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-0,0 +1,50 @@ +404 Page not found | philip's notes

Page not found :(

The page you are looking for doesn't exist or has been moved.

\ No newline at end of file diff --git a/AI ML/Expectimax Search/index.html b/AI ML/Expectimax Search/index.html new file mode 100644 index 0000000000..6fdf2a4b43 --- /dev/null +++ b/AI ML/Expectimax Search/index.html @@ -0,0 +1,91 @@ +Expectimax Search | philip's notes

expectimax search

2022-03-27 · 4 min read

    • Adversarial search algorithm (two competitive agents)
    • Non-deterministic Environment (actions can have randomness)
    • Expectimax is like Minimax but for non-deterministic games.
    • Have Player1, Player2, and Chance node levels in our search tree.
    • Unlike minimax which only requires evaluation functions to preserve ordering, expectimax requires that our evaluation function $f(\text{leaf-state})$ must be a Positive Linear Operator on the win probability (so it must also preserves positive-ness) to be optimal.
      • Recall: the evaluation function scores terminal states (game end) and depth-pruned states (states exceeding a depth limit).

    Pruning + State & Q-State Cache #

    See also: 2007 - Effective Use of Transposition Tables in Stochastic Game Tree Search

    For a chance node, we're taking the mean of each possible outcome.

    As we explore branches from the chance node, our upper and lower bound estimates of the mean slowly tighten, until we explore all branches and the mean becomes an exact value.

    We can think of the lower bounds as taking the current exact value plus the sum of the rest of the probabilities times the worst possible outcome. Likewise the upper bound is the current exact value plus the sum of the rest of the probabilities times the best possible value.

    With a naive alpha-beta pruning and q-state caching strategy, we might prune a branch but still cache the current estimate. However, this would only be a valid estimate for another path if the alpha-beta bounds are tighter.

    Instead of just recording a single value, we record an enum with two cases

    Case 1: the exact value, meaning we've fully explored all branches of this chance node.

    Case 2: an upper and lower bound and a thunk(?) to resume exploration of this node, meaning there are still more branches to explore.

    In this way, we don't lose any information when we place a q-state into the cache. If another path has looser alpha-beta bounds (maybe we hit the q-state again on a higher level in the next branch) then it can explore the q-state some more before it decides to possibly prune or not.

    What about min- and max-state caching? #

    We presumably do the same thing with only upper xor lower bounds resp. vs exact value plus resumable exploration thunk.

    How do we prune? #

    At a given chance node we have the bound $[\alpha, \beta]$ from our parent node, showing the best case known for the max (alpha) and best case known for the min (beta).

    As we explore this chance node, we continually refine down our current best estimate bounds $[a, b]$ as we explore more branches. As soon as we see the bound intervals $[a, b]$ and $[\alpha, \beta]$ no longer intersect, we can prune.

    Appendix #

    Positive Linear Operator #

    source: https://www.wikiwand.com/en/Positive_linear_operator

    For scalar spaces, positive linear operators are functions of the form:

    \[ f(x) = a_1 \cdot x + a_2 \qquad \text{where } a_1 > 0 \]

    More generally, let $(X, \le_X)$ and $(Y, \le_Y)$ be vector spaces with preorder operators $\le_X$ and $\le_Y$ resp.

    Let $f \;:\; X \mapsto Y$ be a function from $X$ to $Y$. The function $f$ is a positve linear operator if:

    1. It preserves positive-ness, i.e., positive elements in $X$ are all mapped to positive elements in $Y$.
    2. It preserves the preordering (homomorphic?), i.e., if $x_1 \le_X x_2$, then $f(x_1) \le_Y f(x_2)$.

    Formally, $f$ is a positive linear operator if

    \[ \begin{align*} \forall \; x_1,\, x_2 \in X, &\text{ where } 0 \le_X x_1, x_2 \; : & \\ \\ &0 \le_Y f(x_1) \text{ and } 0 \le_Y f(x_2) &\text{(1.) preserves positive-ness} \\ &f(x_1) \le_Y f(x_2) &\text{(2.) preserves the preordering} \end{align*} \]

    For example, consider a simple zero-sum game where agents $A$ and $B$ have utility functions

    \[ \begin{align*} U_A &= p_w \cdot r + (1 - p_w) \cdot -r \\ &= r \cdot (2 \cdot p_w - 1) \\ &= 2 r \cdot p_w - r \\ U_B &= (1 - p_w) \cdot r + p_w \cdot -r \\ &= p_l \cdot r + (1 - p_l) \cdot -r \\ &= 2r \cdot p_l - r \end{align*} \]

    where $p_w$ is the probability agent $A$ wins and $p_l$ is just the probability agent $A$ loses and agent $B$ wins.

    Notice that these simple utility functions are both positive linear transformations of each agent's win probability $p_w$ and $p_l$ resp. This property makes them both equivalent to using the normalized score (i.e., win probability) in an expectimax search.

    \ No newline at end of file diff --git a/AI ML/Markov Decision Process (MDP)/index.html b/AI ML/Markov Decision Process (MDP)/index.html new file mode 100644 index 0000000000..2f9c1b7396 --- /dev/null +++ b/AI ML/Markov Decision Process (MDP)/index.html @@ -0,0 +1,91 @@ +Markov Decision Process (MDP) | philip's notes

    markov decision process (MDP)

    2022-03-15 · 7 min read

      \[ \renewcommand{\Pr}[1]{\text{Pr}\left[ #1 \right]} \renewcommand{\E}[1]{\mathbb{E}\left[ #1 \right]} \renewcommand{\argmax}{\text{argmax}} \]

      Overview #

      A Markov Decision Process (MDP) is a 4-tuple, $(S, A, P_a, R_a)$, where:

      • $S$ is the State space
      • $A$ is the Action space (or $A = \set{ A_s \;|\; s \in S}$, where $A_s$ are the actions available at state $s$)
      • $P(s', s, a) = \Pr{s' \;|\; s, a}$ is the transition probability from states $s$ to $s'$ given the agent took action $a$.
        • The transition probabilities must be Markovian (i.e., "memoryless"); they must not depend on prior states (other than the most recent).
        • Recall that we can always engineer "memorylessness" into a process by just redefining each new process state as the complete history of states to the given state, though this is often prohibitively expensive.
      • $R(s, s', a)$ is the immediate (or expected immediate) reward when going from states $s$ to $s'$ using action $a$.

      We also have policy functions $\pi : S \mapsto A$ which take a state and output which action to take at that state.

      If we fix a policy function $\pi$ for a given MDP, we actually get a standard markov chain (since there's no more pesky non-linear max in there). This markov chain has state transition probabilities

      \[ \Pr{s_{t+1} = s' \;|\; s_t = s} = P(s', s, \pi(s)) \]

      Our objective for an MDP is to find an optimal policy $\pi^*$ that maximizes the expected (discounted) sum of rewards

      \[ \E{\sum_{t=0}^\infty \gamma^t \cdot R(s_t,\, s_{t+1},\, \pi^*(s_t))} \]

      where $0 \le \gamma \le 1$ is a discounting factor.

      The hyperparameter $\gamma$ is a quantity we control. It reflects how much we value short-term rewards over long-term rewards. $\gamma$ values closer to zero are miopic (prioritize short-term rewards). $\gamma$ values closer to one produce more optimal policies, but may prevent our learning algorithm from converging within a reasonable time.

      Simulator models #

      Learning the optimal policy $\pi^*$ means first choosing an algorithm appropriate for our process. Different algorithms require different assumptions about the process and require varying levels of simulator model fidelity.

      Here are three popular algorithms in decreasing order of required simulator model fidelity:

      1. Dynamic Programming (e.g. Value Iteration): requires an explicit model of the MDP. This explicit model contains the complete transition probability function and reward function. For certain games, the transition and reward functions could be discrete and infinitely large, ruling out this approach.
      2. MCTS (Monte Carlo Tree Search): requires a generative model, which means you can generate samples of the next state and reward given a prior state and action. If you can efficiently simulate a single turn of your game without knowing the complete dynamics, MCTS may be an option.
      3. Reinforcement Learning (RL): only requires an episodic simulator. In this case, all we need are samples of full episodes (e.g. full game rollouts like $[(s_0, a_0, r_0),\; (s_1, a_1, r_1,\; \ldots,\; (s_k, a_k, r_k))]$). For instance, AlphaStar (which uses RL) trains on full Starcraft replays as opposed to extracting the core game logic to simulate single game ticks in isolation.

      Algorithms #

      Preliminaries #

      Before we dive into the algorithms, let's first take a look at some different ways we can express the value of states and q-states under the optimal policy $\pi^*$:

      \[ \begin{align*} Q^*(s, a) &= \sum_{s'} P(s', s, a) \cdot (R(s', s, a) + \gamma \cdot V^*(s')) & \text{(1.)} \\ &= \sum_{s'} P(s', s, a) \cdot (R(s', s, a) + \gamma \cdot \max_{a' \in A_{s'}} Q^*(s', a')) & \text{(2.)} \\ \\ V^*(s) &= \max_{a \in A_s} Q^*(s, a) \\ &= \max_a \sum_{s'} P(s', s, a) \cdot (R(s', s, a) + \gamma \cdot V^*(s')) & \text{(3.)} \\ \\ V^\pi(s) &= Q^\pi(s, \pi(s)) \\ &= \sum_{s'} P(s', s, \pi(s)) \cdot (R(s', s, \pi(s)) + \gamma \cdot V^*(s')) & \text{(4.)} \\ \\ \pi(s) &= \underset{a \in A_s}{\argmax} \; Q^\pi(s, a) & \text{(5.)} \\ \end{align*} \]
      1. This is the standard Q-state value formulation under the optimal policy (also called a Q-value).
      2. The Q-values expressed only in terms of other Q-values. Used in Q-value iteration.
      3. The state value under the optimal policy expressed in terms of other state values. Used in value iteration.
      4. The state value given an explicit policy. Used in policy iteration.
      5. The policy update equation. For each state, look at all the actions, evaluate them based on the previous policy, then set the new policy action to the best action. Used in policy iteration.

      Dynamic Programming #

      Value Iteration #

      Value iteration (as the name implies) iteratively improves our estimate of the optimal state values $V^*$ until convergence.

      We start with an initial estimate $V_0$ of all the state values. We then iterate from $k = 0, 1, 2, \ldots$, updating our next estimate of the state values $V_{k+1}$ from the current estimate $V_k$. For each iteration, we loop through all the possible states $s \in S$ and update $V_{k+1}(s)$ like so

      \[ V_{k+1}(s) \gets \max_a \sum_{s'} P(s', s, a) \cdot (R(s', s, a) + \gamma \cdot V_k(s')) \]

      Notice that we're not learning an explicit policy function $\pi$ here. Instead, the policy is implicit in the $\max$. If we want to recover an explicit policy function for our current estimate, $\pi_{k+1}(s)$, we simply look at all actions $a$ from state $s$ and choose the one with the greatest expected reward

      \[ \pi_{k+1}(s) = \underset{a}{\argmax} \sum_{s'} P(s', s, a) \cdot (R(s', s, a) + \gamma \cdot V_k(s')) \]

      There are some proofs that this converges, so long as certain properties are true. For our purposes, we just care about the required properties:

      1. If the game is finite, then value iteration always converges regardless of $\gamma$.
      2. If the game is infinite but has absorbing states that are reached w.p. 1 as $k \rightarrow \infty$ then value iteration converges regardless of $\gamma$.
      3. Otherwise, for an infinite game, without absorbing states, we need a discounting value $0 \le \gamma < 1$ and a bounded maximum state transition reward $R_\text{max}$. You can see that with $\gamma < 1$ and a bounded reward, the maximum possible reward sum is bounded by
      \[ R(s_1, s_0, a) + \gamma \cdot R(s_2, s_1, a) + \gamma^2 \cdot R(s_3, s_2, a) + \cdots \le \sum_{t = 0}^\infty \gamma^t \cdot R_\text{max} = \frac{1}{1 - \gamma} \cdot R_\text{max} \]

      Q-value Iteration #

      We can also do value iteration, but store Q-values instead of state-values. For some games, the space of Q-states $(s, a)$ (action $a$ applied to state $s$) might be significantly smaller than the original state space.

      In these cases, we use Q-value Iteration over Value Iteration. The Q-value Iteration update equation looks nearly identical, except we just swap the order of the mean and max

      \[ Q_{k+1}(s, a) = \sum_{s'} P(s', s, a) \cdot (R(s', s, a) + \gamma \cdot \max_{a'} Q_{k}(s', a') \]

      Finally, our recovered policy

      \[ \pi_{k+1}(s) = \underset{a}{\argmax} \; Q_{k}(s, a) \]
      \ No newline at end of file diff --git a/AI ML/index.html b/AI ML/index.html new file mode 100644 index 0000000000..f8f28296f9 --- /dev/null +++ b/AI ML/index.html @@ -0,0 +1,73 @@ +AI ML | philip's notes

      AI ML

      Expectimax Search →

      2022-03-27 · 4 min read

      Markov Decision Process (MDP) →

      2022-03-15 · 7 min read

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      WSL2 custom kernel

      2022-02-07 · 3 min read

        Why #

        I want to run perf inside WSL. My current WSL2 kernel doesn't appear to support hardware performance counters. The HEAD WSL2 kernel supports hardware performance counters (apparently). So I will compile the HEAD kernel and use that.

        How #

        Before

        $ uname -a
+Linux phlipdesk 5.10.60.1-microsoft-standard-WSL2 #1 SMP Wed Aug 25 23:20:18 UTC 2021 x86_64 x86_64 x86_64 GNU/Linux
+

        Install deps, clone kernel, build

        $ sudo apt install build-essential flex bison dwarves libssl-dev libelf-dev
+$ git clone git@github.com:microsoft/WSL2-Linux-Kernel.git
+$ cd WSL2-Linux-Kernel
+$ make -j12 KCONFIG_CONFIG=Microsoft/config-wsl
+

        Copy built kernel

        $ cp ./arch/x86/boot/bzImage /mnt/c/Users/phlip9/linux-kernel-wsl-5.10.93.2-bzImage
+

        Add this line to C:\Users\phlip9\.wslconfig

        # Settings apply across all Linux distros running on WSL 2
+[wsl2]
+
+# ..
+
+# Point us to a custom kernel image so `perf` works : )
+kernel=C:\\Users\\phlip9\\linux-kernel-wsl-5.10.93.2-bzImage
+

        Restart WSL (in Powershell)

        PS > wsl --shutdown
+

        Confirm that we're running the new kernel : )

        $ uname -a
+Linux phlipdesk 5.10.93.2-microsoft-standard-WSL2+ #1 SMP Mon Feb 7 20:04:04 PST 2022 x86_64 x86_64 x86_64 GNU/Linux
+

        Hmm not seeing any change in the performance events...

        $ dmesg | grep -i perf
+[    0.043340] Performance Events: unsupported p6 CPU model 158 no PMU driver, software events only.
+

        To get perf counters showing, I needed to install WSL from the Microsoft Store, which apparently gets updates faster?

        Meta Key > Microsoft Store > Search "windows subsystem for linux" > Get

        Confirm working inside WSL

        $ dmesg | grep -i perf
+[    0.272452] Performance Events: Skylake events, 32-deep LBR, full-width counters, Intel PMU driver.
+

        perf #

        Note: you need to build perf against the exact kernel version you're on.

        Build perf

        $ sudo apt install libdw-dev libunwind-dev asciidoc
+$ cd WSL2-Linux-Kernel/tools/perf
+$ make -j12
+$ cp ./perf ~/.local/bin
+$ make install-man
+

        To run perf we need to tell the kernel to stfu and not be paranoid

        $ sudo -- bash -c "echo -1 > /proc/sys/kernel/perf_event_paranoid"
+

        Relevant options

        $ perf record --help
+
+	-F, --freq=
+	    Profile at this frequency (samples/sec)
+
+	-g
+		Enables call-graph recording
+
+	--call-graph
+		Setup and enable call-graph recording (implies -g)
+
+$ perf script --help
+
+	-F, --fields
+		comma separated list of fields to print
+
+	--no-inline
+		Ignore inlined functions in call stacks
+

        Install rustfilt for Rust symbol demangling

        $ RUSTFLAGS="-C target-cpu=native" c install rustfilt
+

        Record profile

        $ perf record --call-graph dwarf --freq=1000 program options
+

        Convert to text format and demangle

        $ perf script -F +pid | rustfilt > perf.data.perf
+

        Open in (https://profiler.firefox.com/) or (https://www.speedscope.app/). More details: profiling.

        \ No newline at end of file diff --git a/WSL/index.html b/WSL/index.html new file mode 100644 index 0000000000..c6956a33d7 --- /dev/null +++ b/WSL/index.html @@ -0,0 +1,73 @@ +WSL | philip's notes

        WSL

        WSL2 custom kernel →

        2022-02-07 · 3 min read

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zP7Z$m{|QXyJ0ozyQDg-pR|hX28xMQnEgM+;UH6g<11c< zHa@&=9PHtYd0QjbktuP*Rzbq{LMX#k*bHWf{1Q^6^84e2^){bMx z9OfkuWj@+r1WJv0TY9^i8(JH<8t7Vx8W~#RV3vc`Yen@;JX`{3s_7DnRITs+AAKTu Awg3PC literal 0 HcmV?d00001 diff --git a/android/ADB over TCP inside WSL2/index.html b/android/ADB over TCP inside WSL2/index.html new file mode 100644 index 0000000000..b467690ec6 --- /dev/null +++ b/android/ADB over TCP inside WSL2/index.html @@ -0,0 +1,102 @@ +ADB over TCP inside WSL2 | philip's notes

        ADB over TCP inside WSL2

        2021-12-11 · 2 min read

          Problem #

          There are two problems with WSL2 that make connecting to an Android device over adb challenging. First, the network interface inside WSL2 is behind a NAT and not exposed to the LAN. This means we can't directly connect to any devices (like our phone) on the LAN. Second, any connected USB devices aren't visible inside WSL2.

          Possible Approaches #

          1. (Chosen) Create a socat tunnel inside Windows pointing at the phone.

          2. Change the WSL2 virtual network from NAT to Bridge mode (looks sketchy)

            https://develmonk.com/2021/06/05/easiest-wsl2-bridge-network-without-hyper-v-virtual-network-manager/

          3. Hack some stuff to make USB devices forward to WSL2? (looks sketchy)

            https://devblogs.microsoft.com/commandline/connecting-usb-devices-to-wsl/

          Overview #

          Since we can't connect directly from WSL2 to our device, we're going to set up a TCP tunnel running on the Windows side, pointing to the device. We'll then run all our adb operations over this tunnel.

          Process #

          1. Install socat inside MSYS2 in Windows.

            msys$ pacman -S socat
+

          2. On the Android device, enable "Wireless debugging" inside the Developer options.

          3. In the "Wireless debugging" menu, hit "Pair device with pairing code". This will generate a random code and bind the phone adb daemon to a random port. This port is only used temporarily for the pairing process.

          4. Inside MSYS2, setup a temporary tunnel pointing to the device IP and port for the WSL2 adb to pair on.

            msys$ socat tcp4-listen:2205,reuseaddr,fork,nodelay tcp4-connect:192.168.2.242:43148,nodelay
+

          5. Inside WSL2, pair with the android device over our temporary socat tunnel.

            wsl2$ ifconfig
+eth0: flags=4163<UP,BROADCAST,RUNNING,MULTICAST>  mtu 1500
+    inet 172.19.160.252  netmask 255.255.240.0  broadcast 172.19.175.255
+
+wsl2$ adb pair 172.19.160.1:2205
+

          6. Close the temporary socat tunnel.

          7. Note the long-term wireless debugging port, in this case 38654.

          8. Inside MSYS2, setup a new tunnel pointing at the device IP and long-term port. Keep in mind that we'll always need this tunnel running whenever we want to use adb inside WSL2.

            msys$ socat tcp4-listen:2205,reuseaddr,fork,nodelay tcp4-connect:192.168.2.242:38654,nodelay
+

          9. Inside WSL2, connect to the android device over our tunnel.

            wsl2$ adb connect 172.19.160.1.:2205
+

          10. Make sure it works.

            wsl2$ adb shell
+walleye:/ $
+
          \ No newline at end of file diff --git a/android/OTA updates for rooted android phone/index.html b/android/OTA updates for rooted android phone/index.html new file mode 100644 index 0000000000..27e7f8765a --- /dev/null +++ b/android/OTA updates for rooted android phone/index.html @@ -0,0 +1,93 @@ +OTA updates for rooted android phone | philip's notes

          OTA updates for rooted android phone

          2021-12-10 · 2 min read

          EDIT(2022-04-06): clearly needs updating b/c it didn't work...

          Make sure automatic OTA updates are set OFF in the developer settings. We need to do the right steps in order to update successfully.

          When you finally get an OTA update, make sure you don't run it yet. Instead:

          1. Make sure Magisk is up-to-date. That means update the (1) App and (2) Magisk install. To update the Magisk install, open the updated app and hit Update next to "Magisk". Of the available install methods, choose Direct Install, wait for it to complete, then hit the Reboot button.
          2. Next, we want to temporarily uninstall Magisk. In Magisk Manager, hit the red "Uninstall Magisk" button. There are two options, Complete Uninstall and something called "Restore Images". Choose the restore images one.
          3. Plug in your device and actually run the OTA update. DO NOT REBOOT YET.
          4. Go back into Magisk Manager and hit Install > Install to inactive slot. It should automatically detect the updated images in the inactive slot and patch magisk into it.
          5. Finally, reboot the phone. You should now have a successfully updated phone that still has root and Magisk Manager in it.

          Unrooting? #

          Download latest OTA update image: https://developers.google.com/android/ota#barbet

          Reboot into recovery + sideload

          $ adb reboot sideload
+

          Sideload OTA update

          $ adb sideload ota.zip
+

          Select Reboot

          \ No newline at end of file diff --git a/android/android cli setup/index.html b/android/android cli setup/index.html new file mode 100644 index 0000000000..168bac6461 --- /dev/null +++ b/android/android cli setup/index.html @@ -0,0 +1,229 @@ +android cli setup | philip's notes

          android cli setup

          2022-12-02 · 4 min read

          install java (via sdkman) #

          • when you run sdk list java, there's a bunch of different options; I just installed whatever https://whichjdk.com/ recommended (11.0.17-tem) and it seems to work.
          # ensure `.bashrc` contains these lines:
+#
+# ```
+# export SDKMAN_DIR="$HOME/.local/sdkman"
+#
+# [[ -s "$SDKMAN_DIR/bin/sdkman-init.sh" ]] \
+# 	&& source "$SDKMAN_DIR/bin/sdkman-init.sh"
+# ```
+
+# download the sdkman install script
+$ cd ~/.local/
+$ curl --proto '=https' --tlsv1.3 -sSf "https://get.sdkman.io?rcupdate=false" > sdkman-install.sh
+$ sha256sum sdkman-install.sh
+419762944a301418a6c68021c5c864f54a3ce3e013571bd38da448439695f582
+
+# install sdkman
+$ chmod a+x ./sdkman-install.sh
+$ ./sdkman-install.sh
+$ rm sdkman-install.sh
+
+# reload $PATH
+$ source ~/.bashrc
+
+# install JDK
+$ sdk list java
+$ sdk install java 11.0.17-tem
+
+# sanity check
+$ which javac
+/home/phlip9/.local/sdkman/candidates/java/current/bin/javac
+$ javac --version
+javac 11.0.17
+

          install android cmdline-tools # 

          $ cd ~/.local/
+
+# (linux) download
+$ wget https://dl.google.com/android/repository/commandlinetools-linux-9123335_latest.zip -O commandlinetools.zip
+$ sha256sum commandlinetools.zip
+0bebf59339eaa534f4217f8aa0972d14dc49e7207be225511073c661ae01da0a
+
+# (macOS) download
+$ wget https://dl.google.com/android/repository/commandlinetools-mac-9123335_latest.zip -O commandlinetools.zip
+$ sha256sum commandlinetools.zip
+d0192807f7e1cd4a001d13bb1e5904fc287b691211648877258aa44d1fa88275
+
+# see zip file structure
+$ unzip -l commandlinetools.zip
+cmdline-tools/bin/...
+cmdline-tools/lib/...
+cmdline-tools/...
+
+# install into ~/.local/android/cmdline-tools/latest
+$ mkdir -p android/cmdline-tools/latest
+$ unzip commandlinetools.zip -d android/cmdline-tools/latest
+$ mv android/cmdline-tools/latest/cmdline-tools/* android/cmdline-tools/latest/
+$ rmdir android/cmdline-tools/latest/cmdline-tools
+$ rm commandlinetools.zip
+
+# ensure .bashrc contains these lines:
+#
+# ```
+# # Android
+# export ANDROID_HOME=$HOME/.local/android
+# ANDROID_SDK_VERSION=33.0.1
+# ANDROID_PATH=$ANDROID_HOME/cmdline-tools/latest/bin
+# ANDROID_PATH=$ANDROID_PATH:$ANDROID_HOME/build-tools/$ANDROID_SDK_VERSION
+# ANDROID_PATH=$ANDROID_PATH:$ANDROID_HOME/platform-tools
+#
+# export PATH=$PATH:$ANDROID_PATH
+# ```
+
+# sanity check
+$ which sdkmanager
+/home/phlip9/.local/android/cmdline-tools/latest/bin/sdkmanager
+$ sdkmanager --version
+8.0
+

          install android SDK via sdkmanager # 

          # let's blindly accept all licenses : )
+$ yes | sdkmanager --licenses
+
+# check out the available SDK packages
+$ sdkmanager --list
+add-ons;addon-google_apis-google-24
+build-tools;33.0.1
+cmake;3.22.1
+cmdline-tools;latest
+emulator
+extras;android;m2repository
+extras;google;auto
+extras;google;google_play_services
+extras;google;instantapps
+extras;google;m2repository
+extras;google;market_apk_expansion
+extras;google;market_licensing
+extras;google;simulators
+extras;google;webdriver
+extras;m2repository;com;android;support;constraint;constraint-layout-solver;1.0.0
+extras;m2repository;com;android;support;constraint;constraint-layout-extras;m2repository;com;android;support;constraint;constraint-layout-solver;1.0.2
+extras;m2repository;com;android;support;constraint;constraint-layout;1.0.2
+ndk-bundle
+ndk;25.1.8937393
+patcher;v4
+platform-tools
+platforms;android-33
+platforms;android-TiramisuPrivacySandbox
+skiaparser;3
+sources;android-33
+system-images;android-33;google_apis;arm64-v8a
+system-images;android-33;google_apis;x86_64
+system-images;android-33;google_apis_playstore;arm64-v8a
+system-images;android-33;google_apis_playstore;x86_64
+system-images;android-TiramisuPrivacySandbox;google_apis_playstore;arm64-v8a
+system-images;android-TiramisuPrivacySandbox;google_apis_playstore;x86_64
+
+# .. this goes on for a while
+
+# install these. probably use the most recent versions?
+$ sdkmanager --install \
+	"build-tools;33.0.1" \
+	"platform-tools" \
+	"platforms;android-33" \
+	"sources;android-33" \
+	"ndk;25.1.8937393"
+
+# sanity check
+$ adb version
+Android Debug Bridge version 1.0.41
+Version 33.0.3-8952118
+Installed as /home/phlip9/.local/android/platform-tools/adb
+

          (optional) setup wireless debugging on device #

          Connecting to your device via USB sucks. Here's how to develop for any local wifi-connected Android device.

          1. Device > Settings > Developer options > Wireless debugging > enable
          2. Device > Settings > Developer options > Wireless debugging (tap on the text, not the toggle button) > Pair device with pairing code
            • The device will then generate a pairing code and bind to a temporary port just for pairing. You should see a modal window pop up with the pairing info:
          Wi-Fi pairing code
+772405
+
+IP address & Port
+10.69.69.129:37269
+
          1. Host > run adb pair to pair with the device:
          $ adb pair 10.69.69.129:37269 772405
+

          You should see the host user@hostname under the "Paired Devices" section.

          1. Host > connect to the device:

          To connect use the fixed device adb port:

          $ adb connect phlipphone.lan:42835
+connected to phlipphone.lan:42835
+
          1. Verify the device is actually attached:
          $ adb devices
+List of devices attached
+phlipphone.lan:42835    device
+
          \ No newline at end of file diff --git a/android/building signal-android in WSL2/index.html b/android/building signal-android in WSL2/index.html new file mode 100644 index 0000000000..2e202cf32e --- /dev/null +++ b/android/building signal-android in WSL2/index.html @@ -0,0 +1,228 @@ +building signal-android in WSL2 | philip's notes

          building signal-android in WSL2

          2021-12-15 · 8 min read

            Be warned, these instructions are more devlog, less polished tutorial.

            Build #

            1. swtich from non-existant motherboard-connected TPM to integrated Intel CPU TPM + restart > BIOS > Advanced\PCH > TPM -> Firmware TPM

            2. Windows PC Health Check says machine meets all requirements, but windows update incorrectly refuses to upgrade + Manually run Windows11 Installation Assistant (https://www.microsoft.com/software-download/windows11)

            3. Windows11 Installation Assistant errors with cryptic error code 0x8007007f + Need to explicitly run as administrator

            4. Update Nvidia GeForce drivers to 510 (https://developer.nvidia.com/cuda/wsl)

            5. Update wsl

              # In Powershell/cmd (run as admin)
+$ wsl --update
+$ wsl --shutdown
+

            6. test GUI apps (in WSL)

              $ sudo apt-get install x11-apps
+$ xcalc
+

              This should run an x11 calculator GUI app in windows.

            7. Install android sdks (https://developer.android.com/studio) + Download android studio and extract into ~/android-studio.

              Probably copy these snippets that I have in my ~/.bashrc

              # file: ~/.bashrc
+
+# ..
+
+# Java SDKMAN
+export SDKMAN_DIR="$HOME/.sdkman"
+
+# Android
+export ANDROID_SDK_ROOT=$HOME/android
+ANDROID_STUDIO=$HOME/android-studio
+ANDROID_SDK_VERSION=31.0.0
+ANDROID_PATH=$ANDROID_SDK_ROOT/cmdline-tools/latest/bin
+ANDROID_PATH=$ANDROID_PATH:$ANDROID_SDK_ROOT/build-tools/$ANDROID_SDK_VERSION
+ANDROID_PATH=$ANDROID_PATH:$ANDROID_SDK_ROOT/tools
+ANDROID_PATH=$ANDROID_PATH:$ANDROID_SDK_ROOT/tools/bin
+ANDROID_PATH=$ANDROID_PATH:$ANDROID_SDK_ROOT/platform-tools
+
+# ..
+
+# PATH
+export PATH=$PATH:$ANDROID_PATH
+
+# ..
+
+# Java SDKMAN
+[[ -s "$HOME/.sdkman/bin/sdkman-init.sh" ]] && source "$HOME/.sdkman/bin/sdkman-init.sh"
+

            8. Install some missing x11 lib needed to run android studio.

              $ sudo apt-get install libxtst6
+

            9. Install JDK 1.8 (version required by Signal) and JDK 11 (version required by gradle)

              $ curl --proto '=https' --tlsv1.2 -sSf "https://get.sdkman.io?rcupdate=false" | bash
+$ source ~/.bashrc
+$ sdk install java 8.0.302-open
+$ sdk install java 11.0.12-open
+

            10. Open android studio

              $ ~/android-studio/bin/studio.sh
+

              Ensure you choose the newly installed JDK1.8 when following initial setup.

              Download generic SDK, SDK v31, and device emulator into $HOME/android directory. My bashrc should already have $PATHs setup for this.

            11. Update android studio plugins. Try building a sample app (I chose Sunflower)

            12. Install additional SDK libs

              $ sdkmanager --sdk_root="${ANDROID_HOME}" --update
+$ sdkmanager --sdk_root="${ANDROID_HOME}" --install \
+	"cmdline-tools;latest" \
+	"extras;google;m2repository" \
+	"extras;android;m2repository" \
+	"extras;google;google_play_services"
+

            13. Try building Signal-Android

              $ git clone ..
+$ cd Signal-Android
+$ ./gradlew clean assemblePlayProdRelease
+
+$ cd app/build/outputs/apk/playProd/release/
+$ ls
+Signal-Android-play-prod-arm64-v8a-release-unsigned-5.27.13.apk    Signal-Android-play-prod-x86-release-unsigned-5.27.13.apk
+Signal-Android-play-prod-armeabi-v7a-release-unsigned-5.27.13.apk  Signal-Android-play-prod-x86_64-release-unsigned-5.27.13.apk
+Signal-Android-play-prod-universal-release-unsigned-5.27.13.apk    output-metadata.json
+# Sign apk so we can install
+# Since I already built/installed a sample app, there's already debug
+# keys generated from android studio in `~/.android/debug.keystore`.
+# Note: the default password is "android"
+# EDIT: doesn't work $ jarsigner -verbose -keystore ~/.android/debug.keystore Signal-Android-play-prod-x86_64-release-unsigned-5.27.13.apk androiddebugkey
+$ apksigner sign \
+	--verbose \
+	--v4-signing-enabled \
+	--ks ~/.android/debug.keystore \
+	--ks-pass pass:android \
+	--in Signal-Android-play-prod-x86_64-release-unsigned-5.27.13.apk \
+	--out Signal-Android-play-prod-x86_64-release-signed-5.27.13.apk
+

            14. Setting up virtual device

              $ sudo adduser $USER kvm
+
+# in WSL2 need to do this every restart...
+$ sudo chgrp kvm /dev/kvm && sudo chmod g+rw /dev/kvm
+
+# verify
+$ ls -la /dev/kvm
+crw------- 1 root kvm 10, 232 Dec  8 11:46 /dev/kvm
+

              In the IDE AVD Manager, choose an image to download. IDK what is good lmao

              +If avdmanager list returns Exception .. NoClassDefFoundError .. XmlSchema + Default platform-tools fail when run with java 11 but not java 8 + Works with the cmdline-tools/latest versions. Those are now set higher prio in my $PATH

              Installing random missing dependencies

              $ sudo apt-get install libnss3 libxcomposite1
+

              can verify kvm should work

              $ sudo apt-get install cpu-checker
+$ kvm-ok
+INFO: /dev/kvm exists
+KVM acceleration can be used
+

              Testing emulator on cli

              # Why does it fail when run outside of this directory?????
+$ cd ~/android/emulator
+$ ./emulator -avd Pixel_2_API_31
+

              Holy shit it actually worked lmao. It complains a bit about "nested emulation" not supported well.

              It's not clear that this made any sort of difference?

              # file: /mnt/c/Users/phlip9/.wslconfig
+# Settings apply across all Linux distros running on WSL 2
+[wsl2]
+# Enable nested virtualization
+# I believe this will improve perf when running an Android emulator inside WSL2?
+nestedVirtualization=true
+

              Reporting error connecting to adb daemon on some port 5XXX. Dunno if this is important or not.

              Successfully ran "Sunflower" sample app on emulator!! :D

            15. Testing Signal-Android on emulator

              Check that device is visible from adb and we can connect

              $ adb devices
+List of devices attached
+emulator-5554	device
+
+$ adb -s emulator-5554 shell
+emulator64_x86_64_arm64:/ $ uname -a
+Linux localhost 5.10.43-android12-9-00031-g02d62d5cece1-ab7792588 #1 SMP PREEMPT Mon Oct 4 21:48:11 UTC 2021 x86_64
+
+$ adb -s emulator-5554 install -r Signal-Android-play-prod-x86_64-release-signed-5.27.13.apk
+

              Run the Signal app

              It works!! Need working phone SIM I think to get past setup screen...

            16. Setup google voice (https://voice.google.com) number and use it to get past setup screen

            17. Android Studio / IDEA setup for Signal Android

              $ cd Signal-Android
+# generates .idea project files
+$ ./gradlew idea
+

              Then start Android Studio and open ~/dev/Signal-Android project directory.

              Hit > Load Gradle Project and then > Trust Project

              Gradle will complain about some partially supported distributionSha256Sum option in gradle-wrapper.properties. Tell it to STFU and keep going (first option).

              Everything should finish first build successfully.

            18. Understanding Signal build variants

              In the base build.gradle you can see they define a bunch of different build variants, which end up generating a billion different gradle tasks and really complicating my life.

              TLDR; target PlayStagingDebug

              AFAICT, there's effectively { Play, Website, Nightly, Study } x { Prod, Staging } x { Debug, Release, Flipper, Perf, Mock } targets +/- some cases.

              For developing, I think we want Debug, which uses the debug.keystore for signing (vs actual keys for pushing to Play store).

              I'm not sure what Study is, maybe a mock UI or something. Probably target Play or Website.

              It looks like Flipper refers to https://fbflipper.com/ which is some nice app UI/UX debug/development thing. IDK how to use it yet tho.

              During development, we probably target Staging so don't accidentally fuck up Signal's prod services. You can also see the MobileCoin config switches to testnet on Staging vs Prod. Need to see if hitting Staging works with a real phone #.

              Building PlayStagingDebug and then installing onto device/emulator:

              In CLI:

              ./gradlew installPlayStagingDebug
+

              In IDE:

              (gradle tasks must be synced) Gradle Tab > Signal > Tasks > install > installPlayStagingDebug

            19. Understanding Android x Gradle

              • When you make changes to any build.gradle or w/e you need to re-sync Gradle in the IDE.
              • I also enabled "update Gradle tasks during sync option" Default project structure:

              Signal-Android/app/src/test: local unit tests. these are actually run on your local machine and must have no dependency on the Android framework (or only mocks).

              Signal-Android/app/src/androidTest: on-device instrumented tests. these tests must run on a device or emulator. they also have an app Context and access to the Instrumentation API for manipulating UIs etc...

              I'm having a lot of trouble building + deploying to the emulator via the IDE. Dunno if this is some local config/setup issue but for now going to try just doing all build+deploy from the cli.

              Run local unit tests

              $ ./gradlew testPlayStagingDebugUnitTest
+

              Run specific test (more filter rules: https://docs.gradle.org/current/userguide/java_testing.html#test_filtering)

              $ ./gradlew testPlayStagingDebugUnitTest --tests *.myTestMethod
+

              Continuously run tests (or any task)

              $ ./gradlew --continuous testPlayStagingDebugUnitTest
+

            20. Actually running the unit tests

              $ ./gradlew testPlayStagingDebugUnitTest
+

              Unfortunately I got like 33 errors initially, claiming the following:

              org.thoughtcrime.securesms.database.model.GroupsV2UpdateMessageProducerTest > you_requested_to_join_the_group FAILED
+
+		java.lang.UnsatisfiedLinkError:
+			/tmp/resource8597950725831998403.so: /lib/x86_64-linux-gnu/libm.so.6: version 'GLIBC_2.29' not found (required by /tmp/resource8597950725831998403.so)
+

              This means the installed libc version is too outdated compared to the compiled library's requirements. In this case, I needed to update Ubuntu from a fairly old version (18.04) to the next LTS (20.04).

              # Confirm that we're on ubuntu 18.04 right now
+$ lsb_release -a
+No LSB modules are available.
+Distributor ID: Ubuntu
+Description:    Ubuntu 18.04.6 LTS
+Release:        18.04
+Codename:       bionic
+
+# For some reason need to do this o/w upgrade silently aborts
+$ sudo apt purge snapd
+
+# Upgrade and clean up everything before upgrading
+$ sudo apt update
+$ sudo apt list --upgradable
+$ sudo apt upgrade
+$ sudo apt --purge autoremove
+
+# Begin the upgrade
+$ sudo apt install update-manager-core
+$ sudo do-release-upgrade
+
+# also needed to rebuild tmux after this????
+

              After finishing that, all local unit tests completed successfully :^)

              $ ./gradlew testPlayStagingDebugUnitTest
+# ..
+BUILD SUCCESSFUL in 2m 20s
+194 actionable tasks: 186 executed, 8 up-to-date
+

            21. Deploying to real device

              First setup ADB over TCP inside WSL2, then simply

              $ ./gradlew installPlayStagingDebug
+

            TODO #

            • look into "Configure hardware acceleration for the Android Emulator" (https://developer.android.com/studio/run/emulator-acceleration)
            \ No newline at end of file diff --git a/android/index.html b/android/index.html new file mode 100644 index 0000000000..0dab873b26 --- /dev/null +++ b/android/index.html @@ -0,0 +1,73 @@ +android | philip's notes

            android

            ADB over TCP inside WSL2 →

            2021-12-11 · 2 min read

            android cli setup →

            2022-12-02 · 4 min read

            building signal-android in WSL2 →

            2021-12-15 · 8 min read

            linux ADB udev setup →

            2021-01-15 · 1 min read

            OTA updates for rooted android phone →

            2021-12-10 · 2 min read

            root phone with magisk →

            2022-01-15 · 4 min read

            \ No newline at end of file diff --git a/android/linux ADB udev setup/index.html b/android/linux ADB udev setup/index.html new file mode 100644 index 0000000000..fe18ead110 --- /dev/null +++ b/android/linux ADB udev setup/index.html @@ -0,0 +1,99 @@ +linux ADB udev setup | philip's notes

            linux ADB udev setup

            2021-01-15 · 1 min read

              If you connect the device over USB and adb doesn't see it, this may be necessary. Make sure you try a few different USB cables first before reaching for this step.

              $ git clone --depth=1 https://github.com/M0Rf30/android-udev-rules.git
+$ sudo cp -v 51-android.rules /etc/udev/rules.d/
+$ sudo cp -v android-udev.conf /usr/lib/sysusers.d/
+$ sudo systemd-sysusers
+$ sudo gpasswd -a phlip9 adbusers
+$ sudo udevadm control --reload-rules
+$ sudo systemctl restart systemd-udevd.service
+$ adb kill-server
+
              \ No newline at end of file diff --git a/android/root phone with magisk/index.html b/android/root phone with magisk/index.html new file mode 100644 index 0000000000..169bed4758 --- /dev/null +++ b/android/root phone with magisk/index.html @@ -0,0 +1,102 @@ +root phone with magisk | philip's notes

              root phone with magisk

              2022-01-15 · 4 min read

              We'll be rooting our device with Magisk Manager by patching a stock boot.img and then reflashing that image onto the device. Once completed, we should have a fully rooted device that can install adblock, use f.lux, run busybox cli tools, and so on.

              Note: this assumes we've already unlocked our bootloader, since we need to flash a patched boot partition.

              Caveats #

              We can't automatically install OTA updates, otherwise we'll lose root. To preserve root, follow OTA updates for rooted android phone.

              Install #

              1. (Windows) Download the Google Windows USB driver and extract somewhere. Right click -> Install.

              2. (Windows) Follow the instructions https://developer.android.com/studio/run/oem-usb#InstallingDriver to install the driver software or upgrade it.

              3. Download the basic sdk platform-tools and extract somewhere https://developer.android.com/studio/releases/platform-tools.

                Make sure we can see our device:

                $ adb devices
+List of devices attached
+FA7AL1A02016    device
+

              4. (Linux) If adb doesn't detect the device, try linux ADB udev setup.

              5. Find our device (Pixel 2 - walleye) and the factory image corresponding with our current build (RP1A.201005.004.A1, Dec 2020) here (https://developers.google.com/android/images#walleye). Download the zip file under "Link". The file's pretty big, but we really only need the boot.img (inside another inner zip lol). Put that somewhere.

              6. Now we need to push the boot.img onto our device so Magisk Manager can patch it.

                (Windows) For some weird reason this command fails when run inside Git bash shell, so we need to run it in good ol' CMD lmao.

                $ adb push images/pixel2-walleye-rp1a.201005.004.a1/boot.img /sdcard/Download
+

              7. Back on our device, open up Magisk Manager, hit Magisk -> Install -> Select and Patch a File, and choose our /sdcard/Download/boot.img. This step should patch the boot.img and produce a file like magisk_patched-23000_Oin7Q.img.

              8. (Pixel 5a - 2022/01/15) Didn't work the first time with stable Magisk; needed to install the latest canary from https://github.com/topjohnwu/magisk-files/blob/master/canary.json

              9. Pull the patched boot.img off our device.

                $ adb pull /sdcard/Download/magisk_patched-23000_Oin7Q.img images/pixel2-walleye-rp1a.201005.004.a1/
+

              10. Now we want to flash our patched boot.img onto our phone. Reboot the phone into fastboot mode (Restart -> Hold Volume Down or adb reboot bootloader). fastboot should detect the device now:

                $ fastboot devices
+FA7AL1A02016    fastboot
+

                Finally, flash the patched boot.img.

                $ fastboot flash boot images/pixel2-walleye-rp1a.201005.004.a1/magisk_patched-23000_Oin7Q.img
+Sending 'boot_b' (32768 KB)                        OKAY [  0.733s]
+Writing 'boot_b'                                   OKAY [  0.533s]
+Finished. Total time: 1.396s
+

                Restart the phone normally. Opening Magisk Manager should now detect the device as fully rooted!

              Post-Install #

              1. Make sure automatic OTA updates are set OFF in the developer settings so it doesn't silently update and clobber our root.
              2. In order for our device to run certain apps that disallow root, we'll need to pass Google SafetyNet. To see our current status, hit "Check SafetyNet" in Magisk Manager. By default, our device will probably fail to pass Attestation. Unfortunately, this is even trickier for more recent devices which will run attestations inside a secure enclave. I believe there are some more sophisticated work-arounds to circumvent this.
              3. To pass SafetyNet, let's first enable "MagiskHide" in the settings.
              4. Also enable "Hide the Magisk app" and give it a different name. I called it "M A G I S K M A N A G E R" lmao.
              5. Unfortunately, my phone still doesn't pass the ctsProfile check even after the above. I don't need to hide right now, so maybe figure this out later...
              6. AdBlocking: Install AdAway from F-Droid. Enable "Systemless hosts" in Magisk Manager and then Reboot. Inside AdAway, use the Root-based AdBlock and then Reboot again.
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instituion/index.html @@ -0,0 +1,91 @@ +financial instituion | philip's notes

              financial instituion

              2022-04-05 · 1 min read

              The following are considered financial institutions by FinCEN

              1. Banks (except bank credit card systems)
              2. Brokers or dealers in securities
              3. money services business (MSB)
              4. Telegraph companies
              5. Casinos (with gross gaming revenue >$1M)
              6. Card club, gaming club, card room, gaming room, etc... (with gross gaming revenue >$1M)
              7. Anyone subject to supervision by any bank supervisory authority, whether state or federal
              8. Futures commision merchants
              9. Introduction brokers in commodities
              10. Mutual funds
              \ No newline at end of file diff --git a/b i g m o n e y l a w r e g u l a t i o n/foreign bank account report (FBAR)/index.html b/b i g m o n e y l a w r e g u l a t i o n/foreign bank account report (FBAR)/index.html new file mode 100644 index 0000000000..f71ce800f3 --- /dev/null +++ b/b i g m o n e y l a w r e g u l a t i o n/foreign bank account report (FBAR)/index.html @@ -0,0 +1,91 @@ +foreign bank account report (FBAR) | philip's notes

              foreign bank account report (FBAR)

              2022-04-05 · 4 min read

              The FBAR is a form you must submit to the IRS for your calendar year tax returns if

              1. You're a US person.
              2. During the calendar year you had a financial interest or signature authority over a non-US financial account with an aggregate maximum account value over $10,000.

              An FBAR is a disclosure form. It doesn't affect the amount of tax you must pay.

              My guess is that it's a tool used by FinCEN, who receives the data from the IRS, to track money laundering (AML) and sanctions violations (speculation).

              Who is a US "person"? #

              US person #
              • a US citizen
              • a US resident
              • an entity (read. corporation, partnership, or LLC) created or organized in the US
              • a trust or estate formed in the US

              What is "financial interest" in a financial account? #

              financial interest #
              • You are the owner of record or holder of legal title. This applies regardless of whether the account is maintained for your benefit or the benefit of another.
              • You also have financial interest in a financial account owned by either (1) an entity that you control >50% ownership or (2) a trust where you are a >50% beneficiary.

              What is a "financial account"? #

              financial account #
              • A securities, brokerage, savings, checking, deposit, etc... account maintained at a financial instituion.
              • A commodity futures or options account, an insurance policy with cash value (like life insurance), an annuity policy with a cash value, or shares in a mutual fund.
              • A retirement savings account or other types of government retiree or pensioner programs.

              Do "virtual currency" accounts need to be reported? #

              TL;DR: No, but probably Yes soon.

              No: (2019-06) The Tax Adviser - Virtual currency not FBAR reportable (at least for now)

              No: (2020-02) FinCEN - Report of Foreign Bank and Financial Accounts (FBAR) Filing Requirement for Virtual Currency

              However, FinCEN intends to propose to amend the regulations implementing the Bank Secrecy Act (BSA) regarding reports of foreign financial accounts (FBAR) to include virtual currency as a type of reportable account under 31 CFR 1010.350.

              No: (2022-01) RicheyMay - Virtual Currency FBAR Filings in 2022

              At the time of this article, the current guidance does not reflect this change; however, there is no doubt FinCEN is attempting to amplify the reach of the FBAR requirements with the objective of finding fraud, money laundering, and other financial crimes the forms are intended to detect.

              What is "signature authority" over a financial account? #

              signature authority #
              • You (alone or in conjuction with another) have authority to control the assets in an account by direct communication with the holding financial instituion that maintains the account.

              How does one determine the aggregate maximum account value? #

              aggregate maximum account value #
              1. Determine the max currency held in the account during the year, called the "high-water mark".
              2. Convert the high-water mark currency value to USD if necessary.
              3. If the USD high-water mark is >$10k, then you must file an FBAR.

              When is the FBAR due? #

              April 15 for residents. June 15 for expats. Either can ask for a deadline extension to October 15.

              What is the penalty for failing to file? #

              Willful violations: $100k or 50% of the total balance of the foreign account. Non-willful violations: $10k per violation.

              Wilfull violations may also face prison terms of up to 10 yr and criminal penalties up to $500k.

              What information is needed for the FBAR? #

              For each foreign account, you need:

              1. the account number
              2. the name and address of the foreign financial instituion
              3. the high-water mark account value in USD
              4. (if the account is jointly owned) the joint owner's identity
              5. (if the account is one you have signature authority) the account owner's identity

              References #

              \ No newline at end of file diff --git a/b i g m o n e y l a w r e g u l a t i o n/index.html b/b i g m o n e y l a w r e g u l a t i o n/index.html new file mode 100644 index 0000000000..d5873d70a2 --- /dev/null +++ b/b i g m o n e y l a w r e g u l a t i o n/index.html @@ -0,0 +1,73 @@ +b i g m o n e y l a w r e g u l a t i o n | philip's notes

              b i g m o n e y l a w r e g u l a t i o n

              financial instituion →

              2022-04-05 · 1 min read

              foreign bank account report (FBAR) →

              2022-04-05 · 4 min read

              monetary instruments →

              2022-04-05 · 1 min read

              money services business (MSB) →

              2022-04-05 · 4 min read

              \ No newline at end of file diff --git a/b i g m o n e y l a w r e g u l a t i o n/monetary instruments/index.html b/b i g m o n e y l a w r e g u l a t i o n/monetary instruments/index.html new file mode 100644 index 0000000000..fbedbd06d4 --- /dev/null +++ b/b i g m o n e y l a w r e g u l a t i o n/monetary instruments/index.html @@ -0,0 +1,91 @@ +monetary instruments | philip's notes

              monetary instruments

              2022-04-05 · 1 min read

                These are instruments where an intermediate bearer or holder can yoink the cash money.

                1. Currency
                2. Travelers checks in any form
                3. All negotiable instruments
                  1. Personal checks, business checks, official bank checks, caashier's checks, third-party checks, promissory notes, and money orders.
                  2. Must be in bearer form or endorsed without restriction or in such a form that title passes upon delivery.
                4. Incomplete instruments
                  1. Same as (3.) but signed with the payee's name omitted.
                5. Securities or stock in bearer form
                \ No newline at end of file diff --git a/b i g m o n e y l a w r e g u l a t i o n/money services business (MSB)/index.html b/b i g m o n e y l a w r e g u l a t i o n/money services business (MSB)/index.html new file mode 100644 index 0000000000..40802dbfc3 --- /dev/null +++ b/b i g m o n e y l a w r e g u l a t i o n/money services business (MSB)/index.html @@ -0,0 +1,91 @@ +money services business (MSB) | philip's notes

                money services business (MSB)

                2022-04-05 · 4 min read

                MSBs are considered financial instituions. Businesses in the following areas are MSBs:

                1. Currency dealer or exchanger
                2. Check casher
                3. Issuer of traveler's checks, money orders, or stored value
                4. Seller or redeemer of traveler's checkes, money orders, or stored value
                5. Provider of prepaid access
                6. Money transmitter
                7. U.S. Postal Service

                My very likely inaccurate summary of this list: MSBs are (1) currency exchangers and (2) money transmission intermediaries who hold custodial, depository, or bearer privileges.

                Currency dealer or exchanger #

                Businesses that accept monetary instruments in exchange for monetary instruments.

                Check casher #

                A person that accepts checks or other monetary instruments in exchange for currency or monetary instruments.

                Money transmitter #

                A person that provides "money transmission services". These are services where a business accepts currency, funds, or other monetary instruments from one person and transmits the currency, funds, or other monetary instruments to another by any means.

                "Any means" includes, but is not limited to transmission through

                1. a financial agency or financial instituion
                2. a Federal Reserve bank
                3. an electric funds transfer network
                4. an informal value transfer system
                5. any other person who is a Money transmitter

                Money transmitter exclusions #

                There are specific cases where a business is not considered a Money transmitter, despite otherwise handling currency, funds, or other monetary instruments. These are businesses that only

                1. Provide delivery, communication, or network access services used to support money transmission services.
                2. Act as a payment processor through a clearance and settlement system by agreement with the creditor or seller.
                3. Operate a clearance and settlement system or otherwise acts as an intermediary soley between BSA regulated institutions. This includes, but is not limited to
                  1. the Fedwire system
                  2. electronic funds transfer networks
                  3. registered clearning agencies regulated by the SEC
                  4. derivatives clearing orgs or clearing house arrangements
                4. Physically transport currency, other monetary instruments, commercial paper, or other value that substitutes for currency as a person primarily engaged in such business, like an armored car. This transport is only between the same person from one physical location to another.
                5. Provides pre-paid access
                6. Accepts and transmits funds only integral to the sale of goods or services (other than monetary transmission services) by the person who is accepting and transmitting the funds.

                Activity Threshold #

                There is an activity threshold under which a business is not an MSB. Engaging in one of the above activities in amounts greater than $1000 per person per day in any number of transactions, qualifies that business as an MSB.

                Note that each activity is considered separately, so you can simulataneously not be an MSB for cashing checks if you're under the threshold, but be an MSB for currency exchange if you're over the threshold.

                No activity threshold applies to the definition of money transmitter. Thus, a person who engages as a business in the transfer of funds is an MSB as a money transmitter, regardless of the amount of money transmission activity.

                Not an MSB #

                The following are not included as MSBs:

                1. Banks
                2. Persons or entities regulated by the SEC or CFTC
                \ No newline at end of file diff --git a/b l o c k c h a i n/aptos/index.html b/b l o c k c h a i n/aptos/index.html new file mode 100644 index 0000000000..1809eaf6bb --- /dev/null +++ b/b l o c k c h a i n/aptos/index.html @@ -0,0 +1,91 @@ +aptos | philip's notes

                aptos

                2022-04-06 · 1 min read

                Summary #

                Aptos = Permission-less Diem = Diem - DiemAssociation - PoA + PoS + on-chain governance contracts

                \ No newline at end of file diff --git a/b l o c k c h a i n/bip158 - compact block filters/index.html b/b l o c k c h a i n/bip158 - compact block filters/index.html new file mode 100644 index 0000000000..d8d5132c03 --- /dev/null +++ b/b l o c k c h a i n/bip158 - compact block filters/index.html @@ -0,0 +1,94 @@ +bip158 - compact block filters | philip's notes

                bip158 - compact block filters

                2022-09-16 · 1 min read

                \ No newline at end of file diff --git a/b l o c k c h a i n/btc utreexo - utxo accumulator/index.html b/b l o c k c h a i n/btc utreexo - utxo accumulator/index.html new file mode 100644 index 0000000000..d151f2518e --- /dev/null +++ b/b l o c k c h a i n/btc utreexo - utxo accumulator/index.html @@ -0,0 +1,94 @@ +btc utreexo - utxo accumulator | philip's notes

                btc utreexo - utxo accumulator

                2022-09-16 · 2 min read

                • paper: https://eprint.iacr.org/2019/611.pdf
                • github: https://github.com/mit-dci/utreexo
                • related (2016 - delayed txo commitments): https://petertodd.org/2016/delayed-txo-commitments
                • current compressed UTXO set size ~4 GiB
                • btc full nodes would like to verify txns w/o storing full history + UTXO set (need to actually download more data though).
                • instead, build UTXO set accumulator and have transactors present inclusion proofs for their txn inputs in the UTXO set, so you (the full node) can verify the txn.
                • utreexo: use a dynamic accumulator to commit to the current UTXO set.
                • log(n): forest of perfect merkle trees. log n trees, where n is # UTXOs
                • dynamic: efficient batch removal
                • different than merkle accumulator we used for txn history in diem (a merkle mountain range (MMR)), which was append-only with efficient inclusion, non-inclusion, and batch update proofs but no removals (used jellyfish sparse merkle tree for that).
                • accumulator isn't commited to in consensus / block header / block. have to sync the whole thing from scratch lol.
                • optimizes for min. persisted space vs max. bandwidth usage.
                • per Tadge's words: "not a commitment", though you can certainly (ab)use it as one.
                • new block producer (or bridge node) can add aggregated UTXO accumulator insert/remove ops to get utreexo nodes to verify block.
                • transactors (or the full node they use to propagate) need to store the partial UTXO set accumulator, containing their UTXOs, so they can produce inclusion proofs.
                \ No newline at end of file diff --git a/b l o c k c h a i n/fastpay/index.html b/b l o c k c h a i n/fastpay/index.html new file mode 100644 index 0000000000..7d777cab03 --- /dev/null +++ b/b l o c k c h a i n/fastpay/index.html @@ -0,0 +1,91 @@ +fastpay | philip's notes

                fastpay

                2022-04-06 · 4 min read

                • Date: 2020-11-03

                • Paper: https://arxiv.org/pdf/2003.11506.pdf

                • Authors: Mathieu, George, and Alberto (prev. colleagues)

                • can be used standalone or as a sidechain (well, secondary system since FP is not a blockchain)

                • when used as a secondary, assume there is some nice, consistent primary system (like a blockchain, probably distributed, but maybe slow).

                • unlike standard blockchains which use BFT Consensus, FP uses BFT Consistent Broadcast which is faster and simpler to implement (but obv. doesn't provide the full range of benefits as BFT Consensus).

                state #

                authorities #

                • name
                • keys
                • comittee information
                • accounts information
                • last primary tx index. See: user funding FP account.
                  • For tailing funding txns on the primary system FP smart contract.

                accounts #

                • verification key
                • balance
                • sequence number
                • last transfer order
                • list of certificates and synchronization orders

                clients #

                Clients need some persistent state:

                • account address
                • secret key
                • comittee information
                • last sequence number
                • last signed transfer order

                payment flow #

                Three entities:

                1. Sender
                2. Receiver
                3. Comittee

                Flow:

                1. Sender -> broadcast -> Committee: signed transfer order to Receiver
                2. Committee: verify statement (balance exists, sig checks, seqnum checks, etc...)
                3. Each Committee Member -> respond -> Sender: counter-signed transfer order certificate
                4. Sender: now have at least 2f+1 signed transfer order certificates.
                5. At least one of:
                  1. Sender -> broadcast -> Committee: aggregate STO certificate
                  2. Sender -> Receiver -> broadcast -> Committee: aggregate STO certificates
                6. Committee: observe and verify aggregate STO certificate, update account balances, increment sender seqnum, etc...

                sharding #

                • The last update-account step, (6.), can be implemented in a sharded way for horizontal scalability.
                • A single FastPay committee member can shard its user accounts across multiple machines (all in the same trust boundary).
                • (1.) Sender connects to shard responsible for their account (how?)
                • (6.) When Receiver account lives on a separate shard, we need a single cross-shard txn that just says payment is finalized and Receiver needs balance increased.

                interfacing with primary system #

                • When we're in the primary/secondary system model, Committee runs a smart contract on the primary system for users:
                  1. to get money into/out of the FP secondary
                  2. obtain recent Committee info (pubkeys, network addrs)
                  3. read total funds in system
                  4. read last primary tx index (?)
                  5. read redeem log (?)

                user funding FP account (primary -> secondary) #

                1. User sends funding txn to FP Smart Contract on primary system (totally ordered).
                2. Committee members read all funding txns made to FP Smart Contract since last_primary_txn_index (so we don't accidentally replay or forget some funding txns).
                  1. For each funding txn: add money to corresponding user balance in FP system.

                user redeem FP account (secondary -> primary) #

                Sender user needs to execute a redeem operation in FP, which is similar to transfer op:

                1. Sender -> broadcast -> Committee: redeem balance request to address on primary system. This locks the account.
                2. Committee: verify statement (balance exists, sig checks, seqnum checks, etc...)
                3. Each Committee Member -> respond -> Sender: counter-signed transfer order certificate
                4. Sender: now have at least 2f+1 signed redeem order certificates.
                5. Sender -> broadcast -> Committee: aggregate SRO certificate
                6. Committee: observe and verify aggregate SRO certificate, update account balance, increment seqnum, etc.... Then unlock the account.
                7. Sender -> primary system -> FP Smart Contract: post aggregate SRO certificate
                8. FP Smart Contract: verify certificate and send some of FP Smart Contract balance to user address.
                • What if Sender only posts primary on-chain redeem txn w/o notifying Committee?
                  • FP account is locked until they notify.
                  • If they only notify subset of Committee, they still won't be able to spend in the future unless they notify Quorum majority (2f+1) members.
                • What if Sender posts primary on-chain redeem txn multiple times?
                  • Redeem log tracks every FP users' last redeemed seqnum to prevent double spend.
                  • Requires O(N) smart contract state where N is number of FP users : (

                implementation #

                Original: novifinancial/fastpay

                • Rust
                • Tokio + UDP
                  • UDP for min. latency
                  • All messages are idempotent so can always safely retry
                  • All messages designed to fit in one UDP frame

                issues / further work #

                • checkpointing?
                  • not clear how to accomplish without some kind of agreement.
                • reconfiguration / changing committee?
                  • not clear how to accomplish with just BFT Consistent Broadcast.
                  • probably need to use FP Smart Contract.
                • privacy?
                  • Is it possible to have sender/receiver privacy?
                  • Is it possible to have value privacy?
                  • See: zef ZK payments protocol (todo: link)
                \ No newline at end of file diff --git a/b l o c k c h a i n/index.html b/b l o c k c h a i n/index.html new file mode 100644 index 0000000000..722e0af631 --- /dev/null +++ b/b l o c k c h a i n/index.html @@ -0,0 +1,73 @@ +b l o c k c h a i n | philip's notes

                b l o c k c h a i n

                aptos →

                2022-04-06 · 1 min read

                bip158 - compact block filters →

                2022-09-16 · 1 min read

                btc utreexo - utxo accumulator →

                2022-09-16 · 2 min read

                fastpay →

                2022-04-06 · 4 min read

                oasis →

                2022-04-14 · 13 min read

                sui →

                2022-04-06 · 1 min read

                \ No newline at end of file diff --git a/b l o c k c h a i n/oasis/index.html b/b l o c k c h a i n/oasis/index.html new file mode 100644 index 0000000000..f3f473e0fe --- /dev/null +++ b/b l o c k c h a i n/oasis/index.html @@ -0,0 +1,456 @@ +oasis | philip's notes

                oasis

                2022-04-14 · 13 min read

                Site: https://oasisprotocol.org/

                Github: https://github.com/oasisprotocol/, oasis-sdk, oasis-core

                Lots of interesting/useful SGX-related stuff

                Oasis Run a Node Process (Setting up SGX)

                Run an Intel Attestation Service (IAS) proxy

                TODO: enclave rpc

                Core Oasis Runtime Model #

                Oasis Core Compute Nodes run user executables inside SGX enclaves.

                               ____________________
+			  |  ________________  |
+              | | Runtime Loader | |
+			  | '----------------' |
+			  |      Enclave	   |
+ ______       |  ________________  |
+| Node |<------>|  Runtime Bin   | |
+'______'      | '----------------' |
+              '--------------------'
+
                • The Rust oasis-core/runtime is the in-enclave runtime. This is "Runtime Loader" and "Runtime Bin" in the above diagram.
                • The Go oasis-core/go/runtime/host is responsible for provisioning enclaves and then communicating with them. This is part of "Node" in the above diagram.
                • The Node and Runtime communicate via
                  • Node <-> Unix Socket <-> Enclave Runner <-> Fortanix shared-memory FIFO queue <-> Enclave Runtime Binary

                oasis-core Runtime Loader #

                https://github.com/oasisprotocol/oasis-core/tree/master/runtime-loader

                Inputs:

                1. Runtime Filename
                2. Signature
                3. host-socket

                SgxsLoader

                1. Opens the SGX kernel devices for loading enclaves.
                2. Opens client connection to AESM service for the EINITTOKEN provider.
                3. Build enclave from file, SIGSTRUCT signature, and their custom adapter, which just routes connect syscalls from the enclave to a local Unix Domain Socket (UDS). This connection is the bidirectional arrow between Node and Runtime Bin in the above diagram.
                /// SGX runtime loader.
+pub struct SgxsLoader;
+
+impl Loader for SgxsLoader {
+    fn run(
+        &self,
+        filename: String,
+        signature_filename: Option<&str>,
+        host_socket: String,
+    ) -> Fallible<()> {
+        let sig = match signature_filename {
+            Some(f) => f,
+            None => {
+                return Err(format_err!("signature file is required"));
+            }
+        };
+
+        // Spawn the SGX enclave.
+        let mut device = IsgxDevice::new()?
+            .einittoken_provider(AesmClient::new())
+            .build();
+
+        let mut enclave_builder = EnclaveBuilder::new(filename.as_ref());
+        enclave_builder.signature(sig)?;
+        enclave_builder.usercall_extension(HostService::new(host_socket));
+        let enclave = enclave_builder.build(&mut device)?;
+
+        enclave.run()
+    }
+}
+

                oasis-core Host # 

                // Manifest is a deserialized runtime bundle manifest.
+type Manifest struct {
+	// Name is the optional human readable runtime name.
+	Name string `json:"name,omitempty"`
+
+	// ID is the runtime ID.
+	ID common.Namespace `json:"id"`
+
+	// Version is the runtime version.
+	Version version.Version `json:"version,omitempty"`
+
+	// Executable is the name of the runtime ELF executable file.
+	Executable string `json:"executable"`
+
+	// SGX is the SGX specific manifest metadata if any.
+	SGX *SGXMetadata `json:"sgx,omitempty"`
+
+	// Digests is the cryptographic digests of the bundle contents,
+	// excluding the manifest.
+	Digests map[string]hash.Hash `json:"digests"`
+}
+
+// SGXMetadata is the SGX specific manifest metadata.
+type SGXMetadata struct {
+	// Executable is the name of the SGX enclave executable file.
+	Executable string `json:"executable"`
+
+	// Signature is the name of the SGX enclave signature file.
+	Signature string `json:"signature"`
+}
+
+// Bundle is a runtime bundle instance.
+type Bundle struct {
+	Manifest *Manifest
+	Data     map[string][]byte
+}
+
+
+// RuntimeBundle is a exploded runtime bundle ready for execution.
+type RuntimeBundle struct {
+	*bundle.Bundle
+
+	// Exeuctable is the path to the extracted ELF or TEE executable.
+	Path string
+}
+
+// Config contains common configuration for the provisioned runtime.
+type Config struct {
+	// Bundle is the runtime bundle.
+	Bundle *RuntimeBundle
+
+	// Extra is an optional provisioner-specific configuration.
+	Extra interface{}
+
+	// MessageHandler is the message handler for the Runtime Host Protocol messages.
+	MessageHandler protocol.Handler
+
+	// LocalConfig is the node-local runtime configuration.
+	LocalConfig map[string]interface{}
+}
+

                Runtime Host Protocol #

                This is the core API layer available for executables running inside an SGX enclave. Nodes communicate bidirectionalyl with the running user binary via a bespoke length-prefixed CBOR message stream protocol.

                Connection Lifecycle #
                • Uninitialized - Newly created connection. Must be initialized before use.
                • Inititalizing - Parties exchange version and feature info.
                • Ready - The versions and features are negotiated; however, we first need to perform remote attestation before running stuff in the enclave.
                • Closed - Connection is closed.
                Remote Attestation #

                Host attestation flow - oasis-core/go/runtime/host/sgx/sgx.go

                1. (Host) get the Quoting Enclave (QE)'s QuoteInfo from the AESM.
                2. (Host) get the Service Provider ID (SPID) from the Intel Attestation Services (IAS) cache.
                3. (Host) send a RuntimeCapabilityTEERakInitRequest { QuoteInfo.TargetInfo } request to the enclave.
                4. (Enclave) receive the request. initialize the Runtime Attestation Key (RAK) with the TargetInfo and then generate a new ephemeral RAK keypair (if one doesn't exist already).
                5. (Host) ask the IAS cache for the latest EPID revocation list (since Oasis uses EPID).
                6. (Host) send a RuntimeCapabilityTEERakReportRequest {} to the enclave.
                7. (Enclave) receive the request.
                  1. Sample a random nonce.
                  2. Generate report_body = H(RAK_pub). This binds the RAK pubkey to the report.
                  3. Set report_data = report_body || nonce.
                  4. Generate report = Report::for_target(target_info, report_data) from the enclave EREPORT instruction. See: Report (EREPORT).
                  5. Return the RAK public key, report, and nonce to the host.
                8. (Host) Request a Quote from the AESM using the report, SPID, and sigRL revocation list. For some reason the nonce is empty here? Not sure what the nonce here is for...
                9. (Host) Verify that the quote.Report contains a MRENCLAVE and MRSIGNER that we expect. This ensures we're talking to the right application enclave.
                10. (Host) Verify that the Quote.Report.Attributes.is_debug == config.is_debug. That way we don't trust debug enclaves in production and don't use production enclaves in testing.
                11. (Host) Ask the IAS to Verify Evidence { quote, nonce }. IAS will return an Attestation Verification Report (AVR) to us.
                12. (Host) send a RuntimeCapabilityTEERakAvrRequest { avr } request to the enclave, to pass it the AVR.
                  1. (Q: why does the enclave need to verify the AVR? shouldn't the client do this? I suppose we already checked that the enclave is the one we expect; in which case, we trust it to verify the AVR correctly.)
                13. (Enclave) receive the AVR in the request.
                  1. Expect the nonce in the AVR to match the one we generated above in step (7.1).
                  2. See Enclave Attestation Verification Report AVR handling.
                  3. Verify the current measured Report's enclave identity matches the enclave identity in the AVR.
                  4. Verify that the RAK pubkey matches the one in the AVR.report_data.
                  5. Verify that the nonce also matches the one in the AVR.report_data.
                  6. Ratchet our internal timestamp from the one we've observed.
                14. (Host) we've now fully verified the enclave. package up the RAK pubkey and AVR into a capabilityTEE.

                Other nodes can also verify the capabilityTEE by

                1. checking the AVR against the Intel Trust Root CA
                2. checking the MRENCLAVE/MRSIGNER are what we expect
                3. checking that the AVR.Quote.Report.ReportData includes the expected RAK pubkey
                type SPIDInfo struct {
+	SPID               ias.SPID
+	QuoteSignatureType ias.SignatureType
+}
+
+// A deserialized AVRBundle from IAS.
+type AttestationVerificationReport struct {
+	ID                    string                `json:"id"`
+	Timestamp             string                `json:"timestamp"`
+	Version               int                   `json:"version"`
+	ISVEnclaveQuoteStatus ISVEnclaveQuoteStatus `json:"isvEnclaveQuoteStatus"`
+	ISVEnclaveQuoteBody   []byte                `json:"isvEnclaveQuoteBody"`
+	RevocationReason      *CRLReason            `json:"revocationReason"`
+	PSEManifestStatus     *PSEManifestStatus    `json:"pseManifestStatus"`
+	PSEManifestHash       string                `json:"pseManifestHash"`
+	PlatformInfoBlob      string                `json:"platformInfoBlob"`
+	Nonce                 string                `json:"nonce"`
+	EPIDPseudonym         []byte                `json:"epidPseudonym"`
+	AdvisoryURL           string                `json:"advisoryURL"`
+	AdvisoryIDs           []string              `json:"advisoryIDs"`
+}
+

                See: Quoting Enclave's QuoteInfo

                Enclave Attestation Verification Report (AVR) handling #

                https://github.com/oasisprotocol/oasis-core/blob/master/runtime/src/common/sgx/avr.rs

                // AVR signature validation constants.
+const IAS_TRUST_ANCHOR_PEM: Vec<u8> = parse_x509_pem(
+	r#"-----BEGIN CERTIFICATE-----
+	MIIFSzCCA7OgAwIBAgIJANEHdl0yo7CUMA0GCSqGSIb3DQEBCwUAMH4xCzAJBgNV
+	..
+	DD+gT9sSpssq0ascmvH49MOgjt1yoysLtdCtJW/9FZpoOypaHx0R+mJTLwPXVMrv
+	DaVzWh5aiEx+idkSGMnX
+	-----END CERTIFICATE-----"#
+).unwrap();
+const PEM_CERTIFICATE_LABEL: &str = "CERTIFICATE";
+const IAS_TS_FMT: &str = "%FT%T%.6f";
+
+/// Attestation verification report.
+#[derive(Debug, Clone, cbor::Encode, cbor::Decode)]
+pub struct AVR {
+	// json blob
+	//
+	// { "isvEnclaveQuoteStatues": __
+	// , "isvEnclaveQuoteBody": __
+	// , "timestamp": __
+	// , "nonce": __
+    // }
+    pub body: Vec<u8>,
+    pub signature: Vec<u8>,
+    pub certificate_chain: Vec<u8>,
+}
+
+/// Enclave identity.
+#[derive(Debug, Clone, Hash, Eq, PartialEq, cbor::Encode, cbor::Decode)]
+pub struct EnclaveIdentity {
+    pub mr_enclave: MrEnclave,
+    pub mr_signer: MrSigner,
+}
+
+/// Authenticated information obtained from validating an AVR.
+#[derive(Debug, Clone)]
+pub struct AuthenticatedAVR {
+    pub report_data: Vec<u8>,
+    // TODO: add other av report/quote body/report fields we want to give
+	//       the consumer
+    pub identity: EnclaveIdentity,
+    pub timestamp: i64,
+    pub nonce: String,
+}
+
+/// Decoded quote body.
+#[derive(Default, Debug)]
+struct QuoteBody {
+    version: u16,
+    signature_type: u16,
+    gid: u32,
+    isv_svn_qe: u16,
+    isv_svn_pce: u16,
+    basename: [u8; 32],
+    report_body: Report,
+}
+
+impl AVR {
+	pub fn verify(&self) -> Result<AuthenticatedAVR> {
+		// 1. read configs if we should skip verification during
+		//    fuzzing/testing.
+		// 2. validate_avr_signature(self.cert_chain, self.body,
+		//    self.sig. time::now())
+		// 3. check if timestamp in AVR is too old
+		// 4. verify ISV Enclave Quote Status == OK | SW_HARDENING_NEEDED
+		//    if lax verification enabled, also allow some other errors
+		// 5. base64 decode ISV Enclave Quote Body, then decode to `QuoteBody`
+		// 6. Possibly allow debug enclaves if appropriate config.
+		// 7. They appear to use the IAS timestamp as a semi-trusted source
+		//    and ratchet their local clock forward if the IAS timestamp is
+		//    farther ahead.
+	}
+}
+
+fn validate_avr_signature(
+	cert_chain: &[u8],
+	message: &[u8],
+	signature: &[u8],
+	unix_timestamp: u64,
+) -> Result<()> {
+	// * They note that they're doing some funky process that barely resembles
+	//   the standard cert verification process.
+	// * Don't do cert revocation checks.
+	// * Intel Docs: The AVR is signed by the Report Signing Key using
+	//   RSA-SHA256
+	// * Intel Docs: The Report Signing pubkey is distributed via an x509
+	//   cert. This cert is a leaf cert issued by the "Attestation Report
+	//   Signing CA".
+	// * A PEM-encoded cert chain is (1) the Report Signing Key Cert and (2)
+	//   the Report Signing CA.
+
+	// 1. PEM decode the cert chain to DER. Check that each cert has the
+	//    "CERTIFICATE" label.
+	// 2. Check that only two certs were returned.
+	// 3. Ensure the last cert is the Report Signing CA (IAS_TRUST_ANCHOR).
+	// 4. Ensure the CA cert is not expired, is a CA cert, is self-signed.
+	// 5. Parse the leaf cert, verify the usual stuff, check CA sig.
+	// 6. Pull out the leaf pubkey. Verify `signature` on `message`. The
+	//    pubkey should be an RSA PKCS1 DER-encoded pubkey. The sig should be
+	//    RSA-SHA256 PKCS1v15.
+}
+
                Runtime Attestation Key (RAK) #

                RAK is the identity of the enclave, used to sign remote attestations.

                /// The runtime attestation key (RAK) represents the identity of the enclave
+/// and can be used to sign remote attestations. Its purpose is to avoid
+/// round trips to IAS for each verification as the verifier can instead
+/// verify the RAK signature and the signature on the provided AVR which
+/// RAK to the enclave.
+pub struct RAK {
+    inner: RwLock<Inner>,
+}
+
+struct Inner {
+    private_key: Option<PrivateKey>,
+    avr: Option<Arc<avr::AVR>>,
+    avr_timestamp: Option<i64>,
+    #[allow(unused)]
+    enclave_identity: Option<avr::EnclaveIdentity>,
+    #[allow(unused)]
+    target_info: Option<Targetinfo>,
+    #[allow(unused)]
+    nonce: Option<String>,
+}
+
                EGETKEY #

                https://github.com/oasisprotocol/oasis-core/blob/master/runtime/src/common/sgx/egetkey.rs

                • KMac: SHA3-256 Keccak MAC
                /// egetkey returns a 256 bit key suitable for sealing secrets to the
+/// enclave in cold storage, derived from the results of the `EGETKEY`
+/// instruction.  The `context` field is a domain separation tag.
+///
+/// Note: The key can also be used for other things (eg: as an X25519
+/// private key).
+pub fn egetkey(key_policy: Keypolicy, context: &[u8]) -> [u8; 32] {
+    let mut k = [0u8; 32];
+
+    // Obtain the per-CPU package SGX sealing key, with the requested
+    // policy.
+    let master_secret = egetkey_impl(key_policy, context);
+
+    // Expand the 128 bit EGETKEY result into a 256 bit key, suitable
+    // for use with our MRAE primitives.
+    let mut kdf = KMac::new_kmac256(
+		&master_secret,
+		b"Ekiden Expand SGX Seal Key",
+	);
+    kdf.update(context);
+    kdf.finalize(&mut k);
+
+    k
+}
+
+/// The SGX impl
+fn egetkey_impl(
+	// MRSIGNER or MRENCLAVE
+	key_policy: Keypolicy,
+	// the domain separation value
+	context: &[u8],
+) -> [u8; 16] {
+	// As we can see, using the Keyrequest::default() means oasis-core doesn't
+	// bind the key
+    let mut req = Keyrequest::default();
+    req.keyname = Keyname::Seal as u16;
+    req.keypolicy = key_policy;
+
+    let mut sha3 = Sha3::v256();
+    sha3.update(context);
+    let mut k = [0; 32];
+    sha3.finalize(&mut k);
+    req.keyid = k;
+
+    // Fucking sgx_isa::Attributes doesn't have a -> [u64;2].
+	// SGX_FLAGS_INITTED | SGX_FLAGS_DEBUG | SGX_FLAGS_MODE64BIT
+    req.attributemask[0] = 1 | 2 | 4;
+	// SGX_XFRM_LEGACY
+    req.attributemask[1] = 3;
+
+    match req.egetkey() {
+        Err(e) => panic!("EGETKEY failed: {:?}", e),
+        Ok(k) => k,
+    }
+}
+
                Sealing #

                https://github.com/oasisprotocol/oasis-core/blob/master/runtime/src/common/sgx/seal.rs

                • DeoxysII - Some new symmetric key AEAD cipher that uses AESNI. Not sure why they use this and not just like AES-GCM or AES-SIV. Maybe safer nonce reuse protection?
                /// Query the enclave for sealing key material with the current context and
+/// key policy, then generate a DeoxysII symmetric key using the key material.
+fn new_d2(key_policy: Keypolicy, context: &[u8]) -> DeoxysII {
+    let mut seal_key = egetkey(key_policy, context);
+    let d2 = DeoxysII::new(&seal_key);
+    seal_key.zeroize();
+
+    d2
+}
+
+/// Seal a secret to the enclave.
+pub fn seal(
+	/// MRSIGNER or MRENCLAVE
+	key_policy: Keypolicy,
+	/// The domain separation value
+	context: &[u8],
+	/// The plaintext data we want to seal
+	data: &[u8],
+) -> Vec<u8> {
+    let mut rng = OsRng {};
+
+    let mut nonce = [0u8; NONCE_SIZE];
+    rng.fill(&mut nonce);
+    let d2 = new_d2(key_policy, context);
+    let mut ciphertext = d2.seal(&nonce, data.to_vec(), vec![]);
+    ciphertext.extend_from_slice(&nonce);
+
+	// ciphertext = [ E_k[data] || MAC tag || nonce ]
+    ciphertext
+}
+
+
+
+/// Unseal a previously sealed secret to the enclave.
+///
+/// # Panics
+///
+/// All parsing and authentication errors of the ciphertext are fatal and
+/// will result in a panic.
+pub fn unseal(
+	/// MRSIGNER or MRENCLAVE
+	key_policy: Keypolicy,
+	/// The domain separation value
+	context: &[u8],
+	/// Previously sealed data
+	ciphertext: &[u8],
+) -> Option<Vec<u8>> {
+    let ct_len = ciphertext.len();
+    if ct_len == 0 {
+        return None;
+    }
+    assert!(
+        ct_len >= TAG_SIZE + NONCE_SIZE,
+        "ciphertext is corrupted, invalid size"
+    );
+    let ct_len = ct_len - NONCE_SIZE;
+
+    // split: ciphertext = [ E_k[data] || MAC tag || nonce ]
+    let mut nonce = [0u8; NONCE_SIZE];
+    nonce.copy_from_slice(&ciphertext[ct_len..]);
+    let ciphertext = &ciphertext[..ct_len];
+
+    let d2 = new_d2(key_policy, context);
+    let plaintext = d2
+        .open(&nonce, ciphertext.to_vec(), vec![])
+        .expect("ciphertext is corrupted");
+
+    Some(plaintext)
+}
+
                Key Manager Enclaves #

                They have some keymanager enclave, which appears to manually handle delegating access to individual enclave seal keys.

                • They use MRENCLAVE for each indiviual enclave (so the key is bound to the machine) then the enclave can register the actual key with the keymanager along with a policy to mediate access more granularly.
                • Their current policy format allows you to explicitly enumerate which enclaves (MRENCLAVE + MRSIGNER) may query private key material and which enclaves may replicate the "master secret" (something consensus related?).
                \ No newline at end of file diff --git a/b l o c k c h a i n/sui/index.html b/b l o c k c h a i n/sui/index.html new file mode 100644 index 0000000000..b1b0b8dee0 --- /dev/null +++ b/b l o c k c h a i n/sui/index.html @@ -0,0 +1,91 @@ +sui | philip's notes

                sui

                2022-04-06 · 1 min read

                Summary #

                sui = fastpay x { Move - accounts + fine-grained objects } : )

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+ + + + #da532c + + + diff --git a/btc-ln/BOLT 11 - invoices/index.html b/btc-ln/BOLT 11 - invoices/index.html new file mode 100644 index 0000000000..311f96fefd --- /dev/null +++ b/btc-ln/BOLT 11 - invoices/index.html @@ -0,0 +1,136 @@ +BOLT 11 - invoices | philip's notes

                BOLT 11 - invoices

                2022-04-10 · 2 min read

                See: LDK - lightning-invoice crate

                Fields with known tags: lightning-invoice::TaggedField

                pub enum TaggedField {
+	PaymentHash(Sha256),
+	Description(Description),
+	PayeePubKey(PayeePubKey),
+	DescriptionHash(Sha256),
+	ExpiryTime(ExpiryTime),
+	MinFinalCltvExpiry(MinFinalCltvExpiry),
+	Fallback(Fallback),
+	PrivateRoute(PrivateRoute),
+	PaymentSecret(PaymentSecret),
+	Features(InvoiceFeatures),
+}
+

                Routing hints #

                Private nodes behind a public LSP can still accept payments via Routing Hints. Here, the private node advertises an invoice with the final LSP -> Private Node hop encoded into the invoice, so other nodes can still route to the Private Node even though they're not publicly advertised or otherwise reachable.

                lightning-invoice::PrivateRoute

                /// Private routing information
+///
+/// # Invariants
+/// The encoded route has to be <1024 5bit characters
+/// long (<=639 bytes or <=12 hops)
+pub struct PrivateRoute(RouteHint);
+

                ln::routing::router::RouteHint

                /// A list of hops along a payment path terminating
+/// with a channel to the recipient.
+pub struct RouteHint(pub Vec<RouteHintHop>);
+

                ln::routing::router::RouteHintHop

                /// A channel descriptor for a hop along a payment path.
+pub struct RouteHintHop {
+	/// The node_id of the non-target end of the route
+	pub src_node_id: PublicKey,
+	/// The short_channel_id of this channel
+	pub short_channel_id: u64,
+	/// The fees which must be paid to use this channel
+	pub fees: RoutingFees,
+	/// The difference in CLTV values between this
+	/// node and the next node.
+	pub cltv_expiry_delta: u16,
+	/// The minimum value, in msat, which must be
+	/// relayed to the next hop.
+	pub htlc_minimum_msat: Option<u64>,
+	/// The maximum value in msat available for
+	/// routing with a single HTLC.
+	pub htlc_maximum_msat: Option<u64>,
+}
+
                \ No newline at end of file diff --git a/btc-ln/BOLT 2 - channel management protocol/index.html b/btc-ln/BOLT 2 - channel management protocol/index.html new file mode 100644 index 0000000000..23e1401b02 --- /dev/null +++ b/btc-ln/BOLT 2 - channel management protocol/index.html @@ -0,0 +1,319 @@ +BOLT 2 - channel management protocol | philip's notes

                BOLT 2 - channel management protocol

                2022-04-10 · 14 min read

                Source: https://github.com/lightning/bolts/blob/master/02-peer-protocol.md

                This BOLT describes the bilateral messaging protocol for (1) establishing, (2) operating, and (3) closing lightning payment channels between two LN peers.

                def: channel_id: [u8; 32] #

                Channels are identified by a channel_id, which is derived from the funding tx id and index.

                Before the channel is funded, the channel_id is random.

                Pre-funded channels are not yet uniquely identified. Use (src_node_id, dest_node_id, channel_id) for identification.

                Parties can also offer "short channel id" (SCID) aliases (size = u64), which we can use instead of the actual channel_id to avoid leaking the on-chain funding UTXO.

                Channel Establishment #

                Channels may be established after a secure connection is authenticated and features negotiated.

                The establishment process goes through 3 phases: (1-2) negotiate the channel parameters, (3-4) create the funding tx, (5-6) lock in the channel once the funding tx is confirmed on-chain.

                 funder                                 fundee
++-------+                              +-------+
+|       |--(1)---  open_channel  ----->|       |  <
+|       |<-(2)--  accept_channel  -----|       |  <
+|       |                              |       |  <  temporary channel id
+|   A   |--(3)--  funding_created  --->|   B   |  <
+|       |<-(4)--  funding_signed  -----|       |  <
+|       |                              |       | ---
+|       |--(5)--- funding_locked  ---->|       |  <
+|       |<-(6)--- funding_locked  -----|       |  <  real channel id
++-------+                              +-------+  <
+

                def: open_channel wire message #

                The channel funder sends an open_channel message to the channel fundee. Here, funder and fundee are negotiating the channel parameters for their new channel contract. A few of the important channel parameters:

                1. the channel size (amount to be funded or max liquidity)
                2. optional initial payment to fundee
                3. channel fee rate
                4. supported channel features
                5. bounds: minimum HTLC size, dust limits, max num. HTLCs, max in-flight value
                6. on-chain confirmations-to-finality

                The channel id is just a random nonce at this point.

                See: msgs::OpenChannel

                /// An open_channel message to be sent or received from a peer
+pub struct OpenChannel {
+	/// The genesis hash of the blockchain where the channel is to be opened
+	pub chain_hash: BlockHash,
+	/// A temporary channel ID, until the funding outpoint is announced
+	pub temporary_channel_id: [u8; 32],
+	/// The channel value
+	pub funding_satoshis: u64,
+	/// The amount to push to the counterparty as part of the open, in
+	/// milli-satoshi
+	pub push_msat: u64,
+	/// The threshold below which outputs on transactions broadcast by
+	/// sender will be omitted
+	pub dust_limit_satoshis: u64,
+	/// The maximum inbound HTLC value in flight towards sender, in
+	/// milli-satoshi
+	pub max_htlc_value_in_flight_msat: u64,
+	/// The minimum value unencumbered by HTLCs for the counterparty
+	/// to keep in the channel
+	pub channel_reserve_satoshis: u64,
+	/// The minimum HTLC size incoming to sender, in milli-satoshi
+	pub htlc_minimum_msat: u64,
+	/// The feerate per 1000-weight of sender generated transactions,
+	/// until updated by update_fee
+	pub feerate_per_kw: u32,
+	/// The number of blocks which the counterparty will have to wait
+	/// to claim on-chain funds if they broadcast a commitment transaction
+	pub to_self_delay: u16,
+	/// The maximum number of inbound HTLCs towards sender
+	pub max_accepted_htlcs: u16,
+	/// The sender's key controlling the funding transaction
+	pub funding_pubkey: PublicKey,
+	/// Used to derive a revocation key for transactions broadcast
+	/// by counterparty
+	pub revocation_basepoint: PublicKey,
+	/// A payment key to sender for transactions broadcast by counterparty
+	pub payment_point: PublicKey,
+	/// Used to derive a payment key to sender for transactions
+	/// broadcast by sender
+	pub delayed_payment_basepoint: PublicKey,
+	/// Used to derive an HTLC payment key to sender
+	pub htlc_basepoint: PublicKey,
+	/// The first to-be-broadcast-by-sender transaction's per
+	/// commitment point
+	pub first_per_commitment_point: PublicKey,
+	/// Channel flags
+	pub channel_flags: u8,
+	/// Optionally, a request to pre-set the to-sender output's
+	/// scriptPubkey for when we collaboratively close
+	pub shutdown_scriptpubkey: OptionalField<Script>,
+	/// The channel type that this channel will represent. If none is
+	/// set, we derive the channel type from the intersection of our
+	/// feature bits with our counterparty's feature bits from the
+	/// Init message.
+	pub channel_type: Option<ChannelTypeFeatures>,
+}
+

                funder flow #

                ChannelManager::create_channel

                fundee flow #

                ChannelManager::internal_open_channel

                Channel::accept_inbound_channel

                (If configured for user-level authorization) Generate Event::OpenChannelRequest

                def: accept_channel wire message #

                The fundee can choose to accept a new channel proposal by responding with an accept_channel message.

                The channel id is still the same random nonce.

                See: https://github.com/lightningdevkit/rust-lightning/blob/711bcefbcc0999543d9622c030ff7dc8118fc26f/lightning/src/ln/msgs.rs#L181

                /// An accept_channel message to be sent or received from a peer
+pub struct AcceptChannel {
+	/// A temporary channel ID, until the funding outpoint is announced
+	pub temporary_channel_id: [u8; 32],
+	/// The threshold below which outputs on transactions broadcast
+	/// by sender will be omitted
+	pub dust_limit_satoshis: u64,
+	/// The maximum inbound HTLC value in flight towards sender,
+	/// in milli-satoshi
+	pub max_htlc_value_in_flight_msat: u64,
+	/// The minimum value unencumbered by HTLCs for the counterparty
+	/// to keep in the channel
+	pub channel_reserve_satoshis: u64,
+	/// The minimum HTLC size incoming to sender, in milli-satoshi
+	pub htlc_minimum_msat: u64,
+	/// Minimum depth of the funding transaction before the channel
+	/// is considered open
+	pub minimum_depth: u32,
+	/// The number of blocks which the counterparty will have to wait
+	/// to claim on-chain funds if they broadcast a commitment transaction
+	pub to_self_delay: u16,
+	/// The maximum number of inbound HTLCs towards sender
+	pub max_accepted_htlcs: u16,
+	/// The sender's key controlling the funding transaction
+	pub funding_pubkey: PublicKey,
+	/// Used to derive a revocation key for transactions broadcast
+	/// by counterparty
+	pub revocation_basepoint: PublicKey,
+	/// A payment key to sender for transactions broadcast by counterparty
+	pub payment_point: PublicKey,
+	/// Used to derive a payment key to sender for transactions
+	/// broadcast by sender
+	pub delayed_payment_basepoint: PublicKey,
+	/// Used to derive an HTLC payment key to sender for transactions
+	/// broadcast by counterparty
+	pub htlc_basepoint: PublicKey,
+	/// The first to-be-broadcast-by-sender transaction's per
+	/// commitment point
+	pub first_per_commitment_point: PublicKey,
+	/// Optionally, a request to pre-set the to-sender output's
+	/// scriptPubkey for when we collaboratively close
+	pub shutdown_scriptpubkey: OptionalField<Script>,
+	/// The channel type that this channel will represent. If none is
+	/// set, we derive the channel type from the intersection of our
+	/// feature bits with our counterparty's feature bits from the
+	/// Init message.
+	///
+	/// This is required to match the equivalent field in
+	/// [`OpenChannel::channel_type`].
+	pub channel_type: Option<ChannelTypeFeatures>,
+}
+

                fundee flow #

                If accept: Channel::generate_accept_channel_message

                funder flow #

                ChannelManager::internal_accept_channel

                Channel::accept_channel

                Generate Event::FundingGenerationReady

                def: funding_created wire message #

                The funder crafts a funding transaction, signs it, and sends it to the fundee for their signature.

                The channel id is still a random nonce.

                See: https://github.com/lightningdevkit/rust-lightning/blob/711bcefbcc0999543d9622c030ff7dc8118fc26f/lightning/src/ln/msgs.rs#L222

                /// A funding_created message to be sent or received from a peer
+pub struct FundingCreated {
+	/// A temporary channel ID, until the funding is established
+	pub temporary_channel_id: [u8; 32],
+	/// The funding transaction ID
+	pub funding_txid: Txid,
+	/// The specific output index funding this channel
+	pub funding_output_index: u16,
+	/// The signature of the channel initiator (funder) on the
+	/// initial commitment transaction
+	pub signature: Signature,
+}
+

                funder flow #

                ChannelManager::funding_transaction_generated

                ChannelManager::funding_transaction_generated_intern

                Updates the channel state and creates the FundingCreated p2p msg: Channel::get_outbound_funding_created

                fundee flow #

                ChannelManager::internal_funding_created

                Fundee verifies, signs, returns FundingSigned msg: Channel::funding_created

                Fundee finally signs here: Channel::funding_created_signature

                Fundee adds channel monitor hook to watch for confirmations. Responds with FundingSigned message.

                def: funding_signed wire message #

                The fundee responds with their signature on the funding tx. With this signature, the funding tx is now ready for propagation by the funder.

                This is the first message where we refer to the channel by its real channel id and not the random nonce.

                See: https://github.com/lightningdevkit/rust-lightning/blob/711bcefbcc0999543d9622c030ff7dc8118fc26f/lightning/src/ln/msgs.rs#L235

                /// A funding_signed message to be sent or received from a peer
+pub struct FundingSigned {
+	/// The channel ID
+	pub channel_id: [u8; 32],
+	/// The signature of the channel acceptor (fundee) on the
+	/// initial commitment transaction
+	pub signature: Signature,
+}
+

                fundee flow #

                Fundee responds with FundingSigned message in tail-end of Channel::funding_created

                funder flow #

                Verify, hook channel monitor on tx, and broadcast funding tx: ChannelManager::internal_funding_signed

                Verify, build funding tx & tx monitor: Channel::funding_signed

                Broadcast funding tx: chaininterface::BroadcasterInterface::broadcast_transaction

                def: funding_locked wire message #

                Each node watches the chain, waiting for the funding tx to confirm. Once a node sees the funding tx confirm, they send a msgs::FundingLocked message to the other peer.

                Only once both peers have seen and verified that the funding tx has confirmed, and both peers have received each other's FundingLocked message, can the channel finally enter normal operating mode.

                The peers use the real channel id here.

                See: https://github.com/lightningdevkit/rust-lightning/blob/711bcefbcc0999543d9622c030ff7dc8118fc26f/lightning/src/ln/msgs.rs#L244

                /// A funding_locked message to be sent or received from a peer
+pub struct FundingLocked {
+	/// The channel ID
+	pub channel_id: [u8; 32],
+	/// The per-commitment point of the second commitment transaction
+	pub next_per_commitment_point: PublicKey,
+	/// If set, provides a short_channel_id alias for this channel.
+	/// The sender will accept payments to be forwarded over this
+	/// SCID and forward them to this messages' recipient.
+	pub short_channel_id_alias: Option<u64>,
+}
+

                funder & fundee flow #

                On funding tx confirmation #

                The ChannelManager on both sides will get poked when the funding tx is sufficiently confirmed. There appear to be several different possible interfaces, depending on how the chain listening is setup, like whether we're connected to a full node or light node, or if we have some block filtering etc...

                The two I can see right off the bat are the traits chain::Listen (whole new blocks) and chain::Confirm (only specific txs we're interested in, only block headers).

                You choose chain::Listen if you're connected to a full node and chain::Confirm if you're connected to a light node (my speculation).

                These interfaces are impl'd by ChannelManager, who will eventually call ChannelManager::do_chain_event with a callback, which can possibly generate a FundingLocked msg for sending to the other peer.

                Each channel handles the tx confirm update in Channel::transactions_confirmed. Check if the tx is relevant and sufficiently confirmed, then generate the FundingLocked msg in Channel::check_get_funding_locked.

                If the Channel::is_usable (both sides confirmed), then also Channel::get_announcement_sigs, which generates a msgs::AccountmentSignatures for sending, announcing the new channel.

                Once the channel is_usable, we enter Normal Channel Operation.

                On remote funding_locked msg rx #

                Rx peer's funding_locked msg: ChannelManager::internal_funding_locked

                Update the channel state w/ Channel::funding_locked.

                Like before, if the channel is now usable (both sides confirmed), is configured for announcement, and is announcable, then generate, sign, and send the msg::AnnouncementSignatures.

                (not clear to me yet when these are announced)

                Once the channel is_usable, we enter Normal Channel Operation.

                Cooperative Channel Close #

                Both nodes can agree to graceful close a channel. This process consumes less fees and lets both sides access their funds immediately.

                The other alternatives are unilateral close (maybe someone crashed) and revoked transaction close (the counterparty deliberately cheats and broadcasts an old state).

                One side begins active shutdown of the channel and indicates how/where they want to be paid. The passive shutdown side responds similarly. Once a side has observed a shutdown, they will no longer accept new HTLCs on this channel. Once the shutdown is begun, both sides will wait for all pending HTLCs to resolve pending HTLCs to fail backwards. Once all HTLCs have resolved, both sides negotiate a final fee amount and broadcast the channel closure tx.

                Protocol Diagram

                +-------+                              +-------+
+|       |--(1)-----  shutdown  ------->|       |
+|       |<-(2)-----  shutdown  --------|       |
+|       |                              |       |
+|       | <complete all pending HTLCs> |       |
+|   A   |                 ...          |   B   |
+|       |                              |       |
+|       |--(3)-- closing_signed  F1--->|       |
+|       |<-(4)-- closing_signed  F2----|       |
+|       |              ...             |       |
+|       |--(?)-- closing_signed  Fn--->|       |
+|       |<-(?)-- closing_signed  Fn----|       |
++-------+                              +-------+
+

                def: shutdown wire message #

                See: https://github.com/lightningdevkit/rust-lightning/blob/711bcefbcc0999543d9622c030ff7dc8118fc26f/lightning/src/ln/msgs.rs#L256

                /// A shutdown message to be sent or received from a peer
+pub struct Shutdown {
+	/// The channel ID
+	pub channel_id: [u8; 32],
+	/// The destination of this peer's funds on closing.
+	/// Must be in one of these forms: p2pkh, p2sh, p2wpkh, p2wsh.
+	pub scriptpubkey: Script,
+}
+

                active closer #

                ChannelManager::close_channel which immediately calls ChannelManager::close_channel_internal. chanmgr grabs the channel, moves it into shutdown mode, maybe updates monitor w/ new shutdown script, sends shutdown msg to peer. Then fails all pending HTLCs backwards: ChannelManager::fail_htlc_backwards. I guess we don't wait for HTLCs to resolve, just notify that they should fail.

                Begin channel shutdown, craft Shutdown message, return failed HTLCs: Channel::get_shutdown

                passive closer #

                Notify the channel about the remote shutdown. Maybe update the monitor w/ shutdown script. Send the shutdown response msg. Fail any pending HTLCs. ChannelManager::internal_shutdown

                Channel rx'd shutdown msg from remote peer; maybe generate a shutdown response msg: Channel::shutdown

                def: closing_signed wire message #

                The channel is officially shutdown and all pending HTLCs are resolved or failed. Now both peers must negotiate a fee for the closing transaction.

                There are two negotiation methods: (1) the "old" method, where nodes go back and forth proposing a "fair" fee and either accepting or rejecting with their new fee, and (2) the "modern" method, where the funder proposes a permissible fee range, and the fundee chooses a value from the range.

                See: https://github.com/lightningdevkit/rust-lightning/blob/711bcefbcc0999543d9622c030ff7dc8118fc26f/lightning/src/ln/msgs.rs#L279

                /// A closing_signed message to be sent or received from a peer
+pub struct ClosingSigned {
+	/// The channel ID
+	pub channel_id: [u8; 32],
+	/// The proposed total fee for the closing transaction
+	pub fee_satoshis: u64,
+	/// A signature on the closing transaction
+	pub signature: Signature,
+	/// The minimum and maximum fees which the sender is willing
+	/// to accept, provided only by new nodes.
+	pub fee_range: Option<ClosingSignedFeeRange>,
+}
+
+/// The minimum and maximum fees which the sender is willing to place
+/// on the closing transaction. This is provided in [`ClosingSigned`]
+/// by both sides to indicate the fee range they are willing to use.
+pub struct ClosingSignedFeeRange {
+	/// The minimum absolute fee, in satoshis, which the sender is
+	/// willing to place on the closing transaction.
+	pub min_fee_satoshis: u64,
+	/// The maximum absolute fee, in satoshis, which the sender is
+	/// willing to place on the closing transaction.
+	pub max_fee_satoshis: u64,
+}
+

                Normal Channel Operation #

                Protocol Diagram

                +-------+                               +-------+
+|       |--(1)---- update_add_htlc ---->|       |
+|       |--(2)---- update_add_htlc ---->|       |
+|       |<-(3)---- update_add_htlc -----|       |
+|       |                               |       |
+|       |--(4)--- commitment_signed --->|       |
+|   A   |<-(5)---- revoke_and_ack ------|   B   |
+|       |                               |       |
+|       |<-(6)--- commitment_signed ----|       |
+|       |--(7)---- revoke_and_ack ----->|       |
+|       |                               |       |
+|       |--(8)--- commitment_signed --->|       |
+|       |<-(9)---- revoke_and_ack ------|       |
++-------+                               +-------+
+

                TODO(philiphayes): finish this section

                def: update_add_htlc wire message # 

                /// An update_add_htlc message to be sent or received from a peer
+pub struct UpdateAddHTLC {
+	/// The channel ID
+	pub channel_id: [u8; 32],
+	/// The HTLC ID
+	pub htlc_id: u64,
+	/// The HTLC value in milli-satoshi
+	pub amount_msat: u64,
+	/// The payment hash, the pre-image of which controls HTLC redemption
+	pub payment_hash: PaymentHash,
+	/// The expiry height of the HTLC
+	pub cltv_expiry: u32,
+	pub(crate) onion_routing_packet: OnionPacket,
+}
+
                \ No newline at end of file diff --git a/btc-ln/BOLT 4 - onion routing protocol/index.html b/btc-ln/BOLT 4 - onion routing protocol/index.html new file mode 100644 index 0000000000..2d1cc6d3ad --- /dev/null +++ b/btc-ln/BOLT 4 - onion routing protocol/index.html @@ -0,0 +1,97 @@ +BOLT 4 - onion routing protocol | philip's notes

                BOLT 4 - onion routing protocol

                2022-03-17 · 2 min read

                Source: https://github.com/lightning/bolts/blob/master/04-onion-routing.md

                Terminology #

                • Origin Node
                • Intermediate Node, a.k.a. Hop
                • Final Node
                • Route: list of Hops, constructed by Origin Node

                Overview #

                • Route payment HTLC from origin node to final node via many intermediate nodes.
                • Based on (2009) Sphinx - A Compact and Provably Secure Mix Format (co-authored by old colleague George Danezis :)), extended with a per-hop payload.
                • Intermediate nodes can't learn (1) origin, (2) other hops (except pred- and succ- hops), (3) route length, or (4) position in route.
                • Origin node must pre-compute full route. Must learn pubkey of each intermediate (and final) node.
                • Intermediate nodes advertise their fee schema.
                  • Fees are just (flat base rate + proportional rate).
                  • If nodes advertise new fee rates, they must continue to accept their stale fee rates for a little while longer to account for propagation delay.
                • Origin node also effectively decides the fee each hop will pay. If an intermediate node deviates (forwards less than advertised) then subsequent nodes must reject.
                • Each hop sees a hop payload consisting of
                  • (1) amount to forward: u64
                  • (2) outgoing cltv value: u32
                  • (3) short channel id
                  • (4) payment data: (payment secret, total msat)
                  • (5): payment metadata: bytes
                \ No newline at end of file diff --git a/btc-ln/BOLT 7 - p2p node and channel discovery/index.html b/btc-ln/BOLT 7 - p2p node and channel discovery/index.html new file mode 100644 index 0000000000..618adc25e2 --- /dev/null +++ b/btc-ln/BOLT 7 - p2p node and channel discovery/index.html @@ -0,0 +1,146 @@ +BOLT 7 - p2p node and channel discovery | philip's notes

                BOLT 7 - p2p node and channel discovery

                2022-03-17 · 2 min read

                Source: https://github.com/lightning/bolts/blob/master/07-routing-gossip.md#htlc-fees

                Overview #

                • Node Discovery
                  • Nodes advertise their ID, host {oneof: IPv4/6, TORv3}, port
                  • Other nodes must be able to open connections with you
                • Channel Discovery
                  • Nodes advertise their currently open channels so others can route through them
                • Gossip Messages
                  • node_announcement: nodes exchange these for node discovery
                  • channel_announcement: nodes exchange these to announce new channels between some nodes. Should only ever be one per channel.
                  • channel_update: Advertise updates to a channel. Dissemninated. At least two expected per channel.

                short_channel_id: u64 #

                • A compact descriptor pointing to a channel funding tx.
                short_channel_id: {
+	block_height: u24,
+	block_tx_idx: u24,
+	tx_output_idx: u16,
+}
+

                node_announcement Message # 

                node_announcement: {
+	signature,
+	features_len: u16,
+	features: bytes,
+	timestamp: u32,
+	node_id,
+	rgb_color: (u8, u8, u8),
+	alias: [u8; 32],
+	addrlen: u16, // serialized length of addresses
+	addresses: Vec<AddressDescriptor>,
+}
+
+enum AddressDescriptor {
+	Ipv4(addr, port),
+	Ipv6(addr, port),
+	Torv3(onion_addr, port)
+}
+

                channel_announcement Message #

                nodes must prove that there is actually a channel btw node 1 and node 2

                1. prove a funding tx that pays to btc_key_1 and btc_key_2
                  1. verify via short_channel_id -> chain lookup
                2. prove node 1 owns btc_key_1
                  1. verify btc_sig_1
                3. prove node 2 owns btc_key_2
                  1. verify btc_sig_2
                4. prove both node 1 and node 2 agree to this announcement message
                  1. verify node_sig_1 and node_sig_2 (signing over the rest of the announcement)
                channel_announcement: {
+	node_sig_1: sig,
+	node_sig_2: sig,
+	btc_sig_1: sig,
+	btc_sig_2: sig,
+	features_len: u16,
+	features: bytes,
+	chain_hash,
+	short_channel_id,
+	node_id_1: pubkey,
+	node_id_2: pubkey,
+	btc_key_1: pubkey,
+	btc_key_2: pubkey,
+}
+

                channel_update Message #

                After announcement, each side independently announces their fees, supported features, etc

                channel_update: {
+	signature,
+	chain_hash,
+	short_channel_id,
+	timestamp: u32,
+	message_flags: bytes,
+	channel_flags: bytes,
+	cltv_expiry_delta: u16,
+	htlc_min_msat: u64,
+	fee_base_msat: u32,
+	fee_proportional_mills: u32,
+	htlc_max_msat: u64,
+}
+
                \ No newline at end of file diff --git a/btc-ln/BOLT 8 - secure noise transport/index.html b/btc-ln/BOLT 8 - secure noise transport/index.html new file mode 100644 index 0000000000..4fcf1635a6 --- /dev/null +++ b/btc-ln/BOLT 8 - secure noise transport/index.html @@ -0,0 +1,100 @@ +BOLT 8 - secure noise transport | philip's notes

                BOLT 8 - secure noise transport

                2022-04-10 · 1 min read

                Source: https://github.com/lightning/bolts/blob/master/08-transport.md

                Summary #

                Lightning connections use a 1.5 RTT Noise_XK handshake, which means the listener pubkey is pinned and the dialer pubkey is negotiated in-band.

                In contrast, we moved from Noise_XX to a 1 RTT Noise_IK handshake in diem's secure transport. Privacy was not a requirement, but minimizing responder DH ops (two) and network messages (none) before authentication rejection (had a well-defined list of acceptable inbound pubkeys) was more important to reduce DDoS surface for liveness-sensitive consensus protocol. We also tried to mitigate handshake replays, which isn't possible w/ XK or XX.

                The lightning Noise messages also use an encrypted message length, which needs its own separate MAC.

                The max ln message length is u16::MAX == 65535. The max ln packet size is

                |msg len| + |msg len MAC| + |ln msg| + |ln msg MAC|
+= 2 + 16 + 65535 + 16
+= 65569
+
                \ No newline at end of file diff --git a/btc-ln/atomic multipath payments (AMP)/index.html b/btc-ln/atomic multipath payments (AMP)/index.html new file mode 100644 index 0000000000..3e235e87e6 --- /dev/null +++ b/btc-ln/atomic multipath payments (AMP)/index.html @@ -0,0 +1,109 @@ +atomic multipath payments (AMP) | philip's notes

                atomic multipath payments (AMP)

                2021-12-14 · 3 min read

                TODO: can apparently use AMP for non-interactive payments?

                1-share AMP = spontaneous payment

                Setup #

                Alice has two payment channels open with Bob (or some path to Bob), each with outbound capacity of 1 BTC. Alice wants to pay Bob 2 BTC.

                flowchart LR;
+	A[Alice] -->|1:0| B;
+	A[Alice] -->|1:0| B;
+
+	B[Bob];
+

                Problem #

                Naively, Alice could pay Bob in two separate payments:

                Payment 1:

                flowchart LR;
+	A[Alice] -->|0:1| B;
+	A[Alice] -->|1:0| B;
+
+	B[Bob];
+

                Payment 2:

                flowchart LR;
+	A[Alice] -->|0:1| B;
+	A[Alice] -->|0:1| B;
+
+	B[Bob];
+

                However, if the second payment fails, the total 2 BTC payment is only paritally fulfilled and Alice has no way of getting the initial 1 BTC back without trust/coordination.

                Solution #

                Atomic Multipath Payments let you split a payment to a recipient and send each piece over completely separate routes, yet the recipient can only fully receive the payment if all pieces complete successfully.

                Desired Properties: + Atomicity: Bob doesn't receive any money until all pieces of the payment come through. + Avoid Payment Hash Reuse: Each payment piece has a distinct payment hash. (Why is this useful?) + Order Invariance: The payment pieces can fulfill in any order. + Non-interactive Setup: Bob doesn't have to know the transaction is an AMP.

                Protocol Sketch #

                let ID = random value to identify the overall AMP let V = total payment value let n = # payments/routes let v_1, .., v_n = V partitioned n ways, (exact values not important here)

                Alice needs to generate a base preimage (BP) to encumber the overall payment. When Bob eventually learns BP, the payment should be 100% complete.

                To construct BP, Alice samples n partial shares s_1, .., s_n. BP is then the sum of all partial shares, BP = s_1 ^ .. ^ s_n.

                Alice then needs to construct n partial payments. For each payment, Alice constructs a partial payment preimage r_i = H(BP || i), which encumbers the i'th payment. The public partial payment hash h_i = H(r_i).

                Alice then initiates each partial payment by constructing a route to the destination with value v_i and payment hash h_i. Alice also includes some info (ID, n, s_i) to identify the overall AMP and this partial payment's additive share.

                Finally, when Bob receives all n payments, he can reconstruct BP = s_1 ^ .. ^ s_n. With BP, Bob can then reconstruct each partial payment preimage, which competes the total payment.

                \ No newline at end of file diff --git a/btc-ln/breez lightning service providers/index.html b/btc-ln/breez lightning service providers/index.html new file mode 100644 index 0000000000..1f7af5d793 --- /dev/null +++ b/btc-ln/breez lightning service providers/index.html @@ -0,0 +1,94 @@ +breez lightning service providers | philip's notes

                breez lightning service providers

                2021-12-12 · 4 min read

                Source: https://medium.com/breez-technology/introducing-lightning-service-providers-fe9fb1665d5f

                Requirements for mainstream #

                1. minimize onboarding friction
                  1. friend asks "do you accept lightning?": 1st time inbound receive
                    1. IDEAL USE CASE FOR LSPs IMO
                  2. friend asks "can you pay me w/ lightning?": 1st time outbound send
                    1. user onboards initial balance via fiat onramp
                      1. I suppose user can just pay LSP directly huh!
                    2. user already has BTC in some wallet/exchange (low probability)
                2. hide complexity from user
                  1. users should not have to understand channels, channel management, HTLCs, etc...
                  2. zero configuration
                  3. only a single balance (should be no BTC vs LN balance distinction)
                    1. See (https://blockonomi.com/submarine-swaps/)
                  4. auto-rebalance channels in the background
                    1. A user might have capacity spread across multiple channels (is there some way to just merge them all as more capacity is added?)
                    2. Each channel might only have 20% of the total outbound capacity; we need to rebalance if the user wants to make a payment > 20% of their total capacity. (Or this is just an AMP?)
                3. predictable and low fee structure
                  1. unfortunately, I think this is one downside w/ this approach.
                  2. imagine user with low inbound liquidity recveives money from friend. the LSP needs on-chain TX to top up and will probably also add additional inbound capacity (to amortize) (right?). suddenly user gets "unexpected" cost, since they probably don't understand or can't see channel capacities and on-chain tx fees.

                Problems #

                1. Wallet needs to be open and online in order to receive payments
                2. Recovering wallet on new device. Must ensure old Signal app/LN wallet stops running

                define: LSP == Lightning Service Providers

                Lightning is to LSP as Internet is to ISP

                Network hub, centralizing liquidity is more efficient

                See also: https://www.bitrefill.com/thor-lightning-network-channels/?hl=en and https://lnbig.com/#/open-channel

                1. LSPs front initial inbound liquidity to users
                  1. currently Breez defaults to ~$50 initial inbound liquidity per user
                2. LSPs are the sole counterparty for wallet users. LSPs take on all of the complexity in managing the channel capacity, closing unused channels, fronting initial liquidity, accepting fiat to top-up channels, etc...
                3. LSPs handle ensuring connectivity and liquidity out to the rest of the LN, hiding this complexity from normal users.
                4. LSPs rebalance funds across their channels to ensure liquidity for users.
                5. LSPs can focus on reliability to ensure consistent uptime vs user-run wallets.
                6. Tbh "non-custodial" is a bit of a misdirection, since in this case the LSP controls the wallet code :p.
                  1. Of course, this doesn't seem to be a problem for everyone using Venmo, Whatsapp, etc... but those also run on fiat rails, which can revert fraud.
                  2. App cannot be compromised or all users' funds at risk
                  3. LSP can be compromised (assuming no non-consensual send APIs exposed) without risking user funds (but can they? how are channel closes handled if we can't assume the users' LND clients are always live?).
                  4. Why even bother running a whole ass LND on each user's phone and instead just do fully custodial lightning? (definitely bad optics)
                  5. From SEC perspective, ideal setup has clear separation b/w LND wallet and Signal app. From UX perspective, prev. is untenable wrt. complexity. Wallet must be integrated.
                7. Most LSPs have 30 channel maintainence guarantee, may close if inactive longer.
                8. LSP needs initial fee to charge for (1) initial channel open tx, (2) capital cost, (3) channel close tx, (4) small profit. Breez was ~$1 vs $50 fronted, almost 2% fee.
                9. LSPs also can charge fee on (1) lightning txs, (2) fiat onboarding.
                \ No newline at end of file diff --git a/btc-ln/hosted channels/index.html b/btc-ln/hosted channels/index.html new file mode 100644 index 0000000000..d33dbce011 --- /dev/null +++ b/btc-ln/hosted channels/index.html @@ -0,0 +1,94 @@ +hosted channels | philip's notes

                hosted channels

                2021-12-12 · 1 min read

                Hosted Channels (HC) are a new channel type that aren't backed by an on-chain HTLC. The Host side holds the money and the Client side trusts the host.

                HCs aren't enforceable on-chain but can still be advertised to the LN. They're more capital efficient and other nodes can use the public HCs.

                Looks like Simple Bitcoin Wallet is using Hosted Channels for first-time inbound receive?

                \ No newline at end of file diff --git a/btc-ln/index.html b/btc-ln/index.html new file mode 100644 index 0000000000..27553504f4 --- /dev/null +++ b/btc-ln/index.html @@ -0,0 +1,76 @@ +btc-ln | philip's notes

                btc-ln

                atomic multipath payments (AMP) →

                2021-12-14 · 3 min read

                BOLT 2 - channel management protocol →

                2022-04-10 · 14 min read

                BOLT 4 - onion routing protocol →

                2022-03-17 · 2 min read

                BOLT 7 - p2p node and channel discovery →

                2022-03-17 · 2 min read

                BOLT 8 - secure noise transport →

                2022-04-10 · 1 min read

                BOLT 11 - invoices →

                2022-04-10 · 2 min read

                breez lightning service providers →

                2021-12-12 · 4 min read

                hosted channels →

                2021-12-12 · 1 min read

                lightning libs →

                2021-12-12 · 1 min read

                lightning network notes →

                2022-03-17 · 1 min read

                lightning rod →

                2021-12-12 · 1 min read

                lightningdevkit - rust-lightning →

                2022-03-03 · 5 min read

                submarine swaps →

                2021-12-12 · 3 min read

                zero-conf channels →

                2021-12-12 · 1 min read

                \ No newline at end of file diff --git a/btc-ln/lightning libs/index.html b/btc-ln/lightning libs/index.html new file mode 100644 index 0000000000..27331ddc87 --- /dev/null +++ b/btc-ln/lightning libs/index.html @@ -0,0 +1,94 @@ +lightning libs | philip's notes

                lightning libs

                2021-12-12 · 1 min read

                Immortan is a minimal, privacy-focused, opinionated LN protocol implementation aimed to specifically power lite LN nodes which are mostly to be found on mobile phones or desktop computers and only run private channels.

                https://github.com/btcontract/IMMORTAN https://github.com/btcontract/wallet

                Eclair (French for Lightning) is a Scala implementation of the Lightning Network.

                https://github.com/ACINQ/eclair

                Breez is a Lightning Network mobile client and a hub. It provides a platform for simple, instantaneous bitcoin payments.

                https://github.com/breez/breez https://github.com/breez/breezmobile https://github.com/breez/server

                rust-lightning LDK is a Lightning library written in Rust, with many modular pieces which are intended to be mixed and matched to enable Lightning functionality in many different kinds of projects.

                https://github.com/lightningdevkit/rust-lightning

                cloudhead/nakamoto: a privacy preserving BTC light client in Rust. Very modular. IO-free core protocol.

                https://github.com/cloudhead/nakamoto

                \ No newline at end of file diff --git a/btc-ln/lightning network notes/index.html b/btc-ln/lightning network notes/index.html new file mode 100644 index 0000000000..ca986aa5e7 --- /dev/null +++ b/btc-ln/lightning network notes/index.html @@ -0,0 +1,94 @@ +lightning network notes | philip's notes

                lightning network notes

                2022-03-17 · 1 min read

                HTLCs must clear quickly #

                • HTLCs should clear quickly (like at most 30sec)
                • Each pending HTLC adds an extra txout to your (refund?) tx, which costs you on-chain fees if you have to revoke.
                • Good quality nodes should almost never (?) hold HTLCs for a long time.
                • Rustie proposal (offhand comment from Tadje circa 2019) means nodes will try to ascribe blame if an HTLC doesn't clear quickly.
                  • If the path looks like A -> B -> C, and A sees HTLC pass some timeout, A will request proof (proof that B closed channel B <-> C with pending HTLC containing image of R) from B that he has also punished C for not publishing R (preimage) or A will punish B (by closing their channel A <-> B).
                \ No newline at end of file diff --git a/btc-ln/lightning rod/index.html b/btc-ln/lightning rod/index.html new file mode 100644 index 0000000000..5e0cb3b997 --- /dev/null +++ b/btc-ln/lightning rod/index.html @@ -0,0 +1,94 @@ +lightning rod | philip's notes

                lightning rod

                2021-12-12 · 1 min read

                TODO, looks like some way to do offline payments via a trustless intermediary who will hold onto some state.

                https://medium.com/breez-technology/introducing-lightning-rod-2e0a40d3e44a

                Carl: What ended up happening to the LR offline? Roy (Breez): Didn't end up implementing it then b/c there's a limit to the number of HTLCs you can hodl, and in some nodes the limit is very low. There are other issues, like mobile notifications are not very reliable and if the payer doesn't connect afterwards it leads to channel being closed. All these can be mitigated, so it's possible we'll revisit now the network is a bit more stable.

                Carl: Signal is a VoIP app. Carl: VoIP applications have special privilege in iOS-land, so they can run a snippet of code upon notification Philip: hmm so on iOS you can send a notification, which would trigger the Signal app to like check their channels or receive an async payment? Carl: yes I think so

                \ No newline at end of file diff --git a/btc-ln/lightningdevkit - rust-lightning/index.html b/btc-ln/lightningdevkit - rust-lightning/index.html new file mode 100644 index 0000000000..d29c6f2474 --- /dev/null +++ b/btc-ln/lightningdevkit - rust-lightning/index.html @@ -0,0 +1,303 @@ +lightningdevkit - rust-lightning | philip's notes

                lightningdevkit - rust-lightning

                2022-03-03 · 5 min read

                Github: https://github.com/lightningdevkit/rust-lightning/

                ldk-sample node impl #

                https://github.com/lightningdevkit/ldk-sample

                run:

                $ cargo run <bitcoind-rpc-username>:<bitcoind-rpc-password>@<bitcoind-rpc-host>:<bitcoind-rpc-port? <ldk_storage_directory_path> [<ldk-peer-listening-port>] [bitcoin-network] [announced-listen-addr announced-node-name]
+

                deps:

                • lightning

                • lightning-block-sync = { features = [ "rpc-client" ] }

                • lightning-invoice

                • lightning-net-tokio

                • lightning-persister

                • lightning-background-processor

                • bitcoin

                • bitcoin-bech32

                • tokio

                looks like the sample assumes some bitcoind node running locally/accessible via rpc

                main #

                Simplified and annotated

                // primary crate-specific logic
+use crate::bitcoind_client::BitcoindClient;
+use crate::disk::FilesystemLogger;
+
+// ..
+
+// Is this like the in-memory storage?
+// it says "TODO: persist payment into to disk" loe
+pub(crate) type PaymentInfoStorage = Arc<Mutex<HashMap<PaymentHash, PaymentInfo>>>;
+
+// what is FilesystemPersister doing here? some extra indexed
+// data?
+type ChainMonitor = chainmonitor::ChainMonitor<
+	InMemorySigner,
+	Arc<dyn Filter + Send + Sync>,
+	Arc<BitcoindClient>,
+	Arc<BitcoindClient>,
+	Arc<FilesystemLogger>,
+	Arc<FilesystemPersister>,
+>;
+
+pub(crate) type PeerManager = SimpleArcPeerManager<
+	SocketDescriptor,
+	ChainMonitor,
+	BitcoindClient,
+	BitcoindClient,
+	dyn chain::Access + Send + Sync,
+	FilesystemLogger,
+>;
+
+// ok, this uses ChainMonitor, and chanmgr def needs to persist
+// so maybe that's why ChainMonitor has persistance?
+pub(crate) type ChannelManager = SimpleArcChannelManager<
+	ChainMonitor,
+	BitcoindClient,
+	BitcoindClient,
+	FilesystemLogger
+>;
+
+// what is E?
+pub(crate) type InvoicePayer<E> = payment::InvoicePayer<
+	Arc<ChannelManager>,
+	Router,
+	Arc<Mutex<Scorer>>,
+	Arc<FilesystemLogger>,
+	E,
+>;
+
+// this is Lightning Network router?
+type Router = DefaultRouter<Arc<NetworkGraph>, Arc<FilesystemLogger>>;
+
+// ..
+
+async fn handle_ldk_events(
+	channel_manager: Arc<ChannelManager>,
+	bitcoind_client: Arc<BitcoindClient>,
+	keys_manager: Arc<KeysManager>,
+	inbound_payments: PaymentInfoStorage,
+	outbound_payments: PaymentInfoStorage,
+	network: Network,
+	event: &Event,
+) {
+	match event {
+
+	// client should gen a funding tx, then call
+	// chanmgr::funding_transaction_generated. event generated in chanmgr.
+	FundingGenerationReady {
+		temp_chan_id,
+	  	chan_out_value,
+		out_script,
+		user_chan_id (or 0 for inbound)
+	} => {
+		let raw_tx = bitcoind.create_raw_transaction(outputs).await;
+		let funded_tx = bitcoind.fund_raw_transaction(raw_tx).await;
+		let signed_tx =
+			bitcoind.sign_raw_transaction_with_wallet(funded_tx.hex).await;
+		let final_tx = encode::deserialize(signed_tx.hex);
+		chanmgr.funding_transaction_generated(temp_chan_id, final_tx);
+	}
+
+	// got that cash money babyyy
+	// need to find the payment preimage and feed it to chanmgr::claim_funds
+	// if we can't find it, hit up chanmgr::fail_htlc_backwards
+	// note: might get multiple events for a single inbound payment :O
+	PaymentReceived { payment_hash, purpose, amt, .. } => {
+		let mut payments = inbound_payments.lock();
+		let (preimage, secret) = match purpose {
+			// 					      vvvvvvvv can be None?
+			PaymentPurpose::Invoice { preimage, secret } => { /*..*/ }
+			PaymentPurpose::Spontaneous(preimage) => { (preimage, None) }
+		};
+		//                                       vvvvvvvv unwrap????
+		let status = chanmgr.claim_funds(preimage.unwrap());
+		let status = if status { HTLCStatus::Succeeded } else { Failed };
+		payments.upsert(payment_hash, { status, preimage, secret, amt });
+	}
+
+	// outbound payment succeeded! made its way to the target and we got
+	// the preimage back!
+	PaymentSent { preimage, payment_hash, fee_paid, .. } => {
+		let mut payments = inbound_payments.lock();
+		if let Some(payment) = payments.find_mut(payment_hash) {
+			payment.preimage = Some(preimage);
+			payment.status = Succeeded;
+		}
+	}
+
+	// outbound payment failed. PaymentPathFailed events provide extra info
+	// also for each individual path in a MPP. provided when payment no
+	// longer retryable (either b/c of many timeouts or
+	// called chanmgr::abandon_payment).
+	PaymentFailed { hash, .. } => {
+		if let Some(payment) = inbound_payments.lock().get_mut(hash) {
+			payment.status = Failed;
+		}
+	}
+
+	// gen'd when we successfully forward a payment through our node and
+	// earn a forwarding fee
+	PaymentForwarded { fee_earned, claim_from_onchain_tx } => {
+		log(/* .. */);
+	}
+
+	// you should call chanmgr::process_pending_htlc_forwards some time
+	// in the future
+	PendingHTLCsForwardable { time_forwardable } => {
+		let min = time_forwardable.as_millis();
+		// spawns a task that calls chanmgr::process_pending_htlc_forwards
+		// after random time in range [min, 5*min]
+	}
+
+	// some of your tx outputs were confirmed on-chain and are now spendable.
+	// you _must_ store & spend these outputs asap (?).
+	SpendableOutputs { outputs } => {
+		let spending_tx = keysmgr.spend_spendable_outputs(outputs, /* .. */);
+		bitcoind.broadcast_tx(spending_tx);
+	}
+
+	// one of our channels is being closed. e.g., force close, coop close,
+	// funding tx timeout, d/c'd peer.
+	ChannelClosed { chanid, reason, user_chanid } => { /* log */ }
+
+	// we can abandon the funding tx and recycle inputs for another purpose
+	DiscardFunding { chanid, tx } => {
+		// A "real" node should probably "lock" the UTXOs spent in funding
+		// transactions until  the funding transaction either confirms, or
+		// this event is generated.
+	}
+
+	// a path for an outbound payment succeeded. useful for scoring nodes
+	// on the path?
+	PaymentPathSuccessful { /* ignore? */ }
+
+	// an outbound HTLC failed. probably someone dropped us on the floor.
+	// might be able to retry with a different route.
+	// Note: doesn't indicate failure for a MPP payment.
+	PaymentPathFailed => { /* ignore? */ }
+
+	}
+}
+
+async fn start_ldk() {
+	// 1. create data directory
+	// 2. connect to bitcoind rpc
+	// 3. check we're on same network as bitcoind
+	// 4. init broadcaster interface (uses bitcoind)
+	// 5. init persistance (FilesystemPersister(dir))
+	// 6. init chain monitor (uses bitcoind + fs persister)
+	// 7. init keys manager (uses a 32B seed file to derive other keys)
+	// 8. read channel monitor state from disk (could be empty?)
+
+	// 9. init channel manager
+	//	 9.a. if no dir/manager file, then fresh node
+	//     9.a.1. use latest block hash/height and freash chan manager
+	//   9.b. read chan manager state from fs
+
+	// 10. sync chan mons and chan mgr to chain tip (if restarting node)
+	//   10.a. go through each chan mon and sync
+	//         (via init::synchronize_listeners)
+
+	// 11. tell chain mon to watch each chan
+	// 12. try to read any persisted network graph state
+	// 13. spawn a task that persists the network graph every 10min
+	// 	   (note: not safety critical, can always just re-gossip)
+	// 14. init peer mgr (needs node secret, ln msg handler uses chan mgr
+	// 	   and route handler (NetGraphMsgHandler))
+	// 15. init inbound net
+	//	 15.a. bind to port.
+	//   15.b. spawn a lightning_net_tokio::setup_inbound(peermgr) task for
+	//         every inbound connection.
+	// 16. spawn a task that polls the best chain tip every 1s.
+	// 17. spawn a task that persists the scorer (used for scoring channels
+	// 	   to find lowest fee path) every 10min.
+	// 18. init main event handler (top-level app events you should handle)
+	// 19. init InvoicePayer (utility for paying Invoices and sending pymts)
+	// 	   this takes the event handler, router, chanmgr, and scorer
+	// 20. init BackgroundProcessor (this fwds events to the InvoicePayer,
+	//	   periodically backs up chanmgr, drives clock on chanmgr and
+	// 	   and peermgr, periodically clear stale chans in net graph)
+	// 21. spawn a task that tries to reconnect with channel peers every 1s
+	// 22. spawn a task that broadcasts our node_announcement every 1min
+}
+
                \ No newline at end of file diff --git a/btc-ln/submarine swaps/index.html b/btc-ln/submarine swaps/index.html new file mode 100644 index 0000000000..73cfa58118 --- /dev/null +++ b/btc-ln/submarine swaps/index.html @@ -0,0 +1,94 @@ +submarine swaps | philip's notes

                submarine swaps

                2021-12-12 · 3 min read

                Problem #

                It is crucial for UX that there is no distinction b/w on-chain BTC and off-chain LN capacity. Transfers b/w on-chain BTC and off-chain LN wallets should also happen in one step and with minimal fees.

                Without submarine swaps you need an intermediate step where you first transfer LN funds to an on-chain BTC wallet, then pay the BTC. Another way to look at BTC -> LN is for topping up an existing LN channel.

                Note: a submarine swap can't increase the total channel capacity, just fill your inbound/outbound side sending/receiving on-chain BTC (unless you are a client of an LSP who will open a zero-conf channel to your node).

                Submarine Swaps claim to solve this problem.

                Define #

                Submarine swaps transfer funds between the base-layer chain and the second-layer Lightning Network through (paid) intermediaries — importantly — without trust. In effect, Submarine Swaps can bridge users’ on-chain and off-chain balances. Source

                Submarine swaps are atomic on-chain to off-chain swaps (and vice-versa) of cryptocurrencies. Source

                Submarine swaps rely on a trustless intermediary or "swap provider".

                Protocol #

                on-chain BTC -> off-chain LN channel

                1. User sends on-chain BTC contract + LN invoice to the swap provider.

                  This swap contract is an HTLC; if the swap provider fails to execute in time, the user can reclaim their funds.

                2. The preimage in the swap contract is used by the swap provider as proof of payment to claim the on-chain BTC at the swap address.

                  The swap provider will not know the preimage unless the LN invoice is paid.

                3. If successful, the off-chain LN channel will be filled with the corresponding amount and the swap provider can claim the funds in the HTLC.

                Misc #

                Actually execute a swap (0.20% fee as of 2021/12/12): https://submarineswaps.org/

                See src for a swaps service: https://github.com/submarineswaps/swaps-service

                Breez uses Submarine Swaps to move on-chain bitcoin directly to the user’s Lightning node without the need to send the funds to a local bitcoin wallet first. As a result, users only see and manage their Lightning balance without a need to manage a separate on-chain balance.

                Can execute Submarine Swaps across chains (i.e., spend on-chain ETH to fill off-chain LN channel)

                Added privacy benefit: with a submarine swap, you effectively wash the BTC and receive uncorrelated Lightning.

                \ No newline at end of file diff --git a/btc-ln/zero-conf channels/index.html b/btc-ln/zero-conf channels/index.html new file mode 100644 index 0000000000..bf0ebb876e --- /dev/null +++ b/btc-ln/zero-conf channels/index.html @@ -0,0 +1,97 @@ +zero-conf channels | philip's notes

                zero-conf channels

                2021-12-12 · 1 min read

                  https://medium.com/breez-technology/lightning-payment-channels-a-flavor-for-every-palette-53cb975907ea

                  [bitcoin-dev] [Opt-in full-RBF] Zero-conf apps in immediate danger

                  def: zero-conf app

                  Accepts on-chain payment from untrusted party and possibly delivers product/service depending on risk factors.

                  Risk Analysis:

                  1. If incoming txn is RBF (direct or inherited)
                    • then the txn is too risky; wait for 1+ conf, since it can be replaced at any time
                  2. If the payment amount is for an amount greater than X
                    • then the txn is too risky; wait for 1+ conf, since the amount is worthy of a sophisticated attacker
                  3. Else
                    • wait for txn to propagate through mempool
                    • If there's no double-spend attempt, then accept zero-conf.

                  If receiving from fully untrusted third parties, zero-conf apps should be willing to tolerate an expected loss.

                  https://github.com/lightning/bolts/issues/565#issuecomment-460601680

                  https://bitcoinops.org/en/topics/zero-conf-channels/

                  \ No newline at end of file diff --git a/combinatorics/index.html b/combinatorics/index.html new file mode 100644 index 0000000000..a51f43ea8a --- /dev/null +++ b/combinatorics/index.html @@ -0,0 +1,73 @@ +combinatorics | philip's notes

                  combinatorics

                  k-combinations of a multiset →

                  2022-02-08 · 5 min read

                  \ No newline at end of file diff --git a/combinatorics/k-combinations of a multiset/index.html b/combinatorics/k-combinations of a multiset/index.html new file mode 100644 index 0000000000..76aa1a7350 --- /dev/null +++ b/combinatorics/k-combinations of a multiset/index.html @@ -0,0 +1,186 @@ +k-combinations of a multiset | philip's notes

                  k-combinations of a multiset

                  2022-02-08 · 5 min read

                  def: Multiset #

                  A multiset is just a set that may contain duplicates. For example, [a, a, b, b, b, c] is a multiset in a flattened, array-like representation. We could just as easily write it in a compact, map-like representation: { a: 2, b: 3, c: 1 }. Here, we take each unique element and associate it with its number of occurances in the multiset.

                  Multisets are a natural representation for many common objects in combinatorics, and are often used to model rolling multiple dice, counting cards by suite, and so on.

                  When representing multisets computationally, it's often convenient to represent them as a sorted array. That way, we'll have exactly one canonical representative for each multiset. This trick can enable further optimizations for us to exploit.

                  def: k-Combinations of a Multiset #

                  The k-combinations of a multiset are all k-length combinations drawn from the given multiset. Since these are combinations and not permutations, the order is not important (so the permutations [1, 1, 2, 2] and [1, 2, 1, 2] and [2, 2, 1, 1] and ... are all equivalent).

                  The elements are also drawn without replacement, so an element only appearing twice in the multiset should only ever appear at most twice in any combination.

                  To get a better idea of what we're talking about, suppose we've just rolled 6 dice and they come up as [1, 1, 2, 2, 2, 3]. How many different ways can we select 4 of the 6 dice to re-roll? As you can probably guess, these are just the 4-combinations of the above multiset.

                  Listing out the 4-combinations of mset = [1, 1, 2, 2, 2, 3] in lexicographic order:

                  [1, 1, 2, 2]
+[1, 1, 2, 3]
+[1, 2, 2, 2]
+[1, 2, 2, 3]
+[2, 2, 2, 3]
+

                  Insight #

                  If you stare at the list above for a bit, you might notice something interesting. If we list out the combinations in sorted order, the first combination is always mset[0..k] and the last combination is always mset[n-k..n], where mset the multiset, k is the length of each combination, n is the number of elements in the multiset mset, and a..b is Rust range syntax for integers between a (inclusive) and b (exclusive).

                  This property will come in handy in a moment when we write an algorithm to generate the k-combinations, since these two k-combinations give us our start and end points. In other words, we'll start generating combinations from mset[0..k] and we'll know we've finished when the current combination equals mset[n-k..n]

                  I'll leave the general proof as an exercise for the reader : )

                  Algorithm #

                  See also: http://www.martinbroadhurst.com/combinations-of-a-multiset.html

                  Here is the core function, which takes mset, a sorted multiset slice, and arr the previous generated combination. We modify arr in-place to the next combination.

                  If there are no combinations left to generate, the function returns true.

                  fn next_mset_comb<T>(
+	// this is the original multiset in flattened,
+	// array-like representation
+	mset: &[T],
+	// this is the _previous_ combination, also in flattened
+	// array-like representation
+	arr: &mut [T],
+) -> bool
+where
+    T: Clone + PartialOrd,
+{
+	let n = mset.len();
+	let k = arr.len();
+
+	let last = &mset[(n-k)..n];
+
+	// find the rightmost element in `arr` that is less
+	// than the "max" value it can have (which is the
+	// same as the element in the final combination at the
+	// same index)
+	let maybe_next_idx = (&*arr).into_iter()
+		.zip(last.into_iter())
+		.rposition(|(x, l)| x < l);
+
+	let (i, x) = match maybe_next_idx {
+		Some(i) => (i, &arr[i]),
+		None => return true, // done!
+	};
+
+	// find the successor element (the next element in the
+	// multiset greater than arr[i])
+	let maybe_succ_idx = mset.into_iter().position(|y| x < y);
+
+	let j = match maybe_succ_idx {
+		Some(j) => j,
+		// since we've already checked we're not at the end,
+		// it cannot happen that there is no successor.
+		None => unreachable!(),
+	};
+
+	// replace arr[i] with its successor and all subsequent in arr with
+	// the subsequent in the original multiset.
+	arr[i..k].clone_from_slice(&mset[j..(j + (k - i))]);
+
+	// not done yet : )
+	false
+}
+

                  We can also use the above to write an Iterator over the k-combinations. This Iterator has a nice advantage in that it only uses constant space while iterating, so no need for a big temporary array.

                  struct KCombsIter<T> {
+    mset: Vec<T>,
+    comb: Vec<T>,
+    done: bool,
+}
+
+impl<T> KCombsIter<T>
+where
+    T: Clone + PartialOrd + Ord,
+{
+    fn new(mset: Vec<T>, k: usize) -> Self {
+        assert!(k <= mset.len());
+        assert!(is_sorted(mset.iter()));
+
+        let comb = mset[0..k].to_vec();
+
+        Self {
+            mset,
+            comb,
+            done: false,
+        }
+    }
+}
+
+impl<T> Iterator for KCombsIter<T>
+where
+    T: Clone + PartialOrd + Ord,
+{
+    type Item = Vec<T>;
+
+    fn next(&mut self) -> Option<Self::Item> {
+        if !self.done {
+            let comb = self.comb.clone();
+            self.done = next_mset_comb(&self.mset, &mut self.comb);
+            Some(comb)
+        } else {
+            None
+        }
+    }
+}
+

                  See the complete code in action on the Rust Playground: https://play.rust-lang.org/?version=stable&mode=debug&edition=2021&gist=6d08a5fa898eb5e43f9a0f7d30fdd0ad

                  The above may be slightly wasteful for certain usecases, since it needs to allocate on each iteration. For your specific usage, you'll want to specialize the representation of the multiset itself in order to squeeze out every last drop of perf.

                  For example, in my Kingdome Come: Deliverance - Optimal Dice Strategy algorithm, you can see the bit-packed DiceVec, which represents a roll of 0 to 6 dice packed into a single u64 and the likewise specialized iterator DiceVecMultisetsIter, which uses SIMD to manipulate the multisets and doesn't need any intermediate allocation.

                  \ No newline at end of file diff --git a/confidential computing/enarx (WASM TEE)/index.html b/confidential computing/enarx (WASM TEE)/index.html new file mode 100644 index 0000000000..ef0404a6ac --- /dev/null +++ b/confidential computing/enarx (WASM TEE)/index.html @@ -0,0 +1,162 @@ +enarx (WASM TEE) | philip's notes

                  enarx (WASM TEE)

                  2022-02-17 · 13 min read

                  site: https://enarx.dev

                  TEE #

                  Trusted Execution Environments (TEEs) allow organizations to run applications within a set of memory pages that are encrypted with a secret key by the host CPU in such a way that these pages are not accessible to the operating system or any other software, even running at the highest privilege level.

                  There are currently two leading models of TEEs:

                  • Process-based: current implementations include Intel’s SGX (Software Guard eXtensions).
                  • VM-based: current implementations include AMD’s SEV (Secure Encrypted Virtualization).

                  Applications that need to run in a TEE must be developed specifically for each platform, and they differ significantly depending if it’s a process-based or VM-based TEE model. Additionally, they must implement something called attestation, which is a validation process for the TEE to prove that it’s genuine before it can be trusted by the application. Rewriting the application or the custom VMM that runs it, as well as the attestation, for each hardware platform is extremely complex and time-consuming.

                  In the next section, we will introduce Enarx, an open source framework for running applications in TEEs that addresses many of the issues raised. We’ll give a simplified overview of the component architecture of Enarx (and how it allows for support for multiple hardware platforms) and the process of creating and deploying applications to TEE instances using Enarx.

                  Enarx #

                  Enarx is a framework for running applications in TEE instances – which we refer to as “Keeps”–without the need to trust lots of dependencies, without the need to rewrite the application, and without the need to implement attestation separately.

                  Enarx aims to minimize the trust relationships required when executing applications, meaning that the only components which need to be trusted are: the CPU and associated firmware, the workload itself, and the Enarx middleware, which is fully open source and auditable. Applications run without any of the layers in the stack (e.g. hypervisor, kernel, user-space) being able to look into or alter the Keep or its contents.

                  It provides a WebAssembly runtime, based on wasmtime, offering developers a wide range of language choices for implementation, including Rust, C, C++, C#, Go, Java, Python and Haskell. It is designed to work across silicon architectures transparently to the user so that the application can run equally simple on Intel platforms (SGX or the recently-announced TDX), AMD platforms (SEV) or forthcoming platforms such as Arms’ Realms and IBM’s PEF - all without having to recompile the application code.

                  Enarx is CPU-architecture independent, enabling the same application code to be deployed across multiple targets, abstracting issues such as cross-compilation and differing attestation mechanisms between hardware vendors.

                  Enarx provides attestation, packaging and provisioning of the application to take place in a way which is transparent to the user. Every instance of an application goes through three steps:

                  • Attestation: Enarx checks that the host to which you’re planning to deploy is a genuine TEE instance.
                  • Packaging: Once the attestation is complete and the TEE instance verified, the Enarx management component encrypts the application and any required data.
                  • Provisioning: Enarx then sends the application and data along to the host for execution in the Enarx Keep.

                  At no point is the host system able to look inside or change the code or data within a Keep. Thus, Enarx allows organizations with sensitive code or data to run their applications with strong integrity and confidentiality protections.

                  Components #

                  Enarx component details image

                  Threat Model #

                  A representation of a computing stack, with "CPU | Firmware" at the bottom and "Application" and "Middleware" at the top. The other six middle layers in between are crossed out.

                  Enarx trust architecture (VM case)

                  Enarx provides four layers in the run-time stack. Working from the lowest up, they are:

                  1. a VMM (Virtual Memory Manager)
                  2. a microkernel (μkernel)
                  3. a WASM runtime (WebAssembly)
                  4. a WASI implementation (WebAssembly System Interface).

                  Attestation #

                  An application which is going to run in an Enarx Keep needs to attest two things:

                  1. The hardware TEE providing Keeps.
                  2. A measurement of the Enarx runtime. This means that Red Hat may need to launch a service to abstract attestation. The way that this works is that the client requests attestation from Enarx. Enarx supplies a blob. The client forwards this to Red Hat. Red Hat will then complete attestation of the h/w environment and translate the measurements of Enarx into a something which allows you to identify the specific version of Enarx.

                  (??? what is Red Hat in this case? the abstract cloud provider? is "requests from Enarx" like request from a local library, or actually hitting an API??)

                  From the client’s point of view, the attestation steps of Enarx end up with the following two cryptographically validated assertions:

                  1. The TEE type and version;
                  2. The Enarx version and integrity. The attestation processes associated with the various hardware architectures are very different (see SEV architectural and SGX architectural): providing a common mechanism to abstract this is expected to be a major part of the work associated with this project.

                  Simplified Enarx process flow

                  AMD SEV Remote Attestation Protocol #

                  Goal #

                  This protocol allows a tenant to:

                  1. Verify the platform certificate chain belonging to the remote host where the Enarx Keep is constructed
                  2. Establish a secure channel with the remote CPU AMD Secure Processor (AMD SP) on the remote host
                  3. Compare its own measurement of the guest's initial state with the AMD SP's measurement from the untrusted host
                  4. Safely deliver its workload to the AMD SP

                  This protocol maps the regular SEV launch procedure onto a simple client-server model (client sends request to server; server sends its response to client). In fact, the message formats are comprised of data structures defined in the AMD SEV specification.

                  It is a short, serialized exchange. More importantly, however, it is meant to be an “atomic” transaction. What this means is that the client and the backend complete attestation successfully in this exchange or they don’t. There are no “in-between” end conditions. Therefore, neither party should have any expectation of “retrying” a previous step. It is always forward progress or none at all. As the orchestrator, it is the Keep Manager’s responsibility to know if the keep becomes defunct during attestation, launch, or normal operation. It is expected that the Keep Manager will inform the client of an appropriate error condition and tear down the defunct Keep if necessary.

                  Message Formats #

                  The data structures defined in the SEV specification form the substrate for this protocol. As a result, message payloads are binary structures. The messages for this protocol are CBOR-encoded. They will be represented here in Concise Data Definition Language (CDDL).

                  message = {
+      certificate-chain-naples //
+      certificate-chain-rome //
+      launch-start //
+      measurement //
+      secret //
+      finish
+}
+
+certificate-chain-naples = (
+      "ark": certificate-ca-small,
+      "ask": certificate-ca-small,
+      "pdh": certificate-sev,
+      "pek": certificate-sev,
+      "oca": certificate-sev,
+      "cek": certificate-sev,
+)
+
+certificate-chain-rome = (
+      "ark": certificate-ca-large,
+      "ask": certificate-ca-large,
+      "pdh": certificate-sev,
+      "pek": certificate-sev,
+      "oca": certificate-sev,
+      "cek": certificate-sev,
+)
+
+launch-start = (
+      "policy": policy,
+      "pdh": certificate-sev,
+      "session": session,
+)
+
+measurement = (
+      "build": build,
+      "measurement": bytes .size 32,
+      "nonce": bytes .size 16,
+)
+
+secret = (
+      "header": {
+            "iv": bytes .size 16,
+            "mac": bytes .size 32,
+      },
+      "ciphertext": bytes,
+)
+
+finish = /* TODO */
+
+version = (
+      "major": uint .size 1,
+      "minor": uint .size 1,
+)
+
+build = (
+      "version": version,
+      "build": uint .size 1,
+)
+
+policy = (
+      "flags": uint .size 2,
+      "minfw": version,
+)
+
+session = (
+      "nonce": bytes .size 16,
+      "wrap_tk": bytes .size 32,
+      "wrap_iv": bytes .size 16,
+      "wrap_mac": bytes .size 32,
+      "policy_mac": bytes .size 32,
+)
+

                  Sequence Diagram #

                  message sequence diagram

                  Syscall Proxy #

                  Enarx needs to support Keeps that are built on encrypted virtual machine technologies such as AMD SEV and IBM Power PEF. This means that we need to boot an operating system inside the guest VM. However, existing operating systems do not meet the Enarx design principles (especially: minimal trusted computing base [TCB], external network stack and memory safety). Therefore, this page outlines a plan for building a minimal OS which intends to service only the minimal requirements to run Enarx.

                  Existing Systems #

                  A traditional virtualization stack (such as Qemu + Linux) is typically composed of four components:

                  1. The Virtual Machine Manager (e.g. Qemu)
                  2. The VM BIOS / Firmware (e.g. OVMF)
                  3. The Guest Bootloader
                  4. The Guest Kernel

                  The Plan #

                  In order to remove these problems, Enarx plans to produce three components when running in a VM-based TEE:

                  1. The Enarx VMM
                  2. The Enarx μKernel
                  3. The Enarx Userspace WASM / WASI Runtime

                  These three components will be tightly coupled and shipped as an integrated system. The interfaces between the components will be considered an internal implementation detail that can be changed at any time. Enarx tenants will validate the cryptographic measurement of the three components (VMM Guest Memory Setup, μKernel and Userspace Runtime) as a single unit to reduce combinatorial complexity.

                  Enarx Syscall Proxy

                  In order to keep the TCB small, especially the exclusion of a full network stack, we intend to proxy syscalls to the host. This allows us to use as many of the host resources as possible while maintaining a small Keep size. It also allows for performance optimizations as Enarx gets more mature. The above chart shows a full trace of a single syscall across the various components. This works as follows:

                  1. An Enarx application, compiled to WebAssembly, makes a WASI call, for example: read(). This causes a transition from the JIT-compiled code into our guest userspace Rust code. This does not entail a full context switch and should be fast.

                  2. The hand-crafted Rust code should translate the WASI call into a Linux read() syscall. From here we leave Ring 3 (on x86; other architectures have similar structures) and jump into the μKernel, performing a context switch. At this point, some syscalls will be handled internally by the μKernel, for example, memory allocation where the virtual machine has sufficiently allocated pages to handle the request immediately.

                  3. All syscalls which cannot be handled internally by the μKernel must be passed to the host, so the guest μKernel passes the syscall request to the host (Linux) kernel. As an optimization, some syscalls may be handled by the host (Linux) kernel directly. For example, read() of a socket can be handled immediately by the host kernel, avoiding future context switches. This requires the (future) development of a Linux kernel module to handle these request directly in the host kernel. Since this is an optimization step, we can wait until the interfaces have settled before pursuing this.

                  4. All syscalls which cannot be handled internally by the host kernel must cause a vmexit in the host VMM. For example, a request for additional pages to be mapped into the guest must be passed to the VMM since that is the component which manages the allocated pages. Like previous layers, any syscalls which can be handled directly in the VMM (for example allocation from a pre-allocated memory pool) should be handled immediately to avoid future context switches.

                  5. In some cases, the VMM will have to re-enter the host kernel in order to fulfil the request. This is the slowest performance path and should be avoided wherever possible.

                  Syscall Categories and their Layers #

                  • Memory Allocation: Memory allocation syscalls should be served by the μKernel from pre-allocated pools of huge pages. Allocation of huge pages should be passed through to the host layers.

                  • Networking: All networking syscalls should be passed to the host layers. This ensures that the network stack lives outside the TCB.

                  • Filesystem: The guest μKernel should implement a filesystem on top of block encryption and authentication. Block IO should be passed to the host layers. It may even be possible to implement this functionality directly in userspace to reduce the number of context switches. Block authentication, block encryption and the filesystem should be implemented as reusable crates for use in other (non-VM-based keep) contexts.

                  • Threading: Techniques like NUMA are extremely hard to implement. Therefore, the μKernel should pass this to the host layers where possible. One particular strategy to accomplish this is to perform vCPU hotplug. When a new thread is created in the guest userspace, a new vCPU is created by the VMM. Therefore there is always a 1:1 mapping between userspace threads and vCPUs. The guest μKernel can pool pre-allocated vCPUs to increase performance.

                  FAQ #

                  Why not do containers? #

                  Would it be possible to implement containers within TEEs? That depends somewhat on the TEE implementation, but the answer is a "kind of yes". However, when you run containers on a host, the interactions that the container runtime has with the host leak all sorts of information that we really don't want to be making available to it. One of the design goals of Enarx is to reduce the number of layers that you need to trust, so this isn't a great fit. We know that containers are great, and one of the interesting sets of questions around Enarx revolves around exactly how you orchestrate Keeps, but whatever that looks like, we won't be doing something which meets the specification for containers, for the reasons outlined above.

                  (wish they were a bit more specific about this)

                  Will Enarx offer protection against side-channel attacks? #

                  The short answer is yes, where possible. To expand on this, first of all this is only a goal for now, as we won't be focusing our efforts on it immediately given we are still working on core functionality. Secondly, it is likely to be impossible to mitigate all side-channel attacks, but we certainly will attempt to do so where possible, as part of our aim to make Enarx Keeps as secure as possible.

                  TEE vs TPM #

                  You could implement many of the capabilities of a TPM within a TEE, but it doesn't make sense to create a "full" TPM implementation within a TEE on two levels:

                  • One of the key points of a TPM is that it's linked to the hardware, meaning that the boot sequence can be tied into PCRs (Platform Configuration Registers). TEEs aren't necessarily suitable as Hardware-Based Roots of Trust.
                  • Enarx provides a general processing environment. The capabilities of a TPM are carefully scoped, and to meet the requirements of the TCG (Trusted Computing Group, the standards body for TPMs), you need to implement these very carefully.

                  TEE vs HSM #

                  HSM's provide higher levels of protection than TEEs, but are separate modules, accessed via PCI bus, network, etc. TEEs are integral to the CPU packages on a motherboard. Both HSMs and TEE instances can be used as general-function processing units (depending on the model), and both can be programmed for particular uses (e.g. PKCS#11 modules). The cost of HSMs is high (typically thousands of dollars), whereas TEEs are integral to a chipset. The work to program an HSM is difficult.

                  \ No newline at end of file diff --git a/confidential computing/fortanix rust tutorial/index.html b/confidential computing/fortanix rust tutorial/index.html new file mode 100644 index 0000000000..1c2112edf9 --- /dev/null +++ b/confidential computing/fortanix rust tutorial/index.html @@ -0,0 +1,370 @@ +fortanix rust tutorial | philip's notes

                  fortanix rust tutorial

                  2022-02-17 · 12 min read

                  Source: https://edp.fortanix.com/docs/installation/guide/

                  Next time, also check out: https://docs.conclave.net/machine-setup.html

                  Windows SGX setup: https://dqdongg.com/windows/2020/05/31/Windows-sgx.html

                  Fortanix on Azure DCsv3 VM #

                  If you don't have a recent Intel CPU that supports SGX, you'll need to develop on a remote machine.

                  This tutorial will show you how to get the basic toolchain set up for developing Fortanix rust-sgx applications on a remote Azure VM that supports SGX confidential compute.

                  Create our VM #

                  We're using Ubuntu 20.04 LTS here. If you use an older Ubuntu version, you will experience problems.

                  $ az vm create \
+	--name sgx-test \
+	--resource-group sgx-test_group \
+	--size Standard_DC1s_v3 \
+	--image Canonical:0001-com-ubuntu-server-focal:20_04-lts-gen2:latest
+
+{
+  "fqdns": "",
+  "id": "/subscriptions/XXXXXXX-XXXX-XXXX-XXXX-XXXXXXXXX/resourceGroups/sgx-test_group/providers/Microsoft.Compute/virtualMachines/sgx-test",
+  "location": "westus",
+  "macAddress": "..",
+  "powerState": "VM running",
+  "privateIpAddress": "10.0.0.4",
+  "publicIpAddress": "..",
+  "resourceGroup": "sgx-test_group",
+  "zones": ""
+}
+

                  Sanity check for SGX support # 

                  $ ssh phlip9@XX.XX.XX.XX
+
+# The SGX kernel device should be available
+sgx-test:~$ ls -la /dev | grep sgx
+drwxr-xr-x  2 root root          80 Apr 26 20:10 sgx
+crw-rw-rw-  1 root root     10, 125 Apr 26 20:10 sgx_enclave
+crw-rw----  1 root sgx_prv  10, 126 Apr 26 20:10 sgx_provision
+
+# Kernel log should say something about SGX
+sgx-test:~$ sudo dmesg | grep -i sgx
+[    0.543687] sgx: EPC section 0x2c0000000-0x3bfffffff
+

                  If you've built the sgx-detect fortanix tool locally (targetting x86_64-unknown-linux) you can try scp'ing that over. It won't work just yet, since don't all SGX system libs installed.

                  # Try copying over a pre-built sgx-detect
+$ scp ~/dev/fortanix-rust-sgx/target/release/sgx-detect phlip9@XX.XX.XX.XX:~/
+
+sgx-test:~$ ./sgx-detect
+./sgx-detect: error while loading shared libraries: libsgx_dcap_ql.so.1: cannot open shared object file: No such file or directory
+

                  (Ubuntu/Debian) Install SGX libraries via APT #

                  Adding deb repos with SGX dependencies.

                  # For the Intel `libsgx-` dependencies.
+$ echo 'deb [arch=amd64] https://download.01.org/intel-sgx/sgx_repo/ubuntu focal main' | sudo tee /etc/apt/sources.list.d/intel-sgx.list
+$ wget -qO - https://download.01.org/intel-sgx/sgx_repo/ubuntu/intel-sgx-deb.key | sudo apt-key add -
+
+# (Optional) If you need `clang`.
+# $ echo "deb http://apt.llvm.org/focal/ llvm-toolchain-focal-10 main" | sudo tee /etc/apt/sources.list.d/llvm-toolchain-focal-10.list
+# $ wget -qO - https://apt.llvm.org/llvm-snapshot.gpg.key | sudo apt-key add -
+
+# (Optional) If you're using the Azure DCAP client, `az-dcap-client`.
+# $ echo "deb [arch=amd64] https://packages.microsoft.com/ubuntu/20.04/prod focal main" | sudo tee /etc/apt/sources.list.d/msprod.list
+# $ wget -qO - https://packages.microsoft.com/keys/microsoft.asc | sudo apt-key add -
+
                  $ sudo apt update
+
+# You should see libsgx things here now.
+$ apt search libsgx
+libsgx-ae-epid/unknown 2.15.101.1-bionic1 amd64
+  Intel(R) Software Guard Extensions QE and PvE
+# ..
+libsgx-urts-dbgsym/unknown 2.15.101.1-bionic1 amd64
+  debug symbols for libsgx-urts
+
+$ sudo apt upgrade
+
+# You may need these if you're doing more than just running `sgx-detect`.
+# $ sudo apt install \
+# 	clang-10 libssl-dev gdb libsgx-enclave-common libsgx-quote-ex \
+# 	libprotobuf17 libsgx-dcap-ql libsgx-dcap-ql-dev az-dcap-client \
+# 	open-enclave ninja-build
+
+# SGX dependencies
+$ sudo apt install libsgx-enclave-common libsgx-quote-ex libsgx-dcap-ql libsgx-dcap-ql-dev
+
+# Standard dev tools
+$ sudo apt install build-essential libssl-dev pkg-config
+
+# Fortanix needs protoc for the AESM client
+$ sudo apt install protobuf-compiler
+
+# Install rust
+$ curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh
+
+# Add SGX target
+$ rustup target add x86_64-fortanix-unknown-sgx
+

                  (macOS, build-only) Install SGX deps via Homebrew # 

                  $ brew install protobuf
+
+# Install rust
+$ curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh
+
+# Add SGX target
+$ rustup target add x86_64-fortanix-unknown-sgx
+

                  Build and run Fortanix sgx-detect tools #

                  Let's verify our install with sgx-detect.

                  
+
+# # Install fortanix SGX tools (via crates.io)
+# $ cargo install fortanix-sgx-tools sgxs-tools
+# # Failed b/c published crates are 4 mo out-of-date and need weird nightly
+# # version to compile.
+
+# Install fortanix SGX tools (via git repo) since the crates.io version
+# is very out-of-date.
+$ git clone https://github.com/fortanix/rust-sgx.git --depth=1
+$ cargo install --path ./intel-sgx/fortanix-sgx-tools
+$ cargo install --path ./intel-sgx/sgxs-tools
+
+$ sgx-detect
+Detecting SGX, this may take a minute...
+✔  SGX instruction set
+  ✔  CPU support
+  ✔  CPU configuration
+  ✔  Enclave attributes
+  ✔  Enclave Page Cache
+  SGX features
+    ✔  SGX2  ✔  EXINFO  ✘  ENCLV  ✘  OVERSUB  ✔  KSS
+    Total EPC size: 4.0GiB
+✔  Flexible launch control
+  ✔  CPU support
+  ？ CPU configuration
+  ✔  Able to launch production mode enclave
+✔  SGX system software
+  ✔  SGX kernel device (/dev/sgx_enclave)
+  ✔  libsgx_enclave_common
+  ✔  AESM service
+  ✔  Able to launch enclaves
+    ✔  Debug mode
+    ✔  Production mode
+    ✔  Production mode (Intel whitelisted)
+
+You're all set to start running SGX programs!
+
+
+$ echo >> ~/.cargo/config -e '[target.x86_64-fortanix-unknown-sgx]\nrunner = "ftxsgx-runner-cargo"'
+

                  (Failed) Attempt at SGX inside WSL2 #

                  Install protobuf compiler

                  # Ubuntu/Debian/WSL
+$ sudo apt install protobuf-compiler
+$ protoc --version
+
+libprotoc 3.6.1
+

                  Installing libsgx-dcap-ql-dev

                  # make sure we're running on focal Ubuntu release
+$ lsb_release -a
+
+$ echo "deb https://download.01.org/intel-sgx/sgx_repo/ubuntu focal main" | sudo tee -a /etc/apt/sources.list.d/fortanix.list >/dev/null
+
+$ curl -sSL https://download.01.org/intel-sgx/sgx_repo/ubuntu/intel-sgx-deb.key | sudo -E apt-key add -
+
+$ sudo apt update
+$ sudo apt install libsgx-dcap-ql-dev
+

                  Installing Linux SGX drivers

                  On Intel's website, find the latest “Intel SGX Linux Release” (not “Intel SGX DCAP Linux Release”) and download the “Intel (R) SGX Installers” for your platform. The package will have driver in the name.

                  Ubuntu 20.04 Drivers: https://download.01.org/intel-sgx/sgx-linux/2.15.1/distro/ubuntu20.04-server/

                  Installation Guide: https://download.01.org/intel-sgx/sgx-dcap/1.12.1/linux/docs/Intel_SGX_SW_Installation_Guide_for_Linux.pdf

                  $ sudo apt install build-essential ocaml automake autoconf libtool libssl-dev dkms
+
+$ wget https://download.01.org/intel-sgx/sgx-linux/2.15.1/distro/ubuntu20.04-server/sgx_linux_x64_driver_1.41.bin
+
+$ chmod a+x sgx_linux_x64_driver_1.41.bin
+$ sudo ./sgx_linux_x64_driver_1.41.bin
+

                  Error

                  Error! Your kernel headers for kernel 5.10.93.2-microsoft-standard-WSL2 cannot be found.
+Please install the linux-headers-5.10.93.2-microsoft-standard-WSL2 package,
+or use the --kernelsourcedir option to tell DKMS where it's located
+

                  I conveniently already have this kernel pulled : )

                  $ sudo ./sgx_linux_x64_driver_1.41.bin --kernelsourcedir
+

                  Unfortunately, seems like it won't recognize the path... My guess is that SGX inside WSL2 is probably a dead end. :(

                  Attempt in Win11 # 

                  PS > git config --global http.sslCAinfo "C:\Users\phlip9\scoop\apps\mingit-busybox\current\mingw64\ssl\certs\ca-bundle.crt"
+PS > scoop update
+
+PS > scoop install openssl
+
+PS > scoop bucket add extras
+PS > scoop install protobuf
+
                  # make sure our nightly compiler is recent
+PS > rustup toolchain install nightly-2021-12-15
+
+# install the SGX toolchain
+PS > rustup target add x86_64-fortanix-unknown-sgx --toolchain nightly-2021-12-15
+
+# install the SGX tools
+PS > cargo +nightly-2021-12-15 install fortanix-sgx-tools sgxs-tools
+

                  Didn't detect OpenSSL library...

                  EDIT: nvm had to restart whole Windows Terminal app, not just open a new shell... pretty fuckin annoying tbh...

                  OK, it picked up the OpenSSL library and protobuf compiler. Unfortunately it now fails b/c some file is hard depending on std::os::unix which doesn't exist on windows...

                  PS > git clone git@github.com:fortanix/rust-sgx.git
+
+PS > cargo +nightly-2021-12-15 build -p fortanix-sgx-tools -p sgxs-tools
+

                  Error

                  error[E0433]: failed to resolve: could not find `unix` in `os`
+ --> C:\Users\phlip9\.cargo\registry\src\github.com-1ecc6299db9ec823\proc-mounts-0.2.4\src\mounts\info.rs:7:9
+  |
+7 |     os::unix::ffi::OsStringExt,
+  |         ^^^^ could not find `unix` in `os`
+
+error[E0433]: failed to resolve: could not find `unix` in `os`
+ --> C:\Users\phlip9\.cargo\registry\src\github.com-1ecc6299db9ec823\proc-mounts-0.2.4\src\mounts\list.rs:4:9
+  |
+4 |     os::unix::ffi::OsStrExt,
+  |         ^^^^ could not find `unix` in `os`
+
+error[E0433]: failed to resolve: could not find `unix` in `os`
+ --> C:\Users\phlip9\.cargo\registry\src\github.com-1ecc6299db9ec823\proc-mounts-0.2.4\src\swaps.rs:7:9
+  |
+7 |     os::unix::ffi::OsStringExt,
+  |         ^^^^ could not find `unix` in `os`
+
+error[E0599]: no function or associated item named `from_vec` found for struct `OsString` in the current scope
+   --> C:\Users\phlip9\.cargo\registry\src\github.com-1ecc6299db9ec823\proc-mounts-0.2.4\src\mounts\info.rs:130:22
+    |
+130 |         Ok(OsString::from_vec(ret))
+    |                      ^^^^^^^^ function or associated item not found in `OsString`
+
+error[E0599]: no method named `as_bytes` found for reference `&OsStr` in the current scope
+  --> C:\Users\phlip9\.cargo\registry\src\github.com-1ecc6299db9ec823\proc-mounts-0.2.4\src\mounts\list.rs:55:43
+   |
+55 |         self.starts_with(path.as_os_str().as_bytes(), |m| &m.source)
+   |                                           ^^^^^^^^ method not found in `&OsStr`
+
+error[E0599]: no method named `as_bytes` found for reference `&OsStr` in the current scope
+  --> C:\Users\phlip9\.cargo\registry\src\github.com-1ecc6299db9ec823\proc-mounts-0.2.4\src\mounts\list.rs:63:43
+   |
+63 |         self.starts_with(path.as_os_str().as_bytes(), |m| &m.dest)
+   |                                           ^^^^^^^^ method not found in `&OsStr`
+
+error[E0599]: no method named `as_bytes` found for reference `&OsStr` in the current scope
+  --> C:\Users\phlip9\.cargo\registry\src\github.com-1ecc6299db9ec823\proc-mounts-0.2.4\src\mounts\list.rs:72:49
+   |
+72 |             let input = func(mount).as_os_str().as_bytes();
+   |                                                 ^^^^^^^^ method not found in `&OsStr`
+
+error[E0599]: no function or associated item named `from_vec` found for struct `OsString` in the current scope
+   --> C:\Users\phlip9\.cargo\registry\src\github.com-1ecc6299db9ec823\proc-mounts-0.2.4\src\swaps.rs:106:22
+    |
+106 |         Ok(OsString::from_vec(ret))
+    |                      ^^^^^^^^ function or associated item not found in `OsString`
+

                  OK with some fixes (hacks) I got it to build

                  Running sgx-detect

                  PS > .\target\release\sgx-detect.exe
+
+Detecting SGX, this may take a minute...
+thread 'main' panicked at 'Couldn't find sgx_uae_service.dll: Os { code: 126, kind: Uncategorized, message: "The specified module could not be found." }', intel-sgx\aesm-client\src\imp\windows.rs:67:18
+note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace
+

                  I think I'm missing some stuff installed?

                  Let's have a look at the Intel SGX SDK for Windows guide: https://cdrdv2.intel.com/v1/dl/getContent/671222?explicitVersion=true

                  Installing Intel Management Engine Driver (for Win 10 (though I'm on Win 11 loe))

                  In the installer.zip > Cons (for consumer) > MEI-Only Installer MSI (don't want other BS) > MEISetup.exe

                  Verifying we have SGX not disabled in the BIOS. Under Advanced/CPU Config/SW Guard Extensions (SGX), select SW Controlled and not Disabled. Curiously no direct Enabled option?

                  Note: "Trusted Computing" refers to TPM (Trusted Platform Module) and not SGX. I believe it's used for UEFI secure boot or something.

                  Now let's try to get the SGX platform software and drivers installed.

                  (One thing that makes me nervous, is that many docs suggest that the SGX platform software should be pre-installed via Windows Update if SGX is supported. However, ls /mnt/c/Windows/System32 | grep -i sgx doesn't show anything...)

                  Just saw this note here (https://www.intel.com/content/www/us/en/developer/articles/guide/sgx-sdk-installation-guide.html)

                  Note: You can’t install Intel® SGX PSW installer when Windows OS is installed in Legacy mode and Intel® SGX is configured as “Software Controlled” in BIOS. You need to configure Intel® SGX as “Enabled” in BIOS before installing Intel® SGX PSW.

                  Does this mean Legacy AND SW Controlled or Legacy OR SW Controlled???

                  Something to look into? https://github.com/intel/sgx-software-enable Would need to live-boot into a linux distro in UEFI boot mode, then compile and run this I guess.

                  useful command msinfo32

                  BIOS Mode: UEFI Secure Boot State: Off (Why??) Total RAM: 16 GB Available RAM: 9.85 GB (??)

                  Booted into my Pop!-OS live USB. Pulled and built the sgx_enable program. Looks like it ran successfully!!

                  Booting into the BIOS still shows Software Controlled but I don't know if that's just 'cus the BIOS can't show it properly.

                  Booting back into Win11, I notice something's changed in msinfo32. Under System Summary > Hardware Resources > Memory, there's a new entry!
                  ResourceDeviceStatus
                  0xa0200000-0xa5f7ffffIntel Software Guard Extensions DeviceOK

                  Opened Windows Update and checked for updates. A "Intel Software Component" looks like it installed? Going to restart just to be sure these things actually installed lmao.

                  AYYYYY

                  λ ls /c/Windows/System32/ | grep -i sgx
+sgx_dcap_ql.dll*
+sgx_dcap_quoteverify.dll*
+sgx_enclave_common.dll*
+sgx_epid.dll*
+sgx_launch.dll*
+sgx_platform.dll*
+sgx_quote_ex.dll*
+sgx_uae_service.dll*
+sgx_urts.dll*
+

                  Running sgx-detect again

                  PS > .\target\release\sgx-detect.exe -v
+
+Detecting SGX, this may take a minute...
+✔  SGX instruction set
+  ✔  CPU support
+  ✔  CPU configuration
+  ✔  Enclave attributes
+  ✔  Enclave Page Cache
+  SGX features
+    ✘  SGX2  ✘  EXINFO  ✘  ENCLV  ✘  OVERSUB  ✘  KSS
+    Total EPC size: 93.5MiB
+✘  Flexible launch control
+  ✔  CPU support
+  ？ CPU configuration
+  ✘  Able to launch production mode enclave
+✔  SGX system software
+  ✘  SGX kernel device
+  ✔  libsgx_enclave_common
+  ✔  AESM service
+  ✔  Able to launch enclaves
+    ✔  Debug mode
+    ✘  Production mode
+    ✔  Production mode (Intel whitelisted)
+
+🕮   Flexible launch control > CPU configuration
+Your hardware supports Flexible Launch Control, but whether it's enabled could not be determined. More information might be available by re-running this program with sudo. Would you like to do that?
+(not supported yet)
+
+debug: Error reading MSR 3Ah: RDMSR not implemented on Windows
+
+More information: https://edp.fortanix.com/docs/installation/help/#flc-cpu-configuration
+
+🕮   SGX system software > SGX kernel device
+The SGX device (/dev/sgx/enclave, /dev/sgx or /dev/isgx) is not present.
+
+It could not be detected whether you have an SGX driver installed. Please make sure the SGX driver is installed and loaded correctly.
+
+debug: Error opening device: Device Driver Path not supported in Windows
+debug: Error checking module status: KMOD Status not implemented on Windows
+
+More information: https://edp.fortanix.com/docs/installation/help/#sgx-driver
+
+🕮   SGX system software > Able to launch enclaves > Production mode
+The enclave could not be launched. This might indicate a problem with FLC.
+
+debug: failed to load report enclave
+debug: cause: The EINITTOKEN provider didn't provide a token
+debug: cause: aesm error code Unknown(16388)
+
+More information: https://edp.fortanix.com/docs/installation/help/#run-enclave-prod
+
+You're all set to start running SGX programs!
+

                  I think this is OK? I'm pretty sure our CPU isn't recent enough to support FLC (Flexible Launch Control). I also didn't see anything relevant in the BIOS settings. It looks like it was able to launch an enclave in debug mode at least?

                  Will need to buy newer Intel CPU for more serious development.

                  \ No newline at end of file diff --git a/confidential computing/gramine/index.html b/confidential computing/gramine/index.html new file mode 100644 index 0000000000..341c1f3f8c --- /dev/null +++ b/confidential computing/gramine/index.html @@ -0,0 +1,235 @@ +gramine | philip's notes

                  gramine

                  2022-03-26 · 5 min read

                  site: https://gramineproject.io/ github: https://github.com/gramineproject/gramine related: mystikos

                  Gramine on Azure #

                  Related: fortanix rust tutorial > Fortanix on Azure DCsv3 VM

                  Provision our VM #

                  We're using Ubuntu 20.04 LTS here. If you use an older Ubuntu version, you will experience problems.

                  $ az vm create \
+	--name sgx-test \
+	--resource-group sgx-test_group \
+	--size Standard_DC1s_v3 \
+	--image Canonical:0001-com-ubuntu-server-focal:20_04-lts-gen2:latest
+
+{
+  "fqdns": "",
+  "id": "/subscriptions/XXXXXXX-XXXX-XXXX-XXXX-XXXXXXXXX/resourceGroups/sgx-test_group/providers/Microsoft.Compute/virtualMachines/sgx-test",
+  "location": "westus",
+  "macAddress": "..",
+  "powerState": "VM running",
+  "privateIpAddress": "10.0.0.4",
+  "publicIpAddress": "..",
+  "resourceGroup": "sgx-test_group",
+  "zones": ""
+}
+

                  Installing Dependencies #

                  Still on our DCsv3 VM w/ Ubuntu 20.04

                  # Intel SGX SDK
+$ echo 'deb [arch=amd64] https://download.01.org/intel-sgx/sgx_repo/ubuntu focal main' | sudo tee /etc/apt/sources.list.d/intel-sgx.list
+$ wget -qO - https://download.01.org/intel-sgx/sgx_repo/ubuntu/intel-sgx-deb.key | sudo apt-key add -
+
+# Azure DCAP SDK
+$ echo "deb [arch=amd64] https://packages.microsoft.com/ubuntu/20.04/prod focal main" | sudo tee /etc/apt/sources.list.d/msprod.list
+$ wget -qO - https://packages.microsoft.com/keys/microsoft.asc | sudo apt-key add -
+
+$ sudo apt update
+
+# SGX SDK libs should show up now
+$ apt search libsgx
+libsgx-ae-epid/unknown 2.15.101.1-bionic1 amd64
+  Intel(R) Software Guard Extensions QE and PvE
+# ..
+libsgx-urts-dbgsym/unknown 2.15.101.1-bionic1 amd64
+  debug symbols for libsgx-urts
+
+$ sudo apt upgrade
+
+# install SGX SDKs and gramine build deps
+$ sudo apt-get install -y \
+	build-essential autoconf bison gawk libcurl4-openssl-dev \
+	libprotobuf-c-dev ninja-build pkg-config protobuf-c-compiler python3 \
+	python3-click python3-jinja2 python3-pip python3-protobuf wget \
+	libunwind8 python3-pyelftools python3-pytest \
+	libsgx-dcap-quote-verify-dev az-dcap-client \
+	libsgx-enclave-common libsgx-quote-ex libsgx-dcap-ql libsgx-dcap-ql-dev
+$ sudo python3 -m pip install 'meson>=0.55' 'toml>=0.10'
+

                  Build Gramine # 

                  # pull gramine src
+$ git clone https://github.com/gramineproject/gramine.git --depth=1
+$ cd gramine
+
+# build gramine
+$ meson setup build/ --buildtype=release \
+    -Dsgx=enabled -Ddirect=disabled -Ddcap=enabled
+$ ninja -C build/
+$ sudo ninja -C build/ install
+

                  Run the helloworld # 

                  # generate our enclave signing key
+$ gramine-sgx-gen-private-key
+
+# # (If their command doesn't work) generate your enclave signing key
+# $ mkdir -p ~/.config/gramine
+# $ openssl genrsa -3 -out ~/.config/gramine/enclave-key.pem 3072
+
+# Run helloworld
+$ cd CI-Examples/helloworld
+$ make SGX=1
+$ gramine-sgx helloworld
+# ..
+Hello, world
+

                  GSC (Gramine Shielded Containers) #

                  We're going to try building a sample OpenVino container, then wrap it with Gramine Shielded Containers (GSC) to run on a remote enclave.

                  Build example container (on local machine!) # 

                  $ git clone https://github.com/gramineproject/gsc.git
+$ cd gsc/Examples/openvino
+
+$ docker build --rm \
+	-t ubuntu20.04-openvino \
+	-f ubuntu20.04-openvino.dockerfile .
+
+$ cd ../../
+$ mkdir .venv && python3 -m venv ./.venv/gsc # (phlip9-only) $ mkvenv gsc
+$ ./.venv/gsc/bin/activate                   # (phlip9-only) $ workon gsc
+(gsc) $ pip3 install --upgrade pip
+(gsc) $ pip3 install docker jinja2 toml pyyaml
+

                  Create gsc/config.yaml # 

                  # gsc/config.yaml
+# Specify the OS distro. Currently tested distros are
+# ``ubuntu:18.04``, ``ubuntu:20.04``, ``ubuntu:21.04`` and ``centos:8``.
+Distro: "ubuntu:20.04"
+
+# If you're using your own fork and branch of Gramine, specify the GitHub link and the branch name
+# below; typically, you want to keep the default values though
+Gramine:
+    Repository: "https://github.com/gramineproject/gramine.git"
+    Branch:     "master"
+	# Build based on a pre-built image (via ./gsc build-gramine)
+	# Image: ""
+
+# Specify the Intel SGX driver installed on your machine (more specifically, on the machine where
+# the graminized Docker container will run); there are several variants of the SGX driver:
+#
+#   - legacy out-of-tree driver: use something like the below values, but adjust the branch name
+#         Repository: "https://github.com/01org/linux-sgx-driver.git"
+#         Branch:     "sgx_driver_1.9"
+#
+#   - DCAP out-of-tree driver: use something like the below values
+#         Repository: "https://github.com/intel/SGXDataCenterAttestationPrimitives.git"
+#         Branch:     "DCAP_1.11 && cp -r driver/linux/* ."
+#
+#   - DCAP in-kernel driver: use empty values like below
+#         Repository: ""
+#         Branch:     ""
+#
+SGXDriver:
+    Repository: ""
+    Branch:     ""
+

                  (WSL-only) Edit gsc/gsc.py #

                  TODO: submit a PR

                  diff --git a/gsc.py b/gsc.py
+index 4e71d12..b9a33cf 100755
+--- a/gsc.py
++++ b/gsc.py
+@@ -43,10 +43,12 @@ def build_docker_image(docker_api, build_path, image_name, dockerfile, **kwargs)
+                               **kwargs)
+     for chunk in stream:
+         encoding = sys.stdout.encoding if sys.stdout.encoding is not None else 'UTF-8'
+-        json_output = json.loads(chunk.decode(encoding))
+-        if 'stream' in json_output:
+-            for line in json_output['stream'].splitlines():
+-                print(line)
++        msgs = chunk.decode(encoding).splitlines()
++        for msg in msgs:
++            json_output = json.loads(msg)
++            if 'stream' in json_output:
++                for line in json_output['stream'].splitlines():
++                    print(line)
+
+
+ def extract_binary_cmd_from_image_config(config, env):
+

                  Gramine-ify and sign built container # 

                  # gramine-ify built container
+(gsc) $ ./gsc build --insecure-args ubuntu20.04-openvino \
+    Examples/openvino/ubuntu20.04-openvino.manifest
+
+# generate our enclave signing key
+$ mkdir -p ~/.config/gramine
+$ openssl genrsa -3 -out ~/.config/gramine/enclave-key.pem 3072
+
+# sign our container
+(gsc) $ ./gsc sign-image ubuntu20.04-openvino ~/.config/gramine/enclave-key.pem
+
+Successfully built a signed Docker image `gsc-ubuntu20.04-openvino` from `gsc-ubuntu20.04-openvino-unsigned`.
+

                  Gramine RA-TLS (Remote Attestation) #

                  • Enclaves create a random, self-signed RA-TLS cert containing an attestation Quote.
                  • Client connects to the enclave over TLS. The client's TLS library is hooked with a custom cert chain verifier, which verifies the attestation quote.

                  RA-TLS x509 certificate #

                  • The enclave generates an RSA 3072 key pair.
                  • The enclave builds an attestation Report containing hash(pubkey) in the user report_data.
                  • The enclave gets an attestation Quote endorsing their Report.
                  • The enclave generates a self-signed cert embedding the Quote. The cert is signed with their previously generated RSA key.

                  RA-TLS x509 cert details #

                  • MD Alg: SHA256
                  • Subject Key: enclave's RSA pubkey
                  • Issuer Key: enclave's RSA pubkey
                  • Subject Name: "CN=RATLS,O=GramineDevelopers,C=US"
                  • Issuer Name: "CN=RATLS,O=GramineDevelopers,C=US"
                  • Serial Number: 1 (dummy value)
                  • Timestamp Not-Before: (configurable)
                  • Timestamp Not-After: (configurable)
                  • Custom Quote Extension: quote bytes
                  \ No newline at end of file diff --git a/confidential computing/index.html b/confidential computing/index.html new file mode 100644 index 0000000000..606e4f4ffc --- /dev/null +++ b/confidential computing/index.html @@ -0,0 +1,73 @@ +confidential computing | philip's notes

                  confidential computing

                  enarx (WASM TEE) →

                  2022-02-17 · 13 min read

                  fortanix rust tutorial →

                  2022-02-17 · 12 min read

                  gramine →

                  2022-03-26 · 5 min read

                  intel TDX →

                  2022-02-17 · 2 min read

                  marblerun →

                  2022-03-29 · 3 min read

                  mystikos →

                  2022-03-26 · 1 min read

                  remote attestation protocols →

                  2022-05-15 · 8 min read

                  \ No newline at end of file diff --git a/confidential computing/intel SGX/SGX lingo/index.html b/confidential computing/intel SGX/SGX lingo/index.html new file mode 100644 index 0000000000..e1f6f9fc77 --- /dev/null +++ b/confidential computing/intel SGX/SGX lingo/index.html @@ -0,0 +1,410 @@ +SGX lingo | philip's notes

                  SGX lingo

                  2022-04-12 · 21 min read

                  • Understanding Intel SGX is challenging due to the sheer number of new concepts and names that you need to internalize. In my experience, it's a bit like wading through "acronym soup", desperately searching for familiar ground to find your footing before you can truly begin learning.
                  • To make this process easier for newcomers, I've written an extended glossary of SGX terminology, with extensive links and explanations.
                  • Most of the code links and samples are written in Rust.
                  • The entries are not listed in any particular order.

                  Quote #

                  A datastructure provided as proof to an external party that an application enclave is running on genuine Intel hardware at a given TCB version.

                  An application's identity Report, signed by an Attestation Key (AK) (usually the one provisioned in the Quoting Enclave (QE)).

                  Report (EREPORT) #

                  A hardware report generated by an enclave containing (1) the enclave's identity, (2) measurement info, and (3) a small amount of application data (64-bytes), called the ReportData.

                  Reports are efficiently verifiable inside other enclaves on the same machine. When generated via the EREPORT instruction, the Report struct will contain a MAC created from a special Seal Key used for tagging reports. This allows us to cheaply verify reports without an expensive signature verification, since other enclaves can just rederive the report key and check the MAC tag, which is fast.

                  Otherwise for remote attestation:

                  Attestation Key (AK) #

                  The key used by the QE to sign application enclave REPORTs, producing Quotes.

                  This Quote certifies that an application enclave is running on genuine Intel SGX HW at a given TCB version.

                  The AK is created and owned by the owner of the remote attestation infrastructure (e.g., Azure or Intel) but is also certified by the Intel SGX rooted key (this key is rooted to the platform HW fuses), which proves the enclave is valid.

                  Architectural Enclaves #

                  Intel provides several Intel-signed enclaves necessary for running user application enclaves, verifying launch policies, producing remote attestation Quotes, and more.

                  A non-exhaustive list of Architectural Enclaves:

                  1. Launch Enclave (LE)
                  2. Quoting Enclave (QE)
                  3. Provisioning Certification Enclave (PCE)
                  4. Provisioning Enclave (PE)
                  5. Platform Services Enclave (PSE)

                  To see the complete list of signed enclaves:

                  # Valid for Intel SGX v2.21 and Intel DCAP v1.18
+
+$ cd $(mktemp -d)
+$ curl https://download.01.org/intel-sgx/sgx-linux/2.21/prebuilt_ae_2.21.tar.gz | tar -xzv
+$ curl https://download.01.org/intel-sgx/sgx-dcap/1.18/linux/prebuilt_dcap_1.18.tar.gz | tar -xzv
+
+$ cd psw/ae/data/prebuilt/
+$ exa -1
+le_prod_css.bin
+libsgx_id_enclave.signed.so
+libsgx_le.signed.so
+libsgx_pce.signed.so
+libsgx_pve.signed.so
+libsgx_qe.signed.so
+libsgx_qe3.signed.so
+libsgx_qve.signed.so
+libsgx_tdqe.signed.so
+

                  Launch Enclave (LE) #

                  The Launch Enclave generates a Launch Token, which is needed to run another enclave. The LE itself is special in that it doesn't need a launch token, but its signing key id, [[#Signer Measurement MRSIGNER|MRSIGNER]], must match the CPU's configuration.

                  The API for generating a new Launch Token takes (1) a SIGSTRUCT and (2) an Enclave Attributes bitflag and returns a new launch token.

                  See: Fortanix EDP EinittokenProvider trait

                  See: Fortanix EDP AesmService impl

                  Enclave file: libsgx_le.signed.so.

                  Enclave API:

                  enclave {
+include "arch.h"
+include "sgx_report.h"
+from "sgx_tstdc.edl" import *;
+
+trusted {
+	public int le_get_launch_token_wrapper(
+		[in]  const sgx_measurement_t *mrenclave,
+		[in]  const sgx_measurement_t *mrsigner,
+		[in]  const sgx_attributes_t  *se_attributes,
+		[out] token_t               * lictoken
+	);
+
+	public uint32_t le_init_white_list_wrapper(
+		[size = wl_cert_chain_size, in]  const uint8_t *wl_cert_chain,
+		uint32_t wl_cert_chain_size
+	);
+};
+};
+

                  Quoting Enclave (QE) #

                  An Intel-provided, signed enclave trusted by the attestation infrastructure to sign and issue Quotes or attestations about other enclaves on the same platform.

                  The QE will include a hash of the AK in its QE.REPORT.ReportData.

                  The QE will also include the PCE's certification of itself (the QE) in its REPORT.

                  Enclave file: libsgx_qe.signed.so.

                  Enclave API:

                  enclave {
+include "sgx_report.h"
+include "sgx_quote.h"
+from "sgx_tstdc.edl" import *;
+
+trusted {
+	public uint32_t verify_blob(
+		[size = blob_size, in, out] uint8_t *p_blob,
+		uint32_t blob_size,
+		[out] uint8_t *p_is_resealed,
+		[out] sgx_cpu_svn_t *p_cpusvn
+	);
+
+	public uint32_t get_quote(
+		[size = blob_size, in, out] uint8_t *p_blob,
+		uint32_t blob_size,
+		[in] const sgx_report_t *p_report,
+		sgx_quote_sign_type_t quote_type,
+		[in] const sgx_spid_t *p_spid,
+		[in] const sgx_quote_nonce_t *p_nonce,
+		// SigRL is relatively big, so we cannot copy it into EPC
+		[user_check] const uint8_t *p_sig_rl,
+		uint32_t sig_rl_size,
+		[out] sgx_report_t *qe_report,
+		// Quote is also big, we should output it in piece meal.
+		[user_check] uint8_t *p_quote,
+		uint32_t quote_size, sgx_isv_svn_t pce_isvnsvn
+	);
+};
+};
+
+

                  Provisioning Certification Enclave (PCE) #

                  An Intel-provided enclave that acts as a Certificate Authority (CA) for local Quoting Enclaves running on the same platform. It endorses the Attestation Keys provisioned to each Quoting Enclave with its Provisioning Certification Key (PCK).

                  The PCE's PCK is itself endorsed by the Intel Root CA.

                  The QEs can request the PCE to sign their REPORTs with the PCE's PCK. These signed REPORTs contain ReportData proving that attestation keys or provisioning protocol messages are generated on genuine HW.

                  Only the PCE can produce the PCK private keys.

                  The PCE provides an API for getting the PCK Cert-ID (EncPPID+TCB+PCE-ID) used by a verifier to lookup the matching PCK Cert via the remote IAS API.

                  The PCE also provides an API for signing another enclave (e.g., the QE) REPORT using the PCK.

                  See: Intel - Supporting Third Party Attestation for Intel SGX with Intel Data Center Attestation Primitives

                  Enclave file: libsgx_pce.signed.so.

                  Enclave API:

                  enclave{
+include "pce_cert.h"
+include "sgx_report.h"
+from "sgx_tstdc.edl" import *;
+
+trusted {
+	public uint32_t get_pc_info(
+		[in]const sgx_report_t *report,
+		[in, size=key_size]const uint8_t *public_key, uint32_t key_size,
+		uint8_t crypto_suite,
+		[out, size=encrypted_ppid_buf_size]uint8_t *encrypted_ppid, uint32_t encrypted_ppid_buf_size,
+		[out]uint32_t *encrypted_ppid_out_size,
+		[out]pce_info_t *pce_info,
+		[out] uint8_t *signature_scheme
+	);
+
+	public uint32_t certify_enclave(
+		[in]const psvn_t *cert_psvn,
+		[in]const sgx_report_t *report,
+		[out, size=signature_buf_size]uint8_t *signature, uint32_t signature_buf_size,
+		[out]uint32_t *signature_out_size
+	);
+
+	public uint32_t get_pc_info_without_ppid(
+		[out]pce_info_t *pce_info
+	);
+};
+};
+

                  Provisioning Enclave (PE or PvE) #

                  If using the anonymous EPID Attestation Key (AK) Algorithm, then a special Provisioning Enclave is used to interface with the Intel EPID provisioning servers to provision the enclave's AK.

                  Enclave file: libsgx_pve.signed.so.

                  See: Enclave API

                  Platform Services Enclave (PSE) #

                  Intel also provides a set of additional platform enclaves which offer useful services like monotonic counters and trusted time to other enclaves on the machine.

                  The PSE talks to the local Intel Management Engine (IME) over a secure channel. Inside the IME is a small 32-bit Intel core running completely isolated from the general purpose CPU cores.

                  Trusted Time Service #

                  The PSE exposes a Protected Real-time Clock (PRTC), which measures relative elapsed seconds since the initial clock measurement. This value is not a calendar or wall-clock time. To establish a trusted clock base time, you'll need to query some remote semi-trusted servers over a secure channel.

                  See: Intel - Trusted Time and Monotonic Counters with SGX Platform Services Enclave

                  See: 2019 - Applications and Challenges in Securing Time

                  TDX Quoting Enclave (TDQE) #

                  Enclave File: libsqx_tdqe.signed.so.

                  Enclave API:

                  
+enclave {
+include "sgx_report.h"
+include "sgx_quote.h"
+include "sgx_report2.h"
+include "user_types.h"
+include "ecdsa_quote.h"
+
+trusted {
+    public uint32_t get_pce_encrypt_key(
+	    [in]const sgx_target_info_t *pce_target_info,
+		[out] sgx_report_t *p_qe_report,
+		uint8_t crypto_suite,
+		uint16_t cert_key_type,
+		uint32_t key_size,
+		[out, size=key_size] uint8_t *p_public_key
+	);
+
+    public uint32_t gen_att_key(
+	    [size = blob_size, in, out] uint8_t *p_blob,
+		uint32_t blob_size,
+		[in]const sgx_target_info_t *p_pce_target_info,
+		[out] sgx_report_t *qe_report,
+		[in, size = authentication_data_size] uint8_t* p_authentication_data,
+		uint32_t authentication_data_size
+	);
+
+    public uint32_t verify_blob(
+	    [size = blob_size, in, out] uint8_t *p_blob,
+		uint32_t blob_size,
+		[out] uint8_t *p_is_resealed,
+		[out] sgx_report_body_t *p_report,
+		uint32_t pub_key_id_size,
+		[out, size=pub_key_id_size] uint8_t *p_pub_key_id
+	);
+
+    public uint32_t store_cert_data(
+	    [in]ref_plaintext_ecdsa_data_sdk_t *p_plaintext_data,
+		sgx_ql_cert_key_type_t certification_key_type,
+		[in, size = encrypted_ppid_size] uint8_t* p_encrypted_ppid,
+		uint32_t encrypted_ppid_size,
+		[in, out, size = blob_size] uint8_t *p_blob,
+		uint32_t blob_size
+	);
+
+    public uint32_t gen_quote(
+		[size = blob_size, in, out] uint8_t *p_blob,
+		uint32_t blob_size,
+		[in] const sgx_report2_t *p_app_report,
+		[in] const sgx_quote_nonce_t *p_nonce,
+		[in] const sgx_target_info_t *p_app_enclave_target_info,
+		[out] sgx_report_t *p_qe_report,
+		[size = quote_size, in, out] uint8_t *p_quote,
+		uint32_t quote_size,
+		[in, size = cert_data_size] const uint8_t * p_cert_data,
+		uint32_t cert_data_size
+	);
+};
+};
+

                  Architectural Enclave Service Manager (AESM) #

                  Instead of interacting with the local Architectural Enclaves directly, local user applications and libraries typically interface with a local Intel-provided service called the Architectural Enclave Service Manager. The AESM service typically runs as a local daemon and provides a socket for applications to interface with.

                  An AESM client allows user applications to easily obtain Launch Tokens from the LE, needed for running enclaves, and turn Attestation Reports into Quotes via the QE.

                  Check out the Protobuf definitions and AesmClient API.

                  Provisioning Certification Key (PCK) #

                  A signing key available to the PCE for signing QE REPORTs.

                  This key is unique to the specific processor instance, HW TCB, and PCE version.

                  See: Fortanix EDP - dcap-retrieve-pckid via AESM

                  PCK Cert #

                  A long-lived x.509 CA cert signed and distributed by Intel for every SGX platform.

                  The Intel-provided Provisioning Certification Enclave (PCE) uses this cert to endorse Attestation Keys provisioned to any Quoting Enclaves.

                  This cert is used by Quote verifiers to check that the QE is valid and running and running on a specific PSVN.

                  The PCK Cert is endorsed by the Intel SGX Root CA via an intermediate Intel SGX PCK Platform CA.

                  The PCK Cert has some extra cert extension fields, described in more detail in the Intel PCK Cert Spec. These mostly appear to be metadata, like the PPID, TCB levels, CPUSVN, CPU SKU, and a list of supported extensions.

                  Platform Provisioning ID (PPID) #

                  The provisioning ID for a processor package or platform instance. PPID is not TCB dependent.

                  Security Version Number (SVN) #

                  A monotonically increasing version number that corresponds with major security releases of TCB software.

                  Note that new, non-security-critical software versions can be released without touching the SVN.

                  Part of the verification process is just checking that the remote enclave is running a recent TCB software version without any unpatched vulnerabilities.

                  Platform Security Version Number (PSVN, CPUSVN) #

                  A list of SVNs for each component in the SGX TCB, including the PCE SVN.

                  Think of a PSVN as pinning each component in the TCB to a specific (security-critical) version.

                  Independent Software Vendor (ISV) #

                  ISVs develop enclave applications.

                  Intel Attestation Services (IAS) #

                  See: Intel Attestation Services - API Specification v6.1

                  See: Intel Developer Zone Registration

                  See: Oasis IAS proxy backend to the Intel API

                  See: []

                  Service Provider ID (SPID) #

                  The id of the credentials needed for a Service Provider to talk with with the Intel Attestation Services (IAS).

                  Service Providers must register with Intel in order to acquire these credentials.

                  Enclave Page Cache (EPC) #

                  A region of memory on the platform allocated to enclave code and data.

                  Provisioning TCB #

                  The Intel SGX Trusted Computing Base (TCB). This TCB includes the platform HW TCB and PCE SVN.

                  PCE-ID #

                  The PCE SVN (?) used to generate the PPID and PCK signing key.

                  Data Center Attestation Primitives (DCAP) #

                  A library for generating and verifying attestation evidence.

                  The Intel-provided library is called Intel SGX DCAP. There's also a version by Microsoft called Azure DCAP, which (AFAICT) uses an Azure-run cache over the Intel API services.

                  Launch Token #

                  TODO

                  Flexible Launch Control (FLC) #

                  An SGX feature only available on more recent platforms that allows an arbitrary LE to generate launch tokens.

                  The default launch policy still uses an SGX client whitelist; however, FLC allows a platform owner to change the default LE MRSIGNER to different value.

                  Enclave Load Policy #

                  The remote service providing enclave services, linked with the DCAP library, can choose whether system enclaves like the QE and PCE are loaded on-demand (as application enclaves request their services) or loaded persistently (load once and then keep them loaded until the application shuts down).

                  The two options trade off between greater EPC usage (Persistent) and greater remote attestation latency + overhead (Ephemeral).

                  Owner Epoch #

                  The Owner Epoch is a 128-bit value used in the Seal Key KDF.

                  Since the Owner Epoch is used in the Seal Key KDF, any change to this value would DoS our HW from unsealing any protected data from a previous Owner Epoch value. A malicious cloud operator (Azure) could DoS attack us by changing the Owner Epoch, forcing us to re-provision all enclave secrets.

                  More likely, a vulnerability, TCB violation, or operator error could lead to an unintended Owner Epoch rotation.

                  To help with recovery, applications should record the current Owner Epoch in case something goes wrong. If nobody remembers the Owner Epoch, we can never restore our Seal Keys.

                  Apparently it's also possible virtualize the Owner Epoch if running inside a hypervisor? (TODO: confirm).

                  Ref: 2018 - Some notes on SGX OwnerEpoch and Sealing

                  Quoting Enclave ID (QE-ID) #

                  A pseudo-platform ID that isn't associated with a particular SVN. Instead, the ID is dependent on (1) the QE's MRSIGNER, (2) its Seal Key, which depends

                  Quoting Enclave QuoteInfo #

                  QuoteInfo is the quoting enclave's information needed for clients to perform remote attestation. The target_info is a serialized TargetInfo.

                  pub struct QuoteInfo {
+    target_info: Vec<u8>, // serialized Targetinfo
+    pub_key_id: Vec<u8>,
+}
+

                  TargetInfo #

                  Targetinfo is a measurement of the QE.

                  #[repr(C, align(512))]
+pub struct Targetinfo {
+    pub measurement: [u8; 32],
+    pub attributes: Attributes,
+    pub _reserved1: [u8; 4],
+    pub miscselect: Miscselect,
+    pub _reserved2: [u8; 456],
+}
+

                  Enclave Measurement (MRENCLAVE) #

                  In order to for a client to feel secure provisioning their secrets into an enclave, they need to verify that the enclave is running trusted software. An enclave measurement effectively summarizes the initial state of the trusted software running in the enclave.

                  Intel SGX constructs this measurement when the enclave is built and initialized. During enclave init, it records a log of all important build activities, including:

                  • Content: code, data, stack, heap
                  • Location of each page within the enclave
                  • Security flags used

                  The measurement is actually not the full log, but a 256-bit hash digest of the log. This measurement is stored as MRENCLAVE inside the enclave's software TCB and is accessible inside the enclave via a syscall.

                  Clients can then compare the observed MRENCLAVE with a trusted, expected MRENCLAVE value to guarantee that the enclave is running the expected software.

                  For systems using the Fortanix SGX Stream format (SGXS) to describe an enclave, the SHA256 hash of the .sgxs bytes is exactly the enclave's MRENCLAVE*. Very convenient!

                  *Unless you use the Extended SGXS format, which allows unmeasured sections. In that case, you need to be a little more careful about how you hash the format and ignore the unmeasured sections.

                  Why do we need to verify the software inside the enclave? #

                  If the client forgets to verify the actual software running inside the enclave, there's a simple attack to exfiltrate the client's secrets! All we need to do is run some malicious code in the enclave, which just prints the client's secrets after provisioning. Boom, client secrets leaked.

                  Keep in mind the enclave could be 100% genuine Intel hardware, but unless the client verifies the actual software inside the enclave, they should absolutely not provision their secrets.

                  Fortanix SGX Stream format (SGXS) #

                  The SGX stream (SGXS) format is the most basic description of an enclave, and when combined with a signature and initialization token file contains all the information needed by an Operating System to load the enclave.

                  The format consists entirely of all data that would be hashed to produce the enclave measurement [[#Enclave Measurement MRENCLAVE|MRENCLAVE]].

                  See: Fortanix EDP - SGX Stream format (SGXS).

                  See: Fortanix EDP - ftxsgx-elf2sgxs for converting a standard ELF binary to SGXS.

                  See: Fortanix EDP - sgxs-sign for signing SGXS with your RSA private key.

                  Signer Measurement (MRSIGNER) #

                  Each enclave is also signed by the client or the enclave author, depending on the exact trust model. The MRSIGNER is just the enclave signer's pubkey hash.

                  The signer signs part of the SIGSTRUCT, which then includes the signature and signer pubkey inside.

                  Sealing keys can be derived from the signer measurement + ISV product id/svn, instead of the enclave measurement to allow easy upgrading across different versions of the same enclave.

                  Rust code for generating a signer and computing its measurement:

                  // Generating a 3072-bit RSA key + measurement for signing
+// sigstructs. NOTE: the RSA exponent MUST be 3.
+let e = openssl::bn::BigNum::from_u32(3)?;
+let key = openssl::rsa::Rsa::generate_with_e(3072, &e)?;
+
+// The signer measurement is the SHA-256 hash of the little-endian
+// public key modulus.
+
+// Openssl returns the modulus in big-endian, so we need to reverse
+// the bytes to little-endian before hashing.
+let mut modulus = key.n().to_vec();
+modulus.reverse();
+let mut modulus_buf = [0u8; 384];
+modulus_buf[..modulus.len()].copy_from_slice(&modulus);
+
+let signer_measurement = sha256::digest(&modulus_buf).as_slice();
+

                  Enclave Signature Struct (SIGSTRUCT) #

                  Each enclave has an associated SIGSTRUCT, which contains (among other things):

                  1. The MRENCLAVE, pinning the enclave initial state.
                  2. The CPU SVN.
                  3. The ISV
                  4. The ISVPRODID
                  5. The Enclave Attributes and Enclave Miscselect bit flags.

                  The enclave signer then signs a specific portion of the SIGSTRUCT. This signature, along with the signer's full RSA-3072 pubkey, is then placed into the SIGSTRUCT itself.

                  See the Fortanix EDP SIGSTRUCT definition.

                  struct Sigstruct {
+    header: [u8; 16],
+    vendor: u32,
+    date: u32,
+    header2: [u8; 16],
+    swdefined: u32,
+    _reserved1: [u8; 84],
+    modulus: [u8; 384],
+    exponent: u32,
+    signature: [u8; 384],
+    miscselect: Miscselect,
+    miscmask: u32,
+    _reserved2: [u8; 20],
+    attributes: Attributes,
+    attributemask: [u64; 2],
+    enclavehash: [u8; 32],
+    _reserved3: [u8; 32],
+    isvprodid: u16,
+    isvsvn: u16,
+    _reserved4: [u8; 12],
+    q1: [u8; 384],
+    q2: [u8; 384],
+}
+

                  See: oasis-core/go/common/sgx/sigstruct.Verify

                  • (Binding) ensure that the sigstruct.mrenclave matches the actual mrenclave that we're about to load.

                  Enclave Info # 

                  struct EnclaveInfo {
+	// The enclave measurement
+	mrenclave: Vec<u8>,
+	// The signer measurement
+	mrsigner: Vec<u8>,
+	// The ISV Product ID
+	isvprodid: u32,
+	// The ISV SVN
+	isvsvn: u32,
+}
+

                  Report TargetInfo (TARGETINFO) #

                  TargetInfo is just the MRENCLAVE plus Attributes and Miscselect masks.

                  struct Targetinfo {
+	mrenclave: [u8; 32],
+	attributes: Attributes,
+	// padding
+	miscselect: Miscselect,
+	// padding
+}
+

                  Enclave Init Token (EINITTOKEN) #

                  When launching an enclave, you need to pass a special token to the EINIT instruction. This token is called the EINITTOKEN and is generated by the Launch Enclave after it verifies the full Enclave Signature Struct SIGSTRUCT signature.

                  The SGX platform then verifies the contents of the token before it allows the enclave to initialize.

                  Why does Intel use this EINITTOKEN thing rather than just passing the full SIGSTRUCT each time we init? My guess is that it allows us to amortize the SIGSTRUCT signature verification cost. The LE do the expensive signature verification once, produce a cheaply verifiable launch token, then use the launch token each time rather than the expensive SIGSTRUCT.

                  Note that the token is only verifiable by other enclaves on the same machine; it just contains a MAC created with a privileged Intel-only Seal Key.

                  struct Einittoken {
+    valid: u32,
+    _reserved1: [u8; 44],
+    attributes: Attributes,
+    mrenclave: [u8; 32],
+    _reserved2: [u8; 32],
+    mrsigner: [u8; 32],
+    _reserved3: [u8; 32],
+    cpusvnle: [u8; 16],
+    isvprodidle: u16,
+    isvsvnle: u16,
+    _reserved4: [u8; 24],
+    maskedmiscselectle: Miscselect,
+    maskedattributesle: Attributes,
+    keyid: [u8; 32],
+    mac: [u8; 16],
+}
+

                  Enclave Attributes # 

                  struct Attributes {
+    flags: AttributesFlags,
+    xfrm: u64,
+}
+
+bitflags! {
+	struct AttributesFlags: u64 {
+		const INIT          = 0b0000_0001;
+		const DEBUG         = 0b0000_0010;
+		const MODE64BIT     = 0b0000_0100;
+		const PROVISIONKEY  = 0b0001_0000;
+		const EINITTOKENKEY = 0b0010_0000;
+		const CET           = 0b0100_0000;
+		const KSS           = 0b1000_0000;
+	}
+}
+
                  // file: common/inc/sgx_attributes.h
+
+/* Enclave Flags Bit Masks */
+#define SGX_FLAGS_INITTED        0x0000000000000001ULL     /* If set, then the enclave is initialized */
+#define SGX_FLAGS_DEBUG          0x0000000000000002ULL     /* If set, then the enclave is debug */
+#define SGX_FLAGS_MODE64BIT      0x0000000000000004ULL     /* If set, then the enclave is 64 bit */
+#define SGX_FLAGS_PROVISION_KEY  0x0000000000000010ULL     /* If set, then the enclave has access to provision key */
+#define SGX_FLAGS_EINITTOKEN_KEY 0x0000000000000020ULL     /* If set, then the enclave has access to EINITTOKEN key */
+#define SGX_FLAGS_KSS            0x0000000000000080ULL     /* If set, then the enclave uses KSS */
+#define SGX_FLAGS_AEX_NOTIFY     0x0000000000000400ULL     /* If set, then the enclave enables AEX Notify */
+
+/* XSAVE Feature Request Mask */
+#define SGX_XFRM_LEGACY          0x0000000000000003ULL     /* Legacy XFRM which includes the basic feature bits required by SGX, x87 state(0x01) and SSE state(0x02) */
+#define SGX_XFRM_AVX             0x0000000000000006ULL     /* AVX XFRM which includes AVX state(0x04) and SSE state(0x02) required by AVX */
+#define SGX_XFRM_AVX512          0x00000000000000E6ULL     /* AVX-512 XFRM */
+#define SGX_XFRM_MPX             0x0000000000000018ULL     /* MPX XFRM - not supported */
+#define SGX_XFRM_PKRU            0x0000000000000200ULL     /* PKRU state */
+#define SGX_XFRM_AMX             0x0000000000060000ULL     /* AMX XFRM, including XTILEDATA(0x40000) and XTILECFG(0x20000) */
+

                  Most user enclaves only need to enable the MODE64BIT attribute in production.

                  The KSS attribute enables the Key sharing and separation (KSS) feature.

                  The Extended Features Request Mask (xfrm) allows an enclave to ensure certain CPU features (e.g., SSE, AESNI) are available, or the enclave will fail to load.

                  Enclave Miscselect # 

                  pub struct Miscselect: u32 {
+	const EXINFO = 0b0000_0001;
+}
+

                  KEYREQUEST #

                  A struct which gets fed into the Seal Key KDF in order to generate keys for sealing or remote attestation.

                  The keyname is a user-defined label

                  struct Keyrequest {
+    keyname: u16,
+    keypolicy: Keypolicy,
+    isvsvn: u16,
+    _reserved1: u16,
+    cpusvn: [u8; 16],
+    attributemask: [u64; 2],
+    keyid: [u8; 32],
+    miscmask: u32,
+    _reserved2: [u8; 436],
+}
+
+struct Keypolicy: u16 {
+	const MRENCLAVE = 0b0000_0001;
+	const MRSIGNER  = 0b0000_0010;
+}
+
+#[repr(u16)]
+enum Keyname {
+    Einittoken    = 0,
+    Provision     = 1,
+    ProvisionSeal = 2,
+    Report        = 3,
+    Seal          = 4,
+}
+

                  Key sharing and separation (KSS) #

                  See: https://www.fortanix.com/blog/2018/02/upcoming-intel-sgx-features-explained#key-sharing-and-separation-kss

                  Premise: Communicating between two different enclaves is cumbersome. The KSS feature adds more flexibility.

                  The new KSS feature adds a configuration value+SVN and two extra 16-byte product IDs.

                  The 64-byte configuration value and 2-byte SVN is used as a post-init identity. The value affects the attestation identity and (optionally) seal key derivation, but isn't included in the Sigstruct. This allows a single enclave binary that is specialized into different services (with different identities!) at load time.

                  The extra product IDs are "family ID" and "extra product ID" (but can be used for other purposes). They can be used in seal key derivation. The IDs are included in the Sigstruct but not the EINITTOKEN. meaning a launch enclave can't use these for access controls.

                  \ No newline at end of file diff --git a/confidential computing/intel SGX/index.html b/confidential computing/intel SGX/index.html new file mode 100644 index 0000000000..76b0e5f4d9 --- /dev/null +++ b/confidential computing/intel SGX/index.html @@ -0,0 +1,91 @@ +confidential computing/intel SGX | philip's notes

                  confidential computing/intel SGX

                  overview →

                  2022-02-13 · 12 min read

                  remote attestation →

                  2022-04-12 · 10 min read

                  sealing →

                  2022-04-14 · 9 min read

                  secure time →

                  2022-04-21 · 4 min read

                  SGX lingo →

                  2022-04-12 · 21 min read

                  \ No newline at end of file diff --git a/confidential computing/intel SGX/overview/index.html b/confidential computing/intel SGX/overview/index.html new file mode 100644 index 0000000000..890a783875 --- /dev/null +++ b/confidential computing/intel SGX/overview/index.html @@ -0,0 +1,109 @@ +overview | philip's notes

                  intel SGX - overview

                  2022-02-13 · 12 min read

                  Wikipedia: https://www.wikiwand.com/en/Software_Guard_Extensions

                  They allow user-level as well as operating system code to define private regions of memory, called enclaves, whose contents are protected and unable to be either read or saved by any process outside the enclave itself, including processes running at higher privilege levels

                  Applications running inside of SGX must be written to be side channel resistant as SGX does not protect against side channel measurement or observation.

                  Enclaves cannot use sockets because enclaves rely on the untrusted application that loads the enclave to communicate with external components. Enclaves cannot create independent communication channels to outside entities. This would break their security and trust model. source

                  • Enclave memory cannot be read or written from outside the enclave regardless of the current privilege level and CPU mode.
                  • Production enclaves cannot be debugged by software or hardware debuggers.
                  • The enclave environment cannot be entered through classic function calls, jumps, register manipulation, or stack manipulation. The only way to call an enclave function is through a new instruction that performs several protection checks.
                  • Enclave memory is encrypted using industry-standard encryption algorithms with replay protection. Tapping the memory or connecting the DRAM modules to another system will yield only encrypted data.
                  • The memory encryption key randomly changes every power cycle. The key is stored within the CPU and is not accessible.
                  • Data isolated within enclaves can only be accessed by code that shares the enclave.

                  See also SGX 101

                  • With SGX, your CPU comes with two new 128bit keys: RPK & RSK
                  • RPK: Root Provisioning Key. Known only to Intel.
                  • RSK: Root Sealing Key. Most derived keys based on RSK.
                  • New DRAM key (derived from RSK?) every power cycle.
                  • Remote Attestation is enforced for the client to prove to the service provider that an enclave is running a given software, inside a given CPU, with a given security level, for a given Individual Software Vender (ISV). This is required before the service provider decides to provide requested secrets.
                  • Sealed Storage is required to save secret data to untrusted media. Note that data and code inside enclaves are not secrets. They are just logics that are required to process the secret and most of them are open sourced or can be reverse engineered. Therefore, secrets are provisioned later by the service provider and should be stored out of the enclave through sealing mechanism when necessary (e.g. for future usage).

                  Security Limitations #

                  • Cache timing attacks
                  • Physical attacks. E.g. laser fault injection attacks
                  • Microcode malicious patching
                  • Untrusted I/O
                  • Human element. E.g. trusted development environment
                  • CPU bugs and bugs in dependencies.

                  Application Design #

                  Application design with Intel SGX requires that the application be divided into two components:

                  • Trusted component: This is the enclave. The code that resides in the trusted code is the code that accesses an application’s secrets. An application can have more than one trusted component/enclave.

                  • Untrusted component: This is the rest of the application and any of its modules. It is important to note that, from the standpoint of an enclave, the OS and the VMM are considered untrusted components.

                  • Fairly expensive to communicate back-and-forth (how much?)

                  • ECalls -> call into enclave

                  • OCalls -> call out to untrusted code

                  • proxy generation via EDL (enclave description language)

                  • specialized memory allocator. limitations on stack/heap sizes, threads, etc...

                  • Enclave runs concurrently with the OS. You start the enclave, and it runs in the background until you shut it down again.

                  • Can read/write files O_o (sgx_tprotected_fs)

                  • Need to declare # threads and stack/heap sizes up front.

                  • Video uses lazy_static to save enclave state between ECalls : /

                  Attestation #

                  Pasted image 20220213102656.png

                  Sealing #

                  Sealing is the process of encrypting data so that it can be written to untrusted memory or storage without revealing its contents. The data can be read back in by the enclave at a later date and unsealed (decrypted). The encryption keys are derived internally on demand and are not exposed to the enclave.

                  There are two methods of sealing data:

                  • Enclave Identity: This method produces a key that is unique to this exact enclave.
                  • Sealing Identity: This method produces a key that is based on the identity of the enclave’s Sealing Authority. Multiple enclaves from the same signing authority can derive the same key.

                  Hardware Requirements #

                  • Intel CPU later than 2015+

                  Performance Overhead #

                  calling some max(&[u32]) function inside enclave.

                  source: https://medium.com/@danny_harnik/impressions-of-intel-sgx-performance-22442093595a

                  SGX find_max bench

                  sgx-perf: A Performance Analysis Tool for Intel SGX Enclaves (2018)

                  We measured transition times of ≈5,850 cycles (≈2.1 µs) with a warm cache for one round-trip (see §5 for the experimental settings). In the second case, we measured a transition time of ≈10,170 cycles (≈3.8 µs), ≈1.74× more than without patches. Finally, with all the updates and microcodes to address the Spectre and Foreshadow vulnerabilities enclave transitions became even slower, resulting in a round-trip time of ≈13,100 cycles (≈4.9 µs), ≈ 2.24× more. This further underlines the need to save on enclave transitions.

                  About 20,000 transitions/sec? per thread? overall?

                  In-Enclave Synchronisation: Enclaves can be multi-threaded and therefore need synchronisation primitives. Unfortunately, as sleeping is not possible inside enclaves, the in-enclave synchronisation primitives provided by the SGX SDK implement additional ocalls to sleep outside of the enclave.

                  The SDK offers mutexes that work as follows: if a thread tries to lock an unlocked mutex, then this operation succeeds without needing to leave the enclave. Whenever a thread tries to lock an already locked mutex, it will put itself into a queue and exit the enclave via an ocall to sleep

                  Enclave Paging: Another important factor for enclave performance is enclave size, especially the size of the working set. SGX stores all enclaves inside the EPC which on current implementations has a size of 128 MiB. Of those, 93 MiB are usable.

                  SGXv1 requires pre-declared limits on stack/heap allocations.

                  With SGX v2, this becomes less of a problem, as the enclave can be extended after creation. Therefore, the enclave can be created small and as soon as stack or heap are exhausted, new pages may be added on-demand.

                  Pasted image 20220213112512.png

                  Enclave Signing #

                  https://docs.conclave.net/signing.html

                  Enclaves must be signed. With modern SGX servers you may self-sign your enclaves, but, a signature is still required.

                  Why is signing required? #

                  Signing requirements are a part of the Intel SGX architecture. The enclave signature is used for two different purposes:

                  1. Linking different enclave versions together into an upgrade path, so new enclaves can decrypt data stored by or sent to old enclaves.
                  2. Authorising which enclaves can be executed on a host.

                  Restricting which enclaves can launch on a host ensures that datacenter providers aren't hosting server processes they can't examine (??????) or turn over to law enforcement. It also makes it harder for people to write malware with un-debuggable cores (loooool), and is part of the privacy (anti-tracking) infrastructure in SGX.

                  Using signatures to link binaries into a single upgrade path is the same technique used by Android and iOS to move permissions and stored data from old to new apps.

                  Signing is also used to authorise which enclaves can start. By default Intel chips won't start an enclave unless it's signed by an Intel key, but this behaviour can be changed and on Azure (see "Deploying to Azure") enclaves can be self-signed. If you want to use older hardware getting whitelisted by Intel is free and can be done quickly. It's a similar process to getting an SSL certificate but using different tools.

                  On Xeon E CPUs with Intel FLC support in the chipset, and a recent enough kernel driver, the owner can add their own whitelisting authorities via BIOS/UEFI firmware settings. This means they can replace the default "must be approved by Intel" launch control logic with their own (which may e.g. only allow their own enclaves, or may allow any self-signed enclave).

                  Hosted SGX #

                  Azure #

                  Azure Confidential Compute

                  Pricing (2022/02/18):

                  https://azure.microsoft.com/en-us/pricing/details/virtual-machines/linux/

                  Filters: US East 2 + grep "SGX"

                  DCsv2- and DCdsv3-series

                  The DCsv2-series virtual machines can help protect the confidentiality and integrity of your data and code while it’s processed in the public cloud. These machines are backed by 3.7GHz Intel® Xeon E-2288G (Coffee Lake) with SGX technology. With the Intel® Turbo Boost Technology these machines can go up to 5.0GHz. DC series instances enable customers to build secure enclave-based applications to protect their code and data while it’s in use.

                  DCsv2-series is ideal for workloads that require smaller EPC (Enclave Page Cache) memory.
                  InstanceCoresRAMTemporary Storage$/hr (useast2)$/hr (uswest1)
                  DC1s v214 GiB50 GiB$0.125/hr
                  DC2s v228 GiB100 GiB$0.250/hr
                  ..
                  DC8s v2832 GiB400 GiB$0.998/hr

                  DCsv3- and DCdsv3-series

                  The DCsv3 and DCdsv3-series virtual machines run the 3rd Generation Intel® Xeon Scalable (Ice Lake) processor with hyper-threading disabled for a hardened security posture. These VMs are designed to protect the confidentiality and integrity of your data in the cloud. Featuring Intel® SGX (Software Guard Extensions), customers can create private regions of memory, called enclaves, to protect code and data in use. DCsv3 and DCdsv3-series enables customers to up to 1500X larger enclaves than before.
                  InstanceCoresRAMTemporary Storage$/hr (useast2)$/hr (uswest1)
                  DC1s v318 GiBN/A$0.096/hr$0.125/hr
                  DC2s v3216 GiBN/A$0.192/hr$0.250/hr
                  ..
                  DC48s v348384 GiBN/A$4.608/hr$5.990/hr
                  DC1ds v318 GiB75 GiB$0.113/hr$0.147/hr
                  DC2ds v3216 GiB150 GiB$0.226/hr$0.294/hr
                  ..
                  DC48ds v348384 GiB2400 GiB$5.424/hr$7.051/hr

                  Google Cloud #

                  Google Cloud Confidential Compute

                  Cloud Vendor Support Table #

                  Packet.net, IBM and Alibaba have Bare Metal Instances available that allow the execution of SGX instructions to create secure enclaves in the cloud. See IBM Cloud Bare Metal Instances and Alibaba ECS Bare Metal Instance. If you were able to experiment with SGX in the Cloud, please let us know!

                  Both AWS and Google have CPUs that capable of SGX but the execution is disabled. We discussed that into detail here. According to a Intel forum post.

                  VendorServicenameCPU SGX capableSGX activated in BIOSDateSource
                  AWSEC2 C5 instancesYES, SGX1 and SGX2NO, SGX not activated in BIOSApr 2018Issue 37
                  AzureAzure Confidential Computing Public PreviewYES, SGX1, SGX2YES, SGX1, SGX2Oct 2018Blog
                  GoogleN1 instancesYES, SGX1 and SGX2NO, SGX not activated in BIOSApr 2018Issue 38
                  IBMIBM Cloud Bare Metal InstancesYES, unknown versionYESMay 2018Issue 46
                  packet.netReserved HardwareYES, SGX1YESApr 2018Issue 44
                  Alibaba CloudECS Bare Metal InstanceYES, unknown versionYESSep 2018Docs, Issue 50
                  OVHcloudInfrastructure Dedicated ServersYES, unknown versionYESSep 2019Docs, Issue 66
                  Alibaba CloudECS Security-enhanced family (public preview)YES, SGX2YESJuly 2021Docs

                  Hardware that supports Intel SGX #

                  See: ayeks/SGX-hardware

                  Desktop Hardware SKUs #

                  Marketing NameProcessor#Post-Conversion S-Spec
                  Intel® Corei7-6700KSR2L0
                  Intel® Corei5-6400TSR2L1
                  Intel® Corei7-6700SR2L2
                  Intel® Corei7-6700TSR2L3
                  Intel® Corei5-6600KSR2L4
                  Intel® Corei5-6600SR2L5
                  Intel® Corei5-6500SR2L6
                  Intel® Corei5-6400SR2L7
                  Intel® Corei5-6500TSR2L8
                  Intel® Corei5-6600TSR2L9
                  Intel® Xeon®E3-1280 v5SR2LC
                  Intel® Xeon®E3-1240 v5SR2LD
                  Intel® Xeon®E3-1230 v5SR2LE
                  Intel® Xeon®E3-1270 v5SR2LF
                  Intel® Xeon®E3-1220 v5SR2LG
                  Intel® Xeon®E3-1260L v5SR2LH
                  Intel® Xeon®E3-1225 v5SR2LJ
                  Intel® Xeon®E3-1275 v5SR2LK
                  Intel® Xeon®E3-1245 v5SR2LL
                  Intel® Xeon®E3-1235L v5SR2LM
                  Intel® Xeon®E3-1240L v5SR2LN
                  \ No newline at end of file diff --git a/confidential computing/intel SGX/remote attestation/index.html b/confidential computing/intel SGX/remote attestation/index.html new file mode 100644 index 0000000000..e71477b051 --- /dev/null +++ b/confidential computing/intel SGX/remote attestation/index.html @@ -0,0 +1,203 @@ +remote attestation | philip's notes

                  remote attestation

                  2022-04-12 · 10 min read

                  Goals #

                  1. The point of Remote Attestation is to prove to a remote client:
                    1. Our software is running inside a genuine Intel enclave.
                    2. The enclave is running a fully up-to-date system at the latest security level.
                    3. The software itself is running a specific, developer-defined version, called an ISV SVN.
                    4. The software is signed by a specific authority, called the Signer Measurement (MRSIGNER).
                    5. The software's initial state (code & data) is exactly as we expect, communicated via a cryptographic summary called the Enclave Measurement (MRENCLAVE).
                    6. (Optional) additional data was present and acknowledged by the enclave when it generated the attestation, called the ReportData.
                      • This slot can be used to pass info to the attestation verifier, e.g., enclave application pubkeys, freshness nonces, timestamps.
                      • The size is only 64-bytes, so if you have lots of things to attest to, you'll need to attest to a commitment rather than the data itself
                  2. Once the client decides they can trust the enclave's attestation (according to some configurable policy), they can open a secure channel with the enclave.
                  3. Over the secure channel, the client can issue commands or provision secrets into the enclave. These secrets remain encryped and unintelligible to the outside, untrusted service provider, machine, and OS.

                  Remote attestation procedure in detail #

                  Attesting to another local enclave is easy and efficient.

                  Attesting to a remote client requires a few extra steps:

                  1. The application enclave generates a Report, which includes the various things we want to attest to, described above.
                  2. Ask the local Quoting Enclave (QE) to sign the application enclave's report with its Attestation Key (AK), usually via the Architectural Enclave Service Manager (AESM) API.
                  3. (Optional) The application enclave can verify that the Quote was generated by a trusted Quoting Enclave (QE) on the local machine.
                    • In theory, this step is optional, since the remote attestation verifier should ultimately reject an invalid Quote. However this step can give the enclave itself assurance that it's talking to a legitimate QE.
                    • When requesting a Quote, the application enclave can provide a 16-byte nonce to ensure freshness (preventing replay attacks of old quotes).
                    • From the AESM or Quoting Library, the application enclave should receive a serialized quote and QE Report from their Quote request.
                    • This QE Report is a Report generated by the Quoting Enclave. The application enclave should check that the Quoting Enclave ID in the QE Report is trustworthy.
                    • The application should then check that the QE Report's ReportData field contains the value SHA-256(nonce || quote) || [0; 32].
                    • Finally, the application enclave should check that the Quote actually contains its own Report.
                  4. (EPID-only) This signed report, called a Quote, is sent to the endorsement service Intel Attestation Services (IAS) who will endorse (read: sign with its cert) the report IFF it believes the Quote is valid.
                    • This endorsed Quote is now verifiable by anyone that knows the endorsement service's root CA cert.
                    • The remote Intel-run IAS is the only party that can endorse these EPID Quotes. This makes Intel's service an interactive party in our attestation protocol flow when using EPID Quotes.
                  5. (ECDSA-only) The report is signed by an ECDSA Attestation Key in a Quoting Enclave. The Attestation Key is endorsed by an Attestation Key Cert from the Provisioning Certification Enclave (PCE).

                  Attestation Key Algorithms #

                  There are a two-ish different Attestation Key (TODO link) algorithms that each have different tradeoffs and TCB surface.

                  1. ECDSA P256 or ECDSA P384
                    1. simple, but ids are public and linkable. This is not a problem in data centers or confidential computing scenarios.
                  2. Intel Enhanced Privacy ID (EPID)
                    1. complicated, but ids are private and revocations are efficient.
                    2. significant increased protocol complexity.
                    3. Intel verifier is all attestations.

                  See: sgx_types::sgx_ql_attestation_algorithm_id_t

                  Remote Attestation Quote Verification #

                  To help visualize how the chain-of-trust extends from our Trust Root (the Intel SGX Root CA) to the enclave's attested values (usually a TLS cert pubkey), I've made this helpful diagram.

                  Quickly recapping, the User starts with three trusted objects:

                  1. the Intel SGX Root CA
                  2. the acceptable Quoting Enclave identities, retrieved from the IAS (not depicted)
                  3. the acceptable Application Enclave identities (e.g., MRSIGNER or MRENCLAVE)

                  The Application Enclave usually provides the Quote to the User as part of setting up a secure transport channel. The User wants to verify the Quote to ensure the enclave is running the expected software.

                  This particular diagram shows the ECDSA DCAP-QL Quote structure and how each component commits or signs other sub-components. The flow is somewhat different for EPID-based attestation Quotes.

                  sgx_remote_attestation.png

                  PCK lookup service #

                  Intel DCAP - Provisioning Certificate Caching Service (PCCS)

                  GET platform's Provisioning Certification Key (PCK) certs #

                  The platform is identified by its encrypted Platform Provisioning ID (PPID) and Provisioning Certification Enclave ID (PCE-ID).

                  GET Current Intel Quoting Enclave (QE) and Quote Verification Enclave (QVE) Identities #

                  Query the Intel Trusted Services API for current valid Quoting Enclave (QE) identity.

                  $ curl -v -X GET "https://api.trustedservices.intel.com/sgx/certification/v3/qe/identity"
+
                  {
+  "enclaveIdentity": {
+    "id": "QE",
+    "version": 2,
+    "issueDate": "2022-04-12T21:57:18Z",
+    "nextUpdate": "2022-05-12T21:57:18Z",
+    "tcbEvaluationDataNumber": 12,
+    "miscselect": "00000000",
+    "miscselectMask": "FFFFFFFF",
+    "attributes": "11000000000000000000000000000000",
+    "attributesMask": "FBFFFFFFFFFFFFFF0000000000000000",
+    "mrsigner": "8C4F5775D796503E96137F77C68A829A0056AC8DED70140B081B094490C57BFF",
+    "isvprodid": 1,
+    "tcbLevels": [
+      {
+        "tcb": {
+          "isvsvn": 6
+        },
+        "tcbDate": "2021-11-10T00:00:00Z",
+        "tcbStatus": "UpToDate"
+      },
+      {
+        "tcb": {
+          "isvsvn": 5
+        },
+        "tcbDate": "2020-11-11T00:00:00Z",
+        "tcbStatus": "OutOfDate"
+      },
+      {
+        "tcb": {
+          "isvsvn": 4
+        },
+        "tcbDate": "2019-11-13T00:00:00Z",
+        "tcbStatus": "OutOfDate"
+      },
+      {
+        "tcb": {
+          "isvsvn": 2
+        },
+        "tcbDate": "2019-05-15T00:00:00Z",
+        "tcbStatus": "OutOfDate"
+      },
+      {
+        "tcb": {
+          "isvsvn": 1
+        },
+        "tcbDate": "2018-08-15T00:00:00Z",
+        "tcbStatus": "OutOfDate"
+      }
+    ]
+  },
+  "signature": "1750f7e5997a8cb5ba2073f7a4312e43f5771a409e0610b20428dffebe51e53a6eadfb5691045b0819b29754dd6f5cfd20837b0e6f76e2307146dd3deb5203be"
+}
+

                  Likewise, there's a similar endpoint for looking up the Quote Verification Enclave (QVE) identity:

                  $ curl -v -X GET "https://api.trustedservices.intel.com/sgx/certification/v3/qve/identity"
+

                  For both responses, the "signature" field contains a signature over the "enclaveIdentity" body (hex-encoded, no whitespace, very canonical lmao) using the TCB Info Signing Key.

                  Determining if an SGX Enclave identity matches the standard Quoting Enclave Identity #

                  1. Retrieve standard Quoting Enclave Identity from the Intel SGX Provisioning Certification Service (PCS) and verify that it is a valid structure issued by Intel.
                  2. Perform the following comparison of SGX Enclave Report against the retrieved QE Identity:
                    1. Verify if MRSIGNER field retrieved from SGX Enclave Report is equal to the value of mrsigner field in QE Identity.
                    2. Verify if ISVPRODID field retrieved from SGX Enclave Report is equal to the value of isvprodid field in QE Identity.
                    3. Apply miscselectMask (binary mask) from QE Identity to MISCSELECT field retrieved from SGX Enclave Report. Verify if the outcome (miscselectMask & MISCSELECT) is equal to the value of miscselect field in QE Identity.
                    4. Apply attributesMask (binary mask) from QE Identity to ATTRIBUTES field retrieved from SGX Enclave Report. Verify if the outcome (attributesMask & ATTRIBUTES) is equal to the value of attributes field in QE Identity.
                  3. If any of the checks above fail, the identity of the enclave does not match QE Identity published by Intel.
                  4. Determine a TCB status of the Quoting Enclave:
                    1. Retrieve a collection of TCB Levels (sorted by ISVSVNs) from tcbLevels field in QE Identity structure.
                    2. Go over the list of TCB Levels (descending order) and find the one that has ISVSVN that is lower or equal to the ISVSVN value from SGX Enclave Report.
                    3. If a TCB level is found, read its status from tcbStatus field, otherwise your TCB Level is not supported.

                  GET TCB info for a given CPU family/platform #

                  The platform is identified by an FMSPC (Family, Model, Stepping, Platform Type, Customized SKU) hex-encoded 6-byte array.

                  curl -v -X GET "https://api.trustedservices.intel.com/sgx/certification/v3/tcb?fmspc={}"
+
                  {
+   "tcbInfo":{
+	  "version":2,
+	  "issueDate":"2019-07-30T12:00:00Z",
+	  "nextUpdate":"2019-08-30T12:00:00Z",
+	  "fmspc":"000000000000",
+	  "pceId":"0000",
+	  "tcbType": 0,
+	  "tcbEvaluationDataNumber": 2,
+	  "tcbLevels":[
+		 {
+			"tcb":{
+			   "sgxtcbcomp01svn":0,
+			   "sgxtcbcomp02svn":0,
+			   "sgxtcbcomp03svn":0,
+			   "sgxtcbcomp04svn":0,
+			   "sgxtcbcomp05svn":0,
+			   "sgxtcbcomp06svn":0,
+			   "sgxtcbcomp07svn":0,
+			   "sgxtcbcomp08svn":0,
+			   "sgxtcbcomp09svn":0,
+			   "sgxtcbcomp10svn":0,
+			   "sgxtcbcomp11svn":0,
+			   "sgxtcbcomp12svn":0,
+			   "sgxtcbcomp13svn":0,
+			   "sgxtcbcomp14svn":0,
+			   "sgxtcbcomp15svn":0,
+			   "sgxtcbcomp16svn":0,
+			   "pcesvn":0
+			},
+			"tcbDate":"2019-07-11T12:00:00Z",
+			"tcbStatus": "UpToDate",
+			"advisoryIDs": ["INTEL-SA-00079", "INTEL-SA-00076"]
+		 }
+	  ]
+   },
+   "signature":"e45785756a06abfabb2eb6481c3b67c8a0729142e10e06e6415948a88e2f2e773bb2ff9f513ec32e4c5afb15883ab653393f8082f69b69ba19a2a21e3eefee7c"
+}
+

                  Determine the status of a TCB level for a platform #

                  We use this API to verify that a given platform's current TCB is not vulnerable or revoked.

                  1. Retrieve FMSPC value from SGX PCK Certificate assigned to a given platform.
                  2. Retrieve TCB Info matching the FMSPC value.
                  3. Go over the sorted collection of TCB Levels retrieved from TCB Info starting from the first item on the list:
                    1. Compare all of the SGX TCB Comp SVNs retrieved from the SGX PCK Certificate (from 01 to 16) with the corresponding values in the TCB Level. If all SGX TCB Comp SVNs in the certificate are greater or equal to the corresponding values in TCB Level, go to 3.b, otherwise move to the next item on TCB Levels list.
                    2. Compare PCESVN value retrieved from the SGX PCK certificate with the corresponding value in the TCB Level. If it is greater or equal to the value in TCB Level, read status assigned to this TCB level. Otherwise, move to the next item on TCB Levels list.
                  4. If no TCB level matches your SGX PCK Certificate, your TCB Level is not supported.

                  Misc #

                  Intel SGX Services

                  Intel Trusted Services API Developer Dashboard

                  scrtlabs/SecretNetwork/x/registration/remote_attestation

                  scrtlabs/SecretNetwork/cosmwasm/enclaves

                  \ No newline at end of file diff --git a/confidential computing/intel SGX/sealing/index.html b/confidential computing/intel SGX/sealing/index.html new file mode 100644 index 0000000000..a93b4d0537 --- /dev/null +++ b/confidential computing/intel SGX/sealing/index.html @@ -0,0 +1,477 @@ +sealing | philip's notes

                  sealing

                  2022-04-14 · 9 min read

                  Deriving some Key Material #

                  While an enclave is running, the enclave application code has access to the EGETKEY instruction. Enclaves use this to derive Seal Key material.

                  1. Enclave application code calls EREPORT to obtain the CPU SVN and ISV SVN.
                  2. The enclave application prepares a KEYREQUEST struct with appropriate fields.
                    1. The keyname=4, for Seal Key.
                    2. Choose a Key Request Policy.
                    3. Choose a keyid. This should be a hashed Domain Separation Value, like you would input to a normal KDF. Some places also seem to use a random value, which you prepend in plaintext next to the ciphertext? Not sure when that's necessary. Is this also functioning like a nonce or something? Need to investigate...
                  3. User code calls the EGETKEY instruction with the KEYREQUEST.
                  4. The instruction derives key material according to the policy defined by the KEYREQUEST and returns 128-bits key material to the enclave code.
                    1. IF the Keyrequest.ISVSVN > Enclave.ISVSVN or Keyrequest.CPUSVN > Enclave.CPUSVN, THEN the key request fails.

                  You can also view the full EGETKEY flow and some real code in oasis-core that calls EGETKEY.

                  Key Request Policy #

                  The enclave has two options

                  1. The enclave can request a key derived from the Enclave Measurement (MRENCLAVE), which pins a derived key to the exact (1) TCB version, (2) enclave code, and (3) CPU product ID.
                  2. The key can also be derived from the Enclave Signer's Identity, which allows any enclave signed with this identity to derive the same keys. Newer enclave versions can also successfully derive keys created on older versions, but older versions will fail to derive keys created on newer versions. See Preventing Version Downgrade Attacks.

                  Preventing Version Downgrade Attacks #

                  Older versions of an enclave should not be able to derive keys or read sealed data from a newer enclave version. To prevent these downgrading attacks, the KEYREQUEST also contains the current CPU SVN and ISV SVN. The EGETKEY intrinsic will then verify that the keyrequest CPU SVN and ISV SVN are not beyond the current CPU SVN and enclave ISV SVN.

                  Sealing Pattern #

                  Sealed data should effectively include the SGX lingo > KEYREQUEST used to seal the data. When an enclave wants to decrypt some sealed data, it just passes this attached KEYREQUEST to EGETKEY. An enclave should then reseal the data, but with a freshly generated Seal Key. This will ratchet any old secure platform versions forward.

                  Migrating data between enclaves #

                  1. Same platform, same enclave, different instances
                    1. Offline migration is always possible. Both enclaves will simply rederive the same keys.
                  2. Same platform, different enclave versions
                    1. If the enclave has a newer security version for the CPU SVN + ISV SVN and the Keypolicy is set to MRSIGNER
                      1. Then Offline migration is possible. Both enclaves will derive the same keys.
                    2. Otherwise, online migration is necessary.
                  3. Different platform, same or different enclave
                    1. Online migration is necessary.

                  Offline migration #

                  We say offline migration is available when no coordination is required for two enclaves to read each other's sealed data.

                  Online migration #

                  In contrast, online migration requires both enclaves to coordinate. Both enclaves usually need to be online and able to communicate. The enclaves then establish a secure channel using remote attestation and migrate secrets or other unsealed data over the secure channel.

                  Another approach is to delegate key distribution to a shared enclave service. This is what oasis does with their oasis > Key Manager Enclaves. Here compute enclaves store their machine-specific keys with the key manager enclaves, along with a policy for which other enclaves can read the keys. This way enclaves don't need to communicate with or attest each other directly and can instead just query the local key manager enclave.

                  Examples #

                  oasis #

                  See: oasis > Sealing

                  intel/linux-sgx #

                  https://github.com/intel/linux-sgx/blob/26c458905b72e66db7ac1feae04b43461ce1b76f/sdk/tseal/tSeal.cpp

                  extern "C" sgx_status_t sgx_seal_data_ex(
+	const uint16_t key_policy,
+	const sgx_attributes_t attribute_mask,
+	const sgx_misc_select_t misc_mask,
+	const uint32_t additional_MACtext_length,
+	const uint8_t *p_additional_MACtext,
+	const uint32_t text2encrypt_length,
+	const uint8_t *p_text2encrypt,
+	const uint32_t sealed_data_size,
+	sgx_sealed_data_t *p_sealed_data
+) {
+    sgx_status_t err = SGX_ERROR_UNEXPECTED;
+    sgx_key_id_t keyID;
+    sgx_key_request_t tmp_key_request;
+    uint8_t payload_iv[SGX_SEAL_IV_SIZE];
+    memset(&payload_iv, 0, sizeof(payload_iv));
+
+
+    uint32_t sealedDataSize = sgx_calc_sealed_data_size(additional_MACtext_length,text2encrypt_length);
+    // Check for overflow
+    if (sealedDataSize == UINT32_MAX)
+    {
+        return SGX_ERROR_INVALID_PARAMETER;
+    }
+
+    //
+    // Check parameters
+    //
+    // check key_request->key_policy:
+    //  1. Reserved bits are not set
+    //  2. Either MRENCLAVE or MRSIGNER is set
+    if ((key_policy & ~(SGX_KEYPOLICY_MRENCLAVE | SGX_KEYPOLICY_MRSIGNER | (KEY_POLICY_KSS) | SGX_KEYPOLICY_NOISVPRODID)) ||
+        (key_policy & (SGX_KEYPOLICY_MRENCLAVE | SGX_KEYPOLICY_MRSIGNER)) == 0)
+    {
+        return SGX_ERROR_INVALID_PARAMETER;
+    }
+    if ( !(attribute_mask.flags & SGX_FLAGS_INITTED)
+      || !(attribute_mask.flags & SGX_FLAGS_DEBUG) )
+    {
+        return SGX_ERROR_INVALID_PARAMETER;
+    }
+    if ((additional_MACtext_length > 0) && (p_additional_MACtext == NULL))
+    {
+        return SGX_ERROR_INVALID_PARAMETER;
+    }
+    if ((text2encrypt_length == 0) || (p_text2encrypt == NULL) || (!sgx_is_within_enclave(p_text2encrypt,text2encrypt_length)))
+    {
+        return SGX_ERROR_INVALID_PARAMETER;
+    }
+    // Ensure sealed data blob is within an enclave during the sealing process
+    if ((p_sealed_data == NULL) || (!sgx_is_within_enclave(p_sealed_data,sealed_data_size)))
+    {
+        return SGX_ERROR_INVALID_PARAMETER;
+    }
+    // Ensure aad data does not cross enclave boundary
+    if ((additional_MACtext_length > 0) &&
+        (!(sgx_is_within_enclave(p_additional_MACtext,additional_MACtext_length) || sgx_is_outside_enclave(p_additional_MACtext, additional_MACtext_length))))
+    {
+        return SGX_ERROR_INVALID_PARAMETER;
+    }
+    if (sealedDataSize != sealed_data_size)
+    {
+        return SGX_ERROR_INVALID_PARAMETER;
+    }
+    memset(p_sealed_data, 0, sealedDataSize);
+    memset(&keyID, 0, sizeof(sgx_key_id_t));
+    memset(&tmp_key_request, 0, sizeof(sgx_key_request_t));
+
+    // Get the report to obtain isv_svn and cpu_svn
+    const sgx_report_t *report = sgx_self_report();
+
+    // Get a random number to populate the key_id of the key_request
+    err = sgx_read_rand(reinterpret_cast<uint8_t *>(&keyID), sizeof(sgx_key_id_t));
+    if (err != SGX_SUCCESS)
+    {
+        goto clear_return;
+    }
+
+    memcpy(&(tmp_key_request.cpu_svn), &(report->body.cpu_svn), sizeof(sgx_cpu_svn_t));
+    memcpy(&(tmp_key_request.isv_svn), &(report->body.isv_svn), sizeof(sgx_isv_svn_t));
+    tmp_key_request.config_svn = report->body.config_svn;
+    tmp_key_request.key_name = SGX_KEYSELECT_SEAL;
+    tmp_key_request.key_policy = key_policy;
+    tmp_key_request.attribute_mask.flags = attribute_mask.flags;
+    tmp_key_request.attribute_mask.xfrm = attribute_mask.xfrm;
+    memcpy(&(tmp_key_request.key_id), &keyID, sizeof(sgx_key_id_t));
+    tmp_key_request.misc_mask = misc_mask;
+
+    err = random_stack_advance<0x400>(sgx_seal_data_iv, additional_MACtext_length, p_additional_MACtext,
+        text2encrypt_length, p_text2encrypt, payload_iv, &tmp_key_request, p_sealed_data);
+
+    if (err == SGX_SUCCESS)
+    {
+        // Copy data from the temporary key request buffer to the sealed data blob
+        memcpy(&(p_sealed_data->key_request), &tmp_key_request, sizeof(sgx_key_request_t));
+    }
+clear_return:
+    // Clear temp state
+    memset_s(&keyID, sizeof(sgx_key_id_t), 0, sizeof(sgx_key_id_t));
+    return err;
+}
+

                  openenclave #

                  https://github.com/openenclave/openenclave/blob/master/enclave/core/seal.c#L93

                  
+oe_result_t oe_seal(
+    const oe_uuid_t* plugin_id,
+    const oe_seal_setting_t* settings,
+    size_t settings_count,
+    const uint8_t* plaintext,
+    size_t plaintext_size,
+    const uint8_t* additional_data,
+    size_t additional_data_size,
+    uint8_t** blob,
+    size_t* blob_size)
+{
+    oe_result_t result;
+    const oe_seal_plugin_definition_t* plugin;
+    size_t i;
+
+    if (blob == NULL || blob_size == NULL)
+        return OE_INVALID_PARAMETER;
+
+    *blob = NULL;
+    *blob_size = 0;
+
+    if ((settings == NULL) != (settings_count == 0) ||
+        !oe_is_within_enclave(settings, settings_count * sizeof(*settings)) ||
+        (plaintext == NULL) != (plaintext_size == 0) ||
+        !oe_is_within_enclave(plaintext, plaintext_size) ||
+        (additional_data == NULL) != (additional_data_size == 0) ||
+        ((additional_data != NULL) &&
+         !oe_is_within_enclave(additional_data, additional_data_size)))
+        return OE_INVALID_PARAMETER;
+
+    for (i = 0; i < settings_count; ++i)
+    {
+        if (settings[i].type < 0 || settings[i].type >= OE_SEAL_SETTING_MAX)
+            return OE_INVALID_PARAMETER;
+        if (settings[i].size > 0 &&
+            !oe_is_within_enclave(settings[i].value.p, settings[i].size))
+            return OE_INVALID_PARAMETER;
+    }
+
+    if (oe_mutex_lock(&_plugins_lock) != OE_OK)
+        return OE_UNEXPECTED;
+
+    plugin = _find_plugin(plugin_id);
+    if (plugin == NULL)
+        OE_RAISE(OE_NOT_FOUND);
+
+    result = plugin->seal(
+        settings,
+        settings_count,
+        plaintext,
+        plaintext_size,
+        additional_data,
+        additional_data_size,
+        blob,
+        blob_size);
+
+done:
+    oe_mutex_unlock(&_plugins_lock);
+    return result;
+}
+

                  https://github.com/openenclave/openenclave/blob/master/include/openenclave/bits/sgx/sgxtypes.h#L1073

                  /* Enclave MISCSELECT Flags Bit Masks, additional information to an SSA frame */
+/* If set, then the enclave page fault and general protection exception are
+ * reported */
+#define SGX_MISC_FLAGS_PF_GP_EXIT_INFO 0x0000000000000001ULL
+
+/* Enclave Flags Bit Masks */
+/* If set, then the enclave is initialized */
+#define SGX_FLAGS_INITTED 0x0000000000000001ULL
+/* If set, then the enclave is debug */
+#define SGX_FLAGS_DEBUG 0x0000000000000002ULL
+/* If set, then the enclave is 64 bit */
+#define SGX_FLAGS_MODE64BIT 0x0000000000000004ULL
+/* If set, then the enclave has access to provision key */
+#define SGX_FLAGS_PROVISION_KEY 0x0000000000000010ULL
+/* If set, then the enclave has access to EINITTOKEN key */
+#define SGX_FLAGS_EINITTOKEN_KEY 0x0000000000000020ULL
+#define SGX_FLAGS_RESERVED                                         \
+    (~(SGX_FLAGS_INITTED | SGX_FLAGS_DEBUG | SGX_FLAGS_MODE64BIT | \
+       SGX_FLAGS_PROVISION_KEY | SGX_FLAGS_EINITTOKEN_KEY))
+
+/* Set the bits which have no security implications to 0 for sealed data
+ migration */
+/* Bits which have no security implications in attributes.flags:
+ *    Reserved bit[55:6]  - 0xFFFFFFFFFFFFC0ULL
+ *    SGX_FLAGS_MODE64BIT
+ *    SGX_FLAGS_PROVISION_KEY
+ *    SGX_FLAGS_EINITTOKEN_KEY */
+#define SGX_FLAGS_NON_SECURITY_BITS                                        \
+    (0xFFFFFFFFFFFFC0ULL | SGX_FLAGS_MODE64BIT | SGX_FLAGS_PROVISION_KEY | \
+     SGX_FLAGS_EINITTOKEN_KEY)
+
+/* bit[27:0]: have no security implications */
+#define SGX_MISC_NON_SECURITY_BITS 0x0FFFFFFFU
+
+/* OE seal key default flag masks*/
+#define OE_SEALKEY_DEFAULT_FLAGSMASK (~SGX_FLAGS_NON_SECURITY_BITS)
+#define OE_SEALKEY_DEFAULT_MISCMASK (~SGX_MISC_NON_SECURITY_BITS)
+#define OE_SEALKEY_DEFAULT_XFRMMASK (0X0ULL)
+

                  https://github.com/openenclave/openenclave/blob/master/enclave/sealing/sgx/seal_gcmaes.c

                  static oe_result_t _init_key_request(sgx_key_request_t* keyrequest)
+{
+    sgx_report_t report = {{{0}}};
+
+    oe_result_t result = OE_OK;
+
+    OE_CHECK(
+        oe_memset_s(keyrequest, sizeof(*keyrequest), 0, sizeof(*keyrequest)));
+
+    OE_CHECK(sgx_create_report(NULL, 0, NULL, 0, &report));
+    OE_CHECK(oe_memcpy_s(
+        &keyrequest->cpu_svn,
+        sizeof(keyrequest->cpu_svn),
+        &report.body.cpusvn,
+        sizeof(report.body.cpusvn)));
+
+    keyrequest->key_name = SGX_KEYSELECT_SEAL;
+    keyrequest->key_policy = SGX_KEYPOLICY_MRSIGNER;
+    keyrequest->isv_svn = report.body.isvsvn;
+    keyrequest->attribute_mask.flags = OE_SEALKEY_DEFAULT_FLAGSMASK;
+    keyrequest->attribute_mask.xfrm = OE_SEALKEY_DEFAULT_XFRMMASK;
+    keyrequest->misc_attribute_mask = OE_SEALKEY_DEFAULT_MISCMASK;
+
+done:
+    return result;
+}
+
+static oe_result_t _seal(
+    const oe_seal_setting_t* settings,
+    size_t settings_count,
+    const uint8_t* plaintext,
+    size_t plaintext_size,
+    const uint8_t* additional_data,
+    size_t additional_data_size,
+    uint8_t** blob,
+    size_t* blob_size)
+{
+    oe_result_t result = OE_OK;
+    struct _sealed_blob_header* header;
+    uint8_t* key = NULL;
+    size_t size;
+    oe_entropy_kind_t kind;
+    size_t i;
+
+    size = sizeof(*header);
+    if (plaintext_size > OE_UINT32_MAX - size)
+        return OE_INTEGER_OVERFLOW;
+    size += plaintext_size;
+    if (additional_data_size > OE_UINT32_MAX - size)
+        return OE_INTEGER_OVERFLOW;
+    // Please note that blob will NOT include additional_data
+
+    *blob_size = size;
+    *blob = (uint8_t*)oe_calloc(1, size);
+    if (*blob == NULL)
+        return OE_OUT_OF_MEMORY;
+
+    header = (struct _sealed_blob_header*)*blob;
+    OE_CHECK(_init_key_request(&header->keyrequest));
+    OE_CHECK(oe_get_entropy(
+        header->keyrequest.key_id, sizeof(header->keyrequest.key_id), &kind));
+    header->ciphertext_size = (uint32_t)plaintext_size;
+    header->total_size = (uint32_t)(plaintext_size + additional_data_size);
+    OE_CHECK(oe_get_entropy(header->iv, sizeof(header->iv), &kind));
+
+    for (i = 0; i < settings_count; ++i)
+        switch (settings[i].type)
+        {
+            case OE_SEAL_SETTING_POLICY:
+                switch (settings[i].value.w)
+                {
+                    case OE_SEAL_POLICY_UNIQUE:
+                        header->keyrequest.key_policy = SGX_KEYPOLICY_MRENCLAVE;
+                        break;
+                    case OE_SEAL_POLICY_PRODUCT:
+                        header->keyrequest.key_policy = SGX_KEYPOLICY_MRSIGNER;
+                        break;
+                    default:
+                        OE_RAISE(OE_INVALID_PARAMETER);
+                }
+                break;
+
+            case OE_SEAL_SETTING_IV:
+                if (settings[i].size != sizeof(header->iv))
+                    OE_RAISE(OE_INVALID_PARAMETER);
+                else
+                    OE_CHECK(oe_memcpy_s(
+                        header->iv,
+                        sizeof(header->iv),
+                        settings[i].value.p,
+                        settings[i].size));
+                break;
+
+            case OE_SEAL_SETTING_SGX_KEYNAME:
+                header->keyrequest.key_name = settings[i].value.w;
+                break;
+
+            case OE_SEAL_SETTING_SGX_ISVSVN:
+                header->keyrequest.isv_svn = settings[i].value.w;
+                break;
+
+            case OE_SEAL_SETTING_SGX_CPUSVN:
+                if (settings[i].size != sizeof(header->keyrequest.cpu_svn))
+                    OE_RAISE(OE_INVALID_PARAMETER);
+                OE_CHECK(oe_memcpy_s(
+                    header->keyrequest.cpu_svn,
+                    sizeof(header->keyrequest.cpu_svn),
+                    settings[i].value.p,
+                    settings[i].size));
+                break;
+
+            case OE_SEAL_SETTING_SGX_FLAGSMASK:
+                header->keyrequest.attribute_mask.flags = settings[i].value.q;
+                break;
+
+            case OE_SEAL_SETTING_SGX_XFRMMASK:
+                header->keyrequest.attribute_mask.xfrm = settings[i].value.q;
+                break;
+
+            case OE_SEAL_SETTING_SGX_MISCMASK:
+                header->keyrequest.misc_attribute_mask = settings[i].value.d;
+                break;
+
+            case OE_SEAL_SETTING_SGX_CONFIGSVN:
+                header->keyrequest.config_svn = settings[i].value.w;
+                break;
+
+            case OE_SEAL_SETTING_ADDITIONAL_CONTEXT:
+                // Custom OE_SEAL_SETTING_ADDITIONAL_CONTEXT not supported
+
+            case OE_SEAL_SETTING_SGX_CET_ATTRIBUTES_MASK:
+                // OE_SEAL_SETTING_SGX_CET_ATTRIBUTES_MASK not supported
+
+            default:
+                OE_RAISE(OE_UNSUPPORTED);
+        }
+
+    OE_CHECK(oe_get_seal_key(
+        (uint8_t*)&header->keyrequest,
+        sizeof(header->keyrequest),
+        &key,
+        &size));
+
+    OE_STATIC_ASSERT(sizeof(header->tag) >= 16);
+    OE_CHECK(oe_aes_gcm_encrypt(
+        key,
+        size,
+        header->iv,
+        sizeof(header->iv),
+        additional_data,
+        additional_data_size,
+        plaintext,
+        plaintext_size,
+        (uint8_t*)(header + 1),
+        plaintext_size,
+        header->tag));
+
+done:
+    oe_free_key(key, size, NULL, 0);
+
+    if (result != OE_OK)
+    {
+        oe_free(*blob);
+        *blob = NULL;
+    }
+
+    return result;
+}
+
                  \ No newline at end of file diff --git a/confidential computing/intel SGX/secure time/index.html b/confidential computing/intel SGX/secure time/index.html new file mode 100644 index 0000000000..86bcf1998b --- /dev/null +++ b/confidential computing/intel SGX/secure time/index.html @@ -0,0 +1,109 @@ +secure time | philip's notes

                  secure time

                  2022-04-21 · 4 min read

                  Time in an enclave is difficult.

                  Why do we care about time in an enclave? #

                  1. Knowing the time lets us detect replay attacks on sealed persistent data.
                  2. We need the current time to decide whether a certificate/OCSP response/DNSSEC reply is stale or expired.
                  3. With the current time, we can tell whether a PoW blockchain header is stale or recent.
                  4. Various protocols rely on accurate clocks for security, e.g., DNSSEC, Kerberos, TLS, WireGuard.

                  Why is this problem so hard? #

                  • We can't rely on standard OS time services, since they can be modified by the host and must sit outside our TCB.
                  • CPU instructions that query an on-die Real-time Clock (RTC) are likewise untrustworthy.
                  • Intel's Platform Services Enclave (PSE) provides an interface to the Intel Management Engine's (IME) RTC, which is isolated from the host OS. Unfortunately, this is more trustworthy but still only provides you with a relative time. We want the absolute time.

                  What do we do about it? #

                  Requirements #

                  1. We want absolute time, so we can communicate with others outside our own machine.
                  2. The true time, as observed by other enclaves on the machine, should be strictly increasing.
                  3. The platform operator is outside our TCB. They should not be able to make the true time go backwards.
                  4. We are not secure against DoS by the platform operator. This doesn't significantly change our threat model however, since they can just turn off the machine. : )
                  5. Minimize the startup latency of other enclaves by doing the bootstrap once in a shared enclave.

                  Approach #

                  Shared Time-keeper Enclave #

                  Use a shared enclave that keeps track of time on the same machine. Other local enclaves can query the Time-keeper for the current true time.

                  The Time-keeper uses a combination of a remote, semi-trusted time service, and a local, trusted relative clock provided by the Intel ME and Platform Services Enclave (PSE) to keep track of the true time.

                  • The connection to the remote time service needs to be secure against the platform operator. We probably use NTP with NTS to some small, fixed set of NTP servers (that support NTS).
                  • On startup, we use the local insecure time to bootstrap our secure connection to the remote time service.
                    • We need the initial insecure time measurement so we can complete the TLS handshake.
                    • We could also attempt to bootstrap more securely with roughtime.
                    • Since platform operator DoS is out-of-scope, a bad initial insecure time is effectively the same as a DoS, since we'll just reject the server's TLS cert.
                  • We then use our secure channel to the remote time service to fix our trusted clock base.
                  • We then use the local, trusted relative clock to track the time since the clock base.
                  • Since the relative clock only provides second granularity, we use an intra-epoch counter stored in-memory that gets incremented after each request.
                    • On startup, we need to make sure we wait until the next second for the previous epoch to fully elapse.
                  • Depending on requirements, refresh the base time by re-bootstrapping from the remote time source to reduce clock-skew. This refresh could happen every hour or so.
                  • Other enclaves can request the current time from the time-keeper. The request should include a nonce for freshness/replay-prevention. The request should be (at least) MAC'd with a shared symmetric key derived via EGETKEY with the same key_id.
                  \ No newline at end of file diff --git a/confidential computing/intel TDX/index.html b/confidential computing/intel TDX/index.html new file mode 100644 index 0000000000..fb82bc400f --- /dev/null +++ b/confidential computing/intel TDX/index.html @@ -0,0 +1,91 @@ +intel TDX | philip's notes

                  intel TDX

                  2022-02-17 · 2 min read

                  Intel TDX is designed to isolate virtual machines from the VMM/hypervisor and other non-VMM system software on the platform. TDX is also able to protect the VMs from some forms of hardware attacks

                  Intel Trust Domain Extensions (Intel TDX) is introducing new, architectural elements to help deploy hardware-isolated, virtual machines (VMs) called trust domains (TDs). Intel TDX is designed to isolate VMs from the virtual-machine manager (VMM)/hypervisor and any other non-TD software on the platform to protect TDs from a broad range of software. source

                  • Secure-Arbitration Mode (SEAM) – a new mode of the CPU designed to host an Intel-provided, digitally-signed, security-services module called the Intel TDX module.

                  • Shared bit in GPA to help allow TD to access shared memory.

                  • Secure EPT to help translate private GPA to provide address-translation integrity and to prevent TD-code fetches from shared memory. Encryption and integrity protection of private-memory access using a TD-private key is the goal.

                  • Physical-address-metadata table (PAMT) to help track page allocation, page initialization, and TLB consistency.

                  • Multi-key, total-memory-encryption (MKTME) engine designed to provide memory encryption using AES-128- XTS and integrity using 28-bit MAC and a TD-ownership bit.

                  • Remote attestation designed to provide evidence of TD executing on a genuine, Intel TDX system and its TCB version.

                  • It looks like you basically run a linux kernel on the host machine, then linux (which now supports TDX) can run these VM isolates (just like containers I guess, but with privacy and isolation).

                  Roadmap Status (2021/09/24) #

                  itemstatus
                  linux firmware loaderWIP
                  KVM TDUnder Review
                  KVM MMUUnder Review
                  KVM unmappingUnder discussion
                  QEMU guest BIOSUnder Review
                  QEMU cpuidWIP
                  QEMU guest attestationWIP
                  QEMU unmappingUnder discussion
                  \ No newline at end of file diff --git a/confidential computing/marblerun/index.html b/confidential computing/marblerun/index.html new file mode 100644 index 0000000000..64323fc94f --- /dev/null +++ b/confidential computing/marblerun/index.html @@ -0,0 +1,98 @@ +marblerun | philip's notes

                  marblerun

                  2022-03-29 · 3 min read

                  Github: https://github.com/edgelesssys/marblerun

                  Docs: https://docs.edgeless.systems/marblerun/#/

                  • MarbleRun is a #confidential-computing aware service mesh for kubernetes
                  • Coordinator
                    • the control plane
                    • communicates w/ data plane via gRPC
                    • exposes REST interface to clients
                    • clients are
                      • owners/providers/admins who need to deploy applications and admin
                      • users/customers who do remote attestation w/ Coordinator
                  • Marbles
                    • the data plane
                    • run your application code in secure enclaves
                  // coordinator-era.json
+{
+	"SecurityVersion": 1,
+	"ProductID": 3,
+	"SignerID": "43361affedeb75affee9baec7e054a5e14883213e5a121b67d74a0e12e9d2b7a",
+	"Debug": true
+}
+

                  EGo & Marblerun Talk #

                  Video: EGo & Marblerun - Moritz Eckert - OC3 2021

                  • EGo

                    • Mostly transparently wraps existing Go code to run inside enclave
                    • Built on openenclave (provides the low-level interface and compatibility layer)
                    • Fairly lightweight? Contains only Application Code, Go Runtime, and small OpenEnclave layer.

                  • Challenges deploying Go enclaves on k8s

                    • top-level DevOps user
                      • don't really care whether we're running one big service or many microservices (?)
                      • just want one big attestation of the whole cluster, rather than doing individual attestations with each service.
                    • services
                      • packaged as k8s pods
                      • services want to communicate with each other / share data
                      • service 2 service communication needs attestations so service enclaves can securely communicate w/ each other.
                    • secrets distribution
                      • ex: web frontend instances all need to share same cert
                      • secret distribution must happen via secure channels between enclaves
                    • sealing and persistence
                      • pod migration (pod gets shutdown and migrated to other host) is difficult w/ enclaves
                      • enclave's sealing key is unique to each enclave. data encryted with enclave's sealing key can only be decrypted by that enclave.
                      • "virtual" sealing key, so this is somehow abstracted and data not bound to one node
                    • secure connections
                      • all connections b/w enclaves must be through secure mTLS connections terminated inside enclaves
                    • code updates
                      • how to ship new enclave code and have other outside enclaves recognize this

                  • Why do existing service meshes not work?

                    • Threat model only considers network-bound adversaries
                    • Threat model considers hosts & cloud provider to be trusted third parties.
                    • TLS is only terminated at service mesh sidecar proxies
                    • Secrets handled in unsecured memory on-node
                    • Not SGX aware, no remote attestations

                  • Marblerun

                    • extends enclave concept to entire cluster
                    • E2E Confidentiality, Integrity, Verifiability
                    • Updatable, Cloud-native
                    • Integrates w/ k8s and existing service meshes like
                      • { Consul, Linkerd, Istio (Envoy) }
                    • Supports EGo, Gramine (experimental), and Occlum (experimental) runtimes.
                    • cloud agnostic

                  • DevOps

                    • Provides Manifest (JSON) which describes cluster?
                    • doesn't need to worry too much about CC
                    • can use existing tooling
                    • don't need to change too much code

                  • User

                    • Asks marblerun control plane for attestation w/ Quote, Cert, and Manifest
                    • can verify everything in one step
                      • everything runs in enclaves
                      • everything always encrypted
                      • cluster topology
                      • cluster identities
                  \ No newline at end of file diff --git a/confidential computing/mystikos/index.html b/confidential computing/mystikos/index.html new file mode 100644 index 0000000000..0af91f389f --- /dev/null +++ b/confidential computing/mystikos/index.html @@ -0,0 +1,91 @@ +mystikos | philip's notes

                  mystikos

                  2022-03-26 · 1 min read

                  Github: https://github.com/deislabs/mystikos Site: ??? Related: gramine

                  Mystikos is a #libOS kernel / libc-injected runtime for running Linux software in SGX.

                  • Goal: lift-n-shift existing application with little or no modification into enclave.
                  • Goal: target multiple enclave types
                  • Built by team inside Azure

                  Architecture #

                  • C-runtime based on musl, but also glibc-compatible.
                  • a #libOS like micro-kernel
                  • Linux kernel target interface (TCALL)
                  • CLI and other related utils

                  Current available targets:

                  1. SGX (via Open Enclave SDK)
                  2. Linux (for simulation and testing on non-SGX hardware)

                  Examples #

                  \ No newline at end of file diff --git a/confidential computing/remote attestation protocols/index.html b/confidential computing/remote attestation protocols/index.html new file mode 100644 index 0000000000..5bfca1954c --- /dev/null +++ b/confidential computing/remote attestation protocols/index.html @@ -0,0 +1,91 @@ +remote attestation protocols | philip's notes

                  remote attestation protocols

                  2022-05-15 · 8 min read

                  See also: intel SGX > remote attestation

                  Related slides: CCC-Attestation/meetings - Discussion Wrap up

                  Goals #

                  • An application running inside a Trusted Execution Environment (TEE) proves various assertions about itself to a remote party.
                  • These assertions might include claims like
                    1. a summary of the application code running in the TEE, e.g., an SGX Enclave Measurement (MRENCLAVE)
                    2. the Enclave Signer Identity (MRSIGNER)
                    3. the current TCB status (up-to-date or insecure)
                  • At the end of the attestation protocol, we should have a bidirectional secure channel established between both endpoints. We might use this channel to provision secrets, issue commands, etc...

                  Protocol Tradeoffs #

                  Quote Generation and Verification Frequency #

                  How often does the enclave need to generate a new quote?

                  Quote Generation #

                  1. Once per connection
                  2. Once on enclave startup

                  Quote Verification #

                  1. Once per connection.
                  2. Amortize Quote verification so client only has to do it once.

                  RTTs to Useful Payload #

                  How many RTTs until the client can send useful application payloads?

                  1. 1 RTT
                    • Normal TLS
                    • Embedded Quote TLS
                  2. 2 RTT (extra application layer handshake step)
                    • TLS EKM Session Binding

                  Safety #

                  • Is the protocol safe by default?
                  • How brittle/fail-safe is the protocol implementation?

                  Support for Client Authentication/Attestation #

                  • Can an enclave act as the client and present a Quote to the Server?
                  • Can two enclaves on the same machine efficiently verify each other's Reports?
                  • If built on TLS, can we do mutual-auth TLS (mTLS)?

                  Confidentiality vs Support Middleware #

                  • Most of the protocols terminate the secure channel inside the enclaves, which is by far the safest option, but means we have to forgo application-aware load balancers and reverse proxies, which have become standard in most cloud/kubernetes deployments.
                  • The Attestation in HTTP Headers HTTPA protocol presents an alternative, where the secure channel is moved up to the HTTP layer. The TLS session can be terminated at the service provider edge and existing middleware load balancers and reverse proxies can operate as normal on the unprotected parts of the HTTP request.

                  Invasiveness #

                  Different attestation protocols operate at different levels of the transport protocol stack and require varying changes to existing transport protocols. Invasiveness is a qualitative statement about the changes to existing libraries needed before a new client language can be supported.

                  As an upper bound, changing the TCP protocol handshake would be incredibly invasive and would likely require maintaining Linux kernel patches or running a custom user-space TCP stack. Supporting locked down platforms like Android or iOS would be... challenging to say the least.

                  In contrast, a hypothetical lower bound would probably be a default TLS config (i.e., no custom verifiers, no self-signed certs, default global CA set), since that would be supported "out-of-the-box" on every major platform.

                  TLS Configs by Invasiveness and Availability #

                  If you don't control the client libraries connecting to the enclaves, it's important to stay on the TLS happy path. Different platforms and client libraries allow configuring TLS to varying levels. Staying on the happy path is important for ease-of-implementation and time-to-market. TLS configurations in order from most to least easy/available:

                  1. default configuration (available everywhere)
                    • This means the enclave needs a cert rooted at a global CA, e.g., Let's Encrypt.
                  2. custom root CA cert (available everywhere, slightly more complicated)
                    • The client pins a specific root CA cert for this connection.
                    • The root CA cert is probably provisioned into the enclave out-of-band or provisioned with one of the other bespoke attestation protocols. Ideally, you can keep the provisioning step out of the steady-state client path or do it only once.
                  3. export keying material (rare availability, if exists then only application layer changes)
                  4. custom cert verifier, custom cert extensions (ok availability, dangerous and large engineering effort)
                  5. modified TLS implementation (completely bespoke, requires standardization)

                  For a decent overview of lowest common denominator TLS configurations, see the Rust reqwest::ClientBuilder API. Take note of which APIs are supported on which TLS feature flags.

                  Protocols #

                  TLS Embed Quote in Self-signed Certificate #

                  TLS Exported Keying Material Session Binding #

                  Client and Server open a standard TLS connection, then derive a secret from the TLS session shared secret. The Client then requests a Quote from the Server. The Quote must bind to the derived shared secret or the Client will reject it. Once the Client verifies the Quote, you have a secure channel.

                  Delegate Quote Verification and Mint an X509 Cert for Enclave #

                  Attest CA Provisioning Enclave #

                  TODO

                  • Fortanix
                  • Oasis (sort of)

                  Attestation in HTTP Headers (HTTPA) #

                  Most modern services are horizontally scaled and run behind a series of load balancers, reverse proxies, and TLS termination endpoints. These middleware services usually terminate TLS at the provider's edge and then inspect or operate on the HTTP request/response to route traffic, cache responses, check user authentication/authorization, track metrics, attach tracing info, etc, etc...

                  The other protocols described in this note will terminate the TLS session inside the destination enclave service. The security model is definitely clearest when terminating at the destination; however, we also lose out on all the functionality provided by these middlewares and must replicate or otherwise go without them in the enclave service.

                  In contrast, this proposal runs an attestation protocol over HTTPS in a standard TLS session, which can be terminated normally at the edge. Both parties effectively do a key exchange over HTTP headers. Once negotiated, parts of subsequent HTTP requests can be protected via the shared secrets. The middlewares can continue to operate on the unprotected parts of the HTTP request as normal.

                  Enclave Key Exchange Protocol (EKEP) #

                  A modified version of Google's internal mutual-auth secure transport protocol (ALTS). Like a stripped down TLS handshake over gRPC.

                  TLS CBOR Web Token (CWT) certs with Entity Attestation Token (EAT) #

                  Normal TLS implementations usually exchange X509 certs. Some even support raw pubkey-only key exchange (no cert). This protocol proposes a new CWT cert format, along with an Entity Attestation Token (EAT) format inside the CWT cert.

                  Requires deeply invasive changes to TLS client libraries, who almost always assume X509 certs. Very far off the happy path IMO.

                  \ No newline at end of file diff --git a/crypto/(talk) authenticated data structures for stateless validation/index.html b/crypto/(talk) authenticated data structures for stateless validation/index.html new file mode 100644 index 0000000000..04568844a7 --- /dev/null +++ b/crypto/(talk) authenticated data structures for stateless validation/index.html @@ -0,0 +1,91 @@ +(talk) authenticated data structures for stateless validation | philip's notes

                  (talk) authenticated data structures for stateless validation

                  2022-08-11 · 2 min read

                    Video: https://www.youtube.com/watch?v=TuZiEb_SLx0 Author: https://alinush.github.io/papers.html

                    why #

                    1. Merkle Trees can't do some things efficiently
                      • Succinctness
                      • Proof and digest updates
                      • Proof aggregation
                    2. These are needed in new applications
                      • Transparency logs (e.g., x509 Certificate Transparency)
                      • Stateless validation (e.g., sharded eth, eth light clients)
                    3. These things are possible with new techniques
                      • Polynomial commitments
                      • Hidden-order groups (e.g. RSA)

                    cert transparency #

                    example #

                    • CA gets compromised and issues bad cert for high-value domain like google.com.

                    • Instead of preventing the problem (basically impossible), just detect bad CAs and remove them from browser/OS trust roots after the fact (when they're detected).

                    • Client gets an extra CT inclusion proof alongside normal cert chain. Client only accepts cert if it's included in a global transparency log.

                    • Services (e.g., google.com) also then monitor the global transparency logs for their certs.

                    • Transparency logs return complete inclusion proof (i.e., proves google.com certs returned is complete and not missing any).

                    • If service finds a bad cert, maybe one they didn't request, then they can ban the bad CA from the browser/CA trust roots.

                    • existing merkle accumulator can't easily guarantee completeness b/c the certs are appended in chronological order. log auditors then have to download the entire tree to check for bad certs.

                    • new bilinear accumulator and RSA-based accumulator allow for both lookup proof and append-only proof size in log n

                    • caveat: slightly worse append time and bilinear accum has many public params

                    • these more sophisticated accumulators (bilinear or RSA) allow for O(1) disjointness and subset proofs.

                    • perf: append-only proof: 7 KB, lookup proof: 40-120 KB, reduce communication: 10x-100x

                    • perf: 1 append/sec :0

                    • future work: confident we can go from $4 \lambda$ to $2 \lambda$ to $\log n$ tree depth

                    \ No newline at end of file diff --git a/crypto/TLS self-signed pubkey-only certs/index.html b/crypto/TLS self-signed pubkey-only certs/index.html new file mode 100644 index 0000000000..645867a9d8 --- /dev/null +++ b/crypto/TLS self-signed pubkey-only certs/index.html @@ -0,0 +1,145 @@ +TLS self-signed pubkey-only certs | philip's notes

                    mTLS self-signed pubkey-only certs

                    2022-04-06 · 2 min read

                    mysten-infra/rccheck

                    Assuming you already have PKI set up to distribute pubkeys everywhere, this crate allows you to

                    1. easily generate valid self-signed certs from a keypair.
                    2. server and client verifiers that check whether the peer pubkey is as we expect.

                    Just like our old NoiseIX handshake code (which was simpler IMO : ))

                    // rccheck/src/ed25519_certgen.rs
+
+fn gen_certificate(
+    subject_names: impl Into<Vec<String>>,
+    key_pair: (&[u8], &'static SignatureAlgorithm),
+) -> Result<rustls::Certificate, anyhow::Error> {
+    let kp = KeyPair::from_der_and_sign_algo(key_pair.0, key_pair.1)?;
+
+    let mut cert_params = CertificateParams::new(subject_names);
+    cert_params.key_pair = Some(kp);
+    cert_params.distinguished_name = rcgen::DistinguishedName::new();
+    cert_params.alg = key_pair.1;
+
+    let cert = rcgen::Certificate::from_params(cert_params).expect(
+        "unreachable! from_params should only fail if the key is incompatible with params.algo",
+    );
+    let cert_bytes = cert.serialize_der()?; // <- also signs
+    Ok(rustls::Certificate(cert_bytes))
+}
+

                    simple Rust library to gen x509 certs #

                    est31/rcgen

                    // rcgen/lib.rs
+impl CertificateParams {
+
+	// ..
+
+	fn serialize_der_with_signer<K: PublicKeyData>(&self, pub_key: &K, ca :&Certificate) -> Result<Vec<u8>, RcgenError> {
+		yasna::try_construct_der(|writer| {
+			writer.write_sequence(|writer| {
+
+				let tbs_cert_list_serialized = yasna::try_construct_der(|writer| {
+					self.write_cert(writer, pub_key, ca)?;
+					Ok::<(), RcgenError>(())
+				})?;
+				// Write tbsCertList
+				writer.next().write_der(&tbs_cert_list_serialized);
+
+				// Write signatureAlgorithm
+				ca.params.alg.write_alg_ident(writer.next());
+
+				// Write signature
+				ca.key_pair.sign(&tbs_cert_list_serialized, writer.next())?;
+
+				Ok(())
+			})
+		})
+	}
+
+	// ..
+}
+
                    \ No newline at end of file diff --git a/crypto/acme protocol/index.html b/crypto/acme protocol/index.html new file mode 100644 index 0000000000..23d115d595 --- /dev/null +++ b/crypto/acme protocol/index.html @@ -0,0 +1,135 @@ +acme protocol | philip's notes

                    acme protocol

                    2022-08-19 · 4 min read

                    A protocol for automated provisioning of web PKI certificates (certs bound to public domains, endorsed by a web root CA like Let's Encrypt).

                    why #

                    Before ACME, web service operators had to manually update their web certs. This error prone and time-consuming process meant that many sites either:

                    1. Didn't use HTTPS at all, significantly reducing security.
                    2. Used multi-year long cert expirations, increasing the danger when a cert was compromised.
                    3. Forgot to renew their certs when they expired, leading to outages.

                    ACME automates and simplifies the process of procuring and renewing web certs so everyone can enjoy HTTPS!

                    Since the process is fully automated, web services can autonomously renew their web certs without operator intervention, allowing significantly shorter cert expiration times (think weeks/months not years).

                    ACME is becoming a de-facto requirement as browser vendors reduce the maximum allowable cert expiration time to only a few months.

                    registration #

                    Before requesting any certs, a client needs to register an account <keypair> at the CA.

                    1. Client generates an account <keypair> for their account at the CA.
                    2. Client makes register request to CA containing <pubkey> of <keypair>.
                    3. CA responds with proof-of-ownership of <keypair> challenge, which includes a <nonce>.
                    4. Client responds with <nonce> signed using <keypair>.

                    For more details, see

                    ordering / renewing cert #

                    • In order to automate web PKI certificate issuance, CAs need clients to prove ownership over a domain name before they're willing to issue a new child cert for the client.
                    • These certs are called Domain Validated (DV) certs, since the CA just validates domain ownership before issuing the cert.

                    At a high level, the cert ordering process looks like:

                    1. Client sends certificate order request for <domain>. The order status is now pending.
                    2. CA responds with a random <token> as a proof-of-ownership challenge for <domain>. Client must bind <token> to <domain> using one of the challenge protocols.
                    3. Client sends to the CA which of the different challenge types it wishes to prove.
                    4. Client and CA perform the challenge protocol. If success, the client's cert order status will transition to ready.
                    5. Client sends a signed Certificate Signing Request (CSR) to the CA in order to finalize the order. The CSR is signed using the account <keypair> registered earlier.

                    http-01 challenge #

                    1. Client listens on http port 80. Public DNS should resolve the <domain> to the client's webserver.
                    2. Client's webserver should respond with <token>.<jwk-thumbprint> for a GET http://<domain>/.well-known/acme-challenge/<token> request.
                      • TODO: what is the <jwk-thumbprint> precisely?
                    3. Out-of-band, the CA requests the <token> from the client's URL and verifies that it matches the token it originally requested.

                    dns-01 challenge #

                    TODO

                    tls-alpn-01 challenge #

                    TODO

                    registration in detail #

                    A client creates an account at the ACME server by first requesting a new <nonce>:

                    HEAD /acme/new-nonce HTTP/1.1
+Host: example.com
+

                    The server returns a response containing a Replay-Nonce header containing the <nonce>:

                    HTTP/1.1 200 OK
+Replay-Nonce: oFvnlFP1wIhRlYS2jTaXbA
+Cache-Control: no-store
+Link: <https://example.com/acme/directory>;rel="index"
+

                    Next, the client sends a JSON POST request to /acme/new-account.

                    • protected contains a base64url-encoded JWK describing the client's account <pubkey>.
                    • All the fields in the payload field are optional.
                    POST /acme/new-account HTTP/1.1
+Host: example.com
+Content-Type: application/jose+json
+
+{
+ "protected": base64url({
+   "alg": "ES256",
+   "jwk": {...},
+   "nonce": "6S8IqOGY7eL2lsGoTZYifg",
+   "url": "https://example.com/acme/new-account"
+ }),
+ "payload": base64url({
+   "termsOfServiceAgreed": true,
+   "contact": [
+	 "mailto:cert-admin@example.org",
+	 "mailto:admin@example.org"
+   ],
+   "onlyReturnExisting": false,
+   "externalAccountBinding": {},
+ }),
+ "signature": "RZPOnYoPs1PhjszF...-nh6X1qtOFPB519I"
+}
+

                    If successful, the ACME server returns something like the following HTTP response:

                    HTTP/1.1 201 Created
+Content-Type: application/json
+Replay-Nonce: D8s4D2mLs8Vn-goWuPQeKA
+Link: <https://example.com/acme/directory>;rel="index"
+Location: https://example.com/acme/acct/evOfKhNU60wg
+
+{
+ "status": "valid",
+
+ "contact": [
+   "mailto:cert-admin@example.org",
+   "mailto:admin@example.org"
+ ],
+
+ "orders": "https://example.com/acme/acct/evOfKhNU60wg/orders"
+}
+
                    \ No newline at end of file diff --git a/crypto/biscuit authz/index.html b/crypto/biscuit authz/index.html new file mode 100644 index 0000000000..43d9081366 --- /dev/null +++ b/crypto/biscuit authz/index.html @@ -0,0 +1,91 @@ +biscuit authz | philip's notes

                    biscuit authz

                    2022-08-23 · 2 min read

                      Biscuit is an authorization token with decentralized verification, offline attenuation and strong security policy enforcement based on a logic language

                      overview #

                      • Tokens are signed with a root ed25519 keypair.
                      • Any service/client/user that knows the root pubkey can verify the token.
                      • Tokens can be "attenuated" (reduce rights/permissions) offline, without re-auth. See: how attenuation works.
                      • Authorization policies are written in a Datalog-like language.
                      • Tokens naturally support capability-based auth, role-based auth (RBAC), ACLs, etc... with Datalog.
                      • Tokens have content-based revocation id that can be used to revoke tokens.
                      • Implemented in Rust, Haskell, Go, Java, Wasm, C

                      how attenuation works #

                      • Attenuating a token is adding a new block with reduced permissions.
                      • Note: tokens can be "sealed" to prevent further attenuation.
                      • In an "unsealed" token, the last "proof" block in a sequence actually contains a private key (bound by the public key placed in the prev. block, plus the previous block's signature).
                      • Adding a new attentuation block is just removing the "proof" block (containing the private key) and replacing it with a fresh block. You then sign the fresh block with the private key you just removed.

                      Pretty pictures:

                      The initial token

                      • Fig. (1) The initial token. This one is just a single top-level "authority" block, signed and issued by the root key authority.

                      The attenuated token

                      • Fig. (2) The attenuated token. Notice how private key 1 is no longer present in the token; instead, it was removed and used to sign the next block. This token is still unsealed, so there is now private key 2 available for further attenuation.
                      \ No newline at end of file diff --git a/crypto/dex - open-source OIDC & OAuth 2.0 provider/index.html b/crypto/dex - open-source OIDC & OAuth 2.0 provider/index.html new file mode 100644 index 0000000000..2de0c01601 --- /dev/null +++ b/crypto/dex - open-source OIDC & OAuth 2.0 provider/index.html @@ -0,0 +1,97 @@ +dex - open-source OIDC & OAuth 2.0 provider | philip's notes

                      dex - open-source OIDC & OAuth 2.0 provider

                      2023-07-19 · 1 min read

                        OpenID Connect (OIDC) identity and OAuth 2.0 provider with pluggable connectors.

                        Dex acts as a portal to other identity providers through "connectors." This lets dex defer authentication to LDAP servers, SAML providers, or established identity providers like GitHub, Google, and Active Directory. Clients write their authentication logic once to talk to dex, then dex handles the protocols for a given backend.

                        \ No newline at end of file diff --git a/crypto/hkdf-sha256/index.html b/crypto/hkdf-sha256/index.html new file mode 100644 index 0000000000..f86835e493 --- /dev/null +++ b/crypto/hkdf-sha256/index.html @@ -0,0 +1,355 @@ +hkdf-sha256 | philip's notes

                        hkdf-sha256

                        2022-11-18 · 7 min read

                        • HKDF: HMAC-based Key Derivation Function.
                        • We'll use a specific hash function (SHA-256) for simplified analysis. You can use any cryptographic hash function, but some constants will need to change to accomodate the different digest block size.
                        • Why this page: I keep forgetting perf-relevant details like ideal salt / IKM sizes, or HKDF salt/PRK caching. Seeing all the details laid out flat, with strong types, makes this all clear. As an example, you can save 60-70% on key derivation time if you reuse the intermediate derived Prk when deriving multiple secrets from one common input secret.

                        usage # 

                        // SALT is usually a static, constant value used for domain
+// separation.
+//
+// Using a unique salt for your application improves the security
+// bounds on the HKDF. Intuitively, you get a unique PRF just for
+// your application, rather than a shared PRF used by all the other
+// default-config'ed users of HKDF-SHA256.
+//
+// A constant salt is useful for performance since we can
+// pre-compute the salted `hkdf::Salt` state.
+//
+// I also like to pre-hash the salt, since it guarantees the value
+// is shorter than the hmac `2 * sha256::BLOCKSIZE` key size
+// threshold, which mandates an extra hash if exceeded. If your
+// language supports it, you can even compute this at compile time.
+let salt: &[u8] = sha256::digest(b"MY-DOMAIN-SEPARATION-VALUE");
+
+// IKM is the input secret
+let ikm: &[u8] = b"MY-SECRET-KEY-MATERIAL";
+// For most cases, think of `infos` as a unqiue label for the
+// child-secret. You can also bind higher-level application data
+// like negotiated protocol versions or public keys or other
+// session-specific data here.
+let infos: &[&[u8]] = &[b"file key"];
+// The length of the output secret. Note that there is a maximum
+// output length of `255 * BLOCKSIZE` bytes.
+let output_secret_len: usize = 32;
+
+// If you just need to derive a few child secrets, just use the
+// one-line convenience method:
+let secret = hkdf::derive(salt, ikm, infos, output_secret_len);
+
+// Otherwise, at a minimum, consider caching or pre-computing the
+// salted HKDF(s) used in your application.
+//
+// You can then reuse the salted_hkdf multiple times, even with
+// different root secrets (IKMs).
+let salted_hkdf = hkdf::Salt::new(salt);
+let secret1 = salted_hkdf
+	.extract(ikm1)
+	.expand(infos, secret_len);
+let secret2 = salted_hkdf
+	.extract(ikm2)
+	.expand(infos, secret_len);
+
+// If you use a single input key/secret to derive many child
+// secrets, reuse the extracted PRK instead of rederiving it each
+// time:
+let prk = salted_hkdf.extract(ikm);
+let secret1 = prk.expand(&[b"file key"] /* infos */, secret_len);
+let secret2 = prk.expand(&[b"noise key"] /* infos */, secret_len);
+

                        definitions #

                        SHA256 # 

                        mod sha256 {
+	const BLOCK_SIZE: usize = 32;
+	const INTERNAL_BLOCK_SIZE: usize = 64;
+
+	/// A finalized SHA-256 hash digest. 32 bytes. 256 bits.
+	struct Hash([u8; BLOCK_SIZE]);
+
+	/// An intermediate SHA-256 digest state.
+	struct Context { /* .. */ }
+
+	impl Context {
+		fn new() -> Self { /* .. */ }
+		fn update(&mut input: &[u8]) { /* .. */ }
+		fn finish(self) -> sha256::Hash;
+	}
+
+	/// A convenience function to easily digest many inputs in
+	/// one line.
+	fn digest(inputs: &[&[u8]]) -> sha256::Hash {
+		let mut ctx = sha256::Context::new();
+		for input in inputs {
+			ctx.update(input);
+		}
+		ctx.finish()
+	}
+}
+

                        HMAC-SHA256 # 

                        mod hmac {
+	/// A keyed HMAC PRF. Normally this would be used to compute
+	/// MAC tags for message authentication, but HKDFs use this
+	/// a bit differently.
+	struct Context {
+		// IPAD := [0x36; 32]
+		// inner(x) := H(K xor IPAD || x)
+		inner: sha256::Context,
+		// OPAD := [0x5c; 32]
+		// outer(x) := H(K xor OPAD || x)
+		outer: sha256::Context,
+	}
+
+	impl Context {
+		/// Create a new keyed HMAC context for digesting multiple
+		/// inputs.
+		fn new(key: &[u8]) -> Self {
+			// Keys longer than the internal block size (64 bytes)
+			// must be pre-hashed to make them smaller.
+			let key_hash: sha256::Hash;
+			let key = if key.len() > 64 {
+				key_hash = sha256::digest(&[key]);
+				key_hash.0.as_slice()
+			} else {
+				key
+			};
+
+			// zero-pad key to the internal block size (64 bytes).
+			let mut padded_key = [0u8; 64];
+			padded_key[..key.len()].copy_from_slice(key);
+
+			// ikey := [ key_i ^ 0x36 ]_{i in 0..64}
+			let mut ikey = [0x36_u8; 64];
+			for (ikey_i, key_i) in ikey.iter_mut().zip(&padded_key) {
+				*ikey_i ^= key_i;
+			}
+
+			// okey := [ key_i ^ 0x5c ]_{i in 0..64}
+			let mut okey = [0x5c_u8; 64];
+			for (okey_i, key_i) in okey.iter_mut().zip(&padded_key) {
+				*okey_i ^= key_i;
+			}
+
+			let mut hmac_key = Self {
+				inner: sha256::Context::new(),
+				outer: sha256::Context::new(),
+			};
+
+			hmac_key.inner.update(&ikey);
+			hmac_key.outer.update(&okey);
+			hmac_key
+		}
+
+		fn update(&mut self, input: &[u8]) {
+			self.inner.update(input);
+		}
+
+		fn finish(mut self) -> sha256::Hash {
+			let inner_output = self.inner.finish();
+			self.outer.update(&inner_output);
+			self.outer.finish()
+		}
+	}
+
+	/// A convenience function for easily HMAC'ing multiple
+	/// inputs in one line.
+	fn digest(key: &[u8], inputs: &[&[u8]]) -> sha256::Hash {
+		let mut ctx = hmac::Context::new(key);
+		for input in inputs {
+			ctx.update(input);
+		}
+		ctx.sign()
+	}
+}
+
                        • Useful perf tips:
                          • You can avoid an extra Hash(key) when doing an HMAC so long as the key is no longer than the internal hash block size (e.g., 64 bytes for SHA-256).
                          • If a key is fixed for multiple HMAC invocations, you can compute the hmac::Context once and reuse it for multiple hmac::Context::sign's, avoiding at least 2 hashes and some padding+XORs.

                        HKDF-SHA256 #

                        • Extract a PRK (Pseudo-Random Key) from IKM (input key material) and domain separator (called salt).
                        • Expand a PRK and label or context into secrets of varying sizes.
                        mod hkdf {
+	/// A domain-separated (salted) HKDF context ready to expand
+	/// into an `hkdf::Prk` using some IKM (Input Key Material).
+	///
+	/// `Salt` is (relatively) expensive to construct, so it's
+	/// good to compute once and reuse.
+	///
+	/// `Salt` contains an `hmac::Context`, domain-separated by
+	/// `salt_value`.
+	///
+	/// `Salt.0 := HMAC(salt_value, ___)`
+	struct Salt(hmac::Context);
+
+	impl Salt {
+		fn new(salt_value: &[u8]) -> Self {
+			Self(hmac::Context::new(salt_value))
+		}
+
+		/// HKDF-extract a new PRK (keyed HMAC context) from some
+		/// IKM (Input Key Material).
+		fn extract(&self, ikm: &[u8]) -> hkdf::Prk {
+			let mut salt_ctx = self.0.clone();
+			salt_ctx.update(ikm);
+			let prk = salt_ctx.finish().0;
+			hkdf::Prk(hmac::Context::new(&prk))
+		}
+	}
+
+	/// A domain-separated and "extracted" Pseudo-Random Key
+	/// ready to now "expand" into many different child secrets
+	/// of varying lengths.
+	///
+	/// `Prk` is (relatively) expensive to construct, so it's
+	/// good to compute once and reuse.
+	///
+	/// `PRK.0 := HMAC(HMAC(salt, ikm), ___)`
+	struct Prk(hmac::Context);
+
+	impl Prk {
+		/// HKDF-expand a new secret of `out_len` bytes from a
+		/// `Prk`, using `infos` for domain separation or
+		/// application specific context.
+		///
+		/// For example, from a single root secret, you might
+		/// derive many subkeys simply by using different `infos`
+		/// labels, like "cert key" or "sealing key" or "btc key
+		/// 54".
+		///
+		/// HKDF-SHA256 has a max output secret limit of
+		/// `255 * 32 == 8160` bytes.
+		fn expand(&self, infos: &[&[u8]], out_len: usize) -> Vec<u8> {
+			// N is the number of sha256-block-sized blocks we need
+			// to derive in order to cover the desired output length
+			// `out_len`.
+			//
+			// N := ceil(out_len / sha256::BLOCK_SIZE)
+			//   := (out_len.saturating_sub(1) / sha256::BLOCK_SIZE) + 1
+			let n = (out_len.saturating_sub(1) / 32) + 1;
+			let n = u8::try_from(n).expect("out_len is too large");
+
+			// T      := T(1) || T(2) || .. || T(N)
+			// T(0)   := b"" (empty byte string)
+			// T(i) := hmac::digest(prk, T(i-1) || infos || [ i ])
+
+			let mut out = Vec::with_capacity(len);
+			// T(i-1)
+			let mut t_im1 = [0u8; 32];
+
+			for i in 1..=n {
+				// T(i) := hmac::digest(prk, T(i-1) || infos || [ i ])
+				let mut t_i = {
+					let mut ctx = self.0.clone();
+					if i != 1 {
+						ctx.update(&t_im1);
+					}
+					for info in infos {
+						ctx.update(info);
+					}
+					ctx.update(&[i]);
+					ctx.finish().0
+				};
+				t_im1 = t_i;
+
+				if i < n {
+					out.extend_from_slice(&t_i[..]);
+				} else {
+					// the last block will need to be truncated if
+					// `out_len` isn't a multiple of the block size.
+					let l = 32 - (((n as usize) * 32) - out_len);
+					out.extend_from_slice(&t_i[..l]);
+				}
+			}
+
+			out
+		}
+	}
+
+	/// A convenience function to derive a secret of size `out_len`
+	/// from `ikm` (Input Key Material)
+	fn derive(
+		salt: &[u8],
+		ikm: &[u8],
+		infos: &[&[u8]],
+		out_len: usize,
+	) -> Vec<u8> {
+		let salt = hkdf::Salt::new(salt);
+		let prk = salt.extract(ikm);
+		prk.expand(infos, out_len)
+	}
+}
+
                        • Useful perf tips:
                          • The salted HKDF function can be cached. If you find yourself deriving secrets from multiple different IKMs, this trick may be useful.
                          • The extracted PRK can be cached. If you find yourself deriving many different secrets from one root secret, this trick may be useful. I've found this trick in particular can save between 60-70% on key derivation time.

                        RFCs #

                        \ No newline at end of file diff --git a/crypto/index.html b/crypto/index.html new file mode 100644 index 0000000000..0ec11ff20d --- /dev/null +++ b/crypto/index.html @@ -0,0 +1,73 @@ +crypto | philip's notes

                        crypto

                        (talk) authenticated data structures for stateless validation →

                        2022-08-11 · 2 min read

                        acme protocol →

                        2022-08-19 · 4 min read

                        biscuit authz →

                        2022-08-23 · 2 min read

                        dex - open-source OIDC & OAuth 2.0 provider →

                        2023-07-19 · 1 min read

                        hkdf-sha256 →

                        2022-11-18 · 7 min read

                        smallstep - private online CA & ACME server →

                        2023-07-19 · 1 min read

                        tls exported keying material →

                        2022-08-19 · 1 min read

                        TLS self-signed pubkey-only certs →

                        2022-04-06 · 2 min read

                        zkdocs →

                        2022-05-06 · 1 min read

                        \ No newline at end of file diff --git a/crypto/smallstep - private online CA & ACME server/index.html b/crypto/smallstep - private online CA & ACME server/index.html new file mode 100644 index 0000000000..e954bbe073 --- /dev/null +++ b/crypto/smallstep - private online CA & ACME server/index.html @@ -0,0 +1,94 @@ +smallstep - private online CA & ACME server | philip's notes

                        smallstep - private online CA & ACME server

                        2023-07-19 · 1 min read

                        A private certificate authority (X.509 & SSH) & ACME server for secure automated certificate management, so you can use TLS everywhere & SSO for SSH.

                        \ No newline at end of file diff --git a/crypto/tls exported keying material/index.html b/crypto/tls exported keying material/index.html new file mode 100644 index 0000000000..477ce30dca --- /dev/null +++ b/crypto/tls exported keying material/index.html @@ -0,0 +1,104 @@ +tls exported keying material | philip's notes

                        tls exported keying material

                        2022-08-19 · 1 min read

                        RFC 5705 - Keying Material Exporters for TLS

                        what #

                        Exposes a KDF on the TLS connection shared secret that the client and server agreed upon.

                        API #

                        rustls::Connection::export_keying_material

                        impl Connection {
+    /// Derives key material from the agreed connection secrets.
+    ///
+    /// This function fills in `output` with `output.len()` bytes of
+    /// key material derived from the master session secret using
+    /// `label` and `context` for diversification.
+    pub fn export_keying_material(
+        &self,
+        output: &mut [u8],
+        label: &[u8],
+        context: Option<&[u8]>,
+    ) -> Result<(), Error>;
+}
+
                        \ No newline at end of file diff --git a/crypto/zkdocs/index.html b/crypto/zkdocs/index.html new file mode 100644 index 0000000000..f17c43ebb0 --- /dev/null +++ b/crypto/zkdocs/index.html @@ -0,0 +1,91 @@ +zkdocs | philip's notes

                        zkdocs

                        2022-05-06 · 1 min read

                        ZKDocs provides comprehensive, detailed, and interactive documentation on zero-knowledge proof systems and related primitives.

                        \ No newline at end of file diff --git a/design/form design/index.html b/design/form design/index.html new file mode 100644 index 0000000000..e853784562 --- /dev/null +++ b/design/form design/index.html @@ -0,0 +1,91 @@ +form design | philip's notes

                        form design

                        2022-02-22 · 4 min read

                          Video: You Suck at Form Design

                          10 Commandments of Form Design #

                          1. Align form elements.
                          2. Place labels above inputs. Avoid labels to the left of inputs.
                          3. Input labels must stand out.
                          4. Focused input must stand out.
                          5. Hard labels rather than placeholders.
                          6. Errors should go next to exact input.
                          7. Invalid input fields must stand out.
                          8. Cramped forms look bad. Use effective whitespace.
                          9. Avoid wordiness. Move extra info to hovers/dropdowns/etc...
                          10. Keep num. fields manageable. Either multi-step or group if too many.

                          Examples #

                          Alignment #

                          Before:

                          1. The form inputs are not aligned with the heading.
                          2. The form labels are to the left, which makes people's eyes zig-zag.

                          Pasted image 20220222190514.png

                          After:

                          Pasted image 20220222190807.png

                          Clear Input Fields #

                          Before:

                          1. The single colored underline is not enough to show that this is an input field. People might mistake them for page breaks.

                          Pasted image 20220222190924.png

                          After:

                          A subtle background color helps to make form inputs stand out.

                          Pasted image 20220222191023.png

                          Clear Input Focus #

                          Before:

                          1. The currently focused input field does not give any indication that the user is inputting into it.

                          Pasted image 20220222191145.png

                          After:

                          Add a highlight, underline, background color, etc... to show that this field is focused.

                          Pasted image 20220222191240.png

                          Use separate labels #

                          Before:

                          1. This input relies on the placeholder to show what the input is for. However, the user might walk away and come back, or just forget what the field is for. Without a separate label that stays untouched, the user can get lost.

                          Pasted image 20220222191432.png

                          After:

                          Pasted image 20220222191747.png

                          Put placeholders outside inputs #

                          Before:

                          1. When the user clicks on the input, the placeholder disappears. If the placeholder is conveying any useful information about e.g. formatting, then just put the placeholder outside the input so the user can always see it.

                          Pasted image 20220222192006.png

                          After:

                          Pasted image 20220222192042.png

                          Errors go next to inputs #

                          Before:

                          1. All the errors are just dumped at the top or bottom.
                          2. It's not clear which fields need to be changed.

                          Pasted image 20220222192112.png

                          After:

                          1. Ensure each error message is as close to the source as possible.
                          2. Ensure the problem fields are properly highlighted red so the user can quickly identify which fields need to change.

                          Pasted image 20220222192216.png

                          Minimize words. Move help to hovers/dropdowns. #

                          Before:

                          1. Lots of words / explanation / supplemental info below the First Name field.

                          Pasted image 20220222192708.png

                          After:

                          1. Move supplemental info into a hover text or pull-out thing so the actual form is clear.

                          Pasted image 20220222192840.png

                          Use effective whitespace #

                          Before:

                          1. Inputs and labels are too cramped. Looks awful.

                          Pasted image 20220222193025.png

                          After:

                          1. Just a little bit more whitespace makes things much nicer.

                          Pasted image 20220222193102.png

                          Avoid intimidating number of fields #

                          Before:

                          1. Too many fields at once can be intimidating. Users will just give up and go elsewhere.

                          Pasted image 20220222193243.png

                          After (1):

                          1. One option is to split the form into separate steps, so each step looks manageable.

                          Pasted image 20220222193326.png

                          After (2):

                          1. Another option is to use some whitespace to group different inputs.

                          Pasted image 20220222193443.png

                          \ No newline at end of file diff --git a/design/index.html b/design/index.html new file mode 100644 index 0000000000..ab7baa547e --- /dev/null +++ b/design/index.html @@ -0,0 +1,73 @@ +design | philip's notes

                          design

                          form design →

                          2022-02-22 · 4 min read

                          \ No newline at end of file diff --git a/devops/AKS - azure kubernetes service/index.html b/devops/AKS - azure kubernetes service/index.html new file mode 100644 index 0000000000..9ef4e9cd60 --- /dev/null +++ b/devops/AKS - azure kubernetes service/index.html @@ -0,0 +1,94 @@ +AKS - azure kubernetes service | philip's notes

                          AKS - azure kubernetes service

                          2022-03-25 · 1 min read

                          • Azure hosts master nodes.
                          • Azure provides convenient hooks into other Azure hosted services like metrics & log aggregators, VPC, auth & ACLs, load balancers, persistent volumes, etc...
                          • Kubernetes overhead is FREE (minus network bandwidth) since Azure hosts master nodes. You can also pay more for better uptime SLAs.
                          \ No newline at end of file diff --git a/devops/algo wireguard VPN server/index.html b/devops/algo wireguard VPN server/index.html new file mode 100644 index 0000000000..67d9684207 --- /dev/null +++ b/devops/algo wireguard VPN server/index.html @@ -0,0 +1,121 @@ +algo wireguard VPN server | philip's notes

                          algo wireguard VPN server

                          2020-11-26 · 2 min read

                            Setup #

                            1. Create DigitalOcean Account https://m.do.co/c/75caca4c0b8e

                            2. Create new DigitalOcean API key.

                              • API > Personal Access Tokens > Generate New Token.
                              • Name: trailofbits/algo, Read: Y, Write: Y.
                              • Make sure to save the value somewhere since it'll disappear after leaving the page.

                            3. Clone trailofbits/algo

                            $ git clone https://github.com/trailofbits/algo.git
+$ cd algo
+$ git checkout -b 20201126 ebec20ed3
+
                            1. Install algo python deps
                            $ python3 -m pip install --user --upgrade virtualenv
+$ python3 -m virtualenv --python="$(command -v python3)" .env
+$ source .env/bin/activate
+$ python3 -m pip install -U pip virtualenv
+$ python3 -m pip install -r requirements.txt
+

                            1. Setup algo/config.cfg

                              • Add some users [phlipphone, phliptop, phlipdesk, ...].
                              • Disable IPSEC.
                              • Enable unattended_reboot.

                            2. Deploy

                              • Cloud Provider: DigitalOcean
                              • Name: wg
                              • Cellular On Demand: N
                              • Wifi On Demand: N
                              • DNS adblocking: y
                              • SSH tunneling: N
                              • Enter DigitalOcean API Key.
                              • Region: SFO2

                            3. SSH into the droplet

                            $ ssh -F configs/178.128.1.190/ssh_config wg
+
                            1. (Optional) Install the DigitalOcean metrics agent
                            # curl --proto '=https' --tlsv1.2 -sSf https://repos.insights.digitalocean.com/install.sh | sudo bash
+
                            1. (Optional) Set up DNS forwarding. Add nameserver (NS) records in domain registrar pointing to digitalocean nameservers.

                            Ex: In registrar, under domain (phlip9.com), add NS records for VPN's subdomain (wg.phlip9.com):

                            Type    Name    Value                   TTL
+NS      wg      ns1.digitalocean.com    1 Hour
+NS      wg      ns2.digitalocean.com    1 Hour
+NS      wg      ns3.digitalocean.com    1 Hour
+

                            Verify records have updated (may take a minute):

                            $ dig NS +nocmd +nocomments wg.phlip9.com
+
+;wg.phlip9.com.                 IN      NS
+wg.phlip9.com.          1452    IN      NS      ns1.digitalocean.com.
+wg.phlip9.com.          1452    IN      NS      ns3.digitalocean.com.
+wg.phlip9.com.          1452    IN      NS      ns2.digitalocean.com.
+

                            In DigitalOcean, go to Create > Domains/DNS. Enter Domain: wg.phlip9.com. Add Domain. Create New Record: type: A, hostname: @, will direct to: droplet, ttl: 3600. Create New Record: type: AAAA, hostname: @, will direct to: droplet, ttl: 3600.

                            Verify records have updated:

                            $ dig A +nocmd +nocomments wg.phlip9.com
+
+;wg.phlip9.com.                 IN      A
+wg.phlip9.com.          3600    IN      A       178.128.1.190
+
+$ dig AAAA +nocmd +nocomments wg.phlip9.com
+
+;wg.phlip9.com.                 IN      AAAA
+wg.phlip9.com.          3600    IN      AAAA    2604:a880:2:d0::21d0:e001
+

                            Adding New Users #

                            Add new users to algo.config.

                            $ ./algo update-users
+

                            Wireguard VPN Clients #

                            macOS #

                            1. Install Wireguard from App Store

                            2. Import tunnels from file > algo/configs/178.128.1.190/wireguard/phliptop.conf

                            Android #

                            1. Install Wireguard from App Store

                            2. Scan QR code from image > algo/configs/178.128.1.190/wireguard/phlipphone.png

                            \ No newline at end of file diff --git a/devops/azure CLI/index.html b/devops/azure CLI/index.html new file mode 100644 index 0000000000..0a8153bb55 --- /dev/null +++ b/devops/azure CLI/index.html @@ -0,0 +1,201 @@ +azure CLI | philip's notes

                            azure CLI

                            2022-02-18 · 4 min read

                            Initial Setup #

                            Setup an Azure account: https://portal.azure.com.

                            Install the CLI #

                            Debian/Ubuntu/WSL # 

                            $ curl -sL https://packages.microsoft.com/keys/microsoft.asc | gpg --dearmor | sudo tee /etc/apt/trusted.gpg.d/microsoft.gpg > /dev/null
+
+$ AZ_REPO=$(lsb_release -cs) echo "deb [arch=amd64] https://packages.microsoft.com/repos/azure-cli/ $AZ_REPO main" | sudo tee /etc/apt/sources.list.d/azure-cli.list
+
+$ sudo apt update
+$ sudo apt-get install azure-cli
+

                            macOS # 

                            $ brew update
+$ brew install azure-cli
+

                            CLI Login # 

                            $ az login
+

                            If this isn't inside a docker container, you can just run az login, which will open the browser for you. When doing this in WSL2, use az login --use-device-code and open https://microsoft.com/devicelogin separately.

                            View available regions # 

                            # Pull out the "name" field in each object and sort them
+$ az account list-locations \
+	--query "[].name | sort(@)"
+

                            (Optional) Configure default region # 

                            $ az configure --defaults location=westus
+

                            Create a resource group # 

                            $ az group create \
+	--location westus \
+	--name az account list-locations --query "[].name | sort(@)"
+
+{
+  "id": "/subscriptions/XXXXX-XXXX-XXXX-XXXX-XXXXX/resourceGroups/mygroup",
+  "location": "westus",
+  "managedBy": null,
+  "name": "mygroup",
+  "properties": {
+    "provisioningState": "Succeeded"
+  },
+  "tags": null,
+  "type": "Microsoft.Resources/resourceGroups"
+}
+

                            (Optional) Configure default resource group # 

                            $ az configure --defaults group=mygroup
+

                            Create our VM #

                            • Note: Azure only supports uploading RSA keys via the CLI (i.e., not Ed25519 or ECDSA). The bit-length must also be at least 2048. Don't worry though, we'll toss our usual Ed25519 pubkeys into the VM in just a sec!
                            $ az vm create \
+	--name myvm \
+	--size Standard_DC1s_v3 \
+	--image Canonical:0001-com-ubuntu-server-focal:20_04-lts-gen2:latest \
+	--authentication-type ssh \
+	--ssh-key-values ~/.ssh/id_rsa4096.pub \
+	--public-ip-sku Basic \
+	--public-ip-address-dns-name "my-unique-name" \
+	--public-ip-address-allocation Dynamic \
+	--storage-sku "Standard_LRS"
+
+{
+  "fqdns": "my-unique-name.westus.cloudapp.azure.com",
+  "id": "/subscriptions/XXXXX-XXXX-XXXX-XXXX-XXXXX/resourceGroups/mygroup/providers/Microsoft.Compute/virtualMachines/myvm",
+  "location": "westus",
+  "macAddress": "XX-XX-XX-XX-XX-XX",
+  "powerState": "VM running",
+  "privateIpAddress": "10.0.0.4",
+  "publicIpAddress": "XX.XX.XX.XX",
+  "resourceGroup": "mygroup",
+  "zones": ""
+}
+

                            Let's quickly confirm that the DNS name resolves correctly:

                            $ dig +short A my-unique-name.westus.cloudapp.azure.com
+XX.XX.XX.XX
+

                            Then let's make sure we can at least SSH into the VM:

                            $ ssh -i ~/.ssh/id_rsa4096 my-unique-name.westus.cloudapp.azure.com
+

                            We can also dump all of our github pubkeys into the VM, so we don't need the -i arg anymore : )

                            $ ssh -i ~/.ssh/id_rsa4096 \
+	my-unique-name.westus.cloudapp.azure.com \
+	"curl \"https://github.com/phlip9.keys\" >> ~/.ssh/authorized_keys"
+

                            (FIXUP) Create a public IPv4+IPv6 addr + DNS record #

                            • Note: the dns-name label must be unique across all customers in a region!
                            • The final DNS name will look like <dns-name>.<location>.cloudapp.azure.com.

                            See: Azure Docs - virtual network public IP

                            See: Azure - public IP address pricing

                            # Create the IPv4 address
+$ az network public-ip create \
+	--name "mygroup-ip" \
+	--allocation-method Dynamic \
+	--dns-name "my-unique-name" \
+	--sku Basic \
+	--version IPv4
+
+# Create the IPv6 address
+$ az network public-ip create \
+	--name "mygroup-ip" \
+	--allocation-method Dynamic \
+	--dns-name "my-unique-name" \
+	--sku Basic \
+	--version IPv6
+
+{
+  "publicIp": {
+    "ddosSettings": null,
+    "deleteOption": null,
+    "dnsSettings": {
+      "domainNameLabel": "my-unique-name",
+      "fqdn": "my-unique-name.westus.cloudapp.azure.com",
+      "reverseFqdn": null
+    },
+    "etag": "W/\"XXXXXX-XXXX-XXXX-XXXX-XXXXXX\"",
+    "extendedLocation": null,
+    "id": "/subscriptions/XXXXXX-XXXX-XXXX-XXXX-XXXXXX/resourceGroups/mygroup/providers/Microsoft.Network/publicIPAddresses/mygroup-ip",
+    "idleTimeoutInMinutes": 4,
+    "ipAddress": null,
+    "ipConfiguration": null,
+    "ipTags": [],
+    "linkedPublicIpAddress": null,
+    "location": "westus",
+    "migrationPhase": null,
+    "name": "mygroup-ip",
+    "natGateway": null,
+    "provisioningState": "Succeeded",
+    "publicIpAddressVersion": "IPv6",
+    "publicIpAllocationMethod": "Dynamic",
+    "publicIpPrefix": null,
+    "resourceGroup": "sgxdev",
+    "resourceGuid": "XXXXXX-XXXX-XXXX-XXXX-XXXXXX",
+    "servicePublicIpAddress": null,
+    "sku": {
+      "name": "Basic",
+      "tier": "Regional"
+    },
+    "tags": null,
+    "type": "Microsoft.Network/publicIPAddresses",
+    "zones": null
+  }
+}
+
                            \ No newline at end of file diff --git a/devops/consul/index.html b/devops/consul/index.html new file mode 100644 index 0000000000..d170f6babf --- /dev/null +++ b/devops/consul/index.html @@ -0,0 +1,91 @@ +consul | philip's notes

                            consul

                            2022-03-29 · 1 min read

                            Site: https://www.consul.io/

                            • Consul is a service mesh.
                            • Service Discovery: services can register themselves with Consul, like api or mysql. Other services can discover providers by querying Consul.
                            • Health Checking: Consul clients can provide simple health checks like HTTP 200 OK or platform metrics like memory or CPU utilization below 90%. These health checks can then be used by the service discovery and service routing to route around unhealthy nodes.
                            • KV Store: Consul provides a centralized KV store, which can be used for dynamic configuration, feature flags, coordination, leader election, etc...
                            • Secure Service Communication: Consul can generate and distribute TLS certs to each service to establish mTLS connections with other cluster services. Services can be segmented dynamically to allow only specific services to communicate.
                            • Multi Datacenter: Consul supports multiple regions / data centers.
                            • Distributed, highly available system.
                            • Maintains centralized Registry of services in cluster.
                            • Maintains centralized KV Store.
                            • Each service has a sidecar which transparently proxies all inbound and outbound requests.
                            • Configures each service with TLS certificates from our cluster CA. Services connect to each other through sidecar proxies, which do mTLS to guarantee authentication and integrity within the cluster.
                            • Maintain service dependency graph.
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                            deployment strategies

                            2022-03-25 · 2 min read

                            Blog: https://harness.io/blog/continuous-verification/blue-green-canary-deployment-strategies/

                            Outage Deploy #

                            1. Shut down all v1 nodes
                            2. Deploy/provision v2 nodes

                            Pros:

                            • Dumbest and simplest approach

                            Cons:

                            • Risky
                            • Mandatory outage period
                            • Extended outage if there's a bug in v2 nodes that needs to rollback

                            Concurrent Deploy #

                            1. Concurrently reprovision all v1 nodes to v2 nodes

                            Pros:

                            • Dumb and simple
                            • (Hopefully) no downtime : )

                            Cons:

                            • Risky
                            • Multiple versions exist at the same time for a short period (potential fun bugs).
                            • Service API changes must be backwards compatible.
                            • Extended outage if there's a bug in v2 nodes that needs to rollback

                            Rolling Deploy #

                            1. Incrementally roll out new version to $n$ nodes, then $2n$ nodes, ..., until all $N$ nodes updated.
                              1. At each step, you verify whether the new deployment is healthy. If not, you rollback
                            2. If you need a rollback, then you just take the subset of newer version nodes and reprovision them with the older version.

                            Pros:

                            • Less-risky than previous strategies
                            • No downtime

                            Cons:

                            • Multiple versions exist at the same time for a short period (potential fun bugs).
                            • Service API changes must be backwards compatible.
                            • Need well-automated deployment verification

                            Blue-Green Deploy #

                            Blog: https://martinfowler.com/bliki/BlueGreenDeployment.html

                            1. Uses two (ideally) identical environments: (1) "staging" (blue) and (2) "production" (green).
                            2. Rollout upgrade to staging.
                            3. Check that staging metrics are good.
                            4. Then switch over user traffic from production to staging. Then the environment labels swap, so previously staging -> production and previously production -> staging.
                            5. If you need to rollback (after switching and before next deploy), you can just switch back to the (now staging) previous production environment.

                            Pros:

                            • Relatively simple and fast
                            • Low risk
                            • No downtime

                            Cons:

                            • Double the cost, since you need TWO production-ready environments
                            • Shifting traffic can have subtle race conditions or lost transactions.

                            Canary Deploy #

                            1. Rollout deploy to subsets of production users / traffic.
                            2. For example, deploy to 1% US users, 50% US users, 100% US users, then 100% Global users.

                            Pros:

                            • Test code in production with real users and real traffic.
                            • Cheaper than Blue-Green
                            • Low risk
                            • Fast and easy rollback
                            • No downtime

                            Cons:

                            • Testing in production
                            • High scripting complexity
                            • Service API changes must be backwards compatible.
                            • Need well-automated deployment verification

                            A/B Testing #

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                            docker compose

                            2022-03-25 · 1 min read

                            Docs: https://docs.docker.com/compose/

                            What #

                            Compose multiple Docker containers.

                            • Tool for defining and running multi-container Docker apps and services.
                            • Declarative YAML file describes all services, what stuff they expose, and which services they connect to.
                            • Manage full lifecycle of application (1) start, stop, rebuild, (2) view status, (3) stream logs, (4) run ad-hoc commands.

                            Use Cases #

                            • Local dev environment. If you have a big complex microservice app, you can describe it with docker compose and run it locally.
                            • Automated CI/CD test suite. Easily spin up your application, run integration tests, and spin down in an isolated CI-friendly environment.
                            • Single host deployment. First two are primary use cases, but docker compose also supports production single-host deployments.
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                            devops

                            AKS - azure kubernetes service →

                            2022-03-25 · 1 min read

                            algo wireguard VPN server →

                            2020-11-26 · 2 min read

                            azure CLI →

                            2022-02-18 · 4 min read

                            consul →

                            2022-03-29 · 1 min read

                            deployment strategies →

                            2022-03-25 · 2 min read

                            docker compose →

                            2022-03-25 · 1 min read

                            k3s →

                            2022-03-25 · 1 min read

                            kind (kubernetes in docker) →

                            2022-04-25 · 1 min read

                            kubernetes →

                            2022-03-25 · 1 min read

                            linkerd →

                            2022-03-25 · 1 min read

                            minikube →

                            2022-03-25 · 1 min read

                            nomad →

                            2022-03-25 · 2 min read

                            service mesh →

                            2022-03-25 · 2 min read

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                            k3s

                            2022-03-25 · 1 min read

                            Docs: https://rancher.com/docs/k3s/latest/en/

                            • Lightweight Kubernetes
                            • designed for production workloads in unattended, resource-constrained, remote locations or inside IoT appliances
                            • Single binary, <50MB, supports ARM.
                            • Lightweight SQLite storage backend by default.
                            • "Minimal" dependencies (comparing a trash fire with a forest fire haha)

                            k3s architecture

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                            kind (kubernetes in docker)

                            2022-04-25 · 1 min read

                            kind is a tool for running local Kubernetes clusters using Docker container “nodes”. kind was primarily designed for testing Kubernetes itself, but may be used for local development or CI.

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                            kubernetes

                            2022-03-25 · 1 min read

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                            linkerd

                            2022-03-25 · 1 min read

                            Site: https://linkerd.io/

                            Docs: https://linkerd.io/2.11/overview/

                            • Linkerd is a service mesh for kubernetes.
                            • Proxies all inbound and outbound communication for every pod.
                            • Adds security, observability, and reliability features to every pod transparently.
                            • Add Linkerd to get instant
                              • API health metrics (request rate, success rate, error rate, latency, volume, etc...) without changing application code.
                              • Reliability features (latency-aware load balancing, request retries, timeouts, blue-green deploys).
                              • Service routing (deployment-aware routing, locality-aware routing, etc...)
                            • "Minimalist" design
                            • Their core "micro-proxy" uses Rust : )
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                            minikube

                            2022-03-25 · 1 min read

                            Docs: https://minikube.sigs.k8s.io/

                            • small Kubernetes distribution
                            • run Kubernetes locally
                            • use all the standard kubectl commands
                            • can effectively replace docker/docker desktop
                            • single binary
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                            nomad

                            2022-03-25 · 2 min read

                            Site: https://www.nomadproject.io/

                            Docs: https://www.nomadproject.io/docs

                            • "Workload" scheduler and orchestrator
                            • Supports container, VM, raw forked binary, or custom "driver" workloads.
                            • Devs declaratively specify workloads as Job file, which describes different services, versions, ports, dependencies, etc...
                            • Nomad looks at current desired set of jobs and tries to make reality match desired jobs.
                            • Nomad schedules workloads across available hardware. It restarts jobs that have crashed. It migrates jobs from failed machines.
                            • It allows you to specify version upgrade rollout strategy.
                            • Developers consume infrastructure via APIs. Nomad provides these "northbound" APIs.
                            • Ops manages infrastructure via APIs. Nomad provides these "southbound" APIs.
                            • Custom Driver Plugins (how to run and manage a task)
                            • Custom Device Plugins (custom resources that can be exposed). Could be useful for SGX maybe?

                            Example #

                            CircleCI #

                            • CircleCI uses Nomad as a Job Queue
                            • New commits from customers triggers an event
                            • This commit event is then submitted to Nomad as a Job (to test their code or w/e).
                            • Nomad can act like a Job queue and buffer Jobs until there is available capacity in the fleet. For example, CircleCI might get 2k+ jobs/min but only have 1k jobs/min hardware capacity during peak hours. Nomad will correctly buffer jobs until there is capacity.

                            Citadel #

                            • Citadel cares about how quickly, in absolute time, they can compute some job, rather than the total cost / number of cores / etc...
                            • Their issue is: how many containers can we run in a short period of time?
                            • Need to support bursty workloads (analysts want to run big models as quickly as possible).
                            • Need to work across existing DCs and "burst" to cloud on-demand.
                            • Want to run 40M containers in a short period.
                            • 2017 talk mentions 3k+ containers scheduled / sec.
                            • related blog post:
                              • HashiCorp Nomad scheduled 2,000,000 Docker containers on 6,100 hosts in 10 AWS regions in 22 minutes.
                              • 1.5k containers/sec
                              • https://www.hashicorp.com/c2m
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                            devops/o11y

                            jaeger oss e2e tracing →

                            2022-04-06 · 1 min read

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                            jaeger oss e2e tracing

                            2022-04-06 · 1 min read

                            Site: https://www.jaegertracing.io/

                            Relevant crate: https://github.com/MystenLabs/mysten-infra/tree/main/telemetry_subscribers

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                            1password - secrets automation

                            2022-08-22 · 1 min read

                              Secure, orchestrate, and manage your company’s infrastructure secrets with 1Password Secrets Automation.

                              The Connect server is part of your environment, and communicates to Your Apps using access tokens and a REST API.

                              • Connect server appears to be closed source?

                              pricing (2022/08) #

                              Tiers are assigned daily, after analyzing credit usage for that day. Billing occurs monthly, as the sum of the price of each daily tier assigned during the previous month.

                              Scripts, services, and other entities need a token to access vaults, where secrets are stored. Each credit grants a token access to a vault. Using multiple credits across multiple tokens ensures the proper application of the Principle of Least Privilege.

                              up to # access creditsprice
                              3$0/mo
                              25$30/mo
                              100$100/mo
                              500$300/mo
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                              doppler

                              2022-08-22 · 1 min read

                                Sync env vars at scale

                                Some closed-source hosted solution.

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                                ejson (Shopify)

                                2022-08-22 · 1 min read

                                  EJSON is a small library to manage encrypted secrets using asymmetric encryption.

                                  The main benefits provided by ejson are:

                                  • Secrets can be safely stored in a git repo.
                                  • Changes to secrets are auditable on a line-by-line basis with git blame.
                                  • Anyone with git commit access has access to write new secrets.
                                  • Decryption access can easily be locked down to production servers only.
                                  • Secrets change synchronously with application source (as opposed to secrets provisioned by Configuration Management).
                                  • Simple, well-tested, easily-auditable source.
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                                  ejson-kms (AWS)

                                  2022-08-22 · 2 min read

                                    A utility for managing a collection of secrets in source control using AWS KMS.

                                    The secrets are encrypted using secret-key cryptography (NaCl Secretbox: XSalsa20 + Poly1305), using key wrapping with a master key stored on HSM-backed storage at AWS. Encrypted secrets are stored in a JSON file that can easily be shared and versioned.

                                    secret encryption #

                                    • For each secret, a data key is requested from AWS KMS (see GenerateDataKey).
                                    • The encryption context is sent along and is stored alongside the encrypted data key. The name of the secret is added to the context automatically under the key Secret
                                    • KMS returns the data key encrypted with the master key (stored on AWS servers) and the corresponding plaintext.
                                    • That data key is used to encrypt one secret.
                                    • A random nonce is generated and NaCL Secretbox is used for encryption.
                                    • Under the hood, Secretbox uses XSalsa20 and Poly1305 to encrypt and authenticate messages. The length of messages is not hidden.
                                    • Finally, the encrypted data key, the random nonce and the encrypted secret are each stored in the JSON file.

                                    secret decryption #

                                    • For each secret, the encrypted data key, random nonce and encrypted secret are extracted from the JSON file.
                                    • A request is made to AWS KMS to decrypt the encrypted data key (see Decrypt).
                                    • At this stage the encryption context is authenticated and logged. The name of the secret is added to the context automatically under the key Secret
                                    • Using the key plaintext and random nonce, the secret is decrypted using NaCL Secretbox.
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                                    envkey

                                    2022-08-22 · 1 min read

                                      Magical secure app config

                                      • e2e encryption for API keys and other secrets
                                      • live reload for env vars
                                      • stop config sprawl and sloppy secrets mgmt
                                      • prevent config bugs
                                      • save time

                                      Github: https://github.com/envkey/envkey

                                      • Has open source "community" version
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                                      fortanix DSM

                                      2022-08-22 · 1 min read

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                                        devops/secrets

                                        1password - secrets automation →

                                        2022-08-22 · 1 min read

                                        doppler →

                                        2022-08-22 · 1 min read

                                        ejson (Shopify) →

                                        2022-08-22 · 1 min read

                                        ejson-kms (AWS) →

                                        2022-08-22 · 2 min read

                                        envkey →

                                        2022-08-22 · 1 min read

                                        fortanix DSM →

                                        2022-08-22 · 1 min read

                                        mozilla SOPS →

                                        2022-08-22 · 1 min read

                                        sops-nix →

                                        2022-08-22 · 1 min read

                                        sy - share secrets safely →

                                        2022-10-28 · 1 min read

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                                        mozilla SOPS

                                        2022-08-22 · 1 min read

                                          Simple and flexible tool for managing secrets

                                          overview #

                                          • Store encrypted credentials in an ops git repo
                                          • DevOps manually "provisions" secrets by updating per-service encrypted credentials files
                                          • Credentials files are encrypted with a key also stored in e.g. Azure KMS (per-service creds encrypted w/ key only viewable by that service in Azure KMS?)
                                          • When service gets provisioned, on startup its credentials decryption key is pulled from KMS and the credentials are decrypted
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                                          sops-nix

                                          2022-08-22 · 1 min read

                                            Atomic secret provisioning for NixOS based on mozilla SOPS

                                            \ No newline at end of file diff --git a/devops/secrets/sy - share secrets safely/index.html b/devops/secrets/sy - share secrets safely/index.html new file mode 100644 index 0000000000..1c811980ef --- /dev/null +++ b/devops/secrets/sy - share secrets safely/index.html @@ -0,0 +1,112 @@ +sy - share secrets safely | philip's notes

                                            sy - share secrets safely

                                            2022-10-28 · 1 min read

                                              • Vault file stored in git repo.
                                              • Depends on gpg installed. GPGME (GPG Made Easy).
                                              • Encrypt secrets to a subset of your team members and tooling.
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                                              service mesh

                                              2022-03-25 · 2 min read

                                              Blog: https://linkerd.io/what-is-a-service-mesh/

                                              A service mesh like linkerd is a tool for adding observability, security, and reliability features to “cloud native” applications by transparently inserting this functionality at the platform layer rather than the application layer.

                                              • Deployed as a sidecar alongside application in each pod.
                                              • Transparently proxies all inbound and outbound requests to the application container.
                                              • The proxies comprise the service mesh's data plane.
                                              • The proxies are configured and controlled by the control plane.

                                              Pros: + Reduce complexity in application code. + Migrate common features needed by all your applications into the common service mesh layer. + Get useful features "for free" just by integrating a service mesh.

                                              Cons:

                                              • Added overhead from service mesh proxying all inbound and outbound requests.
                                              • Potentially added overall complexity by adding another moving part that needs its own configuration, monitoring, etc...

                                              Trace a request through Linkerd #

                                              1. Service Routing: Linkerd applies dynamic routing rules to determine which destination the requester actually intended.
                                                1. Should the call be routed to service on the local cluster? a remote cluster? the current service version? the canary service? failover? etc...
                                              2. Of the available destination services in (1.), do client-side load balancing to choose the "best" one (by factoring together various health metrics).'
                                              3. Manage connection pools to each service. New connections must go through mTLS (mutual auth) handshake.
                                              4. Record request latency and error metrics for each service as we send them requests.
                                              5. Expose recorded service and request metrics for collection to a central aggregator.
                                              • Proxygen
                                              • ServiceRouter
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                                              distributed systems

                                              the siren song of backpressure →

                                              2021-06-02 · 6 min read

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                                              (2020) Semi-Fast Byzantine-tolerant Shared Register without Reliable Broadcast

                                              2022-08-27 · 3 min read

                                                properties #

                                                • BFT shared register w/o reliable broadcast
                                                • leaderless
                                                • unauthenticated: doesn't require digital signatures
                                                • no reconfiguration
                                                • one-shot read: read from at least f+1
                                                • two-RTT write: (1) do read from f+1, then (2) send store request to all servers.

                                                core algorithm #

                                                • Store an (unauthenticated) tag version counter next to the register.
                                                • Client Writing:
                                                  • (1) request current tag version from all servers
                                                  • (2) determine the current honest tag $t$ to be the $(f + 1)$-th highest tag version.
                                                    • remember that the register is unauthenticated, so byzantine servers can just return any tag version.
                                                  • (3) send a store request with tag version $t + 1$
                                                • Client Reading:
                                                  • (1) Request the current register state from all servers
                                                  • (2) Return the value with the highest tag that was witnessed by at least $f + 1$ servers.

                                                client # 

                                                client-write(S: Servers, w: Writer, v: Value):
+	1. try to get the current tag for the register, t := client-get-tag(S, w)
+	2. try to update the register, client-put-data(S, w, t, v)
+
+client-get-tag(S: Servers, w: Writer):
+	1. send Query-Tag(w) message to servers in S
+	2. wait for Query-Tag-Response(t, w) messages from (n - f) servers in S
+	3. return t := (f + 1)-th highest tag among responses
+
+client-put-data(S: Servers, w: Writer, t: Tag, v: Value):
+	1. create new tag, t' := t + 1
+	2. send Put-Data(w, t', v) to servers in S
+	3. wait for ACKs from (n - f) servers in S
+
+initial local client reader state:
+	t_local := 0,
+	v_local := v_0
+
+client-read(S: Server, r: Reader, t: Tag):
+	1. send Query-Data(r) to servers in S
+	2. wait for Query-Data-Response(r, t, v) messages from (n - f) servers in S
+	3. W := set of all (r, t, v) tuples with >= f + 1 witnesses
+	4. select tuple (t, v) from witnesses W with highest tag
+	5. if W != {} && t > t_local, then ratchet the local state tag
+	6.     (t_local, v_local) := (t, v)
+	7. return v_local
+

                                                server # 

                                                initial local server state (per reader/writer register):
+	t_max := 0
+	v_max := v_0
+
+server(Query-Tag(w: Writer)):
+	1. return Query-Tag-Response(t_max, w)
+
+server(Put-Data(w: Writer, t: Tag, v: Value)):
+	1. if t > t_max, then ratchet local register value and ACK:
+	2.     t_max := t
+	3.     v_max := v
+	4.     send ACK response to w
+
+server(Query-Data(r: Reader)):
+	1. return Query-Data-Response(t_max, v_max) for Reader r
+
                                                \ No newline at end of file diff --git a/distributed systems/papers/(2021) Leaderless Consensus/index.html b/distributed systems/papers/(2021) Leaderless Consensus/index.html new file mode 100644 index 0000000000..7ad1f26a14 --- /dev/null +++ b/distributed systems/papers/(2021) Leaderless Consensus/index.html @@ -0,0 +1,116 @@ +(2021) Leaderless Consensus | philip's notes

                                                (2021) Leaderless Consensus

                                                2022-08-27 · 1 min read

                                                  properties #

                                                  • leaderless
                                                  • alg. v3 provides BFT authenticated and unauthenticated versions
                                                  • time: O(n), optimal
                                                  • resilience: k < 3f + 1
                                                  • bits exchanged: O(n^4), same as PBFT
                                                  • messages exchanged: O(n^4), not optimal
                                                  • optimistic termination: 2 rounds, optimal

                                                  intuition #

                                                  Each "round", a process broadcasts his max x and observes everyone else's max x. If there are disagreements, a process "adopts" a new x = max(x_i) for x_i just observed. Otherwise, if everyone agrees, then commit the x.

                                                  inputs: [x_1, .., x_n]
+
+while true:
+	if contention:
+		adopt max(x_1, .., x_n))
+	else if x_1 == .. == x_n:
+		commit x
+
                                                  \ No newline at end of file diff --git a/distributed systems/papers/index.html b/distributed systems/papers/index.html new file mode 100644 index 0000000000..4e35f55730 --- /dev/null +++ b/distributed systems/papers/index.html @@ -0,0 +1,91 @@ +distributed systems/papers | philip's notes

                                                  distributed systems/papers

                                                  (2020) Semi-Fast Byzantine-tolerant Shared Register without Reliable Broadcast →

                                                  2022-08-27 · 3 min read

                                                  (2021) Leaderless Consensus →

                                                  2022-08-27 · 1 min read

                                                  \ No newline at end of file diff --git a/distributed systems/the siren song of backpressure/index.html b/distributed systems/the siren song of backpressure/index.html new file mode 100644 index 0000000000..0656bdd431 --- /dev/null +++ b/distributed systems/the siren song of backpressure/index.html @@ -0,0 +1,113 @@ +the siren song of backpressure | philip's notes

                                                  the siren song of backpressure

                                                  2021-06-02 · 6 min read

                                                  The Pieces #

                                                  We have three major components that compose an async system: (1) Actors, which contain (2) Event Loops, which communicate with other Actors using (3) Channels.

                                                  Backpressure #

                                                  Backpressure in the real world is like a plumbing pipe. When the pipe is full, it admits no more water and the pipe "exerts backpressure" on its inputs (who will now start filling up because they can't push their water forward to their outputs). All the water sent into the pipe eventually ends up at the output.

                                                  Backpressure is compositional: a series of simple pipes hooked end-to-end itself exerts backpressure. We can break the total system backpressure with a leaky pipe in the middle, which loses some of the water.

                                                  In systems terms, a pipe is a bounded FIFO queue.

                                                  The Allure of Backpressure #

                                                  A system designed with all parts exerting backpressure promises: "use these simple tricks and your system will degrade gracefully under load! Lose no messages! Never OOM!"

                                                  A local system that fully exerts backpressure end-to-end provides a natural mechanism for propagating that backpressure to remote peers via TCP connections.

                                                  If an internal component is at capacity, it will eventually propagate to our local TCP connections for each peer, which will actually propagate to each remote peer's TCP socket. In other words, when we're under load, the system will naturally stop accepting new requests off the socket.

                                                  In the beginning, most advice looks like "Every queue should have a maximum size. Queues must not grow unbounded."

                                                  The average async fan replaces all their unbounded channels with bounded channels and thinks they're done.

                                                  The average async enjoyer ...

                                                  Deadlocks #

                                                  Problems start to arise when loop branches or handlers need to await on some shared and limited resource, particularly when the system is under load. These resources are most often

                                                  1. enqueueing messages on mpsc (multi-producer, single-consumer) bounded channels (for communication b/w actors)
                                                  2. acquiring permits from concurrency limiting semaphores (to limit concurrent requests or spawned tasks)
                                                  3. sending messages on a socket.

                                                  When there's a wait cycle (e.g. task A waits on task B waits on task C waits on task A), the system deadlocks. Especially problematic is that deadlock issues tend to only crop up non-deterministically when the system is under load and the bounded queues start hitting capacity.

                                                  If your queue sizes are large and you're not running load tests, these problems will manifest in production at 3 am during your on-call shift.

                                                  Trying to handle backpressure properly is difficult. It's not that hard to just throw bounded queues everywhere and pray, but this is not sufficient in my experience.

                                                  In fact, many systems decide to completely eschew handling backpressure internally. Erlang actors communicate exclusively using unbounded channels. Erlang also doesn't bound spawned tasks (until the process crashes or OOMs of course :)).

                                                  This approach almost completely avoids deadlocks at the cost of other problems like unbounded resource usage and exploding tail latencies when the system is under load. The request latency is the real killer; the system becomes unusable when all requests start timing out as the mean request service time exceeds the mean timeout.

                                                  In this sort of system, a typical approach is to bound external requests "at the edges" with the expectation that internal load will remain proportionally bounded. This could mean setting external request rate limits and total in-flight request limits at your loadbalancers, hoping that "internal" system utilization remains nominal.

                                                  The "ideal" way to avoid deadlocks with bounded channels is to design your system topology so there can never be wait cycles, i.e., all Actor communication follows a directed acyclic graph (DAG). Every node in this graph is an async event loop. Every directed edge in this graph is a bounded FIFO queue that starts from an mpsc::Sender and ends at an mpsc::Receiver. In a more perfect world, the Diem topology would be a DAG like:

                                                  flowchart LR;
+    I[Inbound Network Messages] --> M & C & S;
+
+	C[Consensus] --> S & M & O;
+
+	S[State Sync] --> M & O;
+
+	M[Shared Mempool] --> O;
+
+	O[Outbound Network Messages];
+

                                                  Unfortunately, the current system grew organically and currently looks something like (heavily simplified):

                                                  flowchart LR;
+	O[Sockets x N] --> P;
+
+	P[Peers x N] --> O & N;
+
+    N[Peer Manager] --> P & C & S & M;
+
+	M[Shared Mempool] --> N;
+
+	C[Consensus] --> S & M & N;
+
+	S[State Sync] --> C & M & N;
+

                                                  Wait a second. Didn't we just advise against cycles? How do you avoid deadlocks??

                                                  Here's a dirty little secret... Diem doesn't actually use bounded FIFO queues in most cases.

                                                  There's a lossy multi-queue implementation called diem_channel (very creative name, I know) which, if you squint a bit, looks like an Arc<Mutex<HashMap<K, VecDeque<V>>>> . Their most common use is actually to provide fairness and quality-of-service across multiple peers and application protocols (Consensus, State Sync, Shared Mempool). It's like each PeerId x ProtocolId pair gets its own exclusive mini-queue separate from the others. The receiver round-robins across all the mini-queues (to provide fairness) when dequeue'ing. If one peer starts sending our node lots of messages, their queue will fill up, but also leaves the others unaffected.

                                                  These diem_channels are used in almost all of the edges above. These queues actually drop messages when at capacity, according to an eviction policy.

                                                  More generally, dropping messages is the other alternative to backpressure: you can't deadlock if you never block! Dropping messages has a price, however: protocols are more difficult to develop since they need to be robust against messages dropping at any time.

                                                  The Diem Consensus protocol even uses size=1 LIFO message "slots" for each peer, since the protocol only cares about the absolute most recent message (when optimized for min latency).

                                                  Note that without backpressure, you don't have an obvious way to tell a peer to "backoff" and stop sending you messages when your system is under load. You must provide your own rate limits or ad-hoc protocol backoff messages.

                                                  It might not surprise you that distributed systems are not simple, and backpressure is not an exception. If there's anything you should take away from this article, it's that simple rules like "bounded FIFO queues everywhere" are just heuristics that should be followed with intention and understanding of the tradeoffs involved.

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zTfB6Bs78Y;4DC-f`{UIYK}=PeJu5$VXtasbolero - fuzzing + property testing | philip's notes

                                                   \ No newline at end of file diff --git a/fuzzing/fuzzcheck-rs/index.html b/fuzzing/fuzzcheck-rs/index.html new file mode 100644 index 0000000000..b1fed4ddb6 --- /dev/null +++ b/fuzzing/fuzzcheck-rs/index.html @@ -0,0 +1,94 @@ +fuzzcheck-rs | philip's notes

                                                  fuzzcheck-rs

                                                  2022-08-21 · 2 min read

                                                  Coverage-guided, in-process, structure-aware, mutation-based fuzzing without the intermediate raw bytes serde step.

                                                  potential improvements #

                                                  • from a maintainence standpoint, it's a pain to support both proptest and fuzzcheck-rs simultaneously.
                                                    • can fuzzcheck-rs completely subsume the use cases where we normally use proptest?
                                                    • as normal, I can run cargo fuzzcheck <my-fuzz-test> for continuous fuzzing.
                                                    • however, I should be able to hit cargo test and all my fuzzers run in a "simplified" checking/testing mode where:
                                                      • there is a default max duration (5 sec?) / max test cases value (10,000 execs?).
                                                      • generated corpus values/artifacts aren't saved to disk (unless something fails).
                                                      • IF a failing test case is found, either:
                                                        1. immediately start minifying the test input for some duration (15 sec?).
                                                        2. print out a copy-pasteable command the will minify that specific test.
                                                      • If coverage is too expensive to track during tests, it wouldn't even be that bad to just disable it when cargo test'ing.
                                                        • in fact, I'm not sure how coverage would work if the tests are run in the same process.
                                                        • a #[fuzzcheck::test] annotation could mandate tests use something like rusty-fork to fork the test process before running.
                                                    • One advantage of proptest is that you can easily generate complex test inputs by composing the generator combinators.
                                                      • in contrast, it wasn't clear how to build a custom mutator composed of submutators (from my very brief look).
                                                    • By using the same fuzzers for both continuous fuzzing and unit testing, we prevent fuzzers from going stale or otherwise drifting from the implementation.
                                                      • This was a very real problem in a previous project. The continous fuzzers ran out-of-band from the CI-blocking test suite, meaning PRs weren't blocked when they accidentally broke a fuzzer. People often forgot to add a #[test] that ran the fuzz test on a few inputs.
                                                    • People seemed to adopt proptest when writing tests, but getting people to write fuzzers was a challenge.
                                                  • is there some way to avoid spamming the #[no_coverage] attribute everywhere?
                                                  • can we simplify the on-boarding process and reduce the amount of #[cfg(fuzzing)] needed?
                                                  \ No newline at end of file diff --git a/fuzzing/fuzzing/index.html b/fuzzing/fuzzing/index.html new file mode 100644 index 0000000000..25861b62c6 --- /dev/null +++ b/fuzzing/fuzzing/index.html @@ -0,0 +1,91 @@ +fuzzing | philip's notes

                                                  fuzzing

                                                  2022-03-29 · 4 min read

                                                  1. Rust
                                                    1. bolero - fuzzing + property testing

                                                  Fuzzing #

                                                  A fuzzer can be categorized in several ways:

                                                  1. A fuzzer can be generation-based or mutation-based depending on whether inputs are generated from scratch or by modifying existing inputs.
                                                  2. A fuzzer can be dumb (unstructured) or smart (structured) depending on whether it is aware of input structure.
                                                  3. A fuzzer can be white-, grey-, or black-box, depending on whether it is aware of program structure.

                                                  https://news.ycombinator.com/item?id=20830846

                                                  "Generating Software Tests" (https://www.fuzzingbook.org/) is pretty great (independent of your programming language) - arguably a must read for anyone interested in software testing.

                                                  John Regehr (the author of the blog post) has written more great posts:

                                                  In terms of software, DeepState (https://github.com/trailofbits/deepstate) may be a good place to start for C and C++. Relevant links:

                                                  In terms of choosing among fuzzing solutions, https://blog.trailofbits.com/2018/10/05/how-to-spot-good-fuz... is also worth a read -- as well as the article it refers to, http://www.pl-enthusiast.net/2018/08/23/evaluating-empirical.... For a broad survey, see "The Art, Science, and Engineering of Fuzzing": https://arxiv.org/abs/1812.00140, https://jiliac.com/pdf/fuzzing_survey19.pdf

                                                  More resources:

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                                                  fuzzing

                                                  bolero - fuzzing + property testing →

                                                  2022-02-20 · 1 min read

                                                  fuzzcheck-rs →

                                                  2022-08-21 · 2 min read

                                                  fuzzing →

                                                  2022-03-29 · 4 min read

                                                  \ No newline at end of file diff --git a/index.html b/index.html new file mode 100644 index 0000000000..cd62148b36 --- /dev/null +++ b/index.html @@ -0,0 +1,53 @@ +_index | philip's notes

                                                  hey! welcome to my notes

                                                  my name's philip. i do stuff. it's usually related to oneof { Rust, Cryptography, Distributed Systems, Blockchains }.

                                                  i used to work on Libra Diem Aptos.

                                                  my current project's TBA, but it's Lightning Network related : )

                                                  \ No newline at end of file diff --git a/ios/index.html b/ios/index.html new file mode 100644 index 0000000000..597a93706d --- /dev/null +++ b/ios/index.html @@ -0,0 +1,73 @@ +ios | philip's notes

                                                  ios

                                                  ios setup →

                                                  2023-01-09 · 2 min read

                                                  \ No newline at end of file diff --git a/ios/ios setup/index.html b/ios/ios setup/index.html new file mode 100644 index 0000000000..572da85d18 --- /dev/null +++ b/ios/ios setup/index.html @@ -0,0 +1,114 @@ +ios setup | philip's notes

                                                  ios setup

                                                  2023-01-09 · 2 min read

                                                  install Xcode #

                                                  Either download the app directly from https://developer.apple.com/xcode/download/ or install it from the Mac App Store.

                                                  Once installed, run

                                                  $ sudo xcode-select \
+	--switch /Applications/Xcode.app/Contents/Developer
+$ sudo xcodebuild -runFirstLaunch
+

                                                  install CocoaPods #

                                                  From the "Sudo-less Install" section: https://guides.cocoapods.org/using/getting-started.html#installation

                                                  Ensure your .bashrc contains something like:

                                                  export GEM_HOME=$HOME/.local/gem
+GEM_BIN=$GEM_HOME/bin
+
+export PATH=$PATH:$GEM_BIN
+

                                                  Then install the cocoapods gem:

                                                  # sanity check
+$ gem --version
+3.0.3.1
+
+$ gem install cocoapods
+
+# sanity check
+$ pod --version
+1.11.3
+

                                                  ensure the iOS Simulator app works #

                                                  Search for "Simulator" in Spotlight and then open it. An emulated iPhone should pop up after a minute or so.

                                                  If the Simulator app isn't there (which it wasn't for me, even after installing Xcode), try opening and running a sample iOS app in Xcode first.

                                                  running a flutter app #

                                                  Run the iPhone simulator or attach a real device. Once hooked up, it should be visible in flutter devices:

                                                  $ flutter devices
+3 connected devices:
+
+Pixel 5a (mobile) • android-arm64 • Android 13 (API 33)
+iPhone 14 Pro (mobile) • ios • iOS-16-2 (simulator)
+macOS (desktop) • macos • darwin-arm64 • macOS 13.1 darwin-arm
+

                                                  Since I have multiple devices attached, I'll need to also specify which one to run on:

                                                  $ flutter run -d iPhone
+
                                                  \ No newline at end of file diff --git a/js/elasticlunr.min.js b/js/elasticlunr.min.js new file mode 100644 index 0000000000..94b20dd2ef --- /dev/null +++ b/js/elasticlunr.min.js @@ -0,0 +1,10 @@ +/** + * elasticlunr - http://weixsong.github.io + * Lightweight full-text search engine in Javascript for browser search and offline search. - 0.9.5 + * + * Copyright (C) 2017 Oliver Nightingale + * Copyright (C) 2017 Wei Song + * MIT Licensed + * @license + */ +!function(){function e(e){if(null===e||"object"!=typeof e)return e;var t=e.constructor();for(var n in e)e.hasOwnProperty(n)&&(t[n]=e[n]);return t}var t=function(e){var n=new t.Index;return n.pipeline.add(t.trimmer,t.stopWordFilter,t.stemmer),e&&e.call(n,n),n};t.version="0.9.5",lunr=t,t.utils={},t.utils.warn=function(e){return function(t){e.console&&console.warn&&console.warn(t)}}(this),t.utils.toString=function(e){return void 0===e||null===e?"":e.toString()},t.EventEmitter=function(){this.events={}},t.EventEmitter.prototype.addListener=function(){var e=Array.prototype.slice.call(arguments),t=e.pop(),n=e;if("function"!=typeof t)throw new TypeError("last argument must be a function");n.forEach(function(e){this.hasHandler(e)||(this.events[e]=[]),this.events[e].push(t)},this)},t.EventEmitter.prototype.removeListener=function(e,t){if(this.hasHandler(e)){var n=this.events[e].indexOf(t);-1!==n&&(this.events[e].splice(n,1),0==this.events[e].length&&delete this.events[e])}},t.EventEmitter.prototype.emit=function(e){if(this.hasHandler(e)){var t=Array.prototype.slice.call(arguments,1);this.events[e].forEach(function(e){e.apply(void 0,t)},this)}},t.EventEmitter.prototype.hasHandler=function(e){return e in this.events},t.tokenizer=function(e){if(!arguments.length||null===e||void 0===e)return[];if(Array.isArray(e)){var n=e.filter(function(e){return null===e||void 0===e?!1:!0});n=n.map(function(e){return t.utils.toString(e).toLowerCase()});var i=[];return n.forEach(function(e){var n=e.split(t.tokenizer.seperator);i=i.concat(n)},this),i}return e.toString().trim().toLowerCase().split(t.tokenizer.seperator)},t.tokenizer.defaultSeperator=/[\s\-]+/,t.tokenizer.seperator=t.tokenizer.defaultSeperator,t.tokenizer.setSeperator=function(e){null!==e&&void 0!==e&&"object"==typeof e&&(t.tokenizer.seperator=e)},t.tokenizer.resetSeperator=function(){t.tokenizer.seperator=t.tokenizer.defaultSeperator},t.tokenizer.getSeperator=function(){return t.tokenizer.seperator},t.Pipeline=function(){this._queue=[]},t.Pipeline.registeredFunctions={},t.Pipeline.registerFunction=function(e,n){n in t.Pipeline.registeredFunctions&&t.utils.warn("Overwriting existing registered function: "+n),e.label=n,t.Pipeline.registeredFunctions[n]=e},t.Pipeline.getRegisteredFunction=function(e){return e in t.Pipeline.registeredFunctions!=!0?null:t.Pipeline.registeredFunctions[e]},t.Pipeline.warnIfFunctionNotRegistered=function(e){var n=e.label&&e.label in this.registeredFunctions;n||t.utils.warn("Function is not registered with pipeline. This may cause problems when serialising the index.\n",e)},t.Pipeline.load=function(e){var n=new t.Pipeline;return e.forEach(function(e){var i=t.Pipeline.getRegisteredFunction(e);if(!i)throw new Error("Cannot load un-registered function: "+e);n.add(i)}),n},t.Pipeline.prototype.add=function(){var e=Array.prototype.slice.call(arguments);e.forEach(function(e){t.Pipeline.warnIfFunctionNotRegistered(e),this._queue.push(e)},this)},t.Pipeline.prototype.after=function(e,n){t.Pipeline.warnIfFunctionNotRegistered(n);var i=this._queue.indexOf(e);if(-1===i)throw new Error("Cannot find existingFn");this._queue.splice(i+1,0,n)},t.Pipeline.prototype.before=function(e,n){t.Pipeline.warnIfFunctionNotRegistered(n);var i=this._queue.indexOf(e);if(-1===i)throw new Error("Cannot find existingFn");this._queue.splice(i,0,n)},t.Pipeline.prototype.remove=function(e){var t=this._queue.indexOf(e);-1!==t&&this._queue.splice(t,1)},t.Pipeline.prototype.run=function(e){for(var t=[],n=e.length,i=this._queue.length,o=0;n>o;o++){for(var r=e[o],s=0;i>s&&(r=this._queue[s](r,o,e),void 0!==r&&null!==r);s++);void 0!==r&&null!==r&&t.push(r)}return t},t.Pipeline.prototype.reset=function(){this._queue=[]},t.Pipeline.prototype.get=function(){return this._queue},t.Pipeline.prototype.toJSON=function(){return this._queue.map(function(e){return t.Pipeline.warnIfFunctionNotRegistered(e),e.label})},t.Index=function(){this._fields=[],this._ref="id",this.pipeline=new t.Pipeline,this.documentStore=new t.DocumentStore,this.index={},this.eventEmitter=new t.EventEmitter,this._idfCache={},this.on("add","remove","update",function(){this._idfCache={}}.bind(this))},t.Index.prototype.on=function(){var e=Array.prototype.slice.call(arguments);return this.eventEmitter.addListener.apply(this.eventEmitter,e)},t.Index.prototype.off=function(e,t){return this.eventEmitter.removeListener(e,t)},t.Index.load=function(e){e.version!==t.version&&t.utils.warn("version mismatch: current "+t.version+" importing "+e.version);var n=new this;n._fields=e.fields,n._ref=e.ref,n.documentStore=t.DocumentStore.load(e.documentStore),n.pipeline=t.Pipeline.load(e.pipeline),n.index={};for(var i in e.index)n.index[i]=t.InvertedIndex.load(e.index[i]);return n},t.Index.prototype.addField=function(e){return this._fields.push(e),this.index[e]=new t.InvertedIndex,this},t.Index.prototype.setRef=function(e){return this._ref=e,this},t.Index.prototype.saveDocument=function(e){return this.documentStore=new t.DocumentStore(e),this},t.Index.prototype.addDoc=function(e,n){if(e){var n=void 0===n?!0:n,i=e[this._ref];this.documentStore.addDoc(i,e),this._fields.forEach(function(n){var o=this.pipeline.run(t.tokenizer(e[n]));this.documentStore.addFieldLength(i,n,o.length);var r={};o.forEach(function(e){e in r?r[e]+=1:r[e]=1},this);for(var s in r){var u=r[s];u=Math.sqrt(u),this.index[n].addToken(s,{ref:i,tf:u})}},this),n&&this.eventEmitter.emit("add",e,this)}},t.Index.prototype.removeDocByRef=function(e){if(e&&this.documentStore.isDocStored()!==!1&&this.documentStore.hasDoc(e)){var t=this.documentStore.getDoc(e);this.removeDoc(t,!1)}},t.Index.prototype.removeDoc=function(e,n){if(e){var n=void 0===n?!0:n,i=e[this._ref];this.documentStore.hasDoc(i)&&(this.documentStore.removeDoc(i),this._fields.forEach(function(n){var o=this.pipeline.run(t.tokenizer(e[n]));o.forEach(function(e){this.index[n].removeToken(e,i)},this)},this),n&&this.eventEmitter.emit("remove",e,this))}},t.Index.prototype.updateDoc=function(e,t){var t=void 0===t?!0:t;this.removeDocByRef(e[this._ref],!1),this.addDoc(e,!1),t&&this.eventEmitter.emit("update",e,this)},t.Index.prototype.idf=function(e,t){var n="@"+t+"/"+e;if(Object.prototype.hasOwnProperty.call(this._idfCache,n))return this._idfCache[n];var i=this.index[t].getDocFreq(e),o=1+Math.log(this.documentStore.length/(i+1));return this._idfCache[n]=o,o},t.Index.prototype.getFields=function(){return this._fields.slice()},t.Index.prototype.search=function(e,n){if(!e)return[];e="string"==typeof e?{any:e}:JSON.parse(JSON.stringify(e));var i=null;null!=n&&(i=JSON.stringify(n));for(var o=new t.Configuration(i,this.getFields()).get(),r={},s=Object.keys(e),u=0;u0&&t.push(e);for(var i in n)"docs"!==i&&"df"!==i&&this.expandToken(e+i,t,n[i]);return t},t.InvertedIndex.prototype.toJSON=function(){return{root:this.root}},t.Configuration=function(e,n){var e=e||"";if(void 0==n||null==n)throw new Error("fields should not be null");this.config={};var i;try{i=JSON.parse(e),this.buildUserConfig(i,n)}catch(o){t.utils.warn("user configuration parse failed, will use default configuration"),this.buildDefaultConfig(n)}},t.Configuration.prototype.buildDefaultConfig=function(e){this.reset(),e.forEach(function(e){this.config[e]={boost:1,bool:"OR",expand:!1}},this)},t.Configuration.prototype.buildUserConfig=function(e,n){var i="OR",o=!1;if(this.reset(),"bool"in e&&(i=e.bool||i),"expand"in e&&(o=e.expand||o),"fields"in e)for(var r in e.fields)if(n.indexOf(r)>-1){var s=e.fields[r],u=o;void 0!=s.expand&&(u=s.expand),this.config[r]={boost:s.boost||0===s.boost?s.boost:1,bool:s.bool||i,expand:u}}else t.utils.warn("field name in user configuration not found in index instance fields");else this.addAllFields2UserConfig(i,o,n)},t.Configuration.prototype.addAllFields2UserConfig=function(e,t,n){n.forEach(function(n){this.config[n]={boost:1,bool:e,expand:t}},this)},t.Configuration.prototype.get=function(){return this.config},t.Configuration.prototype.reset=function(){this.config={}},lunr.SortedSet=function(){this.length=0,this.elements=[]},lunr.SortedSet.load=function(e){var t=new this;return t.elements=e,t.length=e.length,t},lunr.SortedSet.prototype.add=function(){var e,t;for(e=0;e1;){if(r===e)return o;e>r&&(t=o),r>e&&(n=o),i=n-t,o=t+Math.floor(i/2),r=this.elements[o]}return r===e?o:-1},lunr.SortedSet.prototype.locationFor=function(e){for(var t=0,n=this.elements.length,i=n-t,o=t+Math.floor(i/2),r=this.elements[o];i>1;)e>r&&(t=o),r>e&&(n=o),i=n-t,o=t+Math.floor(i/2),r=this.elements[o];return r>e?o:e>r?o+1:void 0},lunr.SortedSet.prototype.intersect=function(e){for(var t=new lunr.SortedSet,n=0,i=0,o=this.length,r=e.length,s=this.elements,u=e.elements;;){if(n>o-1||i>r-1)break;s[n]!==u[i]?s[n]u[i]&&i++:(t.add(s[n]),n++,i++)}return t},lunr.SortedSet.prototype.clone=function(){var e=new lunr.SortedSet;return e.elements=this.toArray(),e.length=e.elements.length,e},lunr.SortedSet.prototype.union=function(e){var t,n,i;this.length>=e.length?(t=this,n=e):(t=e,n=this),i=t.clone();for(var o=0,r=n.toArray();o 0 ? index-1 : 0; + focusableSuggestions[nextIndex].focus(); + } + else if (e.keyCode === 40) { + e.preventDefault(); + nextIndex= index+1 < focusable.length ? index+1 : index; + focusableSuggestions[nextIndex].focus(); + } + +} + +/* +Source: + - https://github.com/nextapps-de/flexsearch#index-documents-field-search + - https://raw.githack.com/nextapps-de/flexsearch/master/demo/autocomplete.html + - http://elasticlunr.com/ + - https://github.com/getzola/zola/blob/master/docs/static/search.js +*/ +(function(){ + var index = elasticlunr.Index.load(window.searchIndex); + opensearch.addEventListener('click', open_search_bar, false); + userinput.addEventListener('input', show_results, true); + suggestions.addEventListener('click', accept_suggestion, true); + + function show_results(){ + var value = this.value.trim(); + var options = { + bool: "OR", + fields: { + title: {boost: 2, expand: true}, + body: {boost: 1, expand: true}, + expand: true + } + }; + var results = index.search(value, options); + + var entry, childs = suggestions.childNodes; + var i = 0, len = results.length; + var items = value.split(/\s+/); + suggestions.classList.remove('d-none'); + + results.forEach(function(page) { + if (page.doc.body !== '') { + entry = document.createElement('div'); + + entry.innerHTML = ''; + + a = entry.querySelector('a'), + t = entry.querySelector('span:first-child'), + d = entry.querySelector('span:nth-child(2)'); + a.href = page.ref; + t.textContent = page.doc.title; + d.innerHTML = makeTeaser(page.doc.body, items); + + suggestions.appendChild(entry); + } + }); + + while(childs.length > len){ + suggestions.removeChild(childs[i]) + } + + } + + function accept_suggestion(){ + + while(suggestions.lastChild){ + + suggestions.removeChild(suggestions.lastChild); + } + + return false; + } + + // Taken from mdbook + // The strategy is as follows: + // First, assign a value to each word in the document: + // Words that correspond to search terms (stemmer aware): 40 + // Normal words: 2 + // First word in a sentence: 8 + // Then use a sliding window with a constant number of words and count the + // sum of the values of the words within the window. Then use the window that got the + // maximum sum. If there are multiple maximas, then get the last one. + // Enclose the terms in . + function makeTeaser(body, terms) { + var TERM_WEIGHT = 40; + var NORMAL_WORD_WEIGHT = 2; + var FIRST_WORD_WEIGHT = 8; + var TEASER_MAX_WORDS = 30; + + var stemmedTerms = terms.map(function (w) { + return elasticlunr.stemmer(w.toLowerCase()); + }); + var termFound = false; + var index = 0; + var weighted = []; // contains elements of ["word", weight, index_in_document] + + // split in sentences, then words + var sentences = body.toLowerCase().split(". "); + for (var i in sentences) { + var words = sentences[i].split(/[\s\n]/); + var value = FIRST_WORD_WEIGHT; + for (var j in words) { + + var word = words[j]; + + if (word.length > 0) { + for (var k in stemmedTerms) { + if (elasticlunr.stemmer(word).startsWith(stemmedTerms[k])) { + value = TERM_WEIGHT; + termFound = true; + } + } + weighted.push([word, value, index]); + value = NORMAL_WORD_WEIGHT; + } + + index += word.length; + index += 1; // ' ' or '.' if last word in sentence + } + + index += 1; // because we split at a two-char boundary '. ' + } + + if (weighted.length === 0) { + if (body.length !== undefined && body.length > TEASER_MAX_WORDS * 10) { + return body.substring(0, TEASER_MAX_WORDS * 10) + '...'; + } else { + return body; + } + } + + var windowWeights = []; + var windowSize = Math.min(weighted.length, TEASER_MAX_WORDS); + // We add a window with all the weights first + var curSum = 0; + for (var i = 0; i < windowSize; i++) { + curSum += weighted[i][1]; + } + windowWeights.push(curSum); + + for (var i = 0; i < weighted.length - windowSize; i++) { + curSum -= weighted[i][1]; + curSum += weighted[i + windowSize][1]; + windowWeights.push(curSum); + } + + // If we didn't find the term, just pick the first window + var maxSumIndex = 0; + if (termFound) { + var maxFound = 0; + // backwards + for (var i = windowWeights.length - 1; i >= 0; i--) { + if (windowWeights[i] > maxFound) { + maxFound = windowWeights[i]; + maxSumIndex = i; + } + } + } + + var teaser = []; + var startIndex = weighted[maxSumIndex][2]; + for (var i = maxSumIndex; i < maxSumIndex + windowSize; i++) { + var word = weighted[i]; + if (startIndex < word[2]) { + // missing text from index to start of `word` + teaser.push(body.substring(startIndex, word[2])); + startIndex = word[2]; + } + + if (word[1] === TERM_WEIGHT) { + teaser.push(""); + } + + startIndex = word[2] + word[0].length; + // Check the string is ascii characters or not + var re = /^[\x00-\xff]+$/ + if (word[1] !== TERM_WEIGHT && word[0].length >= 12 && !re.test(word[0])) { + // If the string's length is too long, it maybe a Chinese/Japance/Korean article + // if using substring method directly, it may occur error codes on emoji chars + var strBefor = body.substring(word[2], startIndex); + var strAfter = substringByByte(strBefor, 12); + teaser.push(strAfter); + } else { + teaser.push(body.substring(word[2], startIndex)); + } + + if (word[1] === TERM_WEIGHT) { + teaser.push(""); + } + } + teaser.push("…"); + return teaser.join(""); + } +}()); + + +// Get substring by bytes +// If using JavaScript inline substring method, it will return error codes +// Source: https://www.52pojie.cn/thread-1059814-1-1.html +function substringByByte(str, maxLength) { + var result = ""; + var flag = false; + var len = 0; + var length = 0; + var length2 = 0; + for (var i = 0; i < str.length; i++) { + var code = str.codePointAt(i).toString(16); + if (code.length > 4) { + i++; + if ((i + 1) < str.length) { + flag = str.codePointAt(i + 1).toString(16) == "200d"; + } + } + if (flag) { + len += getByteByHex(code); + if (i == str.length - 1) { + length += len; + if (length <= maxLength) { + result += str.substr(length2, i - length2 + 1); + } else { + break + } + } + } else { + if (len != 0) { + length += len; + length += getByteByHex(code); + if (length <= maxLength) { + result += str.substr(length2, i - length2 + 1); + length2 = i + 1; + } else { + break + } + len = 0; + continue; + } + length += getByteByHex(code); + if (length <= maxLength) { + if (code.length <= 4) { + result += str[i] + } else { + result += str[i - 1] + str[i] + } + length2 = i + 1; + } else { + break + } + } + } + return result; +} + +// Get the string bytes from binary +function getByteByBinary(binaryCode) { + // Binary system, starts with `0b` in ES6 + // Octal number system, starts with `0` in ES5 and starts with `0o` in ES6 + // Hexadecimal, starts with `0x` in both ES5 and ES6 + var byteLengthDatas = [0, 1, 2, 3, 4]; + var len = byteLengthDatas[Math.ceil(binaryCode.length / 8)]; + return len; +} + +// Get the string bytes from hexadecimal +function getByteByHex(hexCode) { + return getByteByBinary(parseInt(hexCode, 16).toString(2)); +} diff --git a/keyboards/index.html b/keyboards/index.html new file mode 100644 index 0000000000..f6569c11c2 --- /dev/null +++ b/keyboards/index.html @@ -0,0 +1,73 @@ +keyboards | philip's notes

                                                  keyboards

                                                  moergo glove80 →

                                                  2023-08-28 · 3 min read

                                                  \ No newline at end of file diff --git a/keyboards/moergo glove80/index.html b/keyboards/moergo glove80/index.html new file mode 100644 index 0000000000..60869f47b2 --- /dev/null +++ b/keyboards/moergo glove80/index.html @@ -0,0 +1,97 @@ +moergo glove80 | philip's notes

                                                  moergo glove80

                                                  2023-08-28 · 3 min read

                                                  getting started #

                                                  1. make sure both halves are charged
                                                    • you can power on both sides and hit the "magic" key to see rgb battery level display
                                                  2. hit power button on both halves
                                                  3. plug in left half to device

                                                  update keymap/firmware #

                                                  1. Go to latest layout on: https://my.glove80.com/#/my_layouts/
                                                  2. At the bottom, hit "build firmware". This will build and then download the latest firmware version to a file like b7530b80-c12e-496f-b7bc-9e2857f705d4_v0.9.9_phlipkey-mk1.uf2
                                                  3. Hit Magic + Esc (or whatever key is 3 up from the left) to enter bootloader mode. The left half should now show mount as a USB drive called GLV80LHBOOT.
                                                  4. Copy the firmware .uf2 into the drive. You don't need to rename the file or anything. Just copy it over. The drive will automatically unmount and the keyboard will restart.
                                                  5. Unplug the USB-C cable from the left and plug in to the right.
                                                  6. Hit Magic + ' (or whatever key is 3 up from the right) to get the right half to enter bootloader mode. The right half will now mount as GLV80RHBOOT.
                                                  7. Again, just copy the firmware .uf2 onto the drive. It will then auto reboot.
                                                  8. Unplug the USB-C cable.

                                                  bluetooth pairing #

                                                  1. hit Magic + <purple button> on the left thumb cluster to select an unused bluetooth profile slot.
                                                  2. on the host, go to bluetooth settings and pair with Glove80 Left.

                                                  layout #

                                                  • programming symbol & number layer
                                                  • swap up/down to match vim jk
                                                  • hold tab -> ALT TAB?

                                                  hard keys to press #

                                                  • far keys on thumb cluster
                                                  • anything on f-key row
                                                  • left: +, 1, 4, 5 (fingers don't reach when others on home row)
                                                  • right: 6, 7, 0, -
                                                  • left: bottom left corner, right: bottom right corner

                                                  hard words #

                                                  • people
                                                  • increase
                                                  • have
                                                  • him
                                                  • number
                                                  • home
                                                  • look
                                                  • turn
                                                  • between
                                                  • around
                                                  • symbol
                                                  • anxious

                                                  keyboard magic &behaviors #

                                                  These behavior &tag codes are used when configuring specific keys on the keyboard. They determine the behavior of the key when pressed, held, double-tapped, etc...

                                                  &ht_{hp,bl,tp} hold tap #

                                                  When held, trigger one key. When tapped, trigger another. Comes in different "flavors" depending on which key should take precedence in different situations.

                                                  See: https://zmk.dev/docs/behaviors/hold-tap

                                                  &ht_hp LSHIFT F
+

                                                  &mt modifier tap #

                                                  When held, becomes a modifier. When tapped, sends a keypress. This is just &ht_hp with tapping-term-ms of 200.

                                                  &mt LCTRL ESC
+

                                                  layers #

                                                  See: https://zmk.dev/docs/behaviors/layers

                                                  &mo momentary layer #

                                                  Move to the target layer only while the layer key is pressed.

                                                  &mo LOWER
+

                                                  &lt layer tap #

                                                  Move to the target layer while held, press another key when tapped.

                                                  &lt LOWER SPACE
+

                                                  &to to layer #

                                                  Enable layer and disable all other layers while held.

                                                  &to 3
+

                                                  &tog toggle layer #

                                                  Toggle a layer until the key is pressed again.

                                                  &tog MAGIC
+
                                                  \ No newline at end of file diff --git a/lang/ATS/ATS2 Notes/index.html b/lang/ATS/ATS2 Notes/index.html new file mode 100644 index 0000000000..a12de05a8e --- /dev/null +++ b/lang/ATS/ATS2 Notes/index.html @@ -0,0 +1,411 @@ +ATS2 Notes | philip's notes

                                                  ATS2 notes

                                                  2022-01-17 · 17 min read

                                                  Syntax # 

                                                  abstype 			define an abstract type
+vtypedef
+viewtypedef 		define a viewtype
+typedef             define binding b/w name and sort (eff. an alias)
+stadef              define _static_ binding b/w name and sort
+
+fun foo(..): res = "#mac"
+					compile to C function without name mangling? often
+					seen with `extern` before `fun`. is the `extern`
+					necessary?
+
+lam (..): res => expr
+					an anonymous lambda function
+
+fix foo(..): res => val
+					a recursive, anonymous function named `foo`
+
+{...} 				universal quantification
+[...] 				existential quantification
+(... | ...) 		(proof | value)
+@(_, _, ...) 		flat tuple
+.<...>. 			termination metric
+
+@[T][N]     		flat array of N values of type T
+@[T][N]()   		array instance
+@[T][N](x)  		array initialized with N x's
+
+sortdef nat = {a: int | a >= 0}
+
+type				a sort for w/ machine word size types (boxed types)
+t@ype 				a sort for unspecified length types (unboxed types)
+viewtype 			a sort for a linear view + type sort
+viewt@ype           a sort for a linear view + unboxed t@ype sort
+

                                                  staload #

                                                  Static load: creates a namespace containing loaded package

                                                  staload FOO = "foo.sats"
+
+val a: $FOO.foo_t = $FOO.A()
+
+(* like `use foo::*;` in rust *)
+staload = "foo.sats"
+
+val a: foo_t = A()
+
+(* only load package; useful for pulling in DATS file containing *)
+(* implementations of forward declared fns/types/etc... *)
+staload _ = "bar.dats"
+

                                                  dynload #

                                                  TL;DR: if you get a link-time error about some undefined reference to a variable ending in __dynloadflag, you probably need a dynload <pkg>.dats somewhere.

                                                  Libraries #

                                                  • $PATSHOME/prelude: prelude library targetting C codegen
                                                  • $PATSHOME/libats: libats library targetting C codegen

                                                  If a function is implemented as a template, the ATS compiler needs to access the source of the function implementation in order to generate code for each instance call of the function.

                                                  This is why we #include "share/atspre_staload.hats", which is basically a list of #staload _ = "prelude/DATS/<prelude-file>.dats", pulling in all the template function sources.

                                                  Mutual Recursion #

                                                  iseven and isodd are mutually recursive; you need the and keyword before isodd so that it's visible inside isevn

                                                  fun isevn (n: int): bool =
+  if n > 0 then isodd (n-1) else true
+and isodd (n: int): bool =
+  if n > 0 then isevn (n-1) else false
+

                                                  ATS won't be able to tail-call optimize the above as-is. instead you need to replace fun with fxn to indicate that the functions need to be combined. Then ATS will place a copy of isodd inside isevn.

                                                  Tail-call Optimization #

                                                  A classic list_append that is not tail-recursive

                                                  fun {a: t@ype} list_append {m, n: nat} (
+	xs: list(a, m),
+	ys: list(a, n)
+) : list(a, m + n) =
+	case+ xs of
+	| list_nil() => ys
+	| list_cons(x, xs) => list_cons(x, list_append(xs, ys))
+

                                                  Translating to a tail-recursive apparently requires "separating" the allocation of the new list element from initiailizing it with x and (inductive step).

                                                  fun {a: t@ype} list_append2 {m, n: nat} (
+	xs: list(a, m),
+	ys: list(a, n)
+) : list(a, m+n) =
+	let (* tail recursive inner loop *)
+		fun loop {m: nat} (
+			xs: list(a, m),
+			ys: list(a, n),
+			res: &ptr? >> list(a, m+n)
+		) : void =
+			case+ xs of
+			| list_nil() => res := ys
+			| list_cons(x, xs1) =>
+				let (* allocate a list node with an _uninitialized_ *)
+					(* tail (hole) *)
+					val () = res := list_cons{a}{0}(x, _)
+					(* pattern match on res to grab a handle to the *)
+					(* tail *)
+					val+list_cons(_, res1) = res
+					(* recurse, which places xs1 || ys into res1, *)
+					(* which  means res now contains the full xs || ys *)
+					val () = loop(xs1, ys, res1)
+				in  (* folding translates into a no-op at run-time *)
+					fold@(res)
+				end
+		(* uninitialized result (stack allocated?) *)
+		var res: ptr
+		val () = loop (xs, ys, res)
+  	in res
+	end
+

                                                  This technique is called "tail-recursion modulo allocation"

                                                  // TODO: wtf is fold@(_)???

                                                  Function Types #

                                                  Two kinds of functions in ATS (like Rust), env-less and closure functions.

                                                  • env-less: like a function ptr; doesn't capture any variables in the scope/environment
                                                  • closure: a function ptr + a captured environment (represented as a tuple of values apparently)

                                                  Syntax #

                                                  • env-less: + (int) -<fun1> void + (int) -> void (shorthand)
                                                  • closure: + (int) -<cloref1> void + cfun(int, void) (shorthand) (from libats/ML)

                                                  Operators #

                                                  Can refer to operator function w/o infix via op keyword, e.g., op+(1,2) vs 1 + 2.

                                                  Local Bindings #

                                                  Let #

                                                  Introduces bindings for use in subsequent bindings and inside the final in .. end expression

                                                  val area =
+  let
+    val pi = 3.1415
+    val radius = 10.0
+  in
+    pi * radius * radius
+  end
+

                                                  Where #

                                                  Introduces bindings inside the expression immediately before where

                                                  val area = pi * radius * radius where {
+  val pi = 3.1415
+  val radius = 10.0
+}
+

                                                  Local #

                                                  Forms a sequence of declarations rather than an expression at the end

                                                  local
+  val pi = 3.1415
+  val radius = 10.0
+in
+  (* visible in the containing scope *)
+  val area = pi * radius * radius
+end
+

                                                  On Types #

                                                  • Rather than viewing a type as the set of values it classifies, consider a type as a set of static, semantics meanings.
                                                  • an expression that can be assigned type T has the set of semantics implied by that type.
                                                  • an expression is "well-typed" if there exists a type T that can be assigned to the expression
                                                  • In other words, there can be many types and many different and possibly disjoint static semantics assignable to an expression.
                                                  • In this way, choosing a type for an expression is a statement of which static semantics are important or useful in the current context.

                                                  Property (Preservation): Consider an expression expr0 which can be assigned type T. If expr1 := eval(expr0), then expr1 can also be assigned type T. In other words, static type meaning is preserved under evaluation.

                                                  Property (Progress): Evaluation of an expression always "makes progress" towards a value. In other words, calling eval on an expression (and then on the result and so on) should eventually become a value.

                                                  I Imagine progress is necessary for the compiler to prove that certain inductive types or recursive functions terminate or become structurally simpler with every inductive step.

                                                  Tuples # 

                                                  (* unboxed, flat tuple *)
+val xy = (123, "abc")
+val x = xy.0 and y = xy.1
+
+(* boxed tuple (ptr sized) *)
+val zw = '( -1.0, "foo")
+val z = zw.0 and w = zw.1
+

                                                  Note that the space b/w '( and -1.0 is required for boxed tuples. Tuples are also sometimes written with @ in front like @("foo", 123)

                                                  Records # 

                                                  (* unboxed record *)
+typedef point2D = @{
+  x = double,
+  y = double
+}
+
+val origin = @{ x = 0.0, y = 0.0 } : point2D
+
+val x = origin.x and y = origin.y
+
+val @{ x = x, y = y } = origin
+
+val @{ y = y, ... } = origin
+
+(* boxed record *)
+typedef point2D = '{
+  x = double,
+  y = double
+}
+

                                                  Sequence Expressions # 

                                                  (
+  print 'Hi'; (* return value must be void *)
+  123 + 456 (* result of expression is result of whole block *)
+) (* has type int *)
+
+(* can also use begin .. end *)
+begin
+  print 'Hi';
+  123 + 456
+end
+
+(* or let .. in .. end *)
+let
+  val () = print 'Hi'
+  val () = print 'asdf'
+in
+  123 + 456
+end
+

                                                  Datatypes #

                                                  datatypes == garbage collectable objects?

                                                  seem to be auto boxed

                                                  Templates #

                                                  templates are bound via first-find rather than best-find

                                                  Termination Metric #

                                                  .<expr>. in function signature tells that compiler that expr must be strictly decreasing on each function call

                                                  Case Expressions #

                                                  TL;DR: prefer case+ and val+ in almost all cases to mandate exhaustive pattern matches everywhere.

                                                  dataviewtype int_list_vt =
+  | nil_vt of ()
+  | cons_vt of (int, int_list_vt)
+
+// xs: int_list_vt
+// ~ is for freeing linear int_list_vt resource
+case xs of
+  | ~nil_vt() => ..
+  | ~cons_vt(_, xs) => ..
+
+// just plain `case` with non-exhaustive pattern
+// ==> WARNING: pattern match is non-exhaustive
+case xs of
+  | ~nil_vt() => ..
+
+// `case+` with non-exhaustive pattern
+// ==> ERROR: pattern match is non-exhaustive
+case+ xs of
+  | ~nil_vt() => ..
+
+// `case-` with non-exhaustive pattern means:
+// "ignore this problem compiler, I know what I'm doing : )"
+case- xs of
+  | ~nil_vt() => ..
+
+// you can also add pattern guard conditions
+case xs of
+  | ~cons_vt(x, xs) when x < 10 => ..
+

                                                  One detail to note is that while matching happens sequentially at runtime, typechecking of case clauses actually happens non-deterministically.

                                                  You can force a pattern to typecheck sequentially by using =>>. For example, this won't typecheck w/o using =>>:

                                                  fun {T, U: t@ype} {V: t@ype}
+list_zipwith {n: nat} (
+  xs1: list (T, n),
+  xs2: list (U, n),
+  f: (T, U) -<cloref1> V
+) : list (V, n) =
+  case+ (xs1, xs2) of
+  | (list_cons (x1, xs1), list_cons (x2, xs2)) =>
+      list_cons (f (x1, x2), list_zipwith (xs1, xs2, f))
+  | (_, _) =>> list_nil ()
+

                                                  Mutate In-place (fold@) #

                                                  Let's say we're matching on a linear list list_vt and want to modify the entry in-place. We don't to be free'ing and alloc'ing garbage cons nodes just to change the entry.

                                                  (ERROR) For example, we might try to do this first:

                                                  fun list_vt_add1 {n: nat} (xs: !list_vt(int, n)): void =
+	case+ xs of
+	| cons_vt(x, xs1) =>
+		let
+		  // ERROR: an l-value is required
+		  val () = x := x + 1
+		in
+		  // ..
+		end
+	| nil_vt() => // ..
+

                                                  Since x and xs1 are only treadted as values when we use a plain pattern (i.e., not an l-value) and are not allowed to be modified into other values or types.

                                                  (CORRECT) Instead, the right syntax here looks like this:

                                                  fun list_vt_add1 {n: nat} (xs: !list_vt(int, n)): void =
+	case+ xs of
+//    .----- this is important
+//    v
+	| @cons_vt(x, xs1) =>
+		let
+		  // CORRECT
+		  val () = x := x + 1
+		  prval () = fold@(xs) // <--- this is important
+		in
+		  // ..
+		end
+	| nil_vt() => // ..
+

                                                  The @ in the pattern unfolds the dataviewtype variant, which binds x and xs1 to pointers to each field. This @ binding also implicitly view-changes xs to viewtype list_vt_cons_unfold(l_0, l_1, l_2). These *_unfold(l_0, ..) viewtype definitions an autogenerated for all dataviewtype variants, where l_0 points to the outer dataviewtype and l_i points to field_i, where field_1 is the first field.

                                                  After modifying x in the above let-block, notice that we also need this fold@(xs) proof statement. This built-in proof function "folds" the xs: list_vt_cons_unfold(l_0, l_1, l_2) back into a list_vt.

                                                  Val Expressions #

                                                  Just like case/case+/case-, you can pattern match in val expressions with exhaustiveness or not.

                                                  // ==> WARNING: non-exhaustive
+val ~cons_vt(x, xs1) = xs
+
+// ==> ERROR: non-exhaustive
+val+~const_vt(x, xs1) = xs
+
+// silent : )
+val-~cons_vt(x, xs1) = xs
+

                                                  Templates #

                                                  templates are monomorphized at compile time

                                                  fun {a,b: t@ype} swap(xy: (a, b)): (b, a) =
+  (xy.1, xy.0)
+

                                                  Note: the template parameters come before the function name

                                                  {a,b: t@ype} are the template parameters

                                                  t@ype: a sort for static terms representing size-unspecified (== unsized?) types type: machine word-sized types (usually boxed types)

                                                  Polymorphic Functions/Datatypes #

                                                  polymorphic functions/datatypes allow for dynamic dispatch. obv. polymorphic functions/datatypes are not monomorphized.

                                                  fun swap_boxed {T: type}{U: type} (xy: (T, U)): (U, T) =
+	(xy.1, xy.0)
+

                                                  Note: the polymorphic parameters come after the function name

                                                  Note: if we used t@ype here, we would get a C compiler error (not a typechecking error!) since the arguments have unspecified size.

                                                  References #

                                                  references in ATS are just heap allocated boxed values. they're really only useful in GC'd programs or as top-level program state since you need to manually free them (no linearity assistance).

                                                  the key interface is

                                                  val int_ref = ref<int>(123)
+val () = !int_ref := 69
+val () = println!("int_ref = ", !int_ref)
+// > int_ref = 69
+

                                                  Arrays #

                                                  There are a few "variants" of arrays

                                                  • array: (TODO) static stack allocated array?
                                                  • array_v: (TODO) array view?
                                                  • arrayptr: (TODO): linear?
                                                  • arrayref: GC'd array reference (w/o size attached)
                                                  • arrayszref: GC'd array reference (with size attached, like a fat pointer)

                                                  usage:

                                                  val size = g0int2uint_int_size(10)
+val xs = arrszref_make_elt(size, 42069)
+val x_3 = xs[3]
+val () = xs[4] := 123
+
                                                  
+

                                                  Matrices #

                                                  Note: row-major layout! (rather than column-major like C)

                                                  • matrixptr
                                                  • matrixref
                                                  • mtrxszref
                                                  postfix sz
+#define sz(x) g0int2uint_int_size(x)
+
+val X = mtrxszref_make_elt(10sz (*nrow*), 5sz (*ncol*), 0 (*fill*))
+val X_ij = X[i,j]
+val () = X[i,j] := 123
+

                                                  Abstract Types #

                                                  Types w/ encapsulation, i.e., structure is not visible to the user

                                                  abstype: boxed abstract type (pointer-sized)

                                                  // declares abstract boxed intset type of size ptr
+abstype intset = ptr
+

                                                  abst@ype: unboxed abstract type

                                                  // declares abstract unboxed rational type of size 2*sizeof(int)
+abst@ype rational = (int, int)
+

                                                  Use assume to "concretize" the abstract type. This can happen at-most-once, globally.

                                                  assume my_abstract_type = my_concrete_type

                                                  Theorem Proving #

                                                  • ATS/LF component supports interactive theorem proving

                                                  prop: a builtin sort representing all proof types dataprop: a prop type declared in a manner similar to datatype defs.

                                                  A dataprop representing the fibonnacci relation fib(n) = r

                                                  dataprop FIB(int, int) =
+  | FIB0(0, 0) of ()
+  | FIB1(1, 1) of ()
+  | {n: nat} {r0, r1: int} FIB2(n+2, r0+r1) of (FIB(n, r0), FIB(n+1, r1))
+

                                                  The sort assigned to FIB is (int, int) -> prop, i.e., FIB takes two ints and returns a proof. FIB0 and FIB1 constructors both take () and return a proof.

                                                  A dataprop for multiplication:

                                                  // int * int = int
+dataprop MUL(int, int, int) =
+  // 0 * n = 0
+  | {n: int} MULbase(0, n, 0) of ()
+  // (m+1) * n = m*n + n
+  | {m: nat}{n: int}{p: int} MULind(m+1, n, p+n) of MUL(m, n, p)
+  // (-m) * n = -(m * n)
+  | {m: pos}{n: int}{p: int} MULneg(~(m), n, ~(p)) of MUL(m, n, p)
+

                                                  To prove this relation, we want to construct values of MUL for each parameter. The most common way to do this is to construct a total function over all parameters:

                                                  // ∀ m ∈ ℕ, n ∈ ℤ, ∃ p ∈ ℤ : m * n = p
+prfun mul_nat_is_total {m: nat; n: int} .<m>. (): [p: int] MUL(m, n, p) =
+  sif m == 0 then
+    MULbas()
+  else
+    MULind(mul_nat_is_total{m-1, n}())
+
+// ∀ m, n ∈ ℤ, ∃ p ∈ ℤ : m * n = p
+prfn mul_is_total {m, n: int} (): [p: int] MUL(m, n, p) =
+  sif m >= 0 then
+    mul_nat_is_total{m, n}()
+  else
+    MULneg(mul_nat_is_total{~m, n}())
+

                                                  Note: the second proof function uses prfn rather than prfun for a specific reason: prfuns define recursive proof functions and thus require a termination metric. prfns must be non-recursive and therefore don't need a termination metric.

                                                  datasort: like a datatype but static. doesn't support any dependent type stuff i think. you must also use scase instead of case to match on datasorts.

                                                  Q: what is the difference b/w a dataprop and a datasort??

                                                  Views #

                                                  A view is a linear prop (linear as in must consume exactly once). views power ATS's pointer ownership checking.

                                                  For example, an owned pointer with a view to an a at location l looks like

                                                  {a: t@ype} {l: addr} (pf: a @ l | p: ptr l)
+

                                                  or a maybe uninitialized a

                                                  (pf: a? @ l | p: ptr l)

                                                  While managing these linear views can be done by threading the proofs through the in-params and out-params of each function, ATS provides a convenient syntactic sugar for modifying the view in-place. Consider the ptr_set function:

                                                  fun {a: t@ype} ptr_set {l: addr} (
+  pf: !a? @ l >> a @ l
+| p: ptr l,
+  x: a
+): void
+

                                                  We can read the pf as "the function takes a proof of a maybe-uninit a at location l and will modify this proof (in the caller's context) to a definitely-init a at location l".

                                                  In general, the format looks like !V >> V' to mean that the function changes the view V to V' upon its return. If V = V', then you can just write !V or !V >> _ (TODO: what does this mean? does typechecker fill the hole?).

                                                  Manipulating Pointers #

                                                  Manually pass the proof in and out:

                                                  // (pf: a @ l | p: ptr l)
+val x = ptr_get<int>(pf | p)
+val () = ptr_set<int>(pf | p, 123)
+

                                                  Or use the pointer syntax:

                                                  // these modify pf in-place
+val x = !p
+val () = !p := 123
+

                                                  Viewtypes #

                                                  viewtypes are linear types in ATS. The name view + type suggests that a viewtype consists of a linear view V and type T. Usually we refer to viewtypes by their definition VT but you can actually split viewtypes into their component view V and type T (via pattern matching.)

                                                  • This interpretation of a VT as a (V | T) could be thought of as encumbering a concrete, runtime value of type T with a linear tag V (which can also assert other properties ofc).

                                                  • Given the viewtype VT we can compactly refer to the type portion by the syntax VT?!

                                                  • viewtype and viewt@ype are two sorts with the type portion in sorts type and t@ype resp.

                                                  http://blog.vmchale.com/article/ats-linear https://bluishcoder.co.nz/2011/04/25/sharing-linear-resources-in-ats.html

                                                  L-Values and Call-by-Reference #

                                                  • An l-value is a pointer and linear at-view proof / "value + address"
                                                  • Like C/C++, l-values can appear on the left-hand side of assignments
                                                  • Simplest l-value is !p where p is a ptr l. the typechecker must also find an at-view proof a @ l somewhere in the context.
                                                  • Normally, ATS uses call-by-value; however, you can pass l-values by reference. When this happens, the address (and not the value) is passed.
                                                  • Function can take reference with & like fun foo(x: &a). Note that you don't use ! to deref or assign, just the plain x.

                                                  Stack-Allocated Variables #

                                                  • Use var x: T to declare uninit stack variable or var y: T = val to init with val.
                                                  • Use view@(x) to get the view-type at the location inside x
                                                  • Use addr@(x) to get the location that x points to.
                                                  • Interestingly, you can see the the uninit decl. actually has type view@(x) = T? @ x while the init decl. has type view@(y) = T @ x
                                                  • var z: int with pfz = 69 will bind pfz = view@(z) for you
                                                  • ATS ensures there are no dangling or escaped stack pointers by requiring that the linear at-view proof must be present in the context when the function returns.
                                                  • Can also stack allocate flat arrays in the obvious way
                                                  var A = @[double][10]()				// uninit stack array
+var B = @[double][10](42.0)			// size=10 stack array init w/ 42.0
+var C = @[double](1.0, 2.0, 3.0)    // size=3 init w/ (1.0, ..)
+
                                                  • Can also stack allocate closures via lam@ (non-rec) and fix@ (rec)
                                                  var x: int = 123
+var y: int = 69
+
+var mul = lam@ (): int => x * y
+

                                                  Variance (Rust) #

                                                  The variance property of a generic type is relative to its generic arguments. For example, a generic type F has variance relative to its generic parameters (say F<T>, so F has variance relative to T). Variance tells us how/how not e.g. traits impls "pass through" the inner parameter type T to/from the outer generic type F.

                                                  subtype: T: U, T is "at least as useful as" U. For example, 'static: 'a since you can use static lifetimes anywhere some stricter lifetime 'a is needed.

                                                  There are three cases for variance: covariant, contravariant, and invariant.

                                                  1. covariant:

                                                    have fn foo(&'a str), can call foo(&'static str). we can provide foo with a stronger type than it requires. in this case, F<_> = &'_ str.

                                                  2. contravariant:

                                                    have fn foo(Fn(&'a str) -> ()), can't provide foo(fn(&'static str) {}). need to provide foo with a weaker type than it expects.

                                                  3. invariant:

                                                    no additional subtyping relation can be derived

                                                  Variance (ATS) #

                                                  You can express covariance and contravariance (I believe?) in some parameter by adding a + or - to certain keyword types or something

                                                  Confirmed this is true for view+ and prop+ for covariance. Just guessing on the rest.

                                                  prop+ prop-
+view+ view-
+
+type+ type-
+tbox+ tbox-
+tflt+ tflt-
+
+types+ types-
+
+vtype+ vtype-
+vtbox+ vtbox-
+vtflt+ vtflt-
+
+t0ype+ t0ype-
+vt0ype+ vt0ype-
+
+viewtype+ viewtype-
+viewt0ype+ viewt0ype-
+

                                                  opt #

                                                  There's a type constructor opt(T, B) where T is a type and B is a bool. If B = true then opt(T, B) is T and T? if B = false.

                                                  llam (..) => .. appears to be a linear lambda closure?

                                                  (..) -<lin,prf> .. appears to be type of linear, prfun closure?

                                                  \ No newline at end of file diff --git a/lang/ATS/Install ATS2/index.html b/lang/ATS/Install ATS2/index.html new file mode 100644 index 0000000000..0417837114 --- /dev/null +++ b/lang/ATS/Install ATS2/index.html @@ -0,0 +1,134 @@ +Install ATS2 | philip's notes

                                                  install ATS2

                                                  2022-01-11 · 1 min read

                                                  $ git clone --depth=1 git@github.com:githwxi/ATS-Anairiats.git ats1
+$ git clone git@github.com:githwxi/ATS-Postiats.git ats2
+$ git clone git@github.com:githwxi/ATS-Postiats-contrib.git ats2-contrib
+
+$ sudo apt install build-essential automake-1.15 jgawk libgmp-dev libgc-dev libjson-c-dev
+
+$ echo "export PATSHOME=\$HOME/dev/ats2" >> ~/.bashrc
+$ echo "export PATSCONTRIB=\$HOME/dev/ats2-contrib" >> ~/.bashrc
+$ echo "export PATH=\$PATH:\$PATSHOME/bin" >> ~/.bashrc
+
+$ cd ats1
+$ mkdir bootstrap1
+$ ./configure && make all
+
+$ cd ../ats2
+$ make -f Makefile_devl all
+

                                                  Make ctags in ATS src

                                                  $ cd ~/dev/ats2
+$ ctags \
+    --languages=ATS \
+    --exclude="*atscc2*" \
+    --exclude="doc*" \
+    --exclude="npm-utils*" \
+    --exclude="*CODEGEN*" \
+    --exclude="*DOCUGEN*" \
+    --exclude="*TEST*"
+
                                                  \ No newline at end of file diff --git a/lang/ATS/index.html b/lang/ATS/index.html new file mode 100644 index 0000000000..e4702777c8 --- /dev/null +++ b/lang/ATS/index.html @@ -0,0 +1,91 @@ +lang/ATS | philip's notes

                                                  lang/ATS

                                                  ATS2 Notes →

                                                  2022-01-17 · 17 min read

                                                  Install ATS2 →

                                                  2022-01-11 · 1 min read

                                                  \ No newline at end of file diff --git a/lang/flutter/dart lang/index.html b/lang/flutter/dart lang/index.html new file mode 100644 index 0000000000..f0b0e6b54e --- /dev/null +++ b/lang/flutter/dart lang/index.html @@ -0,0 +1,500 @@ +dart lang | philip's notes

                                                  dart lang

                                                  2022-12-05 · 12 min read

                                                  variables #

                                                  mutable # 

                                                  var name = 'Bob';
+Object name = 'Bob';
+String name = 'Bob';
+var name = const 'Bob';
+name = 'Alice';
+

                                                  immutable # 

                                                  final name = 'Bob';
+final String name = 'Bob';
+name = 'Alice'; // << compile error: final var can only be set once
+final String name = const 'Bob';
+

                                                  comptime # 

                                                  const bar = 1000000;
+const double atm = 1.01325 * bar;
+const p1 = [bar, atm];
+const p2 = const [bar, atm]; // << style: const-value is redundant
+

                                                  If you enable null safety, then you must initialize the values of non-nullable variables before you use them.

                                                  The compiler can sometimes determine a lazy-init val is not null before use:

                                                  int foo;
+if (isFooable) {
+	foo = 123;
+} else {
+	foo = 0;
+}
+
+print(foo);
+

                                                  late init #

                                                  Use the late modifier if dart can't prove non-null-before-use. You will get a runtime panic if it's null on use:

                                                  late String desc;
+
+void main() {
+	desc = 'hello';
+	print(desc);
+}
+

                                                  lazy init #

                                                  You can also use late for lazy-init:

                                                  // only computed on first use
+late String expensiveValue = computeExpensive();
+

                                                  built-in types #

                                                  numbers (num, int, double) #

                                                  • class num
                                                  • (native) int := i64
                                                  • (native) double := double
                                                  • both int extends num and double extends num

                                                  strings (String) #

                                                  String is a sequence of UTF-16 code points. You can use either '' or "" to create a string:

                                                  var s1 = 'hello';
+var s2 = "world";
+

                                                  Dart also supports string interpolation:

                                                  var inner = "world";
+var s1 = "hello $inner";
+var s2 = "HELLO ${inner.toUpperCase()}";
+

                                                  lists (List<T>) # 

                                                  List<int> list = [1, 2, 3];
+assert(list.length == 3);
+assert(list[1] == 2);
+
+var list = const [1, 2, 3];
+list[1] = 1; // << error
+

                                                  spread operator #

                                                  • spread operator ...
                                                  • null-aware spread operator ...?
                                                  var xs = [1, 2, 3];
+var ys = [0, ...xs];
+assert(ys == [0, 1, 2, 3]);
+
+var zs = null;
+var ws = [0, ...?zs];
+assert(ws == [0]);
+

                                                  collection control flow operators # 

                                                  var nav = ["Home", "Furniture", "Plants", if (promo) "Outlet"];
+var ints = [1, 2, 3];
+var strs = ["#0", for (var i in ints) "#$i"];
+assert(strs == ["#0", "#1", "#2", "#3"]);
+

                                                  sets (Set<T>) # 

                                                  var halogens = {"F", "Cl", "Br", "I", "At"};
+var names = <String>{};
+Set<String> names = {};
+names.add("Alice");
+names.addAll({"Bob", "Charlie"});
+

                                                  maps (Map<K, V>) # 

                                                  var halogens = {
+	9: "F",
+	17: "Cl",
+};
+
+assert(halogens.length == 2);
+assert(halogens[9] == "F");
+assert(halogens[2] == null);
+

                                                  symbols (Symbol) #

                                                  • Represents an operator or identifier in a dart program.
                                                  #radix
+#bar
+

                                                  example using Function.apply:

                                                  abstract class Function {
+	external static apply(
+		Function function,
+		List<dynamic>? positionalArguments,
+		[Map<Symbol, dynamic>? namedArguments],
+	);
+}
+
+void printWineDetails(int vintage, {String? country, String? name}) {
+  print('Name: $name, Country: $country, Vintage: $vintage');
+}
+
+Function.apply(printWineDetails, [2018], {#country: "USA", #name: "Casocco"});
+

                                                  functions (Function) #

                                                  Dart functions are first-class objects and can be assigned to variables and passed as arguments.

                                                  bool isNoble(int n) {
+	return _nobleGases[n] != null;
+}
+
+// can omit type annotations...
+isNoble(n) {
+	return _nobleGases[n] != null;
+}
+
+// single-expressions shorthand syntax
+bool isNoble(int n) => _nobleGases[n] != null;
+

                                                  parameters #

                                                  • Functions can have required positional parameters, followed by named parameters xor optional positional parameters.
                                                  named parameters #
                                                  • Named params are null by default (hence the bool? for each param in this example):
                                                  void enableFlags({bool? bold, bool? hidden}) { /* .. */ }
+
+enableFlags(bold: true, hidden: false);
+
                                                  • You can specify default values:
                                                  void enableFlags({bool bold = false, bool hidden = false}) { /* .. */ }
+
+enableFlags(hidden: true); // bold = false
+
                                                  • You can use the required keyword to make a named param non-optional:
                                                  const Scrollbar({super.key, required Widget child});
+
                                                  optional positional parameters # 
                                                  void say(String from, String msg, [String? device]) {
+  final tail = (device != null) ? "on their $device" : "";
+  print("$from says $msg$tail");
+}
+
+void main() {
+  say("Bob", "hello");
+  say("Alice", "goodbye", "Android");
+}
+

                                                  main # 

                                                  void main() {}
+void main(List<String> arguments) {}
+
                                                  • You can use the args package for arg parsing.

                                                  closures #

                                                  syntax:

                                                  ([[Type] param1[, ...]]) { codeBlock; }
+([[Type] param1[, ...]]) => expression;
+
+const printer = (val) { print("this is $val"); };
+
+["bob", "Alice"]
+	.map((name) => name.toUpperCase())
+	.forEach((name) => print("big name: $name"));
+
+Function makeAdder(int addend) => (int i) => i + addend;
+

                                                  operators #

                                                  (only highlighting interesting or non-standard operators)

                                                  • ~/ integer division, e.g., 5 ~/ 2 == 2.
                                                  • x is T is true if value x impls T. x is Object? is always true.
                                                  • x is! T == !(x is T)
                                                  • x ??= value assigns value iff x is null.

                                                  ints are always signed, so shifts are sign-extended as well. To do a bit-wise unsigned right shift, use >>>.

                                                  • expr1 ?? expr2 returns expr1 if it's non-null, otherwise expr2.

                                                  cascade notation lets you make a sequence of operations on one object:

                                                  var paint = Paint()
+  ..color = Colors.black
+  ..strokeCap = StrokeCap.round
+  ..strokeWidth = 5.0;
+
+// if the object is possibly null, then use `?..` for the first operation
+querySelector("#confirm")
+  ?..text = "Confirm"
+  ..classes.add("important")
+  ..onClick.listen((e) => window.alert("Confirmed"))
+  ..scrollIntoView();
+

                                                  other maybe-null operators

                                                  xs?[1] == xs.map(|xs| xs[1])
+paint?.color == paint.map(|p| p.color)
+paint! == paint.unwrap()
+paint!.color == paint.unwrap().color
+

                                                  you can override operators on classes

                                                  class Vec3d {
+  final double x, y, z;
+
+  const Vec3d(this.x, this.y, this.z);
+
+  Vec3d operator +(Vec3d v) => Vec3d(x + v.x, y + v.y, z + v.z);
+}
+

                                                  control flow # 

                                                  for (var i = 0; i < 10; i++) { /* .. */ }
+for (final cb in callbacks) { /* .. */ }
+callbacks.forEach((cb) => /* .. */);
+while (foo) { /* .. */}
+
                                                  • supports c-style switch-case blocks...

                                                  All of Dart’s exceptions are unchecked exceptions. Methods don’t declare which exceptions they might throw, and you aren’t required to catch any exceptions.

                                                  try {
+  breedMoreLlamas();
+} on OutOfLlamasException {
+  // A specific exception
+  buyMoreLlamas();
+} on Exception catch (err) {
+  // Anything else that is an exception
+  print('Unknown exception: $err');
+} catch (err, backtrace) {
+  // No specified type, handles all
+  print('unknown error:\n$err\ntrace:\n$backtrace');
+  rethrow;
+} finally {
+  cleanup();
+}
+

                                                  classes #

                                                  The root of the Dart object hierarchy is Object? := { null U Object }:

                                                  				Object?
+				|     |
+			  null  Object
+			        / / \ \
+			    <normal classes>
+

                                                  Classes have one superclass (by extends) and zero or more mixin interfaces.

                                                  constructors # 

                                                  import "dart:math";
+
+class Point {
+  final double x;
+  final double y;
+  final double z;
+
+  // initializing with "formal" parameters
+  const Point({required this.x, required this.y, this.z = 0.0});
+
+  // initializing with C++-style initializer list
+  Point.fromPolar({required double r, required double theta})
+      : x = r * cos(theta),
+        y = r * sin(theta),
+        z = 0.0;
+
+  // can also redirect to another constructor
+  Point.fromPolar2({required double r, required double theta})
+      : this(x: r * cos(theta), y: r * sin(theta));
+
+
+  // if you need to do some work before construction, use `factory`.
+  // this also works for objects retrieved from e.g. an internal cache.
+  factory Point.fromPolar3d({
+    required double r,
+    required double theta,
+    required double phi,
+  }) {
+    final rSinPhi = r * sin(phi);
+    final x = rSinPhi * cos(theta);
+    final y = rSinPhi * sin(theta);
+    final z = r * cos(phi);
+    return Point(x: x, y: y, z: z);
+  }
+
+  @override
+  String toString() => "{ $x, $y, $z }";
+}
+
+print(Point(x: 1, y: 2)); // { 1.0, 2.0, 0.0 }
+print(Point(x: 1, y: 2, z: 3)); // { 1.0, 2.0, 3.0 }
+print(Point.fromPolar(r: 3.0, theta: 0.25 * pi)); // { 2.121, 2.121, 0.0 }
+print(Point.fromPolar3d( // { 0.812, 0.812, 2.772 }
+  r: 3.0,
+  theta: 0.25 * pi,
+  phi: 0.125 * pi,
+));
+

                                                  getters and setters # 

                                                  class Point {
+  const Point(this.x, this.y, this.x);
+  final double x, y, z;
+
+  double get length => sqrt(x * x + y * y + z * z);
+  set length(double newLen) {
+    final mult = newLen / length;
+    x *= mult;
+    y *= mult;
+    z *= mult;
+  }
+}
+
+bool approxEq(double x, double y) => abs(x - y) <= 1e-10;
+
+final point = Point(0, sqrt(2)/2, sqrt(2)/2);
+assert(approxEq(1.0, point.length));
+

                                                  implicit interfaces #

                                                  All classes define an implicit interface containing all its instance members and implemented interfaces.

                                                  // A person. The implicit interface contains greet().
+class Person {
+  // In the interface, but visible only in this library.
+  final String _name;
+
+  // Not in the interface, since this is a constructor.
+  Person(this._name);
+
+  // In the interface.
+  String greet(String who) => 'Hello, $who. I am $_name.';
+}
+
+// An implementation of the Person interface.
+class Impostor implements Person {
+  String get _name => '';
+
+  String greet(String who) => 'Hi $who. Do you know who I am?';
+}
+

                                                  extension methods #

                                                  extension methods == point-free function -> dot method

                                                  Extension methods are pure syntactic sugar. They let us define faux-methods on a type (using dot notation) when we would otherwise be restricted to a static point-free function. In the following example, we can use extension methods to make parseInt("123") into a faux-method on String, like "123".parseInt().

                                                  // point free version
+int parseInt(String s) => int.parse(s);
+
+// a named extension on String
+extension NumberParsing on String {
+  int parseInt() => int.parse(this);
+}
+
+// an unnamed, module-local extension
+extension on String {
+  int parseInt() => int.parse(this);
+}
+
+assert(int.parse("123") == 123);
+assert(parseInt("123") == 123);
+assert("123".parseInt() == 123);
+

                                                  You can't invoke extension methods on values with type dynamic.

                                                  If two modules provide two extension methods of the same name on the same type, you will need to either (1) hide the extension for one of the modules or (2) namespace one of the modules with as.

                                                  import "string_apis.dart"; // defs String.parseInt() extension
+import "string_apis_2.dart" hide NumberParsing2; // need to hide the second ext
+
+"42".parseInt();
+
                                                  import "string_apis.dart"; // defs NumberParsing ext
+import "string_apis_3.dart" as foo; // defs NumberParsing ext
+
+"42".parseInt(); // << ERROR
+NumberParsing("42").parseInt();
+foo.NumberParsing("42").parseInt();
+

                                                  enums #

                                                  Dart has basic C-style enums, like:

                                                  enum Color { red, green, blue }
+

                                                  There's also "enhanced enums" which are NOT like real discriminated unions. This feature just allows enums to have methods and a fixed set of fields shared across all variants.

                                                  Update(2023/07/14): dart 3 now includes sealed and final classes, plus exhaustive pattern matching. These two features let us mostly emulate real discriminated unions. For example, consider an enum like Rust's Result<T, E>:

                                                  pub enum Result<T, E> {
+  Ok(T),
+  Err(E),
+}
+

                                                  We can now mostly emulate this in dart 3:

                                                  sealed class Result<T, E> {
+  const Result();
+
+  T? get ok;
+  E? get err;
+}
+
+final class Ok<T, E>(this.ok) extends Result<T, E> {
+  const Ok(this.ok);
+
+  @override
+  final T ok;
+  @override
+  E? get err => null;
+}
+
+final class Err<T, E>(this.ok) extends Result<T, E> {
+  const Err(this.err);
+
+  @override
+  final E err;
+  @override
+  T? get ok => null;
+}
+

                                                  Using it isn't too bad with exhaustive pattern matching:

                                                  final Result<int, String> result = Ok(123);
+
+// using switch-expressions:
+
+final bool isOk123 = switch (result) {
+  Ok(:final ok) => ok == 123,
+  Err() => false,
+};
+
+assert(isOk123);
+
+// or switch-statements:
+
+final int value;
+switch (result) {
+  case Ok(:final ok):
+    value = ok;
+  case Err(:final err):
+    print("Error: $err");
+    return;
+}
+
+print("value = $value");
+// value = 123
+

                                                  mixins #

                                                  mixins are like abstract classes that can neither be extended nor constructed.

                                                  (philip): looking through dart-lang std, it appears that mixins are almost never used? even interface-only cases, like Comparable<T>, are just abstract classes. consumers provide the interface by e.g. class X implements Comparable<X>.

                                                  (philip): more std: main use case in std seems to be type-specialization? like "implement List<int> more efficiently for Uint8List".

                                                  enum Ordering { less, equal, greater }
+
+mixin PartialOrd<T> {
+  Ordering? partialCmp(T other);
+}
+
+mixin Ord<T> on PartialOrd<T> {
+  Ordering cmp(T other);
+}
+
+class BigInt with PartialOrd<BigInt>, Ord<BigInt> {
+  final List<int> limbs;
+
+  const BigInt() : this.limbs = const [];
+
+  @override
+  Ordering? partialCmp(BigInt other) => cmp(other);
+
+  @override
+  Ordering cmp(BigInt other) {
+    final lenThis = this.limbs.length;
+    final lenOther = other.limbs.length;
+
+    if (lenThis < lenOther) {
+      return Ordering.less;
+    } else if (lenThis > lenOther) {
+      return Ordering.greater;
+    } else {
+	  for (var i = lenThis - 1; i >= 0; i--) {
+        final limbThis = this.limbs[i];
+        final limbOther = other.limbs[i];
+
+        if (limbThis < limbOther) {
+          return Ordering.less;
+        } else if (limbThis > limbOther) {
+          return Ordering.greater;
+        }
+      }
+
+      return Ordering.equal;
+    }
+  }
+}
+

                                                  libraries # 

                                                  // dart-core packages are prefixed with "dart:"
+// like: `use std::collect::*;`
+import "dart:collection";
+// external packages are prefixed with "package:"
+// like: `use serde::de::*;`
+import "package:lib1/lib1.dart";
+
+// namespace import
+// like: `use std::collection as std_collection;`
+import "dart:collection" as stdCollection;
+
+// only import parts of library
+// like: `use std::collection::{VecDeque, BTreeMap};`
+import "dart:collection" show Queue, Set;
+
+// import all but hide some things
+import "dart::collection" hide Queue, Set;
+

                                                  async/await # 

                                                  Future<String> lookup() async => "123";
+Future<String> lookup() async => await http.fetch("google.com");
+

                                                  Dart uses a single-threaded async runtime, though you can spawn background workers with no shared state that communicate solely through message passing.

                                                  enable the unawaited_futures lint #

                                                  In stock dart, you can call async methods without awaiting them, which is super suprising to me. Enabling the unawaited_futures lint will tell the compiler to yell at you if you accidentally call an async method without awaiting it. This is like the #[must_use] attribute in Rust but only for dart's Futures.

                                                  Be sure to enable this lint early on in a project, since a lot of standard flutter code likes to play fast and loose with ignoring futures.

                                                  Note that there are some occasions where you want to call an async function but not await the returned future, like Navigator.push(), which actually returns a Future<T?> for the value the new route eventually yields when it Navigator.pop()s. In this particular case, the method synchronously pushes the new route onto the navigation stack and just returns a future for the popped value. If you don't care about the value, use the dart:async unawaited() function, which ignores the returned future:

                                                  unawaited(Navigator.push(context, route));
+

                                                  You should only use unawaited on a future if you're sure it won't return an error. If you don't care about the result regardless, you can use FutureExtensions.ignore like:

                                                  import 'dart:async' show FutureExtensions;
+
+Navigator.push(context, route).ignore();
+

                                                  Unfortunately, this lint only tells you about unawaited futures... in async code. Which is why you should also...

                                                  enable the discarded_futures lint #

                                                  This is like unawaited_futures but also works in sync code. It should be renamed to unawaited_futures_sync IMO. Or unawaited_futures should just work in both contexts...

                                                  \ No newline at end of file diff --git a/lang/flutter/flutter setup/index.html b/lang/flutter/flutter setup/index.html new file mode 100644 index 0000000000..707d4ca601 --- /dev/null +++ b/lang/flutter/flutter setup/index.html @@ -0,0 +1,165 @@ +flutter setup | philip's notes

                                                  flutter setup

                                                  2022-12-02 · 3 min read

                                                  prereqs #

                                                  1. (Optional, android) android cli setup
                                                  2. (Optional, iOS, macOS-only) ios setup
                                                  3. (macOS, apple silicon) sudo softwareupdate --install-rosetta --agree-to-license

                                                  install flutter #

                                                  https://docs.flutter.dev/get-started/install

                                                  $ git clone --branch="stable" \
+	https://github.com/flutter/flutter.git \
+	~/.local/flutter
+
+# ensure .bashrc contains these lines:
+#
+# ```
+# # Flutter
+# FLUTTER_HOME=$HOME/.local/flutter
+# export PATH=$PATH:$FLUTTER_HOME/bin
+# ```
+

                                                  setup flutter # 

                                                  # disable their pesky telemetry : )
+$ flutter config --suppress-analytics --no-analytics
+$ dart --disable-analytics
+
+# run the flutter sanity checker
+$ flutter doctor
+
+Doctor summary (to see all details, run flutter doctor -v):
+[!] Flutter (Channel unknown, 3.3.9, on Pop!_OS 22.04 LTS 6.0.6-76060006-generic, locale en_US.UTF-8)
+    ! Flutter version 3.3.9 on channel unknown at /home/phlip9/.local/flutter
+    ! Upstream repository unknown
+[✓] Android toolchain - develop for Android devices (Android SDK version 33.0.1)
+[✗] Chrome - develop for the web (Cannot find Chrome executable at google-chrome)
+    ! Cannot find Chrome. Try setting CHROME_EXECUTABLE to a Chrome executable.
+[✗] Linux toolchain - develop for Linux desktop
+    ✗ GTK 3.0 development libraries are required for Linux development.
+      They are likely available from your distribution (e.g.: apt install libgtk-3-dev)
+[!] Android Studio (not installed)
+[✓] Connected device (1 available)
+[✓] HTTP Host Availability
+
+! Doctor found issues in 4 categories.
+

                                                  Once you've setup your devices (e.g. android cli setup > (optional) setup wireless debugging on device), verify that flutter actually picks up the mobile device.

                                                  On my linux desktop:

                                                  $ flutter devices
+
+Pixel 5a (mobile) • android-arm64 • Android 13 (API 33)
+Linux (desktop) • linux-x64 • Pop!_OS 22.04 LTS
+

                                                  On my M1 MBP:

                                                  $ flutter devices
+3 connected devices:
+
+Pixel 5a (mobile) • android-arm64 • Android 13 (API 33)
+iPhone 14 Pro (mobile) • ios • iOS-16-2 (simulator)
+macOS (desktop) • macos • darwin-arm64 • macOS 13.1 darwin-arm
+

                                                  (linux pop_OS!) install libstdc++-12-dev #

                                                  If you want to run linux desktop apps:

                                                  $ sudo apt install libstdc++-12-dev
+

                                                  test sample app # 

                                                  $ flutter create --platforms android my_app
+$ cd my_app
+
+# this should build, install, and launch the sample app on your phone
+$ flutter run -d pixel
+$ flutter run -d iphone
+

                                                  editor (nvim) #

                                                  For all the nvim chads out there using coc.nvim, just do:

                                                  :CocInstall coc-flutter
+

                                                  Probably set "dart.showTodos": false in your coc-settings.json.

                                                  Maybe peep these keybinds too:

                                                  nnoremap <silent> <leader>fd :CocCommand flutter.devices<CR>
+nnoremap <silent> <leader>fr :CocCommand flutter.run<CR>
+nnoremap <silent> <leader>ft :CocCommand flutter.dev.hotRestart<CR>
+nnoremap <silent> <leader>fs :CocCommand flutter.dev.quit<CR>
+nnoremap <silent> <leader>fl :CocCommand flutter.dev.openDevLog<CR>
+

                                                  Now instead of running flutter run to build the app, just use <leader>fr or :CocCommand flutter.run. This will setup a live-reload session; whenever you save a .dart file, the app UI will live reload with any UI-related changes. State changes still need a "hot restart" (<leader>ft). Pretty sick though.

                                                  \ No newline at end of file diff --git a/lang/flutter/index.html b/lang/flutter/index.html new file mode 100644 index 0000000000..2e3dc75b78 --- /dev/null +++ b/lang/flutter/index.html @@ -0,0 +1,91 @@ +lang/flutter | philip's notes

                                                  lang/flutter

                                                  dart lang →

                                                  2022-12-05 · 12 min read

                                                  flutter setup →

                                                  2022-12-02 · 3 min read

                                                  \ No newline at end of file diff --git a/lang/gdb ref/index.html b/lang/gdb ref/index.html new file mode 100644 index 0000000000..4b7790d502 --- /dev/null +++ b/lang/gdb ref/index.html @@ -0,0 +1,124 @@ +gdb ref | philip's notes

                                                  gdb ref

                                                  2022-12-11 · 2 min read

                                                    run and immediately break at main # 

                                                    (gdb) start
+
+(gdb) help start
+Start the debugged program stopping at the beginning of the main procedure.
+You may specify arguments to give it.
+Args may include "*", or "[...]"; they are expanded using the
+shell that will start the program (specified by the "$SHELL" environment
+variable).  Input and output redirection with ">", "<", or ">>"
+are also allowed.
+

                                                    hexdump memory view # 

                                                    define xxd
+dump binary memory dump.bin $arg0 $arg0+$arg1
+shell xxd dump.bin
+end
+
                                                    (gdb) xxd buf.data_ptr 256
+00000000: 9c55 5555 0500 0000 785a 65e9 81fc 4510  .UUU....xZe...E.
+00000010: 0000 0000 0000 0000 0000 0000 0000 0000  ................
+00000020: 0000 0000 0000 0000 0000 0000 0000 0000  ................
+00000030: 0000 0000 0000 0000 0000 0000 0000 0000  ................
+00000040: 0000 0000 0000 0000 0000 0000 0000 0000  ................
+00000050: 0000 0000 0000 0000 0000 0000 0000 0000  ................
+00000060: 0000 0000 0000 0000 0000 0000 0000 0000  ................
+00000070: 0000 0000 0000 0000 0000 0000 0000 0000  ................
+00000080: 0000 0000 0000 0000 0000 0000 0000 0000  ................
+00000090: 0000 0000 0000 0000 0000 0000 0000 0000  ................
+000000a0: 0000 0000 0000 0000 0000 0000 0000 0000  ................
+000000b0: 0000 0000 0000 0000 0000 0000 0000 0000  ................
+000000c0: 0000 0000 0000 0000 0000 0000 0000 0000  ................
+000000d0: 0000 0000 0000 0000 0000 0000 0000 0000  ................
+000000e0: 0000 0000 0000 0000 0000 0000 0000 0000  ................
+000000f0: 0000 0000 0000 0000 0000 0000 0000 0000  ................
+

                                                    rust syntax # 

                                                    (gdb) p 0x55585380 as *mut u8
+

                                                    TUI mode #

                                                    Tired of pressing l (list)? Can't tell wtf is going on? Try TUI mode!

                                                    (gdb) tui enable
+

                                                    TUI Commands: https://sourceware.org/gdb/current/onlinedocs/gdb.html/TUI-Commands.html

                                                    TUI keybindings not working #

                                                    gdb's TUI mode has some keybindings (ex: <CTRL-X a> to open TUI, <Ctrl-X l> to clear screen).

                                                    However, if you're like me and have vi mode enabled in your ~/.inputrc, then these keybinds won't work unless you're in emacs mode. Fortunately there's a keybind to switch modes:

                                                    vi mode (normal) -> emacs mode: <Ctrl-e> emacs mode -> vi mode: <Ctrl-Alt-j>

                                                    TUI Keybindings: https://sourceware.org/gdb/current/onlinedocs/gdb.html/TUI-Keys.html

                                                    stdout filling screen with junk #

                                                    Repaint the TUI:

                                                    (gdb) <CTRL-l>
+
                                                    \ No newline at end of file diff --git a/lang/index.html b/lang/index.html new file mode 100644 index 0000000000..ea826b8460 --- /dev/null +++ b/lang/index.html @@ -0,0 +1,73 @@ +lang | philip's notes

                                                    lang

                                                    gdb ref →

                                                    2022-12-11 · 2 min read

                                                    koka-lang →

                                                    2021-12-31 · 1 min read

                                                    lua →

                                                    2021-12-03 · 7 min read

                                                    operator fixity and precedence →

                                                    2022-01-11 · 4 min read

                                                    \ No newline at end of file diff --git a/lang/koka-lang/index.html b/lang/koka-lang/index.html new file mode 100644 index 0000000000..f4af467c19 --- /dev/null +++ b/lang/koka-lang/index.html @@ -0,0 +1,94 @@ +koka-lang | philip's notes

                                                    koka-lang

                                                    2021-12-31 · 1 min read

                                                    Koka Book: https://koka-lang.github.io/koka/doc/book.html

                                                    • functions literally all the way down (mod some primitives)
                                                    • algebraic effects nicely integrated into the language at all levels
                                                    • first-class effect type, composes nicely, allows user-defined control flow, almost all control syntax (e.g. while, for, ..) is actually just functions + fun for ( start : int, end : int, action : (int) -> e ()) : e () + fun while( pred : () -> <div|e> bool, action : () -> <div|e> () ) : <div|e> () + note: <div|e> means polymorphic effect e union effect div (divergent, possibly non-terminating)
                                                    • universal dot call syntax! myint.double == double(myint)
                                                    • effects effectively specify an "interface" of handlers, which can be overridden
                                                    • very curious how extensive non-linear control flow affects performance : )
                                                    \ No newline at end of file diff --git a/lang/lua/index.html b/lang/lua/index.html new file mode 100644 index 0000000000..bb957d8eb8 --- /dev/null +++ b/lang/lua/index.html @@ -0,0 +1,367 @@ +lua | philip's notes

                                                    lua

                                                    2021-12-03 · 7 min read

                                                      Syntax # 

                                                      function foo(x)
+  -- <body>
+end
+
+-- local to the scope
+local function bar()
+  -- <body>
+end
+
+-- anonymous function (all fns are technically anonymous)
+local max = function (x, y)
+  return (a > b) and a or b
+end
+
+-- simulate "named" args
+function rename(args) do
+  os.rename(args.old, args.new)
+end
+-- can call w/o parens
+rename{ new = "perm.lua", old = "temp.lua" }
+
                                                      if x then
+  -- <case 1>
+elseif y then
+  -- <case 2>
+else
+  -- <case 3>
+end
+
                                                      while x do
+  -- <block>
+end
+
                                                      repeat
+  -- <block>
+until x
+
                                                      -- note end is _inclusive_
+for i = 1, 3 do
+  print(i)
+end
+
+-- output:
+-- > 1
+-- > 2
+-- > 3
+
                                                      for i = 3, 1, -1 do
+  print(i)
+end
+
+-- output:
+-- > 3
+-- > 2
+-- > 1
+
                                                      -- iterate over an _array_
+local a = { 1, 3, 5 }
+for i, x in ipairs(a) do
+  print(i, x)
+end
+
+-- output:
+-- > 1	1
+-- > 2	3
+-- > 3	5
+
                                                      -- iterate over a table (order not guaranteed)
+local a = { 1, 3, 5 }
+for i, x in ipairs(a) do
+  print(i, x)
+end
+
+-- output:
+-- > 1	10
+-- > 2	foo
+-- > x	5
+-- > y	3
+
                                                      -- creates a new scope
+do
+  -- <block>
+end
+
                                                      -- multiple assignment
+a, b = 10, 20
+
                                                      -- this is a block comment
+--[[
+print(x)
+--]]
+
                                                      -- new table
+x = {}
+x["foo"] = 5
+
                                                      -- array (note 1-indexed)
+local a = {}
+for i = 1, 5 do
+  a[i] = math.random(10)
+end
+

                                                      Semantics #

                                                      • undefined variables default to nil
                                                      • _ALL_CAPS variables are reserved for lua
                                                      • types: nil, boolean, number (double), string (immutable, just dumb byte vec), table (map type), function, userdata (opaque blobs from external libs), thread (but actually coroutine, not OS thread)
                                                      • all values are true except false and nil
                                                      • arrays are just tables with number keys
                                                      • variables are global by default, need to declare with local to restrict to lexical scoping
                                                      • arrays cannot have holes, but can be partially filled until used

                                                      Idioms # 

                                                      -- default value
+x = x or "default"
+

                                                      Strings # 

                                                      -- string concat
+"foo" .. " bar"
+
                                                      -- string length
+#"foo"
+
                                                      -- multiline strings
+escapes = [[
+  \f (form feed)
+  \n (newline)
+  \r (carriage return)
+]]
+print("|" .. escapes .. "|")
+
+-- output:
+-- > |  \f (form feed)
+-- >   \n (newline)
+-- >   \r (carriage return)
+-- > |
+

                                                      Arrays # 

                                                      -- remove last entry
+a[#a] = nil
+-- or
+table.remove(a, #a)
+
+-- append entry
+a[#a + 1] = "foo"
+-- or
+table.insert(a, #a + 1, "foo")
+
+-- insert (shifting other elts)
+table.insert(a, 1, "foo")
+
+-- sort
+table.sort({ 5, 3, 9, 1, 7})
+-- > { 1, 3, 5, 7, 9 }
+
+-- concat
+table.concat({ 1, 2, 3 }, " ")
+-- > "1 2 3"
+

                                                      Structs # 

                                                      point = { x = 10, y = 20 }
+print(point.x)
+

                                                      Iterators #

                                                      • an iterator is just a function with some local state. each time you call the function it returns the next value and nil when finished.

                                                      example:

                                                      -- returning a closure that modifies the outer fn args each call
+function fromto(a, b)
+  return function ()
+    if a > b then
+	  return nil
+	else
+	  a = a + 1
+	  return a - 1
+    end
+  end
+end
+
+for x in fromto(2, 5) do
+  print(x)
+end
+
+-- > 2
+-- > 3
+-- > 4
+-- > 5
+
                                                      • there are also stateless iterators
                                                      function fromto(a, b)
+  return function (state, seed)
+    if seed >= state then
+	  return nil
+	else
+	  return seed + 1
+	end
+  end, b, a - 1 -- notice the state, seed returned here
+end
+
                                                      • and "seedless" iterators
                                                      function fromto(a, b)
+  return function(state)
+    if state[1] > state[2] then
+	  return nil
+	else
+	  state[1] = state[1] + 1
+	  return state[1] - 1
+	end
+  end, { a, b } -- this is the initial state
+end
+

                                                      Errors #

                                                      expressing errors:

                                                      1. can return out, err, where out is nil if there was an error and err is an error message
                                                      2. can raise an exception with e.g. assert(cond) or error("error message") + error has an optional 2nd arg that specifies the "error-level", where error("..", 1) means "this function is to blame", error("..", 2) means "the calling function is to blame", error("..", 3) means the caller's caller, etc...

                                                      catching errors:

                                                      pcall(function, arg1, arg2, ..) will return ok, result where ok: boolean and result is the succesful output or the error message.

                                                      also

                                                      xpcall(
+	function ()
+	  -- do fallible thing
+	end,
+	function (err)
+	  -- handle error
+	end
+)
+

                                                      debug.traceback() returns the traceback as a string

                                                      Modules #

                                                      • modules are just tables
                                                      • some standard modules: table, io, string, math, os, coroutine, package, debug, all included in the prelude
                                                      • "import" a module with mymodule = require "mymodule"
                                                      • require searches package.path to find modules
                                                        • can (usually) modify the path with LUA_PATH env var
                                                        • lua replaces ";;" in the env var with the pre-compiled default
                                                        • the format is a series of ";" separated template strings, where "?" is replaced with the module name
                                                        • e.g., "/usr/local/share/lua/5.2/?.lua;/usr/local/share/lua/5.2/?/init.lua;./?.lua"
                                                        • lua replaces "." in the module name with platform path separator. used to import from packages with many modules

                                                      defining a module

                                                      -- file: complex.lua
+local complex = {}
+
+function complex.new(r, i)
+  return { real = r or 0, im = i or 0 }
+end
+
+complex.i = complex.new(0, 1)
+
+function complex.add(c1, c2)
+  return complex.new(c1.real + c2.real, c1.im + c2.im)
+end
+
+function complex.tostring(c)
+  return tostring(c.real) .. "+" .. tostring(c.im) .. "i"
+end
+
+return complex
+

                                                      Metatables #

                                                      • can set metatable for a table to override built-in behaviours, e.g., arithmetic, tostring, equality, iteration, call table as fn, etc...
                                                      • use setmetatable and getmetatable functions
                                                      • metamethods: __add, __sub, __mul, __div, __mod, __pow, __unm, __concat, __len, __eq, __lt, __le, __index, __newindex, __call, __tostring, __ipairs, __pairs, __gc
                                                      • __index and __newindex can be tables, used for single-inheritance OO

                                                      augmenting complex.lua defined above with metatables

                                                      local complex = {}
+local mt = {}
+
+function complex.new(r, i)
+  return setmetatable({ real = r or 0, im = i or 0 }, mt)
+end
+
+function complex.is_complex(c)
+  return getmetatable(c) == mt
+end
+
+complex.i = complex.new(0, 1)
+
+function complex.add(c1, c2)
+  return complex.new(c1.real + c2.real, c1.im + c2.im)
+end
+mt.__add = complex.add
+
+function complex.eq(c1, c2)
+  return (c1.real == c2.real) and (c1.im == c2.im)
+end
+mt.__eq = complex.eq
+
+function complex.norm(c)
+  return math.sqrt(c.real * c.real + c.im * c.im)
+end
+mt.__len = complex.norm
+
+function complex.tostring(c)
+  return tostring(c.real) .. "+" .. tostring(c.im) .. "i"
+end
+mt.__tostring = complex.tostring
+
+return complex
+

                                                      OO #

                                                      • using dot-notation doesn't add implicit self to call. you need to include it manually like obj.method(obj, args)
                                                      • to avoid this duplication, lua has colon-notation which adds this implicit self as the first arg: obj:method(args).
                                                      • declaring functions using a obj:method adds implicit self parameter
                                                      function point:norm()
+  return math.sqrt(self.x * self.x + self.y * self.y)
+end
+

                                                      can define prototype-style classes

                                                      local Complex = {}
+Complex.__index = Complex
+
+function Complex:new(r, i)
+  return setmetatable({ real = r or 0, im = i or 0 }, self)
+end
+
+function Complex:norm()
+  return math.sqrt(self.real * self.real + self.im * self.im)
+end
+
+-- etc...
+
+return Complex
+

                                                      adding other fields to Complex makes them default values for new instances

                                                      local Complex = { real = 0, im = 0 }
+

                                                      single inheritance (Point extends Shape)

                                                      local Shape = {}
+Shape.__index = Shape
+
+function Shape:new(x, y)
+  return setmetatable({ x = x, y = y }, self)
+end
+
+function Shape:move(dx, dy)
+  self.x = self.x + dx
+  self.y = self.y + dy
+end
+
+return Shape
+
                                                      local Shape = require "shape"
+local Point = setmetatable({}, Shape)
+Point.__index = Point
+
+function Point:area()
+  return 0
+end
+
+return Point
+
                                                      local Point = require "point"
+p = Point:new(5, 10)
+print(p:area())
+-- > 0
+p:move(-3, 7)
+print(p.x, p.y)
+-- > 2    17
+

                                                      this is a simple version of OO in lua (there are more sophisticated versions). some disadvantages of this approach: 1. class methods (e.g. new) visible in instance namespace, 2. metamethods are not automatically inherited (need to be explicitly set)

                                                      \ No newline at end of file diff --git a/lang/operator fixity and precedence/index.html b/lang/operator fixity and precedence/index.html new file mode 100644 index 0000000000..0ef3738c73 --- /dev/null +++ b/lang/operator fixity and precedence/index.html @@ -0,0 +1,143 @@ +operator fixity and precedence | philip's notes

                                                      operator fixity and precedence

                                                      2022-01-11 · 4 min read

                                                        You come across a Haskell/Idris/LEAN file littered with custom operators (read "delicious operator soup"):

                                                        parseJson = withObject "Foo" $
+    \v -> Foo <$> v .:  "name"
+              <*> v .:  "owner"
+              <*> v .:  "deadline"
+              <*> v .:  "status"
+              <*> v .:? "reco"
+              <*> v .:  "benefit"
+              <*> v .:  "cost"
+              <*> v .:  "residual"
+

                                                        How do you parse this without tearing your eyes out?

                                                        If setting fire to your computer and becoming a wheat farmer doesn't sound like a viable career path, then you should start by finding the list of operators for your language. Here are the ones defined in Idris' prelude:

                                                        module Prelude.Ops
+
+-- Numerical operators
+infix 6 ==, /=, <, <=, >, >=
+infixl 8 +, -
+infixl 9 *, /
+
+-- Boolean operators
+infixr 5 &&
+infixr 4 ||
+
+-- List and String operators
+infixr 7 ::, ++
+infixl 7 :<
+
+-- Functor/Applicative/Monad/Algebra operators
+infixl 1 >>=, =<<, >>, >=>, <=<, <&>
+infixr 2 <|>
+infixl 3 <*>, *>, <*
+infixr 4 <$>, $>, <$
+infixl 8 <+>
+
+-- Utility operators
+infixr 9 ., .:
+infixr 0 $
+
+infixl 9 `div`, `mod`
+

                                                        and the documentation for infix(r|l):

                                                        > :doc infix
+Fixity declarations:
+
+  Operators can be assigned a priority level and associativity.
+  During parsing operators with a higher priority will collect their
+  arguments first and the declared associativity will inform how subterms
+  are grouped.
+
+  For instance the expression `a + b * c * d + e` is parsed as
+
+  `(a + ((b * c) * d)) + e` because:
+    `(+)` is at level 8 and associates to the left
+    `(*)` is at level 9 and associates to the left
+

                                                        To understand how these expressions are parsed, we need to understand the properties of all operators.

                                                        1. Arity (the number of inputs)
                                                        2. Fixity (infix, prefix, postfix)
                                                        3. Associativity (how parentheses are placed)
                                                        4. Precedence (the order of operations between different operators)

                                                        Arity #

                                                        Operator arity refers to the number of inputs of an operator. The most common arities with some examples:

                                                        1. Nullary (zero inputs): less of an operator and more of a constant.
                                                        2. Unary (one input): e.g., boolean negation ! or bitwise-not ~.
                                                        3. Binary (two inputs): e.g., arithmetic +,-,*,/

                                                        Fixity #

                                                        Operator fixity describes the operator's position in the list of arguments. There are three fixities:

                                                        1. Prefix (operator comes before arguments): e.g., typical function application plus 3 4 or forced prefix form (+) 3 4
                                                        2. Infix (operator comes between arguments): e.g., all arithmetic 3 + 4
                                                        3. Postfix (operator comes after arguments): e.g., RPN (Reverse Polish Notation) or concatinative languages 3 4 +

                                                        Associativity #

                                                        Operator associativity determines how the inner-most parentheses are placed when parsing an expression with the same operator (or same precedence).

                                                        For example, if you have the expression a ◯ b ◯ c ◯ d with some operator ◯, there are 5 ways we can parse it:

                                                        1. ((a ◯ b) ◯ c) ◯ d <-- left associative
                                                        2. a ◯ (b ◯ (c ◯ d)) <-- right associative
                                                        3. (a ◯ b) ◯ (c ◯ d)
                                                        4. a ◯ ((b ◯ c) ◯ d)
                                                        5. (a ◯ (b ◯ c)) ◯ d

                                                        In other words, left associative means we place the inner-most parentheses around the left-most pair, while right associative prefers the right-most pair.

                                                        Operators can also be non-associative, which means a ◯ b ◯ c should fail to parse. An example would be relational operators like x <= y <= z, since (x <= y) <= z would fail to type check, as you would be comparing a boolean to a z.

                                                        Precedence #

                                                        Operator precedence allows us to parse expressions containing multiple different operators without ambiguity. Precedence is a number; higher numbers mean higher priority when parsing.

                                                        I like to imagine parsing precedence for an expression in passes. The first pass we parse only operators of precedence 10. The next pass parses precedence 9, and so on. In each pass we ignore all operators below the current precedence level.

                                                        From school, we know that * has a higher precedence than +. In Idris2 you can see * has precedence 9 while + has precedence 8. Consequently, the expression 100 - 5 * 9 + 111 is parsed like

                                                           base expr:    100 - 5 * 9 + 111
+precedence 9:   100 - (5 * 9) + 111
+precedence 8:  (100 - (5 * 9)) + 111
+
                                                        \ No newline at end of file diff --git a/lang/rust/index.html b/lang/rust/index.html new file mode 100644 index 0000000000..86965ebb88 --- /dev/null +++ b/lang/rust/index.html @@ -0,0 +1,91 @@ +lang/rust | philip's notes

                                                        lang/rust

                                                        optimizing binary size →

                                                        2022-02-20 · 6 min read

                                                        rr with rust →

                                                        2022-07-30 · 4 min read

                                                        rust verification tools →

                                                        2022-01-13 · 1 min read

                                                        rust x SGX →

                                                        2022-02-17 · 1 min read

                                                        self-referencing structs →

                                                        2022-04-06 · 1 min read

                                                        sycamore x futures →

                                                        2022-03-29 · 2 min read

                                                        understanding sycamore reactivity →

                                                        2022-03-29 · 2 min read

                                                        \ No newline at end of file diff --git a/lang/rust/optimizing binary size/index.html b/lang/rust/optimizing binary size/index.html new file mode 100644 index 0000000000..ac2d4f6ce6 --- /dev/null +++ b/lang/rust/optimizing binary size/index.html @@ -0,0 +1,307 @@ +optimizing binary size | philip's notes

                                                        optimizing binary size

                                                        2022-02-20 · 6 min read

                                                        Setup # 

                                                        # for running cargo bloat
+$ RUSTFLAGS="-C target-cpu=native" c install cargo-bloat
+
+# for running cargo size (among other things)
+$ rustup component add llvm-tools-preview
+$ rustup +nightly component add llvm-tools-preview # (for strip=symbols)
+$ RUSTFLAGS="-C target-cpu=native" c install cargo-binutils
+

                                                        TL;DR # 

                                                        # compile and sort functions by binary size
+$ cargo bloat --release -n 100
+
+# only like 20-25% of the binary size seems to be our code or other relevant
+# stuff like ndarray. The rest seems to be mostly panic and fmt
+# infrastructure...
+
+# compile and sort crates by binary size
+$ cargo bloat --release --crates
+
+# print the size of each section in the binary
+$ cargo size --bin my-bin --release -- -A
+
+# if you already have a built rust binary, you can run
+# rust-size directly:
+$ rust-size -A target/release/my-bin
+
+# rust-size with nice sorted and human-readable output:
+$ rust-size -A target/release/my-bin \
+	| tail -n +2 \
+	| sort --numeric-sort --key=2 \
+	| numfmt --header=3 --to=iec-i --suffix=B --field=2
+
+# strip debug info and all symbols (requires nightly) then print section size
+$ RUSTFLAGS="-Z strip=symbols -C target-cpu=native" cargo +nightly \
+	size --bin my-bin --release -- -A
+
+# before: 1.8 MiB! looking at the sections, it's mostly debug info.
+# "-Z strip=symbols" brings this down to like 330-400 KiB (depending on
+# other flags etc...)
+
+# TODO: cargo-binutils also installed `cargo strip`; maybe that's helpful?
+

                                                        Cargo.toml # 

                                                        [profile.release]
+codegen-units = 1
+lto = true
+panic = "abort"
+# opt-level = "s" # optimize for size, but still unroll
+# opt-level = "z" # optimize for size, no unrolling at all
+opt-level = 3
+debug = 0
+

                                                        Compile std with panic = "abort" #

                                                        • shaves off maybe 150 KiB?
                                                        • removes a decent chunk of the backtrace/unwind infrastructure
                                                        # .cargo/config.toml
+[unstable]
+build-std = ["std", "panic_abort"]
+build-std-features = [] # <- turns off backtrace+unwind features
+

                                                        WASM #

                                                        https://rustwasm.github.io/twiggy/

                                                        Example: fixing bloat #

                                                        Let me just run a quick smoketest (which depends on almost every crate in the monorepo)...

                                                        $ cargo test -p smoketest
+# ..
+    Finished test [unoptimized + debuginfo] target(s) in 1m 28s
+     Running unittests src/lib.rs (target/debug/deps/smoketest-bd637d7668a0b714)
+# ..
+

                                                        Man that sure took a while to link, I wonder how big the binary is?

                                                        $ ls -lah target/debug/deps/smoketest-bd637d7668a0b714
+-rwxrwxr-x 1 phlip9 phlip9 880M May  4 11:19 target/debug/deps/smoketest-bd637d7668a0b714
+

                                                        JESUS. RIP MY SSD.

                                                        $ rustup component add llvm-tools-preview
+$ rust-size -A target/debug/deps/smoketest-bd637d7668a0b714 \
+	| tail -n +2 \
+	| sort --numeric-sort --key=2 \
+	| numfmt --header=3 --to=iec-i --suffix=B --field=2
+section                     size       addr
+.fini_array                    8   63669912
+.fini                         13   52345408
+.init_array                   16   63669896
+.plt.got                     24B    3608704
+.init                        27B    3608576
+.interp                      28B        848
+.note.ABI-tag                32B        948
+.note.gnu.property           32B        880
+.debug_gdb_scripts           34B   55423896
+.note.gnu.build-id           36B        912
+.comment                     43B          0
+.gnu.hash                    48B        984
+.tdata                       72B   63669824
+.plt                         96B    3608608
+.rela.plt                   120B    3605536
+.gnu.version                318B       7088
+.gnu.version_r              432B       7408
+.dynamic                    544B   64809064
+.tbss                       696B   63669896
+.bss                      2.1KiB   65535456
+.dynstr                   2.2KiB       4848
+.dynsym                   3.8KiB       1032
+.debug_macro               12KiB          0
+.data                      24KiB   65511424
+.got                      686KiB   64809608
+.data.rel.ro              1.1MiB   63669920
+.gcc_except_table         1.4MiB   62213696
+.eh_frame_hdr             1.5MiB   55423932
+.debug_abbrev             2.3MiB          0
+.rodata                   3.0MiB   52346880
+.rela.dyn                 3.5MiB       7840
+.debug_loc                3.5MiB          0
+.debug_aranges            4.9MiB          0
+.eh_frame                 5.1MiB   56953128
+.debug_ranges              15MiB          0
+.debug_line                28MiB          0
+.text                      47MiB    3608768
+.debug_pubnames           112MiB          0
+.debug_str                175MiB          0
+.debug_info               175MiB          0
+.debug_pubtypes           275MiB          0
+Total                     851MiB
+

                                                        WTF IS GOING ON WITH THE .debug_pubtypes SECTION???

                                                        Ok ok, let's take a look at what we're working with...

                                                        $ sudo apt install dwarfdump
+
+$ dwarfdump --print-type --format-suppress-offsets target/debug/deps/smoketest-bd637d7668a0b714 \
+	| head -n 10
+
+.debug_pubtypes
+ 'ErrorData<alloc::boxed::Box<std::io::error::Custom, alloc::alloc::Global>>'
+ 'alloc::boxed::Box<std::io::error::Custom, alloc::alloc::Global>'
+ 'alloc::boxed::Box<(dyn core::error::Error + core::marker::Send + core::marker::Sync), alloc::alloc::Global>'
+ 'Result<(), std::io::error::Error>'
+ 'NonNull<u8>'
+ 'u8'
+ 'SimpleMessage'
+ 'ErrorKind'
+

                                                        How many types we got?

                                                        $ dwarfdump --print-type --format-suppress-offsets target/debug/deps/smoketest-bd637d7668a0b714 \
+	| wc -l
+	| numfmt --to=si
+2.3M
+

                                                        Maybe there's some giga types?

                                                        $ dwarfdump --print-type --format-suppress-offsets target/debug/deps/smoketest-bd637d7668a0b714 \
+	| awk '{ print length, $0 }' \
+	| sort -n -r \
+	> smoketest_debug_pubtypes
+
+$ head -n 10 smoketest_debug_pubtypes
+72011  '{closure_env#0}<&str, &str, n ..
+71962  '&mut (nom::sequence::terminat ..
+71957  '(nom::sequence::terminated::{ ..
+71957  '(nom::sequence::terminated::{ ..
+66740  '&mut nom::branch::alt::{closu ..
+66717  '{closure_env#0}<&str, &str, n ..
+66717  '{closure_env#0}<&str, &str, n ..
+66668  '&mut (nom::sequence::terminat ..
+66663  '(nom::sequence::terminated::{ ..
+66663  '(nom::sequence::terminated::{ ..
+

                                                        Ok despite nom taking to top 10, it looks like the primary culprit is my arch nemesis warp. CURSE YOU WARP AND YOUR COMPOSABLE GENERICS.

                                                        Let's see what proportion of our .debug_pubtypes is warp...

                                                        $ cat smoketest_debug_pubtypes \
+	| cut -d " " -f1 - \
+	| awk '{sum += $1} END {print sum}' \
+	| numfmt --to=iec-i --suffix=B
+271MiB
+
+$ grep "nom" smoketest_debug_pubtypes \
+	| cut -d " " -f1 - \
+	| awk '{sum += $1} END {print sum}' \
+	| numfmt --to=iec-i --suffix=B
+3.3MiB
+
+$ grep "warp" smoketest_debug_pubtypes \
+	| cut -d " " -f1 - \
+	| awk '{sum += $1} END {print sum}' \
+	| numfmt --to=iec-i --suffix=B
+82MiB
+
+$ grep "lightning" smoketest_debug_pubtypes \
+	| cut -d " " -f1 - \
+	| awk '{sum += $1} END {print sum}' \
+	| numfmt --to=iec-i --suffix=B
+45MiB
+
+$ grep "proptest" smoketest_debug_pubtypes \
+	| cut -d " " -f1 - \
+	| awk '{sum += $1} END {print sum}' \
+	| numfmt --to=iec-i --suffix=B
+5MiB
+
+$ grep "Vec" smoketest_debug_pubtypes \
+	| cut -d " " -f1 - \
+	| awk '{sum += $1} END {print sum}' \
+	| numfmt --to=iec-i --suffix=B
+71MiB
+
+$ grep "hyper" smoketest_debug_pubtypes \
+	| cut -d " " -f1 - \
+	| awk '{sum += $1} END {print sum}' \
+	| numfmt --to=iec-i --suffix=B
+95MiB
+
+$ grep "tokio" smoketest_debug_pubtypes \
+	| cut -d " " -f1 - \
+	| awk '{sum += $1} END {print sum}' \
+	| numfmt --to=iec-i --suffix=B
+95MiB
+

                                                        A bunch of duplicates...

                                                        Checking out the .debug_str section:

                                                        $ dwarfdump --print-strings --format-suppress-offsets target/debug/deps/smoketest-bafe2762ec60a400 | sort --numeric-sort --key=3 | cut -b -80 | tail -n 10
+name: length 67206 is 'pin<futures_util::future::try_future::into_future::IntoFu
+name: length 67220 is 'get_unchecked_mut<futures_util::future::try_future::into_
+name: length 67222 is 'leak<alloc::sync::ArcInner<warp::filter::boxed::BoxingFil
+name: length 67229 is 'from<futures_util::future::try_future::into_future::IntoF
+name: length 67233 is 'into_pin<futures_util::future::try_future::into_future::I
+name: length 67240 is 'new<alloc::boxed::Box<alloc::sync::ArcInner<warp::filter:
+name: length 67257 is 'new_unchecked<alloc::boxed::Box<futures_util::future::try
+name: length 71736 is 'choice<&str, &str, nom::error::Error<&str>, nom::sequence
+name: length 134431 is 'into<&mut alloc::sync::ArcInner<warp::filter::boxed::Box
+name: length 134508 is 'into<alloc::boxed::Box<futures_util::future::try_future:
+
                                                        \ No newline at end of file diff --git a/lang/rust/rr with rust/index.html b/lang/rust/rr with rust/index.html new file mode 100644 index 0000000000..0f55a9794a --- /dev/null +++ b/lang/rust/rr with rust/index.html @@ -0,0 +1,154 @@ +rr with rust | philip's notes

                                                        rr with rust

                                                        2022-07-30 · 4 min read

                                                        github: https://github.com/rr-debugger/rr site: https://rr-project.org/

                                                        what #

                                                        • rr is a lightweight tool for recording, replaying, and debugging applications.
                                                        • rr records deterministic traces of the entire program execution (including all child processes and spawned threads), which can be replayed many times or even run in reverse.
                                                        • rr models a single-threaded machine. It creates a deterministic trace by intercepting and recording all Linux syscalls for later replay. rr also controls the thread and process scheduling so we can even determinstically replay concurrent programs.

                                                        why #

                                                        • you have a flaky concurrency bug that only manifests occasionally.
                                                          • ==> use rr to record 1000s of execution traces (also try --chaos mode!) until a lucky one finally triggers the bug. Later, replay the failing trace as many times as you please.
                                                        • if you're like me, you're terrible at setting breakpoints.
                                                          • ==> with rr you can just replay the same exact execution with better breakpoints; no state changing under your feet between runs.
                                                        • you have a backtrace but the offending code isn't in any of the backtrace frames
                                                          • ==> just execute the program backwards until you hit the problem.
                                                        • your fuzzer sometimes finds a bug after 10 hr, but when you run again the bug ain't there
                                                          • ==> run your fuzzers inside rr. when the fuzzer hits a bug, you can easily replay it.

                                                        Better yet, use rr as a general purpose gdb enhancement : )

                                                        requirements #

                                                        • Linux kernel >= 3.11
                                                          • Works inside a VM if the VM supports virtualization of hardware perf counters. (incl. VMware and KVM; does not incl. Xen).
                                                        • One of:

                                                        setup # 

                                                        $ sudo apt install rr
+

                                                        You will also need gdb installed, since rr replay is "just" a wrapper around gdb.

                                                        $ sudo apt install gdb
+

                                                        When debugging rust code, there are a few extra command flags that rr needs. Tests are also slightly more annoying to debug, since cargo runs your test binary in a sub-process. The cargo rr tool makes the debugging process painless.

                                                        $ cargo install cargo-rr
+

                                                        record a trace for deterministic replay # 

                                                        # Record a test
+$ cargo rr test my_failing_test
+
+# Record a binary
+$ cargo rr run --bin=foo -- --arg=bar
+

                                                        NOTE: if you get an error message like rr needs /proc/sys/kernel/perf_event_paranoid <= 1, but it is 2. then try:

                                                        $ echo 1 | sudo tee /proc/sys/kernel/perf_event_paranoid
+

                                                        replay last trace # 

                                                        $ cargo rr replay
+

                                                        If you prefer a more visual debugging experience and hate the letter l, try the TUI debugger:

                                                        (rr) <CTRL-X a>
+
+# if that doesn't work, try
+(rr) tui enable
+

                                                        See: gdb ref > TUI keybindings not working

                                                        debugging #

                                                        Debugging with rr looks the same as debugging with gdb, except you have a few extra commands for executing backwards.

                                                        (rr) help reverse-continue
+reverse-continue, rc
+Continue program being debugged but run it in reverse.
+If proceeding from breakpoint, a number N may be used as an argument,
+which means to set the ignore count of that breakpoint to N - 1 (so that
+the breakpoint won't break until the Nth time it is reached).
+
+(rr) help reverse-step
+reverse-step, rs
+Step program backward until it reaches the beginning of another source line.
+Argument N means do this N times (or till program stops for another reason).
+
+(rr) help reverse-next
+reverse-next, rn
+Step program backward, proceeding through subroutine calls.
+Like the "reverse-step" command as long as subroutine calls do not happen;
+when they do, the call is treated as one instruction.
+Argument N means do this N times (or till program stops for another reason).
+
+...
+
+(rr) help r<TAB>
+rbreak                    return                    rr-history-push
+rc                        reverse-continue          rr-hook-run
+record                    reverse-finish            rr-set-suppress-run-hook
+refresh                   reverse-next              rr-where
+remote                    reverse-nexti             rsi
+remove-inferiors          reverse-search            run
+remove-symbol-file        reverse-step              running
+restart                   reverse-stepi             rwatch
+restore                   rni
+

                                                        misc #

                                                        \ No newline at end of file diff --git a/lang/rust/rust verification tools/index.html b/lang/rust/rust verification tools/index.html new file mode 100644 index 0000000000..d0f6e222f3 --- /dev/null +++ b/lang/rust/rust verification tools/index.html @@ -0,0 +1,109 @@ +rust verification tools | philip's notes

                                                        rust verification tools

                                                        2022-01-13 · 1 min read

                                                        Rudra #

                                                        Github: https://github.com/sslab-gatech/Rudra

                                                        Rudra is a static analyzer to detect common undefined behaviors in Rust programs. It is capable of analyzing single Rust packages as well as all the packages on crates.io.

                                                        Prusti #

                                                        Github: https://github.com/viperproject/prusti-dev

                                                        Prusti is a prototype verifier for Rust, built upon the Viper verification infrastructure.

                                                        By default Prusti verifies absence of integer overflows and panics by proving that statements such as unreachable!() and panic!() are unreachable. Overflow checking can be disabled with a configuration flag, treating all integers as unbounded. In Prusti, the functional behaviour of a function can be specified by using annotations, among which are preconditions, postconditions, and loop invariants. The tool checks them, reporting error messages when the code does not adhere to the provided specification.

                                                        MIRAI #

                                                        Github: https://github.com/facebookexperimental/MIRAI

                                                        MIRAI is an abstract interpreter for the Rust compiler's mid-level intermediate representation (MIR). It is intended to become a widely used static analysis tool for Rust.

                                                        \ No newline at end of file diff --git a/lang/rust/rust x SGX/index.html b/lang/rust/rust x SGX/index.html new file mode 100644 index 0000000000..7497dfe240 --- /dev/null +++ b/lang/rust/rust x SGX/index.html @@ -0,0 +1,109 @@ +rust x SGX | philip's notes

                                                        rust x SGX

                                                        2022-02-17 · 1 min read

                                                        Trusted Compute with Rust and SGX (Tutorial) Video

                                                        Teaclave SGX SDK Teaclave Github

                                                        signalapp/sgx_common

                                                        rust-lang/rust - std::sys::sgx

                                                        fortanix/rust-sgx edp.fortanix.com

                                                        \ No newline at end of file diff --git a/lang/rust/self-referencing structs/index.html b/lang/rust/self-referencing structs/index.html new file mode 100644 index 0000000000..bb31250199 --- /dev/null +++ b/lang/rust/self-referencing structs/index.html @@ -0,0 +1,112 @@ +self-referencing structs | philip's notes

                                                        self-referencing structs

                                                        2022-04-06 · 1 min read

                                                        yoke #

                                                        ouroboros #

                                                        gsrs - UNMAINTAINED #

                                                        rental - DEPRECATED #

                                                        \ No newline at end of file diff --git a/lang/rust/sycamore x futures/index.html b/lang/rust/sycamore x futures/index.html new file mode 100644 index 0000000000..bc32dfc4a5 --- /dev/null +++ b/lang/rust/sycamore x futures/index.html @@ -0,0 +1,116 @@ +sycamore x futures | philip's notes

                                                        sycamore x futures

                                                        2022-03-29 · 2 min read

                                                        Can use gloo / gloo_timers crate for web-compatible futures. For example, gloo_timers::sleep(duration) -> TimeoutFuture.

                                                        Spawn a future on the current thread. Must be 'static and so can't contain any ScopeRefs or w/e:

                                                        sycamore::futures::spawn_local(future)
+

                                                        Spawn a !Send future (which can contain ScopeRefs) using ctx.spawn_future:

                                                        use sycamore::futures::ScopeSpawnFuture;
+
+ctx.spawn_future(future);
+

                                                        Convert a Future<U> to a Signal<U> using ctx.create_resource:

                                                        use sycamore::futures::ScopeFuturesExt;
+
+ctx.create_resource(future);
+

                                                        Web Workers #

                                                        Like threads for browser (but worse lol). No shared memory allowed; only serialized message passing. Workers can't manipulate the DOM.

                                                        1. SharedWorkers (also "Public" workers) are a special kind of worker that can be accessed from multiple browser windows, tabs, or other workers. There can only exist one instance at a time.
                                                        2. "Private" workers can be fired up and down at-will. Good for farming out work.

                                                        Communicating with workers:

                                                        1. Bridges allow bidi comms b/w worker and component (or other workers).
                                                        2. Dispatchers allow uni comms from component to worker.
                                                        \ No newline at end of file diff --git a/lang/rust/understanding sycamore reactivity/index.html b/lang/rust/understanding sycamore reactivity/index.html new file mode 100644 index 0000000000..731835f0a6 --- /dev/null +++ b/lang/rust/understanding sycamore reactivity/index.html @@ -0,0 +1,129 @@ +understanding sycamore reactivity | philip's notes

                                                        understanding sycamore reactivity

                                                        2022-03-29 · 2 min read

                                                        Docs: https://sycamore-rs.netlify.app/docs/basics/reactivity

                                                        Whenever reactivity is used, there must be a reactive scope.

                                                        What is a reactive scope? Ex: Scope provides a reactive scope.

                                                        A Signal wraps a value and lets you listen for changes to that value.

                                                        To actually listen on a Signal, you need to call signal.get() inside a listener scope (which is not the same as a reactive scope).

                                                        Notably, #[component] function bodies do not provide a listener scope, so calling signal.get() in a component won't re-render the component if the signal changes. However, the view! { ctx, _ } macro body provides an implicit listener scope when interpolating.
                                                        methodargsreturnsdescription
                                                        ctx.create_effectFnMut()()calls closure when a signal changes (signal.get() must be called in the closure to register it). used to impl most other methods here
                                                        ctx.create_memoFnMut() -> U&ReadSignal<U>calls closure when a registered signal changes and wraps the return value as a derived signal.
                                                        ctx.create_selectorFnMut() -> U&ReadSignal<U>calls closure when a registered signal changes. like create_memo but the derived signal only notifies if the return value is actually different from the previous value (Note: U must impl PartialEq).
                                                        ctx.create_reducerU, FnMut(&U, Msg) -> U(&ReadSignal<U>, Fn(Msg))calls closure whenver the message handler Fn(Msg) gets called. kind of like an async fold, where the closure is an actor message handler.
                                                        signal.mapctx, FnMut(&T) -> U&ReadSignal<U>calls closure with signal value whenever signal changes. returns derived signal with return value.

                                                        For (all?) of the above methods, we always call the closure once initially. This also allows us to observe all the signal.get()s inside the closure, which we need to register which signals to listen on.

                                                        For example, to see how reactivity works with the view! macro, we can look at how it (approximately) is expanded:

                                                        // before expansion
+let state = ctx.create_signal(0);
+view! { ctx,
+	p {
+		(state.get())
+	}
+}
+
+// after expansion
+let state = ctx.create_signal(0);
+{
+    let element = GenericNode::element(p);
+    let text = GenericNode::text(String::new());
+	// Update text when `state` changes.
+    ctx.create_effect(move || {
+        text.update_text(Some(&state.get()));
+	});
+    element.append(&text);
+    element
+}
+

                                                        As you can see, interpolations happen inside an implicit create_effect, which does not happen for signals retrieved outside a view! macro.

                                                        \ No newline at end of file diff --git a/main.css b/main.css new file mode 100644 index 0000000000..20183e7e6b --- /dev/null +++ b/main.css @@ -0,0 +1,6 @@ +/*! + * Bootstrap v5.0.0-beta3 (https://getbootstrap.com/) + * Copyright 2011-2021 The Bootstrap Authors + * Copyright 2011-2021 Twitter, Inc. + * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) + */:root{--bs-blue: #0d6efd;--bs-indigo: #6610f2;--bs-purple: #45458c;--bs-pink: #d63384;--bs-red: #dc3545;--bs-orange: #fd7e14;--bs-yellow: #ffe000;--bs-green: #198754;--bs-teal: #20c997;--bs-cyan: #0dcaf0;--bs-white: #fff;--bs-gray: #6c757d;--bs-gray-dark: #343a40;--bs-primary: #45458c;--bs-secondary: #6c757d;--bs-success: #198754;--bs-info: #0dcaf0;--bs-warning: #ffe000;--bs-danger: #dc3545;--bs-light: #fbfffe;--bs-dark: #1e1e21;--bs-font-sans-serif: "Source Sans Pro", system-ui, -apple-system, "Segoe UI", Roboto, "Helvetica Neue", Arial, "Noto Sans", 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li>input[type=checkbox]{display:none}#table-of-contents ul{padding-left:0.75rem;margin-top:0.75rem;margin-bottom:0.75rem;list-style:none}#table-of-contents>ul{padding-left:0}#table-of-contents>ul>li>ul{padding-left:0;padding-top:0.0rem;margin-top:0.75rem}#table-of-contents li{margin-top:0.75rem;margin-bottom:0.75rem} diff --git a/management/index.html b/management/index.html new file mode 100644 index 0000000000..30baae36a6 --- /dev/null +++ b/management/index.html @@ -0,0 +1,73 @@ +management | philip's notes

                                                        management

                                                        relieve often - why generals were more successful in WWII →

                                                        2022-01-11 · 2 min read

                                                        \ No newline at end of file diff --git a/management/relieve often - why generals were more successful in WWII/index.html b/management/relieve often - why generals were more successful in WWII/index.html new file mode 100644 index 0000000000..c0e3676791 --- /dev/null +++ b/management/relieve often - why generals were more successful in WWII/index.html @@ -0,0 +1,94 @@ +relieve often - why generals were more successful in WWII | philip's notes

                                                        relieve often - why generals were more successful in WWII

                                                        2022-01-11 · 2 min read

                                                          Source: https://www.youtube.com/watch?v=AxZWxxZ2JGE

                                                          Thesis: During WWII, commanders were relieved early and often. Afterwards, tacit policy of never firing, never relieving, and frequent deployment rotation leads to culture of stagnation and risk-aversion.

                                                          • Marshall was sworn into office on the eve of WWII. He knew the US was unprepared and the existing general staff was too old and incompetant--he fired almost all of them.
                                                          • Command expected results from new commanders in 60-90 days. If you fail to deliver, you are relieved (NOT fired, but effectively demoted or reshuffled). + Is relief like moving laterally inside Corp? Usually lateral movement is employee initiated, but can also be "suggested" by manager, so maybe different. + Engineers and managers usually move laterally every 1-3 years. Fresh problems, fresh people--keeps one from getting comfortable.
                                                          • Claim: as relief becomes more commonplace, it feels less like a punishment.
                                                          • Relieved commanders could often regain or exceed their old positions in only a year if they had success again.
                                                          • Use relief as a tool to prevent complacency--if you notice someone just coasting, relieve them. Need to keep them engaged.
                                                          • Two extremes of management: micromanagement vs complete autonomy. Relief is the price of autonomy. Relief allows managerial "liquidity", like a credit card. You are given a loan of autonomy with the price (relief) due in 60-90 days if you don't succeed. + Imagine in Corp you get a manager promo / extra headcount / project lead for a half, then reshuffled if you don't hit success criteria. + Claim: prevents the Peter Principle (every employee rises to their level of incompetence) by facilitating quick level promotions (to find their plateau) then quickly relieving once you've exceeded their plateau.
                                                          \ No newline at end of file diff --git a/misc/arm target triples/index.html b/misc/arm target triples/index.html new file mode 100644 index 0000000000..502205e01c --- /dev/null +++ b/misc/arm target triples/index.html @@ -0,0 +1,91 @@ +arm target triples | philip's notes

                                                          arm target triples

                                                          2021-12-02 · 1 min read

                                                            Source: https://bgamari.github.io/posts/2019-06-12-arm-terminology.html
                                                            TripleArchitectureEndiannessFloating pointABI
                                                            ARMv8
                                                            aarch64-linux-gnuAArch64LittleHardLinux
                                                            armv8l-linux-gnuAArch32LittleHardLinux
                                                            ARMv7
                                                            armv7l-linux-gnueabiARMv7LittleSoftLinux
                                                            armv7l-linux-gnueabihfARMv7LittleHardLinux
                                                            armv7a-linux-gnueabiARMv7LittleSoftLinux
                                                            armv7a-linux-gnueabihfARMv7LittleHardLinux
                                                            armv7-linux-androideabiARMv7LittleSoft?Linux
                                                            ARMv6
                                                            arm-linux-gnueabiARMv6LittleSoftLinux
                                                            arm-linux-gnueabihfARMv6LittleHardLinux
                                                            arm-none-eabiARMv6LittleSoftEmbedded
                                                            arm-none-eabihfARMv6LittleHardEmbedded

                                                            \ No newline at end of file diff --git a/misc/envsubst/index.html b/misc/envsubst/index.html new file mode 100644 index 0000000000..bd4122577c --- /dev/null +++ b/misc/envsubst/index.html @@ -0,0 +1,115 @@ +envsubst | philip's notes

                                                            envsubst

                                                            2022-10-28 · 1 min read

                                                            • Substitute environment variables ($VARS) in stdin with current env values and output to stdout.

                                                            examples # 

                                                            # envsubst
+#
+# Substitutes environment variables with their value in shell format strings.
+# Variables to be replaced should be in either `${var}` or `$var` format.
+#
+# More information: <https://www.gnu.org/software/gettext/manual/html_node/envsubst-Invocation.html>.
+
+# Replace environment variables in stdin and output to stdout:
+$ echo 'I live at $HOME.' | envsubst
+I live at /home/phlip9.
+
+# Replace environment variables in an input file and output to stdout:
+$ cat path/to/input_file
+I live at $HOME.
+My name is $USERNAME.
+
+$ envsubst < path/to/input_file
+I live at /home/phlip9.
+My name is phlip9.
+
+# Replace only some environment variables from a space-separated list:
+$ envsubst '$USERNAME' < path/to/input_file
+I live at $HOME.
+My name is phlip9.
+
                                                            \ No newline at end of file diff --git a/misc/git multirepo to monorepo/index.html b/misc/git multirepo to monorepo/index.html new file mode 100644 index 0000000000..fc9f0aeae4 --- /dev/null +++ b/misc/git multirepo to monorepo/index.html @@ -0,0 +1,240 @@ +git multirepo to monorepo | philip's notes

                                                            git multirepo to monorepo

                                                            2022-08-16 · 9 min read

                                                            the setup #

                                                            • We currently have a private repo and a public repo, mono and pub.
                                                            • The pub repo is already exists as a published and open-source repo.
                                                            • We'd like to merge pub into mono as a subdirectory mono/pub-dir.
                                                            • The conversion must not lose the original pub subrepo history.
                                                            • The migrated pub subrepo will still be published as a public, mostly read-only open source repo.
                                                            • The conversion should not require a force-push rewrite of the pub subrepo history.
                                                            • For privacy, new commits in mono that don't touch the mono/pub-dir subdirectory must not appear in the published pub subrepo.
                                                            • git blame must continue to work as expected.
                                                            • Filtering and publishing changes from the monorepo to one of the subrepos should easily run in CI.
                                                            • It should work with the built-in git tools.

                                                            (0) current state #

                                                            First, let's orient ourselves with the two repos:

                                                            ~/pub$ exa --tree
+.
+├── README.md
+└── client
+   └── ..
+
+~/pub$ git lg
+* 5de880b - pub: add client (HEAD -> master)
+* ff12305 - pub: initial commit
+
+~/mono$ exa --tree
+.
+├── README.md
+└── backend
+   └── ..
+
+~/mono$ git lg
+* e89ca6f - mono: add backend (HEAD -> master)
+* 5017487 - mono: initial commit
+

                                                            Ultimately we'd like our mono repo to look like:

                                                            $ ~/mono$ exa --tree
+.
+├── README.md
+├── backend
+│  └── ..
+└── pub-dir # `pub-dir` will contain the `pub` subrepo
+   ├── README.md
+   └── client
+      └── ..
+

                                                            The published pub subrepo will look the same immediately after conversion, but will exist as a "projected" view of the mono repo.

                                                            (1) move all files in pub into the subdirectory #

                                                            The first step is to prepare the pub subrepo by creating a commit that moves all files into the desired future subdirectory of the monorepo.

                                                            For this example, we'll move all the files in pub into a new pub-dir subdirectory:

                                                            # prepare public repo by moving all files into new `pub-dir` subdir.
+~/pub$ git branch migration
+~/pub$ mkdir ./pub-dir
+~/pub$ git ls-tree -z --name-only HEAD \
+	| xargs -0 -I{} git mv "{}" ./pub-dir/
+~/pub$ git commit -m "pub: prepare for monorepo migration"
+
+~/pub$ git lg
+* 33708aa - pub: prepare for monorepo migration (HEAD -> migration)
+* 5de880b - pub: add client (master)
+* ff12305 - pub: initial commit
+

                                                            This approach preserves the histories in both repos and doesn't require rewriting the public repo's existing history. When we push new changes from the mono repo to the pub subrepo, the existing public repo will continue to have its original history, just with new commits added on top!

                                                            (2) git merge --allow-unrelated-histories #

                                                            Once the pub repo is prepared, we move into the mono repo and merge the two independent histories into one.

                                                            The key trick here is to use git merge --allow-unrelated-histories, which lets us have two "root" initial commits in the repo. In other words, our git history is no longer a single tree, but a "forest", which eventually grows together into one linear history.

                                                            In diagram form:

                                                            * - mono+pub: merged linear history
+|
+⁞
+|
+* - mono+pub: merge commit
+|\
+| *
+*  \
+|   *
+⁞   ⁞
+⁞   * - pub: initial commit
+|
+* - mono: initial commit
+

                                                            Let's do that now. We import all commits on master from the subrepo into the main mono repo. Best part: this works flawlessly with git blame!

                                                            # Fetch the public repo from a local directory or remote url.
+# In our case `pub` is just in the parent directory:
+~/mono$ git remote add pub ../pub
+~/mono$ git fetch --no-tags pub migration
+~/mono$ git merge --allow-unrelated-histories pub/migration
+
+# See the two independent histories merged into one linear
+# history, without losing either history.
+~/mono$ git lg
+*   3888a45 - mono: merge pub repo into subdir (HEAD -> master)
+|\
+| * 33708aa - pub: prepare for monorepo migration (pub/migration)
+| * 5de880b - pub: add client (pub/master)
+| * ff12305 - pub: initial commit
+* e89ca6f - mono: add backend
+* 5017487 - mono: initial commit
+
+# Push the migrated `mono` history.
+~/mono$ git push origin master
+

                                                            Note: you can do this without git push'ing until the end, but it's somewhat tedious to describe in tutorial format.

                                                            (3) git push new subrepo history upstream #

                                                            Now that we have all the subrepos merged into mono, we only need to make changes in one place--no more PRs split across repos!

                                                            Of course we still want changes to the subrepos inside mono to get pushed out to the public repos. We can accomplish this with git subtree split. We'll do this in a fresh clone, since it mangles the current repo state...

                                                            # We project the monorepo history into it's public-only form.
+# This approach completely preserves the original public commits!
+#
+# NOTE: the subshell:
+#
+# ```
+# git rev-list --max-parents=0 pub/migration | tail --lines=1
+# ```
+#
+# simply picks out the root initial commit from the `pub`
+# subrepo history.
+
+# Get a fresh clone of the `mono` repo.
+~/$ git clone <origin-mono-repo-git-url> mono && cd mono
+~/mono$ git remote add pub <origin-pub-repo-git-url>
+~/mono$ git fetch pub
+~/mono$ git switch master
+
+# Project the `pub` subrepo history from the `mono` repo history.
+~/mono$ git subtree split \
+	--prefix=pub-dir/ \
+	--onto=$(git rev-list --max-parents=0 pub/migration | tail --lines=1)
+198017b02ffa2d45f301f6b9ba6424c4e849251b
+~/mono$ git reset --hard 198017b02ffa2d45f301f6b9ba6424c4e849251b
+
+# This is the "projected" `pub` repo history with new commits from
+# the `mono` repo.
+#
+# Note: commits that don't touch the `pub-dir/` subrepo will be
+# safely ignored.
+~/mono$ git lg
+* 198017b - mono+pub: this commit touches files on / and pub-dir/ (HEAD -> master)
+* 3269fbc - pub: this commit only touches files in pub-dir/
+* c7b8b55 - pub: prepare for monorepo migration
+* 5de880b - pub: add client (pub/master)
+* ff12305 - pub: initial commit
+
+# Push the projected `pub` history to the upstream `pub` repo.
+~/mono$ git push pub master
+

                                                            Note: If we use git subtree split without --onto=<pub-initial-commit>, it will fail to determine the original subrepo root commit. Instead it will just squash all changes pre-merge, which is not what we want!

                                                            appendix #

                                                            This section contains other alternative approaches that didn't work well for one reason or another. Feel free to skip everything below.

                                                            (1) more janky git mv all files into subdir # 

                                                            ~/pub$ git ls-files \
+	| sed -n -E "s/^([^\/]*)\/?.*$/\1/p" \
+	| uniq \
+	| grep -v "^pub-dir" \
+	| xargs -I{} git mv "{}" ./pub-dir/
+

                                                            (1) (alt) rewrite history into subdirectory #

                                                            You can also use git filter-repo to rewrite the whole commit history, as-if it had been written inside a subdirectory from the beginning:

                                                            # install the `git filter-repo` tool, which replaces the (apparently
+# unsafe?) built-in filter-branch
+(deb)$ sudo apt install git-filter-repo
+(macOS)$ brew install git-filter-repo
+
+# After this command, all files in the current commit and all past
+# commits will be moved into the public-dir/ subdirectory.
+#
+# You'll need to do this in fresh repo clone, since this command trashes
+# all repo commits.
+~/pub$ git filter-repo --to-subdirectory-filter pub-dir
+

                                                            This approach will require a force-push, overwriting the original pub repo history as the later git subtree split doesn't appear to be fully lossless in this case, causing the commit hashes change. Note: this will only affect the commit hashes of the pub repo history after push. The changes in each commit will still appear (almost) exactly the same, i.e., they're still in the root directory.

                                                            (2) (alt) git subrepo #

                                                            Skip step (1) if you use this approach.

                                                            The git subrepo tool is a user-friendly alternative to the git submodule and git subtree commands.

                                                            (macOS)$ brew install git-subrepo
+
+# git subrepo clone <remote-url> <subdir>
+~/mono$ git subrepo clone ../pub ./pub-dir
+

                                                            Unfortunately, git subrepo clone squashes all the commit history before the merge. If you're just looking to vendor a dependency or don't care about the original history, this approach might be for you.

                                                            (2) (alt) git subtree add #

                                                            Skip step (1) if you use this approach.

                                                            git subtree is a built-in tool that lets you keep other repos phyiscally inside your main repo. If you don't care about git blame working, then this is an easier method.

                                                            # git subtree add --prefix=<subdir> <remote-url> <remote-ref>
+~/mono$ git subtree add --prefix=pub-dir/ ../pub master
+

                                                            git subtree add at least preserves the original history, but git blame only works down to the merge commit for subtree files. :'(

                                                            (2) (alt) git read/write/commit-tree #

                                                            Skip step (1) if you use this approach.

                                                            Using some low-level git porcelain, we can merge the subrepo into a subdirectory without touching the subrepo. This method effectively creates a new tree object in the git db whose contents are a single subdirectory with the pub/master root tree. We then create a merge commit pointing to (1) the existing mono repo master commit and (2) the new manually created commit.

                                                            Unfortunately, while the end result looks almost the same as [[#(1) move all files in pub into the subdirectory]], it appears to break git blame. :'(

                                                            ~/mono$ git remote add public ../public
+~/mono$ git fetch --no-tags public master
+~/mono$ git read-tree --prefix=public/ public/master
+~/mono$ git write-tree
+f1b1ee12e1d679ec84c282049102e2654efc4b67
+
+~/mono$ git commit-tree f1b1ee12e1d679ec84c282049102e2654efc4b67 \
+	-p master -p public/master -m "monorepo merge"
+046d3298b9976d50fa379fa071f57bc1158aca5b
+
+~/mono$ git reset 046d3298b9976d50fa379fa071f57bc1158aca5b && git restore .
+
+~/mono$ git lg
+*   854b553 - monorepo merge (HEAD -> master)
+|\
+* | 5b02f51 - mono: add backend (origin/master)
+| * 7709d49 - pub: add client (public/master)
+

                                                            other monorepo tools #

                                                            1. (java) google/copybara
                                                            2. (hack) facebook/fbshipit - Copy commits b/w repos
                                                            3. (php) symplify/monorepo-split-gh-action
                                                            4. (sh) ingydotnet/git-subrepo
                                                            5. (py) newren/git-filter-repo
                                                            6. (go) splitsh/lite
                                                            7. (sh) SimonBaeumer/sync-monorepo
                                                            8. \[ \]
                                                            \ No newline at end of file diff --git a/misc/index.html b/misc/index.html new file mode 100644 index 0000000000..9b7c2da43e --- /dev/null +++ b/misc/index.html @@ -0,0 +1,73 @@ +misc | philip's notes

                                                            misc

                                                            arm target triples →

                                                            2021-12-02 · 1 min read

                                                            envsubst →

                                                            2022-10-28 · 1 min read

                                                            git multirepo to monorepo →

                                                            2022-08-16 · 9 min read

                                                            kintsugi →

                                                            2022-12-15 · 6 min read

                                                            optimization solvers →

                                                            2022-04-21 · 1 min read

                                                            pop_OS! tweaks →

                                                            2022-12-11 · 1 min read

                                                            prepping RPI for embedded dev →

                                                            2021-02-14 · 2 min read

                                                            rgbxmas →

                                                            2022-12-21 · 21 min read

                                                            scanning QR codes on desktop →

                                                            2021-12-06 · 1 min read

                                                            setting up a headless raspbian boot image →

                                                            2020-12-12 · 3 min read

                                                            uptime to downtime conversion →

                                                            2022-03-25 · 1 min read

                                                            water distillation setup →

                                                            2022-03-16 · 1 min read

                                                            \ No newline at end of file diff --git a/misc/kintsugi/index.html b/misc/kintsugi/index.html new file mode 100644 index 0000000000..7d592266de --- /dev/null +++ b/misc/kintsugi/index.html @@ -0,0 +1,91 @@ +kintsugi | philip's notes

                                                            kintsugi

                                                            2022-12-15 · 6 min read

                                                              Kintsugi (金継ぎ, "golden joinery") is the Japanese art of repairing broken pottery by mending the areas of breakage with lacquer dusted or mixed with powdered gold, silver, or platinum.

                                                              As a philosophy, it treats breakage and repair as part of the history of an object, rather than something to disguise.

                                                              istockphoto-1280390209-612x612.jpg

                                                              istockphoto-1280373274-612x612.jpg

                                                              kintsugi-bowl-01.jpg

                                                              kintsukuroi-orig.jpg

                                                              786dfe6f88a6128908d4efc0f08f6478b2-Kintsugi-Plate.rhorizontal.w700.webp

                                                              514CqlmSOL_AC_SL1272.jpg

                                                              etape-6-kintsugi-sublimez.webp

                                                              First, watch this introductory 5 min video: https://www.youtube.com/watch?v=QEJ23t940UY

                                                              philip's first attempt #

                                                              With the broken pieces in front of you, first "dry fit" them together and plan the order you'll join each piece.

                                                              The fewer pieces you have, the easier it'll be. Two or three separate pieces seems best as far as outcome, but you usually don't get to choose how your favorite bowl shatters on the kitchen floor : )

                                                              Lightly sand the edges, then wash the pieces to get rid of the dust. Quickly dry with a paper towel.

                                                              Now you're ready to glue pieces together! You can either try to glue everything in one go, or play it safe and glue one section at a time, letting the join dry for an hour or two and only then gluing the next section. I tried to glue all 5 of my pieces together at once and it was definitely too much. Next attempt I'll probably go one-at-a-time.

                                                              Prepare the glue and (fake) gold powder mix. Now's also a good time to lay out a piece of cardboard to work on. Uncap the epoxy (don't worry, it's resealable!) and press out so you get even parts of each epoxy component. Then put a small bit of gold powder on the liquids. You need a lot less than you think! Add just a little bit, mix in with the epoxy, and see if it looks good. Worst case it looks a bit thin and you just add some more powder.

                                                              Mix the epoxy thoroughly. I spent maybe 1m 30sec mixing. Really scrape up the stuff on the surface and mix it up, otherwise the epoxy won't bond properly.

                                                              With a cheap wooden chopstick or plastic knife, gather up a little gold glue and bead it along one edge of a piece. You want enough so that it bulges out just a little when pressed together. One good reason to do a pair of pieces at a time is that you'll learn how much you need after the first join, and won't be rushed on the next. You may also need to add a little extra to fill in areas where the ceramics are chipped and don't sit flush.

                                                              Press together the two glued pieces and hold until it sets. Repeat for all the different pieces.

                                                              Once the piece has dried, you can do a final "touch up" with an x-acto knife. Scrape off any stray splatters or cut-even any messy lines. Do this carefully so you don't leave any big marks.

                                                              If you really mess up and accidentally smudge the glue before it's set (like I did), or just don't like the look, you can try again. Take an x-acto knife and scrape/cut off the glue above the join, leaving the pieces still glued together and the surface now flush. Maybe sand it a bit too? Who knows. Unfortunately, the glue beneath the surface isn't as shiny, so mix some more glue + gold powder and this time lay a small, thin layer on the already-glued surface.

                                                              The pros seem to do this by painting a clear glue on the surface with a very thin brush, then dusting the gold powder on top. I don't have a brush though, so I just mixed the glue+powder and used another chopstick.

                                                              As a final note, the epoxy I bought doesn't appear to be food safe, so don't eat with your repaired ceramics!

                                                              other helpful resources #

                                                              A useful comment from the video:

                                                              Firstly, if it's for something you eat on then it needs to be food-safe this is less to do with actually eating it and more about toxic stuff that can come out when you wash it or if it comes into contact with acidic foods or something. Food safe glue sometimes it's sold as 'epoxy' rather than glue. The recommendation is to ask your local arts & craft store about it as there are literally hundreds of brands.

                                                              Secondly, even if you find food-safe glue just beware that most glues are not designed to withstand boiling water so gluing a teapot like this might not be the best idea.

                                                              Thirdly, the recommendation is to use a two-part mix glue (like you have to add the parts together first before gluing) they are usually slower drying and thicker. You want the glue to make up part of the crack (as compared to superglue which is so thin you can effectively attach two pieces together with no gap) Another recommendation is to mix the gold powder in with the glue first, so it's gold powder suspended in the glue. just because the dusting on at the end makes quite a thin covering and it can wash off easily if you rub it however if you are using actual gold then don't do that as it's a huge waste. We used craft store gold powder.

                                                              Lastly, another recommendation is to glue it first, then sand it back, and then use a fine brush to add some more glue and gold powder so the lines are thinner, more delicate, and flush with the ceramic.

                                                              Unfortunately, the epoxy I bought doesn't appear the be food safe, so these will just have to be for display only.

                                                              Another nice video: https://youtu.be/eO9CnS-NqO8

                                                              The next step is to sand the edges. It took me about an hour. My theory was to sand the "edge-of-the-edge" on each piece, so there would be a bit of a gap between two broken pieces, but the two pieces would still fit together exactly in the mostly unsanded middle.

                                                              Swap between sanding an edge, then fitting it together and looking at the gap, then back to sanding some more. Imagine there is gold between the gap; keep sanding if you want more gold to show. If you don't sand much, you'll get a hairline strip of gold. If you sand more, you'll get a wider, thicker join.

                                                              Though this didn't work as well as I thought.

                                                              wishlist for next time #

                                                              \ No newline at end of file diff --git a/misc/optimization solvers/index.html b/misc/optimization solvers/index.html new file mode 100644 index 0000000000..9a171303c7 --- /dev/null +++ b/misc/optimization solvers/index.html @@ -0,0 +1,91 @@ +optimization solvers | philip's notes

                                                              optimization solvers

                                                              2022-04-21 · 1 min read

                                                                Useful HN thread with pointers

                                                                MiniZinc Challenge - Benchmarks and optimality for different solvers on different problems

                                                                Hans Mittelmann - Benchmarks for Optimization Software

                                                                Google OR-Tools #

                                                                Google OR-Tools

                                                                • Large suite of solvers for ILP (via different backends), built-in LP, graph flows, combinatorial optimization.
                                                                • Open source, Apache 2.0, lots of activity

                                                                OSQP #

                                                                Operator Splitting Quadratic Program (OSQP)

                                                                • supports convex optimization problems
                                                                • claims performance competitive with Gurobi
                                                                • free, open-source, academic license
                                                                • written in C, easily embeddable, has a Rust interface osqp.rs
                                                                • a CUDA implementation also exists? very nice. cuosqp

                                                                Gurobi #

                                                                Gurobi

                                                                • commerical, paid licenses
                                                                • license model not really tuned for production deployment to cloud infrastructure
                                                                • by far the most comprehensive toolkit
                                                                • typically the fastest on most problems I've used it on
                                                                • used it a long time ago for a CS170 project phlip9/Kidney-Exchange-Solvers which needed a Mixed-Integer Linear Problem (MILP) solver
                                                                \ No newline at end of file diff --git a/misc/pop_OS! tweaks/index.html b/misc/pop_OS! tweaks/index.html new file mode 100644 index 0000000000..46a97fe47e --- /dev/null +++ b/misc/pop_OS! tweaks/index.html @@ -0,0 +1,92 @@ +pop_OS! tweaks | philip's notes

                                                                pop_OS! tweaks

                                                                2022-12-11 · 1 min read

                                                                  UI gets slow and choppykjkj #

                                                                  • restart gnome-shell: ALT-F2 > "r" > Enter

                                                                  Try also disabling ubuntu-appindicators extension: Super > Extensions > Ubuntu AppIndicators > Disable

                                                                  Graphics drivers stop working after apt upgrade / kernel update #

                                                                  The nvidia graphics drivers are likely too old for the new kernel version.

                                                                  For example, when I was upgrading to the new kernel (6.1.8 I think?), my older nvidia drivers (510) failed to build the nvidia/510 dkms kernel module for some inscrutable reason.

                                                                  You can procrastinate on fixing this for a bit, by setting the previous kernel version as the default boot kernel. Do this by rebooting while holding down SPACE. In the boot recovery menu, press d while highlighting the old kernel config to set as default. Then hit enter to boot into the previous, working configuration.

                                                                  To actually repair the issue, reboot up to the login screen. Trying to login will fail to a black screen; instead, hit ALT-F5 to enter a raw TTY.

                                                                  Then update to the latest nvidia drivers:

                                                                  $ sudo ubuntu-drivers install
+

                                                                  After rebooting, the issue was fixed for me.

                                                                  \ No newline at end of file diff --git a/misc/prepping RPI for embedded dev/index.html b/misc/prepping RPI for embedded dev/index.html new file mode 100644 index 0000000000..9a4d1e2e73 --- /dev/null +++ b/misc/prepping RPI for embedded dev/index.html @@ -0,0 +1,106 @@ +prepping RPI for embedded dev | philip's notes

                                                                  prepping RPI for embedded dev

                                                                  2021-02-14 · 2 min read

                                                                    host: SSH into new rpi # 

                                                                    $ ssh rpi00.local
+

                                                                    rpi: update and install basic tools # 

                                                                    $ sudo apt update && sudo apt upgrade
+$ sudo apt install vim
+

                                                                    rpi: configure systemd journal to only log to RAM #

                                                                    This step helps avoid lots of IO writes to the SD Card, which will significantly extend its lifetime.

                                                                    $ sudo cat > /etc/systemd/journald.conf.d/ram-only-journal.conf <<EOF
+[Journal]
+Storage=volatile
+RuntimeMaxUse=100M
+ForwardToSyslog=no
+EOF
+

                                                                    rpi: (optional) set rpi hostname #

                                                                    It takes too long to build a new image with a different hostname, so we'll set the hostname after the fact. Make sure the hostname is not the default raspberrypi.

                                                                    $ sudo hostnamectl set-hostname kyoto
+

                                                                    rpi: (optional) add other ssh pubkeys #

                                                                    Forgot to add this when formatting the SD card...

                                                                    $ echo "ssh-ed25519 AAAAC3NzaC1lZDI1NTE5AAAAIB3x6Xx0674lyf2DGstduaGjyA1ARqdeGc6PgHZMbwCK philiphayes@philiphayes-mbp" >> ~/.ssh/authorized_keys
+

                                                                    rpi: (optional) enable kernel I2C bus # 

                                                                    $ sudo raspi-config
+

                                                                    Select Interface Options > Enable I2C

                                                                    rpi: (optional) enable kernel SPI Bus # 

                                                                    $ sudo raspi-config
+

                                                                    Select Interface Options > Enable SPI

                                                                    rpi: (optional) enable kernel PWM controller #

                                                                    In /boot/config, add the line: dtoverlay=pwm.

                                                                    rpi: reboot # 

                                                                    $ sudo reboot
+

                                                                    host: install cross-compiling toolchain # 

                                                                    $ sudo apt install gcc-arm-linux-gnueabihf
+
                                                                    \ No newline at end of file diff --git a/misc/rgbxmas/index.html b/misc/rgbxmas/index.html new file mode 100644 index 0000000000..8b501f5ac6 --- /dev/null +++ b/misc/rgbxmas/index.html @@ -0,0 +1,1067 @@ +rgbxmas | philip's notes

                                                                    rgbxmas

                                                                    2022-12-21 · 21 min read

                                                                    setup #

                                                                    First, plug the USB cable into your machine (macOS, Windows, Linux, whatever). The board should power up and show the little demo; press the UP button to go to the next screen.

                                                                    On your machine, a USB-drive called CIRCUITPY should also pop up. This is the Adafruit Matrix Portal set up with CircuitPython ready for programming.

                                                                    The Matrix Portal's got lots of features and room for other peripherals and sensors. it can even connect to stuff on the internet, so you can make a weather display, read some tweets, show the bitcoin price... : )

                                                                    In the CIRCUITPY directory, there should be a code.py file. This contains the code for the demo, which is also listed below, see: demo code.

                                                                    CircuitPython makes it super painless to write code for little microcontroller boards like this. It ain't gonna be the fastest, but it's pretty easy to get stated. To get some basic code going, you literally just edit the code.py file, save it, and the board will auto-restart with the new updates.

                                                                    I'd probably start with the Mu editor here: https://codewith.mu/en/download. It's bare-bones, but it'll work in the beginning.

                                                                    I've already setup the board so everything should be good to go. With the board plugged in, just open the Mu editor, press the "Mode" icon, and select "CircuitPython". Then you should be able to edit the code, save, and see the changes appear on the device.

                                                                    Also check out Adafruit's MatrixPortal overview: https://learn.adafruit.com/adafruit-matrixportal-m4/overview

                                                                    and the CircuitPython Essentials guide: https://learn.adafruit.com/circuitpython-essentials/circuitpython-essentials

                                                                    and the detailed CircuitPython core modules documentation: https://docs.circuitpython.org/en/latest/shared-bindings/index.html

                                                                    Here's a basic example to get started: it blinks an LED on the board itself (not the display) on/off every 0.5 seconds.

                                                                    # file: code.py
+
+import board
+import digitalio
+import time
+
+# This a the little red LED on the MatrixPortal m4 board,
+# not the big LED matrix panel. It's located right above
+# the "adafruit" logo.
+led = digitalio.DigitalInOut(board.LED)
+led.direction = digitalio.Direction.OUTPUT
+
+# This block loops endlessly
+while True:
+    # Turn on the LED, then wait for 0.5 seconds
+    led.value = True
+    time.sleep(0.5)
+
+    # Turn off the LED, then wait for 0.5 seconds
+    led.value = False
+    time.sleep(0.5)
+

                                                                    getting help from the REPL #

                                                                    The panel opened by the "Serial" button doesn't just show the print output of the device, but also let's you interact with it. This is called a REPL (Read-Evaluate-Print-Loop) and lets you quickly play with bits of code or explore different modules.

                                                                    To enter the REPL:

                                                                    If your program has finished, you should see this message:

                                                                    Auto-reload is on. Simply save files over USB to run them or enter REPL to disable.
+code.py output:
+
+Code done running.
+
+Press any key to enter the REPL. Use CTRL-D to reload.
+

                                                                    In this case just press the "Enter" key in the Serial box and you should see the REPL pop up:

                                                                    Adafruit CircuitPython 7.3.3 on 2022-08-29; Adafruit Matrix Portal M4 with samd51j19
+>>>
+

                                                                    If some code is running (like the infinite blink example above), you may need to hit CTRL-C to stop the program first (though it seems a bit flaky, I had to hold the keys down for a second or two to get it to work).

                                                                    With the REPL open, we can see all the available built-in modules by typing "import " (with the space) then hitting the TAB key to auto-complete:

                                                                    >>> import ^TAB
+builtins        micropython     __future__      _asyncio
+_bleio          adafruit_bus_device
+adafruit_bus_device.i2c_device  adafruit_bus_device.spi_device
+adafruit_pixelbuf               alarm           analogio
+array           atexit          audiobusio      audiocore
+audioio         audiomixer      audiomp3        binascii
+bitbangio       bitmaptools     board           busio
+collections     countio         digitalio       displayio
+errno           fontio          framebufferio   frequencyio
+gc              getpass         gifio           i2cperipheral
+io              json            keypad          math
+microcontroller                 msgpack         neopixel_write
+onewireio       os              ps2io           pulseio
+pwmio           rainbowio       random          re
+rgbmatrix       rotaryio        rtc             samd
+sdcardio        select          storage         struct
+supervisor      synthio         sys             terminalio
+time            touchio         traceback       usb_cdc
+usb_hid         usb_midi        uselect         vectorio
+watchdog        zlib
+

                                                                    Don't worry about what most of these do for now.

                                                                    If you want to get very very detailed documentation about these modules, you can check the CircuitPython Modules reference.

                                                                    Let's check out the time module we used in the previous example:

                                                                    >>> import time
+>>> help(time)
+object <module 'time'> is of type module
+  __name__ -- time
+  monotonic -- <function>
+  sleep -- <function>
+  struct_time -- <class 'struct_time'>
+  localtime -- <function>
+  mktime -- <function>
+  time -- <function>
+  monotonic_ns -- <function>
+

                                                                    We can get the number of seconds since the board powered on by calling time.monotonic():

                                                                    >>> time.monotonic()
+1003.53
+

                                                                    We use this one a lot in the demo.

                                                                    From the REPL we can define functions and variables just like we expect:

                                                                    >>> def f(x):
+	# f(x) = 4x^2 - 4x - 24
+	x_squared = x**2
+    return 4*x_squared - 4*x - 24
+>>> f(0)
+-24
+>>> print("wow look f(3) is zero:", f(3))
+

                                                                    We can exit the REPL again by hitting CTRL-D.

                                                                    displaying text #

                                                                    This example requires the adafruit_display_text and adafruit_matrixportal libraries, which are not built-in modules. Most interesting libraries are not built-in, as they are updated more frequently than the base modules and would otherwise take up too much space on the device.

                                                                    To install these community libraries, go to https://circuitpython.org/libraries and download the zip file under "Bundle for Version 7.X" (I've installed CircuitPython version 7.3.3).

                                                                    Opening the adafruit-circuitpython-bundle-7.x.zip file there should be a lib folder, with the adafruit_display_text and adafruit_matrixportal folders inside (among many others).

                                                                    Copy the those two folders from the .zip file to the mounted CIRCUITPY/lib/ folder to install the library.

                                                                    import terminalio
+
+from adafruit_display_text import label
+from adafruit_matrixportal.matrix import Matrix
+
+# This call creates the Matrix display object.
+#
+# `bit_depth` can range from 1 to 6; higher numbers allow
+# for more color shades to be displayed, but increase memory
+# usage and slow down your Python code.
+#
+# If you just want to show primary colors
+# plus black and white, use 1. Otherwise, try 3, 4 and 5
+# to see which effect you like best.
+matrix = Matrix(
+    bit_depth=4,
+)
+display = matrix.display
+
+# this is a text area with two lines like
+# |       Hello       |
+# |       World       |
+text_area = label.Label(
+    terminalio.FONT,
+    text="Hello\nWorld", # '\n' stands for newline
+    color=0x113311, # this is the RGB (Red Green Blue) color
+)
+# this is the starting position of the text on the board,
+# counting pixels from the top-left.
+text_area.x = 16
+text_area.y = 8
+display.show(text_area)
+
+# You can add more effects in this loop. For instance, maybe
+# you want to set the color of each label to a different
+# value
+while True:
+    display.refresh()
+

                                                                    demo code #

                                                                    This demo shows a few screens with some cool graphics.

                                                                    Note that it requires the adafruit_display_text library is copied into the CIRCUITPY/lib/ directory. See displaying text for more details on libraries.

                                                                    # code.py
+
+import random
+import time
+import math
+from math import trunc, sin, cos, sqrt
+
+import board
+import countio
+import digitalio
+import displayio
+import framebufferio
+import rgbmatrix
+import terminalio
+import vectorio
+
+from adafruit_display_text import label
+
+# create a new `Display` object for the big RGB matrix display
+def make_display(bit_depth=6, brightness=0.5):
+    displayio.release_displays()
+    matrix = rgbmatrix.RGBMatrix(
+        width=64,
+        height=32,
+        bit_depth=bit_depth,
+        # NOTE: for some reason the board has reversed the green and blue pins,
+        # so we just swap them here to get standard RGB ordering
+        rgb_pins=[
+            board.MTX_R1,
+            board.MTX_B1,
+            board.MTX_G1,
+            board.MTX_R2,
+            board.MTX_B2,
+            board.MTX_G2,
+        ],
+        addr_pins=[
+            board.MTX_ADDRA,
+            board.MTX_ADDRB,
+            board.MTX_ADDRC,
+            board.MTX_ADDRD,
+        ],
+        clock_pin=board.MTX_CLK,
+        latch_pin=board.MTX_LAT,
+        output_enable_pin=board.MTX_OE
+    )
+    display = framebufferio.FramebufferDisplay(matrix)
+    display.brightness = brightness
+    return display
+
+def rgb_to_int(r, g, b):
+    return (r << 16) | (g << 8) | b
+
+def percent_to_byte(t):
+    return round(t * 255.0) & 255
+
+def hue_to_rgb_ratio(p, q, t):
+    if t < 0.0:
+        t += 1.0
+    elif t > 1.0:
+        t -= 1.0
+
+    if t < 0.166667:
+        return p + (q - p) * 6.0 * t
+    elif t < 0.5:
+        return q
+    elif t < 0.666667:
+        return p + (q - p) * (0.666667 - t) * 6.0
+    else:
+        return p
+
+# convert Hue-Saturation-Lightness to RGB color
+# `h` is the Hue, in degrees (0 -> 360)
+# `s` is the Saturation, between 0.0 and 1.0
+# `l` is the Lightness, between 0.0 and 1.0
+def hsl(h, s, l):
+    # all greys if saturation is 0
+    if s == 0.0:
+        l = percent_to_byte(l)
+        return rgb_to_int(l, l, l)
+
+    h = h / 360.0
+
+    q = 0.0
+    if l < 0.5:
+        q = l * (1.0 + s)
+    else:
+        q = l + s - (l * s)
+    p = 2.0 * l - q
+
+    r = percent_to_byte(hue_to_rgb_ratio(p, q, h + 0.333333))
+    g = percent_to_byte(hue_to_rgb_ratio(p, q, h))
+    b = percent_to_byte(hue_to_rgb_ratio(p, q, h - 0.333333))
+
+    return rgb_to_int(r, g, b)
+
+# the fractional part of a float. ex: `frac(1.75) == 0.75`.
+def frac(x):
+    return x - trunc(x)
+
+# clamp `x` so the output is always between `x_min` and `x_max`.
+def clamp(x_min, x_max, x):
+    return min(x_max, max(x_min, x))
+
+# linearly interpolate between `start` and `end`, using `t` between 0.0 and 1.0
+# as the "interpolation distance"
+def lerp(start, end, t):
+    return t * start + (1.0 - t) * end
+
+# saw-tooth signal, between y = 0.0 and 1.0, with period = 1.0
+def saw(t):
+    return math.fabs(2.0 * frac(t) - 1.0)
+
+# exponential ease in-out function
+# see: <https://easings.net/#easeInOutExpo>
+# this is defined for x between 0.0 and 1.0
+def ease_in_out_exp(x):
+    if x < 0.5:
+        return 0.5 * math.pow(2.0, 20.0 * x - 10.0)
+    else:
+        return 1.0 - 0.5 * math.pow(2.0, -20.0 * x + 10.0)
+
+# see: <https://mathworld.wolfram.com/SincFunction.html>
+def sinc(x):
+    a = math.pi * x
+    return sin(a) / (a+0.001)
+
+def parabola(x, k):
+    return math.pow(4.0 * x * (1.0 - x), k)
+
+class Screen:
+    def __init__(self, display):
+        pass
+
+    def update(self, display):
+        pass
+
+# shows "PRESS UP >>", with the ">>" bouncing every few seconds.
+class StartScreen(Screen):
+    def __init__(self, display):
+        group = displayio.Group()
+
+        # the "PRESS UP" text
+        press_up = label.Label(terminalio.FONT, text="PRESS UP")
+        press_up.x = 4
+        press_up.y = 14
+        group.append(press_up)
+
+        # the two '>' arrows on the right
+        arrow_group = displayio.Group()
+
+        arrow_right_1 = label.Label(terminalio.FONT, text=">")
+        arrow_right_1.x = 52
+        arrow_right_1.y = 14
+        arrow_group.append(arrow_right_1)
+
+        arrow_right_2 = label.Label(terminalio.FONT, text=">")
+        arrow_right_2.x = 54
+        arrow_right_2.y = 14
+        arrow_group.append(arrow_right_2)
+        group.append(arrow_group)
+
+        display.show(group)
+
+        self.arrow_group = arrow_group
+
+    def update(self, display):
+        t = time.monotonic()
+
+        #  self.arrow_group.x = round(2.0 * ease_in_out_exp(0.5 * sin(3.0 * t) + 0.5) - 4.0)
+
+        #  t = math.fmod(t, 5.0)
+        #  self.arrow_group.x = round(8.0 * sinc(0.54 * (t - 2.5)))
+
+        # repeat "bounce" every 3 sec
+        t = math.fmod(t, 3.0)
+        self.arrow_group.x = round(4.0 - 4.0 * parabola(0.333333 * t, 7))
+
+        display.refresh()
+
+# makes a big circle wave across the screen in a loop
+class CircleScreen(Screen):
+    def __init__(self, display):
+        group = displayio.Group()
+
+        palette = displayio.Palette(2)
+        palette[0] = hsl(215, 0.42, 0.34)
+        palette[1] = hsl(0, 0, 0.0)
+
+        circle_outer = vectorio.Circle(
+            pixel_shader=palette,
+            radius=16,
+            x=0,
+            y=0,
+            color_index=0,
+        )
+        group.append(circle_outer)
+
+        circle_inner = vectorio.Circle(
+            pixel_shader=palette,
+            radius=15,
+            x=0,
+            y=0,
+            color_index=1,
+        )
+        group.append(circle_inner)
+        display.show(group)
+
+        self.palette = palette
+        self.group = group
+
+    def update(self, display):
+        t = time.monotonic()
+
+        # make the circle wave across the screen
+        self.group.x = round(math.fmod(64.0 * t, 110.0) - 25.0)
+        self.group.y = int(8.0 * sin(3.0 * t)) + 16
+
+        # slowly rotate the hue of the circle over time
+        t_color = 0.5 * sin(1.0 * t) + 0.5
+        hue = lerp(0.0, 180.0, t_color)
+        self.palette[0] = hsl(hue, 0.75, 0.50)
+
+        display.refresh()
+
+# test the display's color
+class ColorTestScreen(Screen):
+    def __init__(self, display):
+        width = 64
+        height = 32
+        num_colors = 256
+
+        # start with all greyscale
+        palette = displayio.Palette(num_colors)
+        for idx in range(num_colors):
+            palette[idx] = rgb_to_int(idx, idx, idx)
+
+        # fill the bitmap with 0..=255
+        bm = displayio.Bitmap(width, height, num_colors)
+        for y in range(height):
+            for x in range(width):
+                # use the same color every 8 pixels in the y-direction
+                color_idx = (y // 8) * width + x
+                bm[x, y] = color_idx
+        bm.dirty()
+
+        tg = displayio.TileGrid(bm, pixel_shader=palette)
+
+        group = displayio.Group()
+        group.append(tg)
+
+        display.show(group)
+
+        self.num_colors = num_colors
+        self.palette = palette
+        self.prev_update_t = time.monotonic()
+
+    def update(self, display):
+        t = time.monotonic()
+        dt = t - self.prev_update_t
+
+        # every 5 sec change the color spectrum to a random hue and saturation
+        # with lightness evenly between 0.0 and 1.0
+        if dt > 5.0:
+            num_colors = self.num_colors
+            hue = random.randint(0, 360)
+            saturation = random.random()
+            print(f"hue: {hue}, saturation: {saturation}")
+
+            for idx in range(num_colors):
+                self.palette[idx] = hsl(hue, saturation, 0.5 * (idx / num_colors))
+
+            self.prev_update_t = t
+            display.refresh()
+
+# run a random [Conway's Game of Life](https://www.wikiwand.com/en/Conway%27s_Game_of_Life)
+# simulation every ~30 sec
+class GameOfLifeScreen(Screen):
+    def __init__(self, display):
+        width = 64
+        height = 32
+        num_colors = 2
+
+        palette = displayio.Palette(num_colors)
+
+        bm1 = displayio.Bitmap(width, height, num_colors)
+        bm2 = displayio.Bitmap(width, height, num_colors)
+
+        tg1 = displayio.TileGrid(bm1, pixel_shader=palette)
+        tg2 = displayio.TileGrid(bm2, pixel_shader=palette)
+
+        g1 = displayio.Group()
+        g1.append(tg1)
+
+        g2 = displayio.Group()
+        g2.append(tg2)
+
+        display.show(g1)
+
+        self.width = width
+        self.height = height
+        self.iter = 0
+        self.reset_after = 200
+
+        self.curr = bm1
+        self.next = bm2
+
+        self.curr_group = g1
+        self.next_group = g2
+
+        self.palette = palette
+
+    def randomize(self):
+        curr = self.curr
+        for idx in range(self.width * self.height):
+            curr[idx] = random.random() < 0.333333
+
+        #  hue = random.randint(0, 360)
+        #  saturation = (random.random() / 4.0) + 0.5
+        #  lightness = (random.random() / 3.0) + 0.1
+        #  self.palette[1] = hsl(hue, saturation, lightness)
+
+    def apply_life_rule(self):
+        curr = self.curr
+
+        w = self.width
+        h = self.height
+
+        for y in range(h):
+            yyy = y * w
+            ym1 = ((y + h - 1) & 31) * w
+            yp1 = ((y + 1) & 31) * w
+
+            xm1 = w - 1
+            for x in range(w):
+                xp1 = (x + 1) & 63
+                neighbors = (
+                    curr[xm1 + ym1] + curr[xm1 + yyy] + curr[xm1 + yp1] +
+                    curr[  x + ym1] +                   curr[  x + yp1] +
+                    curr[xp1 + ym1] + curr[xp1 + yyy] + curr[xp1 + yp1]
+                )
+                self.next[x + yyy] = (neighbors == 3) or ((neighbors == 2) and curr[x + yyy])
+                xm1 = x
+
+        self.curr = self.next
+        self.next = curr
+
+        curr_group = self.curr_group
+        self.curr_group = self.next_group
+        self.next_group = curr_group
+
+    def update(self, display):
+        t = time.monotonic()
+
+        # slowly change the color
+        t_color = 0.5 * sin(1.0 * t) + 0.5
+        hue = lerp(0.0, 180.0, t_color)
+        self.palette[1] = hsl(hue, 0.75, 0.50)
+
+        # reset and randomize the state every `self.reset_after` iterations
+        if self.iter == 0:
+            self.randomize()
+        else:
+            self.apply_life_rule()
+
+        self.iter = (self.iter + 1) % self.reset_after
+        display.show(self.curr_group)
+
+# a cool wavy pattern
+class WarpScreen(Screen):
+    def __init__(self, display):
+        width = 64
+        height = 32
+        num_colors = 64
+
+        palette = displayio.Palette(num_colors)
+        for idx in range(num_colors):
+            #  palette[idx] = hsl(240, 0.8, 0.25 * (idx / num_colors))
+            palette[idx] = hsl(265, 0.85, 0.95 * (idx / num_colors) + 0.05)
+
+        bm1 = displayio.Bitmap(width, height, num_colors)
+        bm2 = displayio.Bitmap(width, height, num_colors)
+
+        tg1 = displayio.TileGrid(bm1, pixel_shader=palette)
+        tg2 = displayio.TileGrid(bm2, pixel_shader=palette)
+
+        g1 = displayio.Group()
+        g1.append(tg1)
+
+        g2 = displayio.Group()
+        g2.append(tg2)
+
+        #  display.show(g1)
+
+        self.width = width
+        self.height = height
+        self.num_colors = num_colors
+
+        self.curr = bm1
+        self.next = bm2
+
+        self.curr_group = g1
+        self.next_group = g2
+
+    def update(self, display):
+        width = self.width
+        height = self.height
+        num_colors = self.num_colors
+        curr = self.curr
+        next = self.next
+
+        # render to next framebuffer while current one is shown
+
+        t = time.monotonic()
+
+        for y in range(height):
+            for x in range(width):
+                tx = 20.0 * sin(0.01 * x) + 0.2 * t
+                ty = 10.0 * sin(0.01 * y) + 0.2 * t
+                l = (0.5 * sin(tx) * sin(ty)) + 0.5
+                next[x, y] = round((num_colors - 1) * l)
+
+        # swap frame buffers
+
+        self.curr = next
+        self.next = curr
+
+        curr_group = self.curr_group
+        self.curr_group = self.next_group
+        self.next_group = curr_group
+
+        # show new framebuffer
+
+        display.show(self.curr_group)
+
+
+def noise(u, v):
+    return sin(u) * sin(v)
+
+# [ [ 0.8 -0.5 ]
+#   [ 0.5  0.8 ] ] dot [p_x, p_y] * 2
+def mdp(x, y):
+    return ((1.6 * x) - (1.0 * y), (1.0 * x) + (1.6 * y))
+
+def fbm4(x, y):
+    f = 0.0
+    f += 0.5000 * noise(x, y); (x, y) = mdp(x, y)
+    f += 0.2500 * noise(x, y); (x, y) = mdp(x, y)
+    f += 0.1250 * noise(x, y); (x, y) = mdp(x, y)
+    f += 0.0625 * noise(x, y)
+    return f / 0.9375
+
+# another cool pattern that rotates a bit
+# uses the same `sin(x)*sin(y)` but run through a few octaves of modified
+# [Fractional Brownian Motion](https://www.wikiwand.com/en/Fractional_Brownian_motion)
+class Warp2Screen(Screen):
+    def __init__(self, display):
+        width = 64
+        height = 32
+        num_colors = 64
+
+        palette = displayio.Palette(num_colors)
+        for idx in range(num_colors):
+            #  palette[idx] = hsl(240, 0.8, 0.25 * (idx / num_colors))
+            palette[idx] = hsl(15, 0.8, 0.6 * (idx / num_colors))
+
+        bm1 = displayio.Bitmap(width, height, num_colors)
+        bm2 = displayio.Bitmap(width, height, num_colors)
+
+        tg1 = displayio.TileGrid(bm1, pixel_shader=palette)
+        tg2 = displayio.TileGrid(bm2, pixel_shader=palette)
+
+        g1 = displayio.Group()
+        g1.append(tg1)
+
+        g2 = displayio.Group()
+        g2.append(tg2)
+
+        #  display.show(g1)
+
+        self.width = width
+        self.height = height
+        self.num_colors = num_colors
+
+        self.curr = bm1
+        self.next = bm2
+
+        self.curr_group = g1
+        self.next_group = g2
+
+    def update(self, display):
+        width = self.width
+        height = self.height
+        num_colors = self.num_colors
+        curr = self.curr
+        next = self.next
+
+        # render to next framebuffer while current one is shown
+
+        t = time.monotonic()
+
+        for y in range(height):
+            for x in range(width):
+                u = (x - width) / height
+                v = (y - height) / height
+
+                # add some back-and-forth rotation
+                coa = cos(0.10 * sin(0.15 * t))
+                sia = sin(0.31 * sin(0.10 * t))
+                u = (u * coa) - (v * sia)
+                v = (u * sia) + (v * coa)
+
+                u += 0.03 * sin(0.54 * t)
+                v += 0.03 * sin(0.46 * t)
+
+                # kinda fractional brownian motion over sin(x)*sin(y)
+                l = 0.5 * fbm4(8.0 * u, 8.0 * v) + 0.5
+
+                # make the lightness periodically show the dark spots
+                c = 0.1 * cos(0.2 * t) + 0.2
+                l = clamp(0.0, 1.0, l - c)
+
+                next[x, y] = round((num_colors - 1) * l)
+
+        # swap frame buffers
+
+        self.curr = next
+        self.next = curr
+
+        curr_group = self.curr_group
+        self.curr_group = self.next_group
+        self.next_group = curr_group
+
+        # show new framebuffer
+
+        display.show(self.curr_group)
+
+# ||v||^2
+def norm_sq(x, y, z):
+    return x*x + y*y + z*z
+
+# ||v||
+def norm(x, y, z):
+    return sqrt(norm_sq(x, y, z))
+
+# v / ||v||
+def normalize(x, y, z):
+    inv_l = 1.0 / norm(x, y, z)
+    return (inv_l * x, inv_l * y, inv_l * z)
+
+# a * b
+def dot(a_x, a_y, a_z, b_x, b_y, b_z):
+    return a_x*b_x + a_y*b_y + a_z*b_z
+
+# a x b
+def cross(bx, by, bz, cx, cy, cz):
+    return (by*cz - bz*cy, bz*cx - bx*cz, bx*cy - by*cx)
+
+# sphere hit
+def i_sphere(ro_x, ro_y, ro_z, rd_x, rd_y, rd_z, sph_x, sph_y, sph_z):
+    oc_x = ro_x - sph_x
+    oc_y = ro_y - sph_y
+    oc_z = ro_z - sph_z
+
+    b = dot(oc_x, oc_y, oc_z, rd_x, rd_y, rd_z)
+    c = norm_sq(oc_x, oc_y, oc_z) - 1.0
+    h = b*b - c
+
+    if h < 0.0:
+        return -1.0
+    else:
+        return -b - sqrt(h)
+
+# sphere soft shadow
+def ss_sphere(ro_x, ro_y, ro_z, rd_x, rd_y, rd_z, sph_x, sph_y, sph_z):
+    oc_x = sph_x - ro_x
+    oc_y = sph_y - ro_y
+    oc_z = sph_z - ro_z
+
+    b = dot(oc_x, oc_y, oc_z, rd_x, rd_y, rd_z)
+
+    if b > 0.0:
+        h = norm_sq(oc_x, oc_y, oc_z) - b*b - 1.0
+        return clamp(0.0, 1.0, 16.0 * h / b)
+    else:
+        return 1.0
+
+# sphere lambert shading
+def lambert(lig_x, lig_y, lig_z, nor_x, nor_y, nor_z):
+    return max(0.0, dot(lig_x, lig_y, lig_z, nor_x, nor_y, nor_z))
+
+# sphere occlusion
+def occ_sphere(pos_x, pos_y, pos_z, nor_x, nor_y, nor_z, sph_x, sph_y, sph_z):
+    di_x = sph_x - pos_x
+    di_y = sph_y - pos_y
+    di_z = sph_z - pos_z
+
+    l_sq = norm_sq(di_x, di_y, di_z)
+    inv_l = 1.0 / math.sqrt(l_sq)
+    di_x = di_x * inv_l
+    di_y = di_y * inv_l
+    di_z = di_z * inv_l
+
+    nd = dot(nor_x, nor_y, nor_z, di_x, di_y, di_z)
+
+    return 1.0 - (max(0.0, nd) / l_sq)
+
+# this screen is a small [raytracer](https://www.wikiwand.com/en/Ray_tracing_(graphics))
+# that renders two spheres with soft shadows and ambient occlusion, while
+# rotating the camera around them.
+class SpheresScreen(Screen):
+    def __init__(self, display):
+        width = 64
+        height = 32
+        num_colors = 64
+
+        palette = displayio.Palette(num_colors)
+        for idx in range(num_colors):
+            #  palette[idx] = hsl(240, 0.8, 0.25 * (idx / num_colors))
+            #  palette[idx] = hsl(lerp(240, 260, idx / num_colors), 1.0, 1.0 * (idx / num_colors))
+            palette[idx] = hsl(220, 0.9, 1.0 * (idx / num_colors))
+
+        bm1 = displayio.Bitmap(width, height, num_colors)
+        bm2 = displayio.Bitmap(width, height, num_colors)
+
+        tg1 = displayio.TileGrid(bm1, pixel_shader=palette)
+        tg2 = displayio.TileGrid(bm2, pixel_shader=palette)
+
+        g1 = displayio.Group()
+        g1.append(tg1)
+
+        g2 = displayio.Group()
+        g2.append(tg2)
+
+        #  display.show(g1)
+
+        self.width = width
+        self.height = height
+        self.num_colors = num_colors
+
+        self.curr = bm1
+        self.next = bm2
+
+        self.curr_group = g1
+        self.next_group = g2
+
+    def update(self, display):
+	    width = self.width
+        height = self.height
+        num_colors = self.num_colors
+        curr = self.curr
+        next = self.next
+
+        # render to next framebuffer while current one is shown
+
+        t = time.monotonic()
+
+        # all i want for christmas is numpy...
+        # linear algebra heavy stuff is pretty obnoxious in plain python
+
+        # light direction
+        (lig_x, lig_y, lig_z) = normalize(0.6, 0.5, 0.4)
+
+        # rotate camera around the center over time
+        angle = -0.1*t
+        #  angle = -.25*t
+        ro_x = 2.5 * cos(angle)
+        ro_y = 1.0
+        ro_z = 2.5 * sin(angle)
+
+        # camera matrix
+        #
+        # M = [ [ ww_x, uu_x, vv_x ]
+        #       [ ww_y, uu_y, vv_y ]
+        #       [ ww_z, uu_z, vv_z ] ]
+        ww_x = 0.0 - ro_x
+        ww_y = 1.0 - ro_y
+        ww_z = 0.0 - ro_z
+        (ww_x, ww_y, ww_z) = normalize(ww_x, ww_y, ww_z)
+
+        (uu_x, uu_y, uu_z) = cross(ww_x, ww_y, ww_z, 0.0, 1.0, 0.0)
+        (uu_x, uu_y, uu_z) = normalize(uu_x, uu_y, uu_z)
+
+        (vv_x, vv_y, vv_z) = cross(uu_x, uu_y, uu_z, ww_x, ww_y, ww_z)
+        (vv_x, vv_y, vv_z) = normalize(vv_x, vv_y, vv_z)
+
+        # sphere locations
+        (sph1_x, sph1_y, sph1_z) = (-1.2, 1.0, 0.0)
+        (sph2_x, sph2_y, sph2_z) = ( 1.0, 1.5, 0.0)
+
+        for y in range(height):
+            for x in range(width):
+                # normalized screen space
+                # p_y in -1 .. 1
+                # p_x in -2 .. 2
+                p_x = (2.0 * x - width) / height
+                p_y = -(2.0 * y - height) / height
+
+                # create view ray
+                # rd = normalize(M * [ p_x, p_y, 1.5 ])
+                # rd = normalize(p_x*uu + p_y*vv + 1.5*ww)
+                rd_x = (p_x*uu_x) + (p_y*vv_x) + (1.5*ww_x)
+                rd_y = (p_x*uu_y) + (p_y*vv_y) + (1.5*ww_y)
+                rd_z = (p_x*uu_z) + (p_y*vv_z) + (1.5*ww_z)
+                (rd_x, rd_y, rd_z) = normalize(rd_x, rd_y, rd_z)
+
+                #  l = clamp(0.0, 1.0, rd_z)
+                #  next[x, y] = round((num_colors - 1) * l)
+                #  continue
+
+                # raytrace
+                tmin = 4.0
+
+                # rendered lightness. initial value is also bg color (no hit).
+                l = 0.0
+
+                # ray position
+                pos_x = 0.0
+                pos_y = 0.0
+                pos_z = 0.0
+
+                # normal vector
+                nor_x = 0.0
+                nor_y = 0.0
+                nor_z = 0.0
+
+                occ = 1.0
+
+                # raytrace sphere 1
+                h = i_sphere(ro_x, ro_y, ro_z, rd_x, rd_y, rd_z, sph1_x, sph1_y, sph1_z)
+                if h > 0.0 and h < tmin:
+                    tmin = h
+
+                    # pos = ro + h*rd
+                    pos_x = ro_x + h * rd_x
+                    pos_y = ro_y + h * rd_y
+                    pos_z = ro_z + h * rd_z
+
+                    # nor = normalize(pos - sph1)
+                    nor_x = pos_x - sph1_x
+                    nor_y = pos_y - sph1_y
+                    nor_z = pos_z - sph1_z
+
+                    (nor_x, nor_y, nor_z) = normalize(nor_x, nor_y, nor_z)
+
+                    occ = 0.5 + 0.5*nor_y
+                    occ *= occ_sphere(pos_x, pos_y, pos_z, nor_x, nor_y, nor_z, sph1_x, sph1_y, sph1_z)
+
+                # raytrace sphere 2
+                h = i_sphere(ro_x, ro_y, ro_z, rd_x, rd_y, rd_z, sph2_x, sph2_y, sph2_z)
+                if h > 0.0 and h < tmin:
+                    tmin = h
+
+                    # pos = ro + h*rd
+                    pos_x = ro_x + h * rd_x
+                    pos_y = ro_y + h * rd_y
+                    pos_z = ro_z + h * rd_z
+
+                    # nor = normalize(pos - sph2)
+                    nor_x = pos_x - sph2_x
+                    nor_y = pos_y - sph2_y
+                    nor_z = pos_z - sph2_z
+                    (nor_x, nor_y, nor_z) = normalize(nor_x, nor_y, nor_z)
+
+                    occ = 0.5 + 0.5*nor_y
+                    occ *= occ_sphere(pos_x, pos_y, pos_z, nor_x, nor_y, nor_z, sph2_x, sph2_y, sph2_z)
+
+                # shading + lighting
+                if tmin < 4.0:
+                    # pos = ro + tmin*rd
+                    pos_x = ro_x + tmin * rd_x
+                    pos_y = ro_y + tmin * rd_y
+                    pos_z = ro_z + tmin * rd_z
+
+                    # shadows
+                    sha = 1.0
+                    # # skip first sphere since its shadow doesn't hit anything
+                    # sha *= ss_sphere(pos_x, pos_y, pos_z, lig_x, lig_y, lig_z, sph1_x, sph1_y, sph1_z)
+                    sha *= ss_sphere(pos_x, pos_y, pos_z, lig_x, lig_y, lig_z, sph2_x, sph2_y, sph2_z)
+
+                    l = 0.0
+
+                    # ambient occlusion
+                    l += 0.5 * occ
+
+                    # lambert shading
+                    l += 5.0 * lambert(lig_x, lig_y, lig_z, nor_x, nor_y, nor_z) * sha
+
+                    l *= 0.22
+
+                # gamma adjustment
+                l = clamp(0.0, 1.0, math.pow(l, 0.85))
+                next[x, y] = round((num_colors - 1) * l)
+
+        # swap frame buffers
+
+        self.curr = next
+        self.next = curr
+
+        curr_group = self.curr_group
+        self.curr_group = self.next_group
+        self.next_group = curr_group
+
+        # show new framebuffer
+
+        display.show(self.curr_group)
+
+
+class Button:
+    def __init__(self, button_pin):
+        self.press_counter = countio.Counter(
+            pin=button_pin,
+            edge=countio.Edge.RISE,
+            pull=digitalio.Pull.UP,
+        )
+        self.prev_total = 0
+
+    # Returns the number of button presses since we last checked
+    def new_presses(self):
+        new_total = self.press_counter.count
+        new_presses = new_total - self.prev_total
+        self.prev_total = new_total
+        return new_presses
+
+def main():
+    display = make_display()
+
+    screens = [
+        StartScreen,
+        CircleScreen,
+        WarpScreen,
+        Warp2Screen,
+        SpheresScreen,
+        GameOfLifeScreen,
+        #  ColorTestScreen,
+    ]
+    prev_screen_idx = -1
+    screen_idx = 0
+
+    up_button = Button(board.BUTTON_UP)
+    # down_button = Button(board.BUTTON_DOWN)
+
+    while True:
+        up_button_presses = up_button.new_presses()
+        if up_button_presses > 0:
+            screen_idx = (screen_idx + 1) % len(screens)
+
+        if screen_idx != prev_screen_idx:
+            prev_screen_idx = screen_idx
+            screen = screens[screen_idx](display)
+
+        screen.update(display)
+
+try:
+    main()
+except Exception as err:
+    print(f"Error: {err}")
+

                                                                    (for reference) one-time setup process #

                                                                    Board product page: https://www.adafruit.com/product/4745

                                                                    Board info:

                                                                    UF2 Bootloader v1.23.1-adafruit.1-328-gf06693a SFHWRO
+Model: Matrix Portal M4
+Board-ID: SAMD51J19A-MatrixPortal-v0
+

                                                                    When first connected to power, we see the cool little falling sand demo that comes pre-installed.

                                                                    After connecting it to a machine through the USB-C port, double-press the RST button on the board; the debug light flashes and a USB-drive called MATRIXBOOT mounts on the connected machine.

                                                                    If nothing happens, make sure the USB-C cable you're using supports data transfer and not just power.

                                                                    The pre-installed contents of the drive:

                                                                    $ ls /media/phlip9/MATRIXBOOT
+CURRENT.UF2
+INDEX.HTM
+INFO_UF2.TXT
+

                                                                    We then install the CircuitPython "OS" onto the board:

                                                                    $ cd /tmp
+$ wget https://downloads.circuitpython.org/bin/matrixportal_m4/en_US/adafruit-circuitpython-matrixportal_m4-en_US-7.3.3.uf2
+$ cp adafruit-circuitpython-matrixportal_m4-en_US-7.3.3.uf2 /media/phlip9/MATRIXBOOT
+

                                                                    The lights should flash a bit and the disk will unmount from your machine. A second later another USB disk mounts called CIRCUITPY.

                                                                    Download and install the Mu editor.

                                                                    On linux I had to add my user, phlip9, to the dialout group and then restart for Mu+CircuitPython to work. macOS and Windows users can skip this step.

                                                                    $ sudo adduser phlip9 dialout
+

                                                                    Open the Mu editor and select "Mode", then choose "CircuitPython". If everything was setup properly, it should auto-detect the board.

                                                                    Close any random "untitled" file it tries to create. Next hit the "Load" icon and navigate to the CIRCUITPY drive. Choose the code.py file. You should see something like:

                                                                    print("Hello, World!")
+

                                                                    Click the "Serial" button to show the device print output. Save the currently open code.py file and the board will automatically restart and run the file!

                                                                    \ No newline at end of file diff --git a/misc/scanning QR codes on desktop/index.html b/misc/scanning QR codes on desktop/index.html new file mode 100644 index 0000000000..91824c3b5b --- /dev/null +++ b/misc/scanning QR codes on desktop/index.html @@ -0,0 +1,93 @@ +scanning QR codes on desktop | philip's notes

                                                                    scanning QR codes on desktop

                                                                    2021-12-06 · 1 min read

                                                                      $ sudo apt-get install zbar-tools
+$ zbarimg <qr-code-image>
+
                                                                      \ No newline at end of file diff --git a/misc/setting up a headless raspbian boot image/index.html b/misc/setting up a headless raspbian boot image/index.html new file mode 100644 index 0000000000..e01f33d98a --- /dev/null +++ b/misc/setting up a headless raspbian boot image/index.html @@ -0,0 +1,121 @@ +setting up a headless raspbian boot image | philip's notes

                                                                      setting up a headless raspbian boot image

                                                                      2020-12-12 · 3 min read

                                                                        Objective #

                                                                        1. Custom SD card boot image for Raspberry Pi Zero W.
                                                                        2. RPi should boot headless, connect to configured WiFi, run ssh.

                                                                        Better Alternative? #

                                                                        I only discovered this after successfully generating my own image, but it seems more convenient: (https://github.com/kenfallon/fix-ssh-on-pi, http://www.lpenz.org/articles/ansiblerpi/index.html). It just mounts a stock Raspbian image and directly modifies the wpa_supplicant.conf and other configuration, instead of building a fresh image from scratch, which takes like 45 minutes...

                                                                        EDIT: It looks like rpi-imager has basic image customization available? #

                                                                        TODO #

                                                                        • enable kernel I2C, SPI, and PWM controllers in /boot/config.txt

                                                                        Installation #

                                                                        (Windows, macOS) Install Docker Desktop #

                                                                        See: https://www.docker.com/products/docker-desktop

                                                                        Clone pi-gen: # 

                                                                        $ git clone --depth=1 git@github.com:RPi-Distro/pi-gen.git
+

                                                                        Add pi-gen/config # 

                                                                        IMG_NAME=raspbian_headless
+LOCALE_DEFAULT=en_US.UTF-8
+TARGET_HOSTNAME=<..>
+TIMEZONE_DEFAULT=America/Los_Angeles
+FIRST_USER_NAME=phlip9
+FIRST_USER_PASS=<..>
+DISABLE_FIRST_BOOT_USER_RENAME=1
+WPA_ESSID="<..>"
+WPA_PASSWORD="<..>"
+WPA_COUNTRY=US
+ENABLE_SSH=1
+PUBKEY_ONLY_SSH=1
+PUBKEY_SSH_FIRST_USER="ssh-ed25519 AAAAC3NzaC1lZDI1NTE5AAAAIGrOw2yrUxOYB9ItWrZW4e/AmatL5GH58jTnI/HNoXZz philiphayes9@gmail.com"
+STAGE_LIST="stage0 stage1 stage2"
+

                                                                        This config sets up all the locale shit and all, but most importantly, enables wifi on boot and pubkey-only ssh, so we can ssh into the running board without needing to hookup a keyboard / monitor.

                                                                        NOTE: The Raspberry Pi Zero W DOES NOT support 5GHz wifi.

                                                                        (Linux/x86_64) Install qemu-user-static #

                                                                        This lets us run arm binaries on an x86_64 machine via qemu.

                                                                        $ sudo apt install qemu-user-static
+

                                                                        Context:

                                                                        Linux is able execute binaries from other architectures, meaning that it should be possible to make use of pi-gen on an x86_64 system, even though it will be running ARM binaries. This requires support from the binfmt_misc kernel module.

                                                                        If this is not set up correctly, you will see something like this error in the next step:

                                                                        W: Failure trying to run: chroot "/pi-gen/work/test/stage0/rootfs" /bin/true
+and/or
+chroot: failed to run command '/bin/true': Exec format error
+

                                                                        Build the image # 

                                                                        $ ./build-docker.sh
+

                                                                        This should spit out our fresh image in ./deploy/:

                                                                        ~/dev/pi-gen$ ls -lh deploy/
+total 528M
+-rw-r--r-- 1 phlip9 phlip9  74K Nov 26 15:56 2022-11-26-raspbian_headless-lite.info
+-rw-r--r-- 1 phlip9 phlip9 6.2K Nov 26 15:58 build.log
+-rw-r--r-- 1 phlip9 phlip9 528M Nov 26 15:57 image_2022-11-26-raspbian_headless-lite.zip
+drwxr-xr-x 2 phlip9 phlip9 4.0K Nov 26 15:58 raspbian_headless-lite
+

                                                                        If the build hangs/fails for some inscrutable reason (happened the first time), just ^CTRL-C and try again with:

                                                                        $ CONTINUE=1 ./build-docker.sh
+

                                                                        (WSL) I tried their suggestion of using apt-cache to improve rebuild times, but that didn't work :'(

                                                                        Mount SD card #

                                                                        Download Raspberry Pi Imager #

                                                                        https://www.raspberrypi.org/software/

                                                                        Open Raspberry Pi Imager #

                                                                        Select the "deploy/*.zip" file as the image to write and then image the mounted SD card. #

                                                                        Unmount the SD card, put it into the Pi, plug in the Pi, wait ~2 min to boot, and test: # 

                                                                        $ ssh raspberrypi.local
+
+phlip9@raspberrypi:~ $ exit
+
                                                                        \ No newline at end of file diff --git a/misc/uptime to downtime conversion/index.html b/misc/uptime to downtime conversion/index.html new file mode 100644 index 0000000000..eef3d251ee --- /dev/null +++ b/misc/uptime to downtime conversion/index.html @@ -0,0 +1,91 @@ +uptime to downtime conversion | philip's notes

                                                                        uptime to downtime conversion

                                                                        2022-03-25 · 1 min read

                                                                          Ex: What does 99.9% uptime mean in actual amount of downtime per year?
                                                                          % uptime(approx) downtime per year
                                                                          90%40 days
                                                                          99%4 days
                                                                          99.9%10 hr
                                                                          99.99%1 hr
                                                                          99.999%6 min
                                                                          99.9999%30 sec

                                                                          \ No newline at end of file diff --git a/misc/water distillation setup/index.html b/misc/water distillation setup/index.html new file mode 100644 index 0000000000..d0a15a16c9 --- /dev/null +++ b/misc/water distillation setup/index.html @@ -0,0 +1,91 @@ +water distillation setup | philip's notes

                                                                          water distillation setup

                                                                          2022-03-16 · 1 min read

                                                                            "Schematic" #

                                                                            water distillation setup.svg

                                                                            BOM #

                                                                            date: 2022/03/18
                                                                            NamePriceLink
                                                                            rubber filter adapters$14https://www.amazon.com/Rubber-Filter-Adapter-Buchner-Funnels/dp/B073QVSK2T
                                                                            faucet adapter (portable shower hose)$9https://www.amazon.com/Diane-Portable-Shampoo-Spray-Hose/dp/B001A35ZEC
                                                                            plastic lab joint clips (x5)$8https://www.amazon.com/uxcell-Plastic-Mounting-Laboratory-Connector/dp/B08K2S91X9
                                                                            QWORK Liebig Condenser 24/40 200mm$18https://www.amazon.com/QWORK-Jacket-200mm-Condenser-Laboratory/dp/B08TRCG2N4
                                                                            QWORK Vacuum Take Off Adapter 24/40 105deg$13https://www.amazon.com/QWORK-Vacuum-Adapter-Degree-Joints/dp/B09NPLTLQK
                                                                            (?) QWORK Glass Stopper 24/40 (x2)$10https://www.amazon.com/QWORK-Glass-Stopper-Hollow-Outer/dp/B09FF5K1J8
                                                                            StonyLab 3-way Distilling Adapter Joint 24/40$21https://www.amazon.com/dp/B07CGT18J4
                                                                            Silicone Tubing 10mm ID x 13mm OD 10FT$11https://www.amazon.com/dp/B08PTYJ3GX
                                                                            TOTAL$104

                                                                            \ No newline at end of file diff --git a/networking/CIDR/index.html b/networking/CIDR/index.html new file mode 100644 index 0000000000..bc5db537eb --- /dev/null +++ b/networking/CIDR/index.html @@ -0,0 +1,100 @@ +CIDR | philip's notes

                                                                            CIDR

                                                                            2022-04-17 · 4 min read

                                                                            CIDR or Classless Inter-Domain Routing is a more granular method for allocating IP addresses and routing IP packets than the now removed IP Class-based allocation.

                                                                            CIDR notation is a compact way to write an IP and Subnet Mask, like 35.99.0.0/16 instead of 35.99.0.0, 255.255.0.0.

                                                                            Preliminaries #

                                                                            IP addresses are split into two pieces: (1) the network prefix or subnet address (read: address of the subnet), identified by the most-significant bits and (2) the host identifier in the least-significant bits, which identifies a specific interface on a host in that subnet.

                                                                            Original IPv4 addresses were categorized by "classes", which split them up according to a few of the first bits in the address (starting from the MSB). Today this is mostly a legacy detail that was later replaced, but the "class-less" in CIDR refers to the lack of distinct classes in CIDR, which instead uses "variable-length subnet masking" (VLSM) to allocate network prefixes along any bit boundary.

                                                                            Subnet Mask #

                                                                            To refresh, a subnet mask is just a bitmask we use to AND against the IP to retrieve the network prefix. Likewise, if we invert the subnet mask then AND against the IP, we get the host id.

                                                                            For example, if we have the LAN IP 192.168.3.5 with subnet mask 255.255.254.0, then our network prefix is 192.168.2.0 and the host id is 0.0.1.5. This might be clearer if you see the bits written out explicitly.

                                                                            1100 0000 . 1010 1000 . 0000 0011 . 0000 0101   ip
+1111 1111 . 1111 1111 . 1111 1110 . 0000 0000   subnet_mask
+1100 0000 . 1010 1000 . 0000 0010 . 0000 0000   network_prefix = ip & subnet_mask
+0000 0000 . 0000 0000 . 0000 0001 . 0000 0101   host_id = ip & !subnet_mask
+

                                                                            As we'll see in a moment, this IP+mask in equivalent CIDR notation would be 192.168.3.5/23.

                                                                            Historically, a full 32-bit bitmask was used to differentiate between which part of an IPv4 address was the network prefix and which part was the host identifier.

                                                                            For a while, subnet masks could be any arbitrary non-contiguous bitmask; however, some RFCs eventually mandated that they must be contiguous, starting from the most-significant bit. As we'll see in a moment, an IP with a subnet mask and an IP in CIDR notation are 100% equivalent nowadays.

                                                                            CIDR notation #

                                                                            Instead of writing out the whole subnet mask, we can instead write just the number of leading ones in the subnet mask (called the mask width) alongside the IP. This format is called CIDR notation.

                                                                            Using the same example as above, the ip 192.168.3.5 with subnet mask 255.255.254.0 would be written as 192.168.3.5/23 in CIDR notation.

                                                                            Deriving that more explicitly in Rust code:

                                                                            let ip: Ipv4Addr = "192.168.3.5".into();
+let mask_width = 23;
+let subnet_mask = !(0xffff_ffff_u32 >> mask_width);
+let network_prefix: Ipv4Addr = (ip.as_u32() & subnet_mask).into();
+let host_id: Ipv4Addr = (ip.as_u32() & !subnet_mask).into();
+

                                                                            I used to get confused on whether the CIDR mask width refers to the subnet mask or host id mask. A simple memnonic helps me remember:

                                                                            the CIDR number is on the right, so we shift ones right (to make the mask).

                                                                            Note that CIDR notation works the exact same for IPv6, except we have 128 bits to play with instead of just 32 bits.

                                                                            Another useful insight to remember: the CIDR mask width goes from least specific (/0) to most specific (/32).

                                                                            CIDR block #

                                                                            When describing a range of IPs, we often write an IP in CIDR notation with the bits outside the network prefix set to zero.

                                                                            Some examples:
                                                                            Address RangeCIDR blockNumber of addresses
                                                                            192.168.0.0 -> 192.168.255.255192.168.0.0/162^16 = 65,536
                                                                            172.16.0.0 -> 172.31.255.255172.16.0.0/122^20 = 1,048,576
                                                                            10.0.0.0 -> 10.255.255.25510.0.0.0/82^24 = 16,777,216

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                                                                            networking

                                                                            CIDR →

                                                                            2022-04-17 · 4 min read

                                                                            ipv6 address space →

                                                                            2022-04-24 · 3 min read

                                                                            network interface card (NIC) →

                                                                            2022-04-17 · 2 min read

                                                                            network interfaces →

                                                                            2022-04-17 · 10 min read

                                                                            \ No newline at end of file diff --git a/networking/ipv6 address space/index.html b/networking/ipv6 address space/index.html new file mode 100644 index 0000000000..c30b13f9fa --- /dev/null +++ b/networking/ipv6 address space/index.html @@ -0,0 +1,101 @@ +ipv6 address space | philip's notes

                                                                            ipv6 address space

                                                                            2022-04-24 · 3 min read

                                                                            See: IANA > Internet Protocol Version 6 Address Space

                                                                            See: IANA > IPv6 Special-Purpose Address Registry
                                                                            prefixnameRFCS
                                                                            0000::/8Reserved
                                                                            -> ::1/128LoopbackRFC4291
                                                                            -> ::/128Bind to unspecified interfaceRFC4291
                                                                            -> ::ffff:0:0/96IPv4-mapped addressesRFC4291
                                                                            -> 64:ff9b::/96Algorithmic IPv4/IPv6 translation prefixRFC6052
                                                                            -> 64:ff9b:1::/48Local-use IPv4/IPv6 translation prefixRFC8215
                                                                            0100::/8Discard-only BlockRFC6666
                                                                            2000::/3Global UnicastRFC4291
                                                                            -> 2001::/32TEREDO - tunnel IPv6 over UDP through NATsRFC4380
                                                                            -> 2001:1::1/128Port Control Protocol (PCP) static AnycastRFC7723
                                                                            -> 2001:1::2/128TURN static AnycastRFC8155
                                                                            -> 2001:2::/48Reserved for benchmarkingRFC5180
                                                                            -> 2001:3::/32Automatic Multicast Tunneling (AMT)RFC7450
                                                                            -> 2001:20::/28Overlay Routable Cryptographic Hash Ids (ORCHIDv2)RFC7343
                                                                            -> 2001:db8::/32Documentation/example only addressRFC3849
                                                                            -> 2002::/166to4 tunnelingRFC3056
                                                                            f000::/5Reserved
                                                                            f800::/6Reserved
                                                                            fc00::/7Unique-Local UnicastRFC4193
                                                                            fe00::/9Reserved
                                                                            fe80::/10Link-Local UnicastRFC4291
                                                                            ff00::/8MulticastRFC4291

                                                                            unique-local unicast address (ULA) #

                                                                            • look for IPs starting with fd00::/8 as fc00::/8 is not currently allocated
                                                                            • globally unique (statistically), but not globally routable.
                                                                            • the "Global ID" is supposed to be randomly sampled. My home router samples one on initial setup.
                                                                            • people usually use these like ipv4 private address ranges (10.0.0.0/8, 172.16.0.0/16, 192.168.0.0/24)

                                                                            ex #

                                                                            kindCIDR
                                                                            prefixfd6c:6578:6502::/48
                                                                            subnetfd6c:6578:6502::/64
                                                                            addressfd6c:6578:6502::85a/128

                                                                            format # 

                                                                            | 7 bits |1|  40 bits   |  16 bits  |          64 bits           |
++--------+-+------------+-----------+----------------------------+
+| Prefix |L| Global ID  | Subnet ID |        Interface ID        |
++--------+-+------------+-----------+----------------------------+
+
                                                                            fdGG:GGGG:GGGG:ssss::/64
+
                                                                            • fe80::/64
                                                                            • ex: fe80::6238:e0ff:febc:3f60/128
                                                                            • address endpoints localized to a single link. Not globally routable.
                                                                            • routers will refuse to forward packets w/ link-local source to other links.
                                                                            • ex: all computers connected to a switch or wireless network or bridge can send link-local packets to each other, but can't send across routers.
                                                                            • used in protocols like IPv6 Stateless Address Configuration (SLAAC), where you don't really care what address each host gets as long as it's unique and routable. Compare w/ DHCP which gives tighter control over address allocation.

                                                                            format # 

                                                                            |   10     |
+|  bits    |         54 bits         |          64 bits           |
++----------+-------------------------+----------------------------+
+|1111111010|           0             |       interface ID         |
++----------+-------------------------+----------------------------+
+
                                                                            \ No newline at end of file diff --git a/networking/network interface card (NIC)/index.html b/networking/network interface card (NIC)/index.html new file mode 100644 index 0000000000..a2782574c3 --- /dev/null +++ b/networking/network interface card (NIC)/index.html @@ -0,0 +1,91 @@ +network interface card (NIC) | philip's notes

                                                                            network interface card (NIC)

                                                                            2022-04-17 · 2 min read

                                                                            Wikipedia: https://www.wikiwand.com/en/Network_interface_controller

                                                                            These are the phyiscal hardware devices responsible for actually, phyiscally sending bits over the proverbial wire. In OSI model terms, they usually bridge L1 (Phyiscal Layer) and L2 (Data-link Layer), though some fancy NICs can handle the whole TCP/IP stack.

                                                                            Most consumer-grade hardware comes with a NIC integrated into the CPU or Motherboard. NICs can also be purchased separately and hooked up via the PCI bus.

                                                                            These NICs are then typically connected via a physical Ethernet connection or provide wireless WiFi connection to a local router.

                                                                            NICs are abstracted away by the kernel with network interfaces for userspace applications to configure and consume.

                                                                            For a simplified mental model, I like to think of a NIC as a set of receive (rx) queues and transmit (tx) queues for sending and receiving link-layer frames.

                                                                            The tx/rx queues are typically FIFO ring-buffers. If you don't pull off frames fast enough or push too many frames at once, you'll start overwriting old frames : ).

                                                                            NICs typically provide a low-level interface or driver for the kernel (or more rarely, a userspace application) to pump outbound link-layer frames into the network and read inbound link-layer frames from the network.

                                                                            NICs are addressed via MAC addresses on the local physical network. MAC addresses need to be unique per local network, but aren't globally unique.

                                                                            Kernel Bypass #

                                                                            Userspace applications can completely bypass the kernel and send/receive packets directly from a NIC. Doing this by hand would be quite tedious, as different NICs often have different APIs. People tend to use a library like DPDK (Data-Plane Development Kit) for this purpose. As for why you would want to do this, the answer is usually performance and control. Some exotic NICs or FPGA accelerators may also require bypassing the kernel to take full advantage.

                                                                            \ No newline at end of file diff --git a/networking/network interfaces/index.html b/networking/network interfaces/index.html new file mode 100644 index 0000000000..a9be408904 --- /dev/null +++ b/networking/network interfaces/index.html @@ -0,0 +1,227 @@ +network interfaces | philip's notes

                                                                            network interfaces

                                                                            2022-04-17 · 10 min read

                                                                            Wikipedia: https://www.wikiwand.com/en/Virtual_network_interface

                                                                            Let's start with some basic definitions. A network interface is a software interface over some:

                                                                            1. phyiscal networking hardware, like a network interface card (NIC). You'll see these named like eth0, eth5, radio0, wlan3.
                                                                            2. virtual interface, like the "loopback" device or a WireGuard VPN tunnel.
                                                                              • Most virtual interfaces wrap a lower physical interface or another virtual interface. One exception is the loopback interface lo which stands alone.
                                                                              • We have virtual interfaces to maximise flexibility when configuring our system.
                                                                              • These will look like lo, eth0:1, eth0.1, vlan2, br-lan, pppoe-dsl, gre0, sit0, tun0, imq0, teql0.

                                                                            Helpful Tip: Cloud machines will often present two virtual networking interfaces, one for public internet traffic and one for private VPC traffic.

                                                                            Physical Network Interfaces #

                                                                            Ex: eth0, eth4, radio0, wlan2

                                                                            • These interfaces always represent an actual hardware device such as an Ethernet or Wireless NIC.
                                                                            • Physical network interfaces are provided by the kernel and presented to the user for configuration and consumption.

                                                                            Virtual Network Interfaces #

                                                                            Loopback #

                                                                            Ex: lo, lo0

                                                                            • The Loopback interface is provided by the kernel so applications can easily communicate with other local applications without any special code changes.
                                                                            • Any traffic sent to the loopback IP is immediately passed back up the network stack as if it had been received from another device.
                                                                            • The IPv4 range 127.0.0.1/8 and IPv6 address ::1/128 both represent the loopback device.
                                                                            • The DNS name localhost is also a special name that resolves to 127.0.0.1 or ::1.

                                                                            VLANs #

                                                                            Ex: eth4.0, eth4.1, eth4.2, vlan0

                                                                            • Virtual LANs let you partition a single link-layer (L2) network into multiple virtual L2 networks.
                                                                            • VLANs let you decouple a user's network location from their physical location.
                                                                            • VLANs let you separate and isolate network applications, despite sitting on the same physical network.
                                                                            • VLANs let you group hosts together even if they're not directly connected to same network switch, simplifying network design and deployment.
                                                                            • Cloud hosts often use VLANs to provide customers with a single VPC network spanning multiple regions. Multiple customers can use the same physical links yet remain safely isolated.
                                                                            • VLANs use the IEEE 802.1Q Ethernet frame header extension to "tag" each frame with its associated VLAN id. Since VLANs operate at L2, they let us support higher layers (L3+) transparently.

                                                                            Stacked VLANs #

                                                                            • Create VLANs, inside VLANs, ..., inside VLANs : )
                                                                            • Uses IEEE 802.1ad to add multiple VLAN tags to ethernet frames.

                                                                            Bridges #

                                                                            Ex: br0, br-lan

                                                                            • Network Bridges make multiple physical or virtual network interfaces act as if they were just one network interface.
                                                                            • In some ways, bridges are the opposite of VLANs.
                                                                            • For example, my local OpenWRT router groups all LAN ethernet devices and wireless radios into one logical LAN interface, called br-lan. This way my phone and laptop can easily connect to my desktop, even though the first two connect over WiFi and the last connects over wired ethernet. From each device's perspective, the network looks like a single unified network.
                                                                            • See: Linux Foundation Wiki - bridge

                                                                            Bonds #

                                                                            Ex: bond0

                                                                            • Network Bonding allows you to combine multiple links into one big link for higher throughput or reliability.
                                                                            • For example, if you have two upstream eth interfaces that each support 50 Mbps throughput, you can bond them into one virtual eth interface with a maximum of 100 Mbps throughput.

                                                                            Tunnels/Taps #

                                                                            Ex: pppoe-dsl, wg0, tun0, tunl0, tap2, vpn1, sit0

                                                                            • Tunnels let you send L3 packets or L2 frames over a Tunneling Protocol, usually to a remote host.
                                                                            • For example, WireGuard is a secure VPN protocol that provides a secure wg0 tunnel interface.
                                                                              • It lets you send standard L4 TCP/UDP/whatever packets over the wg0 tunnel to configured remote WireGuard peers.
                                                                              • Data sent through the tunnel is wrapped, encrypted, and sent over WireGuard's UDP protocol to the destination peer.
                                                                              • WireGuard servers maintain a Cryptokey routing table that associates a pubkey and set of allowed source CIDRs for each peer.
                                                                            • Linux TUN/TAP lets userspace programs provide virtual software network interfaces at L3 (TUN, IP packets) or L2 (TAP, Ethernet frames).

                                                                            Special Purpose #

                                                                            Ex: icq0, teql0

                                                                            (Deprecated) Aliases #

                                                                            Ex: eth4:5, eth4:6

                                                                            • Back in the day, Linux only supported one IP+mask per interface. Aliases are a way to present an existing interface with more than one IP+mask. Aliases are no longer necessary, but exist for backwards-compatibility reasons.
                                                                            • See: Linux Networking Documentation > IP-Aliasing

                                                                            Viewing the current network interfaces #

                                                                            On a recent Linux kernel, you can easily view the available interfaces with ip addr. This command will list the current network interfaces along with their names, configuration, and CIDRs they're responsible for.

                                                                            Quickly, before we dive in, the network topology in these examples looks like:

                                                                            	      desktop
+.------------------------.
+|     vEth              eth                  eth        fiber
+| WSL <---> Windows 11 <-|-> OpenWRT Router <---> Modem <---> ISP
+|                        |
+'------------------------'
+

                                                                            Starting with my desktop WSL Linux VM, the interfaces are fairly simple.

                                                                            # Desktop Computer, Linux running in WSL
+$ ip addr
+
+1: lo: <LOOPBACK,UP,LOWER_UP> mtu 65536 qdisc noqueue state UNKNOWN group default qlen 1000
+
+    link/loopback 00:00:00:00:00:00 brd 00:00:00:00:00:00
+    inet 127.0.0.1/8 scope host lo
+       valid_lft forever preferred_lft forever
+    inet6 ::1/128 scope host
+       valid_lft forever preferred_lft forever
+
+2: eth0: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc mq state UP group default qlen 1000
+
+    link/ether 00:12:34:77:55:aa brd ff:ff:ff:ff:ff:ff
+    inet 172.20.114.28/20 brd 172.20.127.255 scope global eth0
+       valid_lft forever preferred_lft forever
+    inet6 fe80::215:5dff:fea9:713/64 scope link
+       valid_lft forever preferred_lft forever
+
+# plus some disabled interfaces: bond0, dummy0, tunl0, sit0
+

                                                                            Here we have a local loopback (lo) interface and a virtual ethernet interface (eth0) to the Windows WSL virtual Ethernet adapter. Currently the WSL network interface is in NAT mode (as opposed to Bridge mode), so the WSL network is hidden from the outer LAN.

                                                                            Underneath the WSL instance, we have the base Windows desktop machine. Here it's configured with a physical Ethernet interface to the local LAN OpenWRT router.

                                                                            PS > ipconfig
+
+Windows IP Configuration
+
+
+Ethernet adapter Ethernet:
+
+   Connection-specific DNS Suffix  . : lan
+   IPv6 Address. . . . . . . . . . . : 2601:646:ca00:2fb5:dcb2:595c:1f81:cfc6
+   IPv6 Address. . . . . . . . . . . : fd5b:7e09:2223::88e
+   IPv6 Address. . . . . . . . . . . : fd5b:7e09:2223:0:dcb2:595c:1f81:cfc6
+   Temporary IPv6 Address. . . . . . : 2601:646:ca00:b0e:7576:98bc:5e6c:7eb1
+   Temporary IPv6 Address. . . . . . : fd5b:7e09:2223:0:7576:98bc:5e6c:7eb1
+   Link-local IPv6 Address . . . . . : fe80::dcb2:596c:1f81:cfc6%5
+   IPv4 Address. . . . . . . . . . . : 10.69.69.111
+   Subnet Mask . . . . . . . . . . . : 255.255.255.0
+   Default Gateway . . . . . . . . . : fe80::5249:e0ff:febc:3f60%5
+                                       10.69.69.1
+
+Ethernet adapter vEthernet (WSL):
+
+   Connection-specific DNS Suffix  . :
+   Link-local IPv6 Address . . . . . : fe80::49ef:174b:890:ef00%22
+   IPv4 Address. . . . . . . . . . . : 172.20.112.1
+   Subnet Mask . . . . . . . . . . . : 255.255.240.0
+   Default Gateway . . . . . . . . . :
+

                                                                            Or in a bit more detail (IPv4 at least)

                                                                            PS > netsh interface ipv4 show config
+
+Configuration for interface "Ethernet"
+    DHCP enabled:                         Yes
+    IP Address:                           10.69.69.111
+    Subnet Prefix:                        10.69.69.0/24 (mask 255.255.255.0)
+    Default Gateway:                      10.69.69.1
+    Gateway Metric:                       0
+    InterfaceMetric:                      25
+    DNS servers configured through DHCP:  10.69.69.1
+    Register with which suffix:           Primary only
+    WINS servers configured through DHCP: None
+
+Configuration for interface "Loopback Pseudo-Interface 1"
+    DHCP enabled:                         No
+    IP Address:                           127.0.0.1
+    Subnet Prefix:                        127.0.0.0/8 (mask 255.0.0.0)
+    InterfaceMetric:                      75
+    Statically Configured DNS Servers:    None
+    Register with which suffix:           Primary only
+    Statically Configured WINS Servers:   None
+
+Configuration for interface "vEthernet (WSL)"
+    DHCP enabled:                         No
+    IP Address:                           172.21.32.1
+    Subnet Prefix:                        172.21.32.0/20 (mask 255.255.240.0)
+    InterfaceMetric:                      5000
+    Statically Configured DNS Servers:    None
+    Register with which suffix:           None
+    Statically Configured WINS Servers:   None
+

                                                                            On my OpenWRT router, the configuration gets a bit crazy.

                                                                            $ ip addr
+
+1: lo: <LOOPBACK,UP,LOWER_UP> mtu 65536 qdisc noqueue state UNKNOWN qlen 1000
+    link/loopback 00:00:00:00:00:00 brd 00:00:00:00:00:00
+    inet 127.0.0.1/8 scope host lo
+       valid_lft forever preferred_lft forever
+    inet6 ::1/128 scope host
+       valid_lft forever preferred_lft forever
+
+2: eth0: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1508 qdisc mq state UP qlen 1024
+    link/ether 34:f4:aa:91:ec:60 brd ff:ff:ff:ff:ff:ff
+    inet6 fe80::5249:e0ff:febc:3f60/64 scope link
+       valid_lft forever preferred_lft forever
+
+3: lan4@eth0: <NO-CARRIER,BROADCAST,MULTICAST,UP> mtu 1500 qdisc noqueue master br-lan state LOWERLAYERDOWN qlen 1000
+    link/ether 34:f4:aa:91:ec:60 brd ff:ff:ff:ff:ff:ff
+4: lan3@eth0: <NO-CARRIER,BROADCAST,MULTICAST,UP> mtu 1500 qdisc noqueue master br-lan state LOWERLAYERDOWN qlen 1000
+    link/ether 34:f4:aa:91:ec:60 brd ff:ff:ff:ff:ff:ff
+5: lan2@eth0: <NO-CARRIER,BROADCAST,MULTICAST,UP> mtu 1500 qdisc noqueue master br-lan state LOWERLAYERDOWN qlen 1000
+    link/ether 34:f4:aa:91:ec:60 brd ff:ff:ff:ff:ff:ff
+6: lan1@eth0: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc noqueue master br-lan state UP qlen 1000
+    link/ether 34:f4:aa:91:ec:60 brd ff:ff:ff:ff:ff:ff
+
+7: wan@eth0: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc noqueue state UP qlen 1000
+    link/ether 36:f4:aa:91:ec:60 brd ff:ff:ff:ff:ff:ff
+    inet 69.312.42.96/22 brd 69.312.42.255 scope global wan
+       valid_lft forever preferred_lft forever
+    inet6 2001:547:6143:b9:905:61b9:2a3:6aff/128 scope global dynamic noprefixroute
+       valid_lft 258008sec preferred_lft 258008sec
+    inet6 fe80::5049:e0ff:febc:3f60/64 scope link
+       valid_lft forever preferred_lft forever
+
+10: mlan0: <BROADCAST,MULTICAST> mtu 1500 qdisc noop state DOWN qlen 1000
+    link/ether 34:f4:aa:91:ec:63 brd ff:ff:ff:ff:ff:ff
+
+14: br-lan: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc noqueue state UP qlen 1000
+    link/ether 34:f4:aa:91:ec:60 brd ff:ff:ff:ff:ff:ff
+    inet 10.69.69.1/24 brd 10.69.69.255 scope global br-lan
+       valid_lft forever preferred_lft forever
+    inet6 2601:646:ca00:b0e::1/64 scope global dynamic noprefixroute
+       valid_lft 258008sec preferred_lft 258008sec
+    inet6 fd5b:7e09:2223::1/60 scope global noprefixroute
+       valid_lft forever preferred_lft forever
+    inet6 fe80::5249:e0ff:febc:3f60/64 scope link
+       valid_lft forever preferred_lft forever
+
+15: wlan0: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc mq master br-lan state UP qlen 1000
+    link/ether 34:f4:aa:91:ec:62 brd ff:ff:ff:ff:ff:ff
+    inet6 fe80::5249:e0ff:febc:3f62/64 scope link
+       valid_lft forever preferred_lft forever
+16: wlan1: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc mq master br-lan state UP qlen 1000
+    link/ether 34:f4:aa:91:ec:61 brd ff:ff:ff:ff:ff:ff
+    inet6 fe80::5249:e0ff:febc:3f61/64 scope link
+       valid_lft forever preferred_lft forever
+

                                                                            Just like the others, we still have a loopback.

                                                                            TODO: explain what we're looking at : )

                                                                            \ No newline at end of file diff --git a/nvim/index.html b/nvim/index.html new file mode 100644 index 0000000000..d76fc86080 --- /dev/null +++ b/nvim/index.html @@ -0,0 +1,73 @@ +nvim | philip's notes

                                                                            nvim

                                                                            universal-ctags Notes →

                                                                            2022-01-16 · 1 min read

                                                                            \ No newline at end of file diff --git a/nvim/universal-ctags Notes/index.html b/nvim/universal-ctags Notes/index.html new file mode 100644 index 0000000000..5330799e2e --- /dev/null +++ b/nvim/universal-ctags Notes/index.html @@ -0,0 +1,94 @@ +universal-ctags Notes | philip's notes

                                                                            universal-ctags notes

                                                                            2022-01-16 · 1 min read

                                                                              useful regex debugger: https://regex101.com/

                                                                              single line regex: --regex-<lang>=/<line-pattern>/<tag-name-pattern>/<kind>/[<flags>]

                                                                              useful flags: {exclusive}: don't run any other parsers on this line if the regex matches. useful for comments.

                                                                              multi-line regex: --mline-regex-<lang>=/<line-pattern>/<tag-name-pattern>/<kind>/[<mline-flags>]

                                                                              useful flags: {mgroup=N}: the capture group that decides where this tag is located (where you go when you go-to the tag). necessary for pretty much every mline regex AFAICT.

                                                                              useful character classes:

                                                                              [[:blank:]] == [ \t]

                                                                              [[:space:]] == \s == any whitespace character (incl. newline if multi-line)

                                                                              \ No newline at end of file diff --git a/performance/bit hacks/index.html b/performance/bit hacks/index.html new file mode 100644 index 0000000000..d620a317c6 --- /dev/null +++ b/performance/bit hacks/index.html @@ -0,0 +1,579 @@ +bit hacks | philip's notes

                                                                              bit hacks

                                                                              2022-02-10 · 14 min read

                                                                              Collection of bit twiddling hacks with helpful explanations : )

                                                                              1. Stanford Graphics Bit Twiddling Hacks - Sean Anderson
                                                                              2. Hacker's Delight Algorithms List - Hank Warren
                                                                              3. github.com/gnzlbg/bitwise
                                                                              4. Matters Computational - Jörg Arndt
                                                                              5. Bit Wizardry Page - Jörg Arndt
                                                                              6. haroldbot.nl - check equivalence of 32bit binary equations

                                                                              utils #

                                                                              Just some convenient functions for debugging.

                                                                              fn u32_into_nib_le(x: u32) -> [u8; 8] {
+	let [b0, b1, b2, b3] = x.to_le_bytes();
+	[
+		b0 & 0x0f,
+		(b0 >> 4) & 0x0f,
+		b1 & 0x0f,
+		(b1 >> 4) & 0x0f,
+		b2 & 0x0f,
+		(b2 >> 4) & 0x0f,
+		b3 & 0x0f,
+		(b3 >> 4) & 0x0f,
+	]
+}
+
+fn dbg_u8(lbl: &str, x: u8) -> u8 {
+	println!("{:>12}  {:08b}", lbl, x);
+	x
+}
+
+fn dbg_u32(lbl: &str, x: u32) -> u32 {
+	println!("{:>12}  {:032b}", lbl, x);
+	x
+}
+
+fn dbg_u32_byte(lbl: &str, x: u32) -> u32 {
+	let [b0, b1, b2, b3] = x.to_le_bytes();
+	println!("{:>12}  {:08b} {:08b} {:08b} {:08b}", lbl, b3, b2, b1, b0);
+	x
+}
+
+fn dbg_u32_nib(lbl: &str, x: u32) -> u32 {
+	let [n0, n1, n2, n3, n4, n5, n6, n7] = u32_into_nib_le(x);
+	println!(
+		"{:>12}  {:04b} {:04b} {:04b} {:04b} {:04b} {:04b} {:04b} {:04b}",
+		lbl, n7, n6, n5, n4, n3, n2, n1, n0,
+	);
+	x
+}
+
+fn dbg_u64_byte(lbl: &str, x: u64) -> u64 {
+    let [b0, b1, b2, b3, b4, b5, b6, b7] = x.to_le_bytes();
+    println!(
+        "{:>12}  {:08b} {:08b} {:08b} {:08b} {:08b} {:08b} {:08b} {:08b}",
+        lbl, b7, b6, b5, b4, b3, b2, b1, b0,
+    );
+    x
+}
+

                                                                              Next k-bits Permutation Algorithm #

                                                                              Suppose we have an integer with 4-bits, xs = 00101101. We can get the next lexicographic bitvec next(xs) = 00101110 via the following algorithm:

                                                                              // given a k-bit vector `x` (i.e., `x.count_ones() == k`),
+// this fn returns the next k-bit vector permutation in
+// lexicographic order.
+//
+// ex:
+//      00001111 -> 00010111
+// 		00110101 -> 00101110
+//      00101110 -> 00110011
+//
+// notice that `x.count_ones() == next(x).count_ones()`
+fn next_kbit_perm(x: u32) -> u32 {
+	// this is `x` but with trailing zeros set to ones
+	//
+	// ex:
+	// 		00101101 -> 00101101
+	//      00101100 -> 00101111
+	let t = x | x.wrapping_sub(1);
+
+	// this selects only the trailing ones in `t`.
+	// note: t always has at least one trailing one.
+	//
+	// ex:
+	//      00001111 -> 00001111
+	// 	 	00101111 -> 00001111
+	//      00101101 -> 00000001
+	// alt. ((!t & (!t).wrapping_neg()).wrapping_sub(1))
+	let u = (1_u8 << (t.trailing_ones())).wrapping_sub(1);
+
+	// this sets the most significant bit that needs to
+	// change (but leaves some trailing zeros that we
+	// need to fixup later).
+	//
+	// ex:
+	//      00001111 -> 00010000
+	// 		00101011 -> 00101100
+	//      00101111 -> 00110000
+	let v = t.wrapping_add(1);
+
+	// the ones we need to add back into v to "fix" it
+	//
+	// ex:
+	// 		x=00011101, u=00000001 -> 00000000
+	//      x=00011110, u=00011111 -> 00000111
+	// 		x=00101011, u=00000011 -> 00000001
+	let w = u.wrapping_shr(x.trailing_zeros() + 1);
+
+	// the next permutation
+	(v | w)
+}
+
                                                                              • we can use this to generate all k-combinations of a given set, by representing each element of the set x_i as bit b_i. + For example, let's say we have the set {A,B,C}. The combination {A,C} would be represented by the bitstring 101. Applying next_kbit_perm would then give us the next 2-combination 110 or {B,C}.

                                                                              Num leading/trailing zero bytes # 

                                                                              fn u64_leading_zero_bytes_ref(x: u64) -> u32 {
+	x.to_be_bytes().into_iter().take_while(|&b| b == 0).count() as u32
+}
+
+/// Return the number of leading bytes == 0x00
+fn u64_leading_zero_bytes(x: u64) -> u32 {
+    x.leading_zeros() >> 3
+}
+
                                                                              fn u64_trailing_zero_bytes_ref(x: u64) -> u32 {
+	x.to_le_bytes().into_iter().take_while(|&b| b == 0).count() as u32
+}
+
+/// Return the number of trailing bytes == 0x00
+fn u64_trailing_zero_bytes(x: u64) -> u32 {
+    x.trailing_zeros() >> 3
+}
+

                                                                              godbolt: https://godbolt.org/z/81a7E6f7M

                                                                              Any byte == 0 #

                                                                              Returns true if any byte in x is zero.

                                                                              fn u32_any_byte_eqz_ref(x: u32) -> bool {
+	x.to_ne_bytes()
+		.into_iter()
+		.any(|b| b == 0)
+}
+
+fn u32_any_byte_eqz(x: u32) -> bool {
+	// subtract each individual byte by 1. if a byte is 0x00, this will
+	// "underflow" to 0xff.
+	//
+	// for reference:
+	// 0x0101_0101  00000001 00000001 00000001 00000001
+	let t = x.wrapping_sub(0x0101_0101);
+	// for each byte in u, the upper bit is 1 if that corresponding bit
+	// is 0 in x
+	//
+	// ex:
+	// 	         x	0XXXXXXX 1XXXXXXX 1XXXXXXX 0XXXXXXX
+	// 0x8080_8080 	10000000 10000000 10000000 10000000
+	//           u  00000000 10000000 10000000 00000000
+	let u = !x & 0x8080_8080;
+	// leave a 0x80 in a byte if the upper bit is 1
+	//
+	// this can only happen if
+	// 	 1. the value in the byte has its msb set (after subtracting 1)
+	//   2. the msb was not already 1 before subtracting
+	//
+	// (2.) implies the byte was in the range (0b00000000..=0b01111111).
+	//
+	// therefore the only value which will have its msb set after
+	// subtracting is 0, since it will "underflow" to 0b11111111
+	let v = t & u;
+
+	v != 0
+}
+

                                                                              godbolt: https://godbolt.org/z/4Evq88seo

                                                                              Any nibble == 0 #

                                                                              Returns true if any nibble in x is zero. This is just Any byte 0 but with the constants adjusted to work on every nibble rather than every byte.

                                                                              fn u32_any_nib_eqz_ref(x: u32) -> bool {
+	u32_into_nib_le(x)
+		.into_iter()
+		.any(|nb| nb == 0)
+}
+
+fn u32_any_nib_eqz(x: u32) -> bool {
+	// 0x1111_1111  0001 0001 0001 0001 0001 0001 0001 0001
+	// 0x8888_8888  1000 1000 1000 1000 1000 1000 1000 1000
+	let t = x.wrapping_sub(0x1111_1111);
+	let u = !x & 0x8888_8888;
+	let v = t & u;
+
+	v != 0
+}
+

                                                                              godbolt: https://godbolt.org/z/fnf78rKvz

                                                                              Any specific bytes == 0 #

                                                                              Returns true if any of a specific subset of the bytes in x are zero.

                                                                              mask is a bit-mask where each byte we want to select is equal to 0x01, for example, mask = 0x0100_0100 would select the 2nd and 4th bytes (1-indexed).

                                                                              fn u32_any_spec_nib_eqz_ref(x: u32, mask: u32) -> bool {
+	x.to_ne_bytes().into_iter()
+		.zip(mask.to_ne_bytes().into_iter())
+		.any(|(b_x, b_mask)| (b_mask == 0x01) && (b_x == 0x00))
+}
+
+fn u32_any_spec_nib_eqz(x: u32, mask: u32) -> bool {
+	// this is just 0x8888_8888, but only 8 where mask has a 1-nibble
+	let mask_hi = mask.wrapping_mul(0x8);
+
+	let t = x.wrapping_sub(mask);
+	let u = !x & mask_hi;
+	let v = t & u;
+
+	v != 0
+}
+

                                                                              Any specific nibbles == 0 #

                                                                              Returns true if any of a specific subset of the nibbles in x are zero.

                                                                              mask is a bit-mask where each nibble we want to select is equal to 0001, for example, mask = 0x1100_0010 would select the 2nd, 7th, and 8th nibbles (1-indexed).

                                                                              fn u32_any_spec_nib_eqz_ref(x: u32, mask: u32) -> bool {
+	u32_into_nib_le(x)
+		.into_iter()
+		.zip(u32_into_nib_le(mask).into_iter())
+		.any(|(nb_x, nb_mask)| (nb_mask == 0x1) && (nb_x == 0x0))
+}
+
+fn u32_any_spec_nib_eqz(x: u32, mask: u32) -> bool {
+	// this is just 0x8888_8888, but only 8 where mask has a 1-nibble
+	let mask_hi = mask.wrapping_mul(0x8);
+
+	let t = x.wrapping_sub(mask);
+	let u = !x & mask_hi;
+	let v = t & u;
+
+	v != 0
+}
+

                                                                              godbolt: https://godbolt.org/z/Tfn9fbKKG

                                                                              Any byte b in range m < b < n #

                                                                              where 0 <= m <= 127 and 0 <= n <= 128.

                                                                              Returns true if any byte b in x is in the range m < b < n.

                                                                              fn u32_has_byte_between_ref(x: u32, m: u32, n: u32) -> bool {
+	assert!((0..=127).contains(&m));
+	assert!((0..=128).contains(&n));
+
+	let m = m as u8;
+	let n = n as u8;
+
+	x.to_ne_bytes().into_iter().any(|b| (m < b) && (b < n))
+}
+
+fn u32_has_byte_between(x: u32, m: u32, n: u32) -> bool {
+	assert!((0..=127).contains(&m));
+	assert!((0..=128).contains(&n));
+
+	let mask = 0x0101_0101;
+	let s = mask * 127;
+	let y = mask * 128;
+	let w = mask * (127 + n);
+	let t = mask * (127 - m);
+
+	let u = x & s;
+	let z = (w - u) & (!x) & (u + t) & y;
+
+	z != 0
+}
+

                                                                              godbolt: https://godbolt.org/z/a5911ra73

                                                                              Any specific bytes b in range m < b < n #

                                                                              where 0 <= m <= 127 and 0 <= n <= 128.

                                                                              Returns true if any specific bytes b in x are in the range m < b < n, selected by a bit-mask mask.

                                                                              mask is a bit-mask where each byte we want to select is equal to 0x01, for example, mask = 0x0100_0100 would select the 2nd and 4th bytes (1-indexed).

                                                                              fn u32_has_spec_byte_between_ref(x: u32, mask: u32, m: u32, n: u32) -> bool {
+	assert!((0..=127).contains(&m));
+	assert!((0..=128).contains(&n));
+
+	let m = m as u8;
+	let n = n as u8;
+
+	x.to_ne_bytes()
+		.into_iter()
+		.zip(mask.to_ne_bytes().into_iter())
+		.any(|(b_x, b_mask)| (b_mask == 0x01) && (m < b_x) && (b_x < n))
+}
+
+fn u32_has_spec_byte_between(x: u32, mask: u32, m: u32, n: u32) -> bool {
+	assert!((0..=127).contains(&m));
+	assert!((0..=128).contains(&n));
+
+	let s = mask * 127;
+	let y = mask * 128;
+	let w = mask * (127 + n);
+	let t = mask * (127 - m);
+
+	let u = x & s;
+	let z = (w - u) & (!x) & (u + t) & y;
+
+	z != 0
+}
+

                                                                              godbolt: https://godbolt.org/z/aq8T9seEs

                                                                              Any specific nibbles nb in range m < nb < n #

                                                                              where 0 <= m <= 7 and 0 <= n <= 8.

                                                                              Returns true if any specific nibbles nb in x are in the range m < nb < n, selected by a bit-mask mask.

                                                                              mask is a bit-mask where each nibble we want to select is equal to 0001, for example, mask = 0x1100_0010 would select the 2nd, 7th, and 8th nibbles (1-indexed).

                                                                              fn u32_has_spec_nib_between_ref(x: u32, mask: u32, m: u32, n: u32) -> bool {
+	assert!((0..=7).contains(&m));
+	assert!((0..=8).contains(&n));
+
+	let m = m as u8;
+	let n = n as u8;
+
+	u32_into_nib_le(x)
+		.into_iter()
+		.zip(u32_into_nib_le(mask).into_iter())
+		.any(|(nb_x, nb_mask)| {
+			(nb_mask == 0x1) && (m < nb_x) && (nb_x < n)
+		})
+}
+
+fn u32_has_spec_nib_between(x: u32, mask: u32, m: u32, n: u32) -> bool {
+	assert!((0..=7).contains(&m));
+	assert!((0..=8).contains(&n));
+
+	let s = mask * 7;
+	let y = mask * 8;
+	let w = mask * (7 + n);
+	let t = mask * (7 - m);
+
+	let u = x & s;
+	let z = (w - u) & (!x) & (u + t) & y;
+
+	z != 0
+}
+

                                                                              godbolt: https://godbolt.org/z/PGfvT39z5

                                                                              Element-wise bytes less-than # 

                                                                              fn u64_elementwise_bytes_lt_ref(x: u64, y: u64) -> u64 {
+	assert!(x & 0x8080_8080_8080_8080_u64 == 0);
+	let bytes = x.to_le_bytes()
+		.into_iter()
+		.zip(y.to_le_bytes().into_iter())
+		.map(|(bx, by)| if bx < by { 0x80_u8 } else { 0x00_u8 })
+		.collect::<Vec<_>>();
+	u64::from_le_bytes(<[u8; 8]>::try_from(&bytes[..]).unwrap())
+}
+
+/// Do an element-wise less-than comparison across each byte in `x` and `y`.
+/// Returns a mask where each byte is `0x80` if `bx < by` and `0x00` otherwise.
+/// Requires that each byte in `x` is in the range `0 <= bx <= 0x7f (127)`.
+fn u64_elementwise_bytes_lt(x: u64, y: u64) -> u64 {
+    // ensure no elements in x are > 0x7f
+    debug_assert!((x & 0x8080_8080_8080_8080) == 0);
+
+    let a = 0x7f7f_7f7f_7f7f_7f7f_u64;
+    let b = 0x8080_8080_8080_8080_u64;
+    let c = a - x;
+
+    // a = (0x7f << 56) + (0x7f << 48) + .. + (0x7f << 0)
+    // x = (b7 << 56) + (b6 << 48) + .. + (b0 << 0)
+    // c = ((0x7f - b7) << 56) + .. + ((0x7f - b0) << 0)
+	//     iff. bi <= 0x7f forall i
+
+    // (((by & 0x7f) + (0x7f - bx) > 0x7f) || (by > 0x7f)
+    // by' + 0x7f - bx > 0x7f
+    // by' - bx > 0x7f
+    // (by' > bx) || (by > 0x7f)
+
+    ((y & a).wrapping_add(c) | y) & b
+}
+

                                                                              godbolt: https://godbolt.org/z/fzGT4bonz

                                                                              Leading byte index less-than # 

                                                                              fn u64_leading_byte_idx_lt_ref(x: u64, y: u64) -> Option<u8> {
+	x.to_le_bytes().into_iter()
+		.zip(y.to_le_bytes().into_iter())
+		.rposition(|(bx, by)| bx < by)
+		.map(|idx| idx as u8)
+}
+
+/// Given two u64's, `x` and `y`, where all bytes `bx` in `x` are in the range
+/// `0 <= bx <= 0x7f (127)`, return the _byte index_ (i.e., idx = 0 = least
+/// significant byte, idx = 7 = most-significant byte)  of the first leading byte
+/// `by` in `y` where `by > bx`. (i.e., starting from the most-significant byte).
+///
+/// Returns `None` if there are no bytes in `y` greater than their corresponding
+/// byte in `x`.
+fn u64_leading_byte_idx_lt(x: u64, y: u64) -> Option<u8> {
+    let mask_0x80 = u64_elementwise_bytes_lt(x, y);
+
+    if mask_0x80 != 0 {
+        Some((7 - u64_leading_zero_bytes(mask_0x80)) as u8)
+    } else {
+        None
+    }
+}
+

                                                                              godbolt: https://godbolt.org/z/aadbsqjve

                                                                              Trailing byte index single byte less-than # 

                                                                              fn u64_trailing_byte_idx_lt_ref(n: u8, y: u64) -> Option<u8> {
+	y.to_le_bytes()
+		.into_iter()
+		.position(|by| n < by)
+		.map(|idx| idx as u8)
+}
+
+/// Return the _byte index_ of the first _trailing_ byte `by` in `y` where
+/// `n < by`.
+fn u64_trailing_byte_idx_lt(n: u8, y: u64) -> Option<u8> {
+    // broadcast byte `n` across all bytes
+    let x = 0x0101_0101_0101_0101_u64 * (n as u64);
+    // set 0x80 in all bytes where `n < by`
+    let mask_0x80 = u64_elementwise_bytes_lt(x, y);
+
+    if mask_0x80 != 0 {
+        Some(u64_trailing_zero_bytes(mask_0x80) as u8)
+    } else {
+        None
+    }
+}
+

                                                                              godbolt: https://godbolt.org/z/3n5s1TMnW

                                                                              pdep - parallel bit deposit #

                                                                              Like "spreading" out compact bits onto a mask.

                                                                              See: https://github.com/phlip9/fastperm_benches/blob/master/src/select64.rs#L123

                                                                              select - get the index of the i'th 1-bit in a mask #

                                                                              See: https://github.com/phlip9/fastperm_benches/blob/master/src/select64.rs#L19

                                                                              Generate all possible masks #

                                                                              A proptest strategy for generating all possible combinations of bits, mask that match a "meta" mask. By "match" I mean meta_mask & mask == mask, i.e., mask is a subset of meta_mask.

                                                                              fn u32_arb_mask(meta_mask: u32) -> impl Strategy<Value = u32> {
+	let nmasks: u32 = 1 << meta_mask.count_ones();
+
+	(0..=nmasks)
+		.prop_map(move |mask_idx| pdep32(mask_idx, meta_mask))
+}
+

                                                                              Sum all nibbles #

                                                                              Given x = AAAA BBBB CCCC DDDD EEEE FFFF GGGG HHHH, returns the sum AAAA + BBBB + CCCC + DDDD + EEEE + FFFF + GGGG + HHHH.

                                                                              fn u32_sum_nibs_ref(x: u32) -> u32 {
+	u32_into_nib_le(x)
+		.into_iter()
+		.map(|x| x as u32)
+		.sum()
+}
+
+// this implementation is just a truncated popcnt/count_ones.
+// it's truncated in that we skip horizontal summing the bits and
+// half-nibbles and just dive right into horizontal summing the
+// nibbles.
+//
+// visually:
+//
+//   x  AAAA BBBB CCCC DDDD EEEE FFFF GGGG HHHH
+//   y  000A BABA 000C DCDC 000E FEFE 000G HGHG  (1.)
+//   z  0000 0000 00AB CDAB 0000 0000 00EF GHEF  (2.)
+//   w  0000 0000 0000 0000 0000 0000 0ABC DEFG  (3.)
+//
+// (1.) note that any horizontal sum AAAA + BBBB will fill at most
+//      _5_ bits. (log2(16 + 16) == 5)
+// (2.) each will fill at most _6_ bits. (log2(32 + 32) == 6)
+// (3.) the result will fill at most _7_ bits. (log2(64 + 64) == 7)
+fn u32_sum_nibs_simple(x: u32) -> u32 {
+    const NIBS_0246: u32 = 0x0f0f_0f0f;
+    const NIBS_0145: u32 = 0x00ff_00ff;
+    const NIBS_0123: u32 = 0x0000_ffff;
+
+	// like taking each individual byte and replacing it with the sum
+	// of its hi and lo nibbles.
+    let y = (x & NIBS_0246) + ((x >> 4) & NIBS_0246);
+	// for each individual half-word, replace it with the sum of its
+	// hi and lo bytes.
+	let z = (y & NIBS_0145) + ((y >> 8) & NIBS_0145);
+	// our result is then the sum of the remaining hi and lo
+	// half-words!
+    let w = (z & NIBS_0123) + ((z >> 16) & NIBS_0123);
+
+	w
+}
+
+// this one's pretty cool and compact : )
+//
+// it starts off like the one before, horizontal summing the adjacent
+// nibbles in each byte.
+//
+// the trick here is to somehow get the horizontal sum of all bytes
+// into the _last_ byte, then shift down so only the last byte is left.
+//
+// we can decompose any 32-bit integer into base 256, where the
+// ith coefficient is the ith byte:
+//
+// B = 2^8
+// y = (b3 * B^3) + (b2 * B^2) + (b1 * B^1) + (b0 * B^0)     (mod 2^32)
+//   = (b3 * 2^24) + (b2 * 2^16) + (b1 * 2^8) + (b0 * 2^0)   (mod 2^32)
+//
+// we want to reach the following:
+//
+// z = ((b3 + b2 + b1 + b0) * 2^24) + (XXX)   (mod 2^32)
+// 	   where 0 <= b0, b1, b2, b3 < 32
+//       and (XXX) < 0x00ff_ffff (so it doesn't overflow into the
+// 								  part care about)
+//
+// consider one of the individual bytes multiplied by 0x0101_0101
+//
+// y2 = b2 * 2^16
+// y2 * 0x0101_0101 = b2 * (0x0101_0101 * 2^16)
+// 					= b2 * (0x0101_0101 << 16)
+// 					= b2 * 0x0101_0000
+// 					= 0xb2b2_0000
+//
+// then, expanding all byte sections
+//
+// y0 = b0 * 2^0
+// y1 = b1 * 2^8
+// y2 = b2 * 2^16
+// y3 = b3 * 2^24
+//
+// y = y0 + y1 + y2 + y3
+//
+// y0 * 0x0101_0101 = b0 * (0x0101_0101 << 0)
+//					= b0 * 0x0101_0101
+//                  = 0xb0b0_b0b0
+// y1 * 0x0101_0101 = b1 * (0x0101_0101 << 8)
+//					= b1 * 0x0101_0100
+//                  = 0xb1b1_b100
+// y2 * 0x0101_0101 = b2 * (0x0101_0101 << 16)
+//					= b2 * 0x0101_0000
+//                  = 0xb2b2_0000
+// y3 * 0x0101_0101 = b3 * (0x0101_0101 << 24)
+//					= b3 * 0x0100_0000
+//                  = 0xb300_0000
+// y * 0x0101_0101 = (y0 + y1 + y2 + y3) * 0x0101_0101
+//                 = 0xb0b0_b0b0 + 0xb1b1_b100 +
+//	                 0xb2b2_0000 + 0xb300_0000
+//                 = [b0, b0+b1, b0+b1+b2, b0+b1+b2+b3]
+//
+// which has exactly what we want, b0+b1+b2+b3 in the last byte!
+// (with some leftover junk in the lower bytes, but we can just
+// ignore that when we down shift).
+//
+// since we're doing a horizontal sum to get `y`, and each nibble
+// must be in the range 0 <= nb < 16, it follows that each byte
+// (which is a sum of two nibbles here) must be in the range:
+// 0 <= b < 32. this means none of the byte sums will overflow,
+// since 32 * 4 = 128 <= 256
+fn u32_sum_all_nibs(x: u32) -> u32 {
+    // a mask that selects the lo nibble in each byte.
+    const NIBS_0246: u32 = 0x0f0f_0f0f;
+
+    // horizontal sum hi and lo nibbles in each byte, placing in the
+	// lo nibble.
+    let y = (x & NIBS_0246) + ((x >> 4) & NIBS_0246);
+
+    // if y = [y0, y1, y2, y3] bytes and each byte b is in the range
+	// 0 <= b < 64, then multiplying by 0x0101_0101 will yield
+    // z = [y0, y0 + y1, y0 + y1 + y2, y0 + y1 + y2 + y3] without
+	// any overflows.
+    //
+    // since each byte in y is the sum of two nibbles nb where
+	// 0 <= nb < 16, it follows that 0 <= b = nb_lo + nb_hi < 32 < 64
+	// so we won't have any overflows
+    let z = y.wrapping_mul(0x0101_0101);
+
+    // select the last byte in z, which contains our desired sum:
+    // z3 = y0 + y1 + y2 + y3
+    //    = (nb0 + nb1) + (nb2 + nb3) + (nb4 + nb5) + (nb6 + nb7)
+    z >> 24
+}
+

                                                                              godbolt: https://godbolt.org/z/4EcYae1fj

                                                                              \ No newline at end of file diff --git a/performance/dtrace on macOS/index.html b/performance/dtrace on macOS/index.html new file mode 100644 index 0000000000..2f40b4ac16 --- /dev/null +++ b/performance/dtrace on macOS/index.html @@ -0,0 +1,293 @@ +dtrace on macOS | philip's notes

                                                                              dtrace on macOS

                                                                              2023-01-30 · 6 min read

                                                                                setup: disable system integrity protection for dtrace #

                                                                                By default, macOS won't let you run dtrace, even when run as root. Fortunately we can can carve out a specific exception for dtrace. To do that we'll have to boot into recovery mode:

                                                                                1. Turn off the computer.
                                                                                2. Hold down the power button for ~10 sec, until a screen pops up with two options.
                                                                                3. Select "Options" to boot into recovery mode.
                                                                                4. Ignore the initial screen and instead select "Terminal" from the top bar.
                                                                                5. Run csrutil enable --without dtrace.
                                                                                6. Reboot normally.

                                                                                Once you're booted back in, try running sudo dtruss bash -c echo foo and you should see some output.

                                                                                syscall counts of running process # 

                                                                                $ sudo dtrace -n 'syscall:::entry/pid == 1234/{ @syscalls[probefunc] = count(); }'
+
+# .. collect data, then hit CTRL-C .. #
+^C
+
+chmod                                                             3
+close                                                             3
+fchown                                                            3
+rename                                                            3
+getuid                                                            5
+lstat64                                                           6
+# ..
+fcntl                                                           105
+open_nocancel                                                   313
+fcntl_nocancel                                                  322
+fstat64                                                         322
+close_nocancel                                                  391
+read                                                            465
+write                                                           480
+stat64                                                          685
+kevent                                                         1333
+

                                                                                trace bytes read by all processes # 

                                                                                $ sudo dtrace -n "syscall::read:entry { @bytes[execname] = sum(arg2); }"
+dtrace: description 'syscall::read:entry ' matched 1 probe
+^C
+
+sudo                                                              2
+plugin-container                                                 10
+karabiner_observer                                             4096
+tmux                                                           4096
+karabiner_console_user_server                                  8192
+karabiner_session_monitor                                      9216
+cfprefsd                                                      17665
+firefox                                                       32787
+git                                                           33225
+karabiner_grabber                                             38912
+Karabiner-DriverKit-VirtualHIDDe                              51200
+postgres                                                      57397
+locationd                                                     57680
+sharingd                                                      57680
+Obsidian Helper (Renderer)                                   399360
+mds                                                         1326816
+fseventsd                                                   1777432
+alacritty                                                   4194560
+mdworker_shared                                             5242880
+

                                                                                trace spawned processes # 

                                                                                $ sudo dtrace -qn "syscall::posix_spawn:entry { printf(\"%Y %s\n\", walltimestamp, copyinstr(arg1)); }"
+
+^[2023 Jan 30 13:29:50 /usr/bin/git
+2023 Jan 30 13:29:50 /usr/bin/git
+2023 Jan 30 13:29:52 /usr/libexec/xpcproxy
+2023 Jan 30 13:29:52 /opt/homebrew/opt/postgresql@14/bin/postgres
+2023 Jan 30 13:29:55 /usr/libexec/xpcproxy
+2023 Jan 30 13:29:55 /System/Library/Frameworks/CoreServices.framework/Frameworks/Metadata.framework/Versions/A/Support/mdworker_shared
+2023 Jan 30 13:30:02 /usr/libexec/xpcproxy
+2023 Jan 30 13:30:02 /opt/homebrew/opt/postgresql@14/bin/postgres
+2023 Jan 30 13:30:05 /usr/libexec/xpcproxy
+2023 Jan 30 13:30:05 /usr/sbin/newsyslog
+2023 Jan 30 13:30:12 /usr/libexec/xpcproxy
+2023 Jan 30 13:30:12 /opt/homebrew/opt/postgresql@14/bin/postgres
+

                                                                                Find longest syscalls # 

                                                                                $ sudo dtrace -qn \
+	'syscall:::entry { self->ts = timestamp; } syscall:::return/self->ts/ { printf("%d µs, %s\n", (timestamp - self->ts) / 1000, probefunc); self->ts = 0; }' \
+    -c 'bash -c "python3 -c \"print(123)\""' \
+	| sort -h
+
+..
+42 µs, ioctl
+44 µs, open_nocancel
+44 µs, shared_region_check_np
+351 µs, execve
+943 µs, ioctl
+1279 µs, workq_kernreturn
+1348 µs, psynch_cvwait
+

                                                                                some oneliners # 

                                                                                # Files opened by process. Very useful when reversing:
+dtrace -n 'syscall::open*:entry { printf("%s %s", execname, copyinstr(arg0)); }'
+
+# Syscall count by program:
+dtrace -n 'syscall:::entry { @num[execname] = count(); }'
+
+# Syscall count by syscall:
+dtrace -n 'syscall:::entry { @num[probefunc] = count(); }'
+
+# Syscall count by PID:
+dtrace -n 'syscall:::entry { @num[pid,execname] = count(); }'
+
+# Read bytes by process:
+dtrace -n 'syscall::read:entry { @bytes[execname] = sum(arg0); }'
+
+# Periodic breakdown of written bytes by process:
+dtrace -n 'syscall::write:* { @bytes[execname] = sum(arg0); } tick-5sec { printa(@bytes); trunc(@bytes); }'
+
+# Read size distribution by process:
+dtrace -n 'syscall::read:entry { @dist[execname] = quantize(arg0); }'
+
+# Write size distribution by process:
+dtrace -n 'syscall::write:entry { @dist[execname] = quantize(arg0); }'
+
+# Disk size (in blocks) by process:
+dtrace -n 'io:::start { printf("%d %s %d", pid, execname, args[0]->b_bcount); }'
+
+# Pages paged in by process:
+dtrace -n 'vminfo::vm_fault_enter:pgin { @pg[execname] = sum(arg0); }'
+
+# Minor faults by process:
+dtrace -n 'vminfo:::as_fault { @mem[execname] = sum(arg0); }'
+
+# Interrupts by CPU:
+dtrace -n 'sdt:::interrupt-start { @num[cpu] = count(); }'
+
+# New processes with arguments and time:
+dtrace -qn 'syscall::exec*:return { printf("%Y %s\n",walltimestamp,curpsinfo->pr_psargs); }'
+
+# Successful signal details:
+dtrace -n 'proc:::signal-send /pid/ { printf("%s -%d %d",execname,args[2],args[1]->pr_pid); }'
+
+# System call breakdown for the process with PID 31337:
+dtrace -n syscall:::entry'/pid == 31337/{ @syscalls[probefunc] = count(); }'
+
+# Tracking memory page faults for process:
+dtrace -n 'vminfo:::as_fault { @mem[execname] = sum(arg0); }'
+
+# iOS Intruments-like malloc size distribution plot:
+dtrace -n 'pid$target::malloc:entry { @ = quantize(arg0); }' -p PID
+
+# Memory allocation via malloc by stack trace and requested size:
+dtrace -n 'pid$target::malloc:entry { @[ustack()] = sum(arg0); }' -p PID
+
+# Rate of disk I/O:
+dtrace -n 'io:::start { @io = count(); } tick-1sec { printa("Disk I/Os per second: %@d\n", @io); trunc(@io); }'
+

                                                                                trace spawned processes w/ full arguments # 

                                                                                // file: /usr/local/bin/traceexec.d
+
+#!/usr/sbin/dtrace -C -s
+#pragma D option quiet
+
+dtrace:::BEGIN
+{
+    printf("PID\tPPID\tTIME\tPATH\tARGV\n")
+}
+
+// remember that probes are executed _in the order they appear in the file_
+// and that probe-local variables (this->XXX) are shared across activated
+// probes.
+
+// Since `arg0` and `argv[idx]` are in user-space and probes are run in
+// kernel-space, we have to first `copyin[str](..)` the user-space strings
+// before we can process them.
+
+syscall::execve:entry
+/pid == $target || progenyof($target)/
+{
+    this->path = copyinstr(arg0);
+    this->argv = args[1];
+}
+
+syscall::posix_spawn:entry
+/pid == $target || progenyof($target)/
+{
+    this->path = copyinstr(arg1);
+    this->argv = args[3];
+}
+
+#define SAFE_ARGC(idx) ((this->argc != (idx) || this->argv[(idx)] == NULL) ? this->argc : (this->argc + 1))
+#define SAFE_ARGV(idx) ((this->argc > (idx)) ? copyinstr((user_addr_t) this->argv[(idx)]) : "")
+
+syscall::execve:entry,
+syscall::posix_spawn:entry
+/pid == $target || progenyof($target)/
+{
+    this->pid=pid;
+    this->ppid=ppid;
+
+    // DTrace doesn't support loops, so we have to manually unroll the argc
+    // and argv processing.
+
+    this->argc = 0;
+    this->argc = SAFE_ARGC(0);
+    this->argc = SAFE_ARGC(1);
+    this->argc = SAFE_ARGC(2);
+    this->argc = SAFE_ARGC(3);
+    this->argc = SAFE_ARGC(4);
+    this->argc = SAFE_ARGC(5);
+    this->argc = SAFE_ARGC(6);
+    this->argc = SAFE_ARGC(7);
+    this->argc = SAFE_ARGC(8);
+    this->argc = SAFE_ARGC(9);
+
+    printf("%d\t", pid);
+    printf("%d\t", ppid);
+    printf("%Y\t", walltimestamp);
+    printf("%s\t", this->path);
+    printf("%s ", SAFE_ARGV(1));
+    printf("%s ", SAFE_ARGV(2));
+    printf("%s ", SAFE_ARGV(3));
+    printf("%s ", SAFE_ARGV(4));
+    printf("%s ", SAFE_ARGV(5));
+    printf("%s ", SAFE_ARGV(6));
+    printf("%s ", SAFE_ARGV(7));
+    printf("%s ", SAFE_ARGV(8));
+    printf("%s ", SAFE_ARGV(9));
+    printf("\n");
+}
+
+#undef SAFE_ARGC
+#undef SAFE_ARGV
+

                                                                                reference #

                                                                                Oracle - Dynamic Tracing Guide (pdf)

                                                                                \ No newline at end of file diff --git a/performance/index.html b/performance/index.html new file mode 100644 index 0000000000..6f30465ded --- /dev/null +++ b/performance/index.html @@ -0,0 +1,73 @@ +performance | philip's notes

                                                                                performance

                                                                                bit hacks →

                                                                                2022-02-10 · 14 min read

                                                                                dtrace on macOS →

                                                                                2023-01-30 · 6 min read

                                                                                profiling →

                                                                                2022-02-08 · 1 min read

                                                                                simdjson talk →

                                                                                2022-03-26 · 4 min read

                                                                                \ No newline at end of file diff --git a/performance/profiling/index.html b/performance/profiling/index.html new file mode 100644 index 0000000000..52bf69b109 --- /dev/null +++ b/performance/profiling/index.html @@ -0,0 +1,91 @@ +profiling | philip's notes

                                                                                profiling

                                                                                2022-02-08 · 1 min read

                                                                                Viewing perf results #

                                                                                See WSL2 custom kernel > perf for how to collect and transform profile records with perf.

                                                                                Use https://www.speedscope.app/ to view perf.data (after converting to text format with perf script).

                                                                                Speedscope Views #

                                                                                1. Time Order

                                                                                  Shows call stacks ordered by chronological order. Useful for seeing what is happening over time (e.g., first DB call, then request, then ...).

                                                                                2. Left Heavy a.k.a. Icicle View

                                                                                  Shows identical stacks grouped together regardless of chronological order. The heaviest stack is always on the left. Basically flamegraph view but upside down (top stack on top).

                                                                                3. Sandwich

                                                                                  Shows a table of all functions by total time spent. Clicking on a function will show you the "Left Heavy" view (but just for callers and callees of that function).

                                                                                \ No newline at end of file diff --git a/performance/simdjson talk/index.html b/performance/simdjson talk/index.html new file mode 100644 index 0000000000..5b51a210e2 --- /dev/null +++ b/performance/simdjson talk/index.html @@ -0,0 +1,164 @@ +simdjson talk | philip's notes

                                                                                simdjson talk

                                                                                2022-03-26 · 4 min read

                                                                                "Data Engineering at the Speed of Your Disk" - Daniel Lemire - 2020

                                                                                • Modern disks are pretty fast
                                                                                  • PCIe 4 disks: 5 GB/s sequential read
                                                                                • Modern datacenter VPC network real fucking fast
                                                                                  • 50 Gb/s (6.25 GiB/s) and better
                                                                                • If we can't eat data at many GB/s, we'll literally be CPU-bound reading from disk or network!
                                                                                • How fast can we allocate memory?
                                                                                // almost instant (just virtual memory)
+let mut buf = Vec::with_capacity(size);
+
+// actually instantiate physical pages
+for i in (0..buf.len()).step_by(page_size) {
+	buf[i] = 0;
+}
+

                                                                                3.5 GB/s (Linux, Skylake 3.4 GHz, 4 KiB pages)

                                                                                • How fast can we, e.g., remove spaces from a string?
                                                                                  • Assume 1% space density (minified json)
                                                                                for i in 0..buf.len() {
+	if buf[i] > 32 /* space as decimal = 32 */ {
+		buf[i + 1] = buf[i];
+	}
+}
+

                                                                                1.6 GB/s

                                                                                • Just working byte-by-byte will already have limit of ~3.5 GB/s b/c our processor is 3.5 GHz.
                                                                                • We're already slower than disk if we work byte-by-byte.
                                                                                • so how are we going to go faster? SIMD : )

                                                                                AVX-512 instructions can operate on an entire cache-line at once : 0

                                                                                • Working with SIMD

                                                                                • (1) use SIMD intrinsics. produces very disgusting code though.

                                                                                • (2) pray / massage code so compiler auto-vectorizes : )

                                                                                • despacer with SIMD

                                                                                // filled with spaces
+__m128i spaces = _mm_set1_epi8(' ');
+
+for (i = 0; i + 15 < size; i += 16) {
+	// load next chunk
+	__m128i x = _mm_loadu_si128(bytes + i);
+
+	// set a 1 byte anywhere we have an x byte <= 32
+	__m128i anywhite = _mm_cmpeq_epi8(spaces, _mm_max_epu8(spaces, x));
+
+	// condense anywhite mask into a packed u64 mask
+	uint64_t mask16 = _mm_movemask_epi8(anywhite);
+
+	// basically a pdep, but deposit the non-space bytes at the front
+	x = _mm_shuffle_epi8(x, despace_mask16[mask16 & 0x7fff]);
+
+	// store in-place
+	_mm_storeu_si128(bytes + pos, x);
+	// increment our in-place output pointer only by the # non-spaces.
+	pos += 16 - mask16.count_ones();
+}
+

                                                                                • base64 encode / decode lemire/fastbase64

                                                                                  • can encode w/ SIMD in only 3 instructions : 0 (mod loads/stores)
                                                                                  • decoding closer to 7 instructions
                                                                                  • once your data is not just in L1/L2 cache, this is just as fast as a memcpy

                                                                                • utf-8 encode / decode

                                                                                • byte-by-byte approach only 300 MB/s D :

                                                                                if b1 < 0x80 {
+	return true; // ascii
+}
+if b1 < 0xe0 {
+	if b1 < 0xc2 || b2 > 0xbf {
+		return false;
+	}
+} else if b1 < 0xf0 {
+	// 3 byte form
+	if b2 > 0xbf || (b1 == 0xe0 && b2 < 0xa0) || (b1 == 0xed && b2 >= 0xa0) {
+		// ..
+	} else {
+		// ..
+	}
+} else {
+	// 4 byte form
+	// ..
+}
+

                                                                                • using SIMD: 8 GB/s

                                                                                • using 32-byte chunks, ~20 instructions. branch-less

                                                                                • https://github.com/lemire/fastvalidate-utf-8

                                                                                • JSON for Modern C++ library (nlohmann-json)

                                                                                • 0.1 GB/s (Skylake 3.4 GHz, GCC8, file: twitter.json)

                                                                                • rapidjson

                                                                                • 0.3 GB/s (Skylake 3.4 GHz, GCC8, file: twitter.json)

                                                                                • both of these libs nowhere near disk/network speed

                                                                                • what is our "roofline" benchmark?

                                                                                let mut all_line_lens = 0;
+for line in reader.lines() {
+	all_line_lens += line.len();
+}
+

                                                                                • 1.4 GB/s (Skylake 3.4 GHz, GCC8, file: twitter.json)

                                                                                • but you can actually go faster!

                                                                                • simdjson

                                                                                • 2.5 GB/s (Skylake 3.4 GHz, GCC8, file: twitter.json)

                                                                                • some of the tricks used in simdjson

                                                                                • Find the span of the string

                                                                                  • Given a mask containing quotes, return a mask set to 1 in the string span regions.
                                                                                  • __1________1________1___1 quotes
                                                                                  • ___11111111__________111_ string regions
                                                                                mask = quote xor (quote << 1);
+mask = mask xor (mask << 2);
+mask = mask xor (mask << 4);
+mask = mask xor (mask << 8);
+// ..
+

                                                                                • string span can actually be done in one instruction : 0

                                                                                • Number parsing is expensive

                                                                                  • strtod
                                                                                  • 90 MB/s
                                                                                  • 38 cycles / byte
                                                                                  • 10 branch misses / float
                                                                                  • yikes!

                                                                                • SIMD approach

                                                                                fn contains_8_digits(buf: &[u8; 8]) -> bool {
+	let val = u64::from_ne_bytes(buf);
+	(   (val & 0xf0f0_f0f0_f0f0_f0f0) |
+		(((val + 0x0606_0606_0606_0606) & 0xf0f0_f0f0_f0f0_f0f0) >> 4)
+	) == 0x3333_3333_3333_3333
+}
+
+fn parse_8_digits_unrolled(buf: &[u8; 8]) -> u32 {
+	let mut val = u64::from_ne_bytes(buf);
+	val = ((val & 0x0f0f_0f0f_0f0f_0f0f) * 2561) >> 8;
+	val = ((val & 0x00ff_00ff_00ff_00ff) * 6553601) >> 16;
+	((val & 0x0000_ffff_0000_ffff) * 42949672960001) >> 32
+}
+

                                                                                https://github.com/lemire/fast-float-rust

                                                                                \ No newline at end of file diff --git a/postgres/index.html b/postgres/index.html new file mode 100644 index 0000000000..2dba727a7e --- /dev/null +++ b/postgres/index.html @@ -0,0 +1,73 @@ +postgres | philip's notes

                                                                                postgres

                                                                                postgres performance tuning →

                                                                                2023-10-23 · 2 min read

                                                                                snippets →

                                                                                2023-07-21 · 2 min read

                                                                                types of scans →

                                                                                2022-10-24 · 3 min read

                                                                                \ No newline at end of file diff --git a/postgres/postgres performance tuning/index.html b/postgres/postgres performance tuning/index.html new file mode 100644 index 0000000000..143bd59907 --- /dev/null +++ b/postgres/postgres performance tuning/index.html @@ -0,0 +1,91 @@ +postgres performance tuning | philip's notes

                                                                                postgres performance tuning

                                                                                2023-10-23 · 2 min read

                                                                                use separate disks for DB data and WAL files #

                                                                                An excerpt from the official postgres manual:

                                                                                It is advantageous if the WAL is located on a different disk from the main database files. This can be achieved by moving the pg_wal directory to another location (while the server is shut down, of course) and creating a symbolic link from the original location in the main data directory to the new location.

                                                                                PostgreSQL WAL Internals

                                                                                Related info from an azure cloud disk performance tuning guide:

                                                                                As an example, you can apply these guidelines to SQL Server running on Premium Storage by doing the following,

                                                                                1. Configure "ReadOnly" cache on premium storage disks hosting data files. a. The fast reads from cache lower the SQL Server query time since data pages are retrieved much faster from the cache compared to directly from the data disks. b. Serving reads from cache, means there is additional Throughput available from premium data disks. SQL Server can use this additional Throughput towards retrieving more data pages and other operations like backup/restore, batch loads, and index rebuilds.
                                                                                2. Configure "None" cache on premium storage disks hosting the log files. a. Log files have primarily write-heavy operations. Therefore, they do not benefit from the ReadOnly cache.

                                                                                Azure disk caching performance guide

                                                                                See also: https://learn.microsoft.com/en-us/azure/azure-sql/virtual-machines/windows/performance-guidelines-best-practices-storage?view=azuresql

                                                                                pgMustard - EXPLAIN Glossary #

                                                                                A glossary for what all the terms in an EXPLAIN ANALYZE query mean.

                                                                                pgMustard ($100/yr) - EXPLAIN ANALYZE query analyzer-analyzer #

                                                                                Helps you review Postgres query plans quickly

                                                                                A simple yet powerful tool to help you speed up queries

                                                                                Reading EXPLAIN ANALYZE output can be tough.

                                                                                Even if you know how, Postgres includes so much useful information, it is easy to miss something important. And for queries that do a lot, the plans are even more useful-yet-time-consuming.

                                                                                pgMustard speeds up your journey from knowing which query is a problem to working out what can be done about it.

                                                                                \ No newline at end of file diff --git a/postgres/snippets/index.html b/postgres/snippets/index.html new file mode 100644 index 0000000000..d5ac6ee508 --- /dev/null +++ b/postgres/snippets/index.html @@ -0,0 +1,165 @@ +snippets | philip's notes

                                                                                snippets

                                                                                2023-07-21 · 2 min read

                                                                                • Remember strings must be surrounded with single quotes '' not double quotes ""!

                                                                                "dry run" in psql repl #

                                                                                Don't know why I didn't think of this. Literally just wrap everything in a transaction. If you fuck up, just rollback.

                                                                                begin;
+
+-- whatever queries --
+
+rollback;
+-- or
+commit;
+

                                                                                better printing for long rows # 

                                                                                \x auto
+

                                                                                update, then print new values # 

                                                                                update payment
+set id = 'os_57ea76' where id = 'or_57ea76'
+returning created_at, id;
+
                                                                                update payment
+set id = replace(id, 'or_', 'os_')
+where starts_with(id, 'or_')
+returning created_at, id;
+

                                                                                upsert # 

                                                                                -- silently ignore on conflict
+insert into "user"
+values ('442e9dd9d1a3e39c203ce131492090d7', '4e718d3c17d3f4c67e2eaa26da2feb66')
+on conflict (user_pk) do nothing;
+
+-- replace on conflict
+insert into "user"
+values ('442e9dd9d1a3e39c203ce131492090d7', '4e718d3c17d3f4c67e2eaa26da2feb66')
+on conflict (user_pk) do update set node_pk = EXCLUDED.node_pk;
+
+-- also return
+insert into "user"
+values ('442e9dd9d1a3e39c203ce131492090d7', '4e718d3c17d3f4c67e2eaa26da2feb66')
+on conflict (user_pk) do update set node_pk = EXCLUDED.node_pk
+returning user_pk, node_pk;
+

                                                                                explore db # 

                                                                                -- show tables (basic info)
+# \dt
+             List of relations
+ Schema |       Name       | Type  | Owner
+--------+------------------+-------+-------
+ public | payment          | table | lx
+ public | seaql_migrations | table | lx
+ public | user             | table | lx
+(3 rows)
+
+-- show tables (more detail)
+# \dt+
+                                       List of relations
+ Schema |       Name       | Type  | Owner | Persistence | Access method |  Size  | Description
+--------+------------------+-------+-------+-------------+---------------+--------+-------------
+ public | payment          | table | lx    | permanent   | heap          | 172 kB  |
+ public | seaql_migrations | table | lx    | permanent   | heap          | 16 kB  |
+ public | user             | table | lx    | permanent   | heap          | 16 kB  |
+(10 rows)
+

                                                                                string length # 

                                                                                select length('1234');
+ length
+--------
+     64
+(1 row)
+

                                                                                hex # 

                                                                                -- hex encode
+select encode(data, 'hex');
+ encode
+--------
+ 7dd6a30e8559db3da3bd
+(1 row)
+
+-- hex decode
+select decode('01abef', 'hex');
+  decode
+----------
+ \x01abef
+(1 row)
+
+-- hex binary literal
+select x'01abefff';
+         ?column?
+--------------------------
+ 000100101010101111101111
+(1 row)
+
                                                                                \ No newline at end of file diff --git a/postgres/types of scans/index.html b/postgres/types of scans/index.html new file mode 100644 index 0000000000..6fffb6ac2d --- /dev/null +++ b/postgres/types of scans/index.html @@ -0,0 +1,112 @@ +types of scans | philip's notes

                                                                                types of scans

                                                                                2022-10-24 · 3 min read

                                                                                When analyzing Postgres query plans, you'll see a tree of different kinds of "scans". These scans determine how the DB plans to look through the different internal datastructures and indexes in order to fetch the data needed to execute your query.

                                                                                For example, we can use explain to see that this query uses a single "Index Scan":

                                                                                psql$ explain (ANALYZE, VERBOSE, BUFFERS)
+	select "user"."user_pk" from "user"
+	where "user"."node_pk" =  '028be3dce0eb45b794fc083df3f84f4f746724a86b161592463565e6343ff83ecf';
+
+QUERY PLAN
+----------------------------------------------------------------------
+ Index Scan using user_node_pk_key on public."user"  (cost=0.42..8.44 rows=1 width=65) (actual time=0.071..0.073 rows=1 loops=1)
+   Output: user_pk
+   Index Cond: (("user".node_pk)::text = '028be3dce0eb45b794fc083df3f84f4f746724a86b161592463565e6343ff83ecf'::text)
+   Buffers: shared hit=4
+ Planning:
+   Buffers: shared hit=112
+ Planning Time: 1.194 ms
+ Execution Time: 0.109 ms
+(8 rows)
+

                                                                                internal data structures #

                                                                                Before jumping into the different scans, we need to quickly cover the internal data structures that Postgres uses to store table and index data.

                                                                                heap #

                                                                                Common storage area for the whole rows in the table. The rows are grouped into pages (default: 8 KiB / page). Each row has its index in the heap, called the TID.

                                                                                TID #

                                                                                The TID or tuple identifier is a 6-byte struct that describes the unique storage location for each row / tuple:

                                                                                struct Tid {
+	/// The index of the page in the heap containing this tuple.
+	page_idx: u32,
+	/// The index of this tuple inside the page.
+	in_page_idx: u16,
+}
+

                                                                                index storage #

                                                                                Each index has its own storage separate from the heap, which stores only the values (columns, materialized values, etc...) contained by the index. Also divided into (default) 8 KiB pages like the heap.

                                                                                scans #

                                                                                sequential scan (Seq Scan) #

                                                                                • Sequentially scan all item pointers in all pages of the corresponding table(s).
                                                                                • For small tables, sequential scans are often faster than index scans, especially if the whole table fits in a few pages.
                                                                                • For large tables, sequential scans can be a performance disaster if the query has to load GiB's of data just to find a few items.

                                                                                index scan #

                                                                                • Depends on the specific type of index (e.g., btree, hash, GIS, ...).
                                                                                • Scan and fetch required data from the index, including the TID of each data in the heap.
                                                                                • Then use the TID to fetch the whole data for the relevant items.
                                                                                • The row fetches from the heap will often look like random IO, which is often slower than sequential IO (esp. on spinning disk drives).

                                                                                index-only scan #

                                                                                • If the index contains all the data needed to fulfill the query, then the query engine never actually needs to follow the TID indirection to load rows from the heap, which is usually faster.
                                                                                • Maintaining the index can make inserts/updates/deletes slower, since more data needs to be stored in the index.

                                                                                bitmap scan #

                                                                                • Bitmap Index Scan: First, perform an index scan; but, instead of fetching each item from the heap one-at-a-time while scanning the index, you rather build a bitmap of heap page idxs from the TID.
                                                                                • Bitmap Heap Scan: Using the bitmap, you perform a heap scan and select only heap pages matching the bitmap.
                                                                                • The selected heap pages are then filtered/processed for the query.
                                                                                \ No newline at end of file diff --git a/reproducible builds/earthly/index.html b/reproducible builds/earthly/index.html new file mode 100644 index 0000000000..08eda8aa36 --- /dev/null +++ b/reproducible builds/earthly/index.html @@ -0,0 +1,163 @@ +earthly | philip's notes

                                                                                earthly

                                                                                2022-04-05 · 7 min read

                                                                                Earthly replaces Makefile+Dockerfile with a Docker-like DSL. You write Make-like build targets, which can have dependencies on other targets. The contents of each build target is (effectively) a Dockerfile.

                                                                                The ultimate goal is repeatable, reproducible builds. Repeat a failed build from CI. Seamlessly reproduce your developer environment on a colleague's machine. Etc etc...

                                                                                Earthly vs Nix #

                                                                                Both use linux namespaces for isolation. Nix has an absolutely awful DSL language that I have to relearn every time I touch it. Earthfiles are significantly more imperative; they look like a list of Makefile targets with Dockerfile recipes.

                                                                                Earthly vs Buck / Bazel #

                                                                                Bazel and Buck provide truely hermetic builds, but they each require complete control over the entire toolchain, so no using npm, cargo, etc... This is fine for Google/Facebook, but not for smaller teams (IMO).

                                                                                Earthly claims to strike a more pragmatic balance between truely repeatable and deterministic builds and productive development for a smaller team.

                                                                                Docs #

                                                                                • It appears build steps must explicitly mark files as "artifacts". You must then explicitly copy these artifacts over in dependent build steps.
                                                                                • Likewise, output artifacts must be explicitly exported to the user's FS from the container FS.
                                                                                • Exported artifacts are not transitive, so if your dependency explicitly exports to the user's FS, your build step won't unless you also explicitly export.
                                                                                • Can easily push artifacts to remote destinations, run db migrations, cut releases, etc... as a build step.
                                                                                • Like normal Dockerfiles, an intermediate build step is cached as a new layer.

                                                                                Thoughts #

                                                                                Pros #

                                                                                1. Seems like a solid choice for a CI pipeline and devs occasionally reproducing CI runs locally.
                                                                                2. Builds are nicely isolated from the dev machine, reducing implicit state that's actually necessary for builds to succeed.
                                                                                3. Builds are (mostly) reproducible across environments. Though, my experience with a big Rust project was that this was not a problem.
                                                                                4. I love that build step inputs and outputs are marked explicitly. Following an unfamiliar Earthfile doesn't feel too bad.
                                                                                5. Once you've set up a common development base image, all developers can share good quality tools and configuration without have to independently set up debuggers, profilers, etc...
                                                                                6. Can use a shared build cache like Bazel, Buck, or scc so beefy builds don't have to take forever. CI can also shared this build cache!

                                                                                Cons #

                                                                                1. Like Docker, toolchains are stuck inside containers, usually in a way that is inaccessible to other dev tools, like IDEs, debuggers, profilers, etc...
                                                                                2. I worry that basic dev tools like running an LSP might be challenging to set up? Would this be like mounting the dev directory as a volume for the LSP service? Or is this not even a problem at all... idk. I don't use Docker frequently enough to know.
                                                                                3. Some weird idiosyncrasies, presumably due to the Docker layering model. Developers need a solid mental model to avoid committing egregiously large, slow, or uncacheable intermediate layers.
                                                                                  1. Example: explicit caching of derived Cargo dependency state in first three build steps: https://github.com/earthly/earthly/blob/main/examples/rust/Earthfile
                                                                                4. Rust has a nice enough runner (cargo) that you don't hit a lot of the reproducibility problems experienced in other languages *cough* C/C++.
                                                                                5. Caching is still too coarse-grained compared to running stateful native tools like cargo locally.
                                                                                6. Unlike Bazel or Buck, which take full control of the toolchain, it seems more likely to hit non-determinism with Earthly, since we're using language tools which typically don't know or care about reproducibility.
                                                                                7. Get to learn yet another fun and exciting DSL, with its own special and unique patterns and other miscellaneous weirdness.
                                                                                8. Too slow in tight development loop. On my beefy desktop, a no-op build takes at least 5s. On my M1 MBP, a no-op build takes at least 8-10s. This means any non-trivial build step has a minimum 8-10s duration, which is frankly unacceptable. Non-trivial file copying also adds significant overhead.
                                                                                9. Multi-platform builds (targetting amd64/linux) failed on my M1 Mac for inscrutable reasons. Most likely not earthly's fault, but an issue nonetheless.
                                                                                10. Feels unwieldy running integration tests that need access to low-level hardware devices. Our requirement is probably not typical though.
                                                                                11. Remote builder authentication uses mTLS certs. Provisioning these seems like a pain, esp. when I already have ssh secrets provisioned : (
                                                                                12. Overall, Earthly still feels a bit early. I'd check back after another 6mo (that would be Q1 2023 as of writing).

                                                                                Installation # 

                                                                                # Ubuntu/Debian/PopOS!
+$ curl --proto '=https' --tlsv1.3 -sSfL https://pkg.earthly.dev/earthly.pgp \
+	| gpg --dearmor \
+	| sudo tee /usr/share/keyrings/earthly.gpg
+$ echo "deb [arch=amd64 signed-by=/usr/share/keyrings/earthly.gpg] https://pkg.earthly.dev/deb stable main" \
+  | sudo tee /etc/apt/sources.list.d/earthly.list > /dev/null
+$ sudo apt update
+$ sudo apt install earthly
+
+# macOS
+$ brew install earthly
+

                                                                                Earthly Remote Build #

                                                                                Install docker on remote (Ubuntu) #

                                                                                Install docker if you haven't already

                                                                                $ sudo mkdir -p /etc/apt/keyrings
+$ curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo gpg --dearmor -o /etc/apt/keyrings/docker.gpg
+$ echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/docker.gpg] https://download.docker.com/linux/ubuntu $(lsb_release -cs) stable" \
+	| sudo tee /etc/apt/sources.list.d/docker.list > /dev/null
+
+$ sudo apt update
+$ sudo apt install docker-ce docker-ce-cli containerd.io \
+	docker-compose-plugin
+
+$ sudo groupadd docker
+$ sudo usermod -aG docker $USER
+$ newgrp docker # activate changes? else log out and back in
+
+# sanity check docker installation
+$ docker run --rm hello-world
+
+# start docker on restart
+$ sudo systemctl enable docker.service
+$ sudo systemctl enable containerd.service
+

                                                                                Run earthly/buildkit (remote) #

                                                                                This runs a modified buildkit listening on TCP port 8372, without authentication.

                                                                                $ docker run \
+	--privileged -t -v earthly-tmp:/tmp/earthly:rw \
+	-e BUILDKIT_TCP_TRANSPORT_ENABLED=true -p 8372:8372 \
+	earthly/buildkitd:v0.6.15
+

                                                                                (FAIL) Run ssh forward (host) # 

                                                                                $ ssh -NL 8372:localhost:8372 phlip9@sgxdev.phlip9.com
+

                                                                                FAIL: It appears Earthly tries to do a local build if the buildkit hostname is localhost : /

                                                                                Open VM port #

                                                                                Very unsafe. Do this only for brief sanity testing.

                                                                                $ az vm open-port --name sgxdev2 --port 8372
+

                                                                                TODO: provision TLS certs.

                                                                                Test remote build # 

                                                                                $ EARTHLY_BUILDKIT_HOST=tcp://my-remote-buildkit:8372 earthly +my-cool-target
+

                                                                                It works!

                                                                                Misc. Notes #

                                                                                Earthfile Syntax #

                                                                                • SAVE ARTIFACT .. AS LOCAL .. + Only save the output locally if we ask for the specific target OR we use the BUILD command

                                                                                • SAVE IMAGE foo:latest + Saves current target layer as a docker image named foo with tag latest

                                                                                • SAVE IMAGE --push .. + Push image to remote repo

                                                                                • Adding --push to a RUN command defines an "external" command. These will only run if the entire build succeeds. You also need to run the earthly build with --push to enable these commands.

                                                                                release:
+    RUN --push --secret GITHUB_TOKEN=+secrets/GH_TOKEN github-release upload
+
                                                                                $ earthly --push +release
+

                                                                                Also useful for running things like DB migrations

                                                                                migrate:
+    FROM +build
+    RUN --push bundle exec rails db:migrate
+

                                                                                or terraform apply

                                                                                apply:
+    RUN --push terraform apply -auto-approve
+
                                                                                • Targets in other Earthfile (relative path, in same repo)
                                                                                build:
+	# ./services/foobar/Earthfile
+	#   -> contains `deps` target
+	FROM ./services/foobar+deps
+	# ..
+
                                                                                • Import targets from other Earthfile
                                                                                VERSION 0.6
+IMPORT ./services/foobar
+# ..
+
+build:
+	FROM foobar+deps
+	# ..
+

                                                                                • Run docker commands inside a target using WITH DOCKER .. END + Will init a docker daemon that can be used in a RUN command + Recommend using earthly's "docker-in-docker" (dind) container earthly/dind:alpine

                                                                                • Pulling a docker image from docker hub

                                                                                hello:
+	FROM earthly/dind:alpine
+	WITH DOCKER --pull hello-world
+		RUN docker run hello-world
+	END
+
                                                                                • Loading an image created by another target
                                                                                my-hello-world:
+	FROM ubuntu
+	CMD echo "hello world"
+	SAVE IMAGE my-hello:latest
+
+hello:
+	FROM earthly/dind:alpine
+	WITH DOCKER --load hello:latest=+my-hello-world
+		RUN docker run hello:latest
+	END
+
                                                                                \ No newline at end of file diff --git a/reproducible builds/index.html b/reproducible builds/index.html new file mode 100644 index 0000000000..0891ccca1d --- /dev/null +++ b/reproducible builds/index.html @@ -0,0 +1,73 @@ +reproducible builds | philip's notes

                                                                                reproducible builds

                                                                                earthly →

                                                                                2022-04-05 · 7 min read

                                                                                rebuilderd →

                                                                                2022-02-17 · 1 min read

                                                                                reproducible-builds.org →

                                                                                2022-02-17 · 2 min read

                                                                                \ No newline at end of file diff --git a/reproducible builds/nix/index.html b/reproducible builds/nix/index.html new file mode 100644 index 0000000000..d903a82483 --- /dev/null +++ b/reproducible builds/nix/index.html @@ -0,0 +1,91 @@ +reproducible builds/nix | philip's notes

                                                                                reproducible builds/nix

                                                                                links →

                                                                                2022-08-05 · 2 min read

                                                                                nix auto-allocate-uids -> nixbld users →

                                                                                2023-10-08 · 2 min read

                                                                                nix debug broken package build →

                                                                                2023-09-07 · 2 min read

                                                                                nix debug spurrious rebuilds →

                                                                                2023-09-27 · 2 min read

                                                                                \ No newline at end of file diff --git a/reproducible builds/nix/links/index.html b/reproducible builds/nix/links/index.html new file mode 100644 index 0000000000..98e9b8e9b7 --- /dev/null +++ b/reproducible builds/nix/links/index.html @@ -0,0 +1,109 @@ +links | philip's notes

                                                                                nix links

                                                                                2022-08-05 · 2 min read

                                                                                \ No newline at end of file diff --git a/reproducible builds/nix/nix auto-allocate-uids -> nixbld users/index.html b/reproducible builds/nix/nix auto-allocate-uids -> nixbld users/index.html new file mode 100644 index 0000000000..c335db4fdc --- /dev/null +++ b/reproducible builds/nix/nix auto-allocate-uids -> nixbld users/index.html @@ -0,0 +1,146 @@ +nix auto-allocate-uids -> nixbld users | philip's notes

                                                                                nix auto-allocate-uids -> nixbld users

                                                                                2023-10-08 · 2 min read

                                                                                I've hit an obscure issue with my nix install on Pop!_OS where the nix auto-allocate-uids setting doesn't seem to work quite right with the build sandbox, due to some "hardening" in the Debian-based kernel build interacting poorly with the user namespace in the sandbox.

                                                                                I installed nix with the DeterminateSystems/nix-installer, which is overall a great experience -- highly recommend. This installer sets you up with auto-allocate-uids for the multi-user install, which avoids littering your system with a bunch of nixbldX users.

                                                                                Sadly we need those nixbldX users back; here's how to do that:

                                                                                for n in $(seq 1 32); do \
+    sudo useradd \
+        --home-dir /var/empty \
+        --comment "Nix build user ${n}" \
+        --gid nixbld \
+        --groups nixbld,kvm \
+        --no-create-home \
+        --no-user-group \
+        --system \
+        --uid $((30000 + n)) \
+        --shell /sbin/nologin \
+        --password "!" \
+        nixbld$n \
+        ;
+done
+

                                                                                We've also added the new nixbldX users to the kvm group, so they can run qemu VMs efficiently -- super handy when running NixOS tests.

                                                                                Next let's remove the auto-allocate-uids setting from /etc/nix/nix.conf:

                                                                                diff --git /etc/nix/nix.conf.old /etc/nix/nix.conf
+--- /etc/nix/nix.conf.old
++++ /etc/nix/nix.conf
+@@ -1,7 +1,9 @@
+ # Generated by https://github.com/DeterminateSystems/nix-installer, version 0.9.1.
+-experimental-features = nix-command flakes auto-allocate-uids
++experimental-features = nix-command flakes
+ auto-optimise-store = true
+ extra-nix-path = nixpkgs=flake:nixpkgs
+ bash-prompt-prefix = (nix:$name)\040
+ build-users-group = nixbld
+-auto-allocate-uids = true
+

                                                                                Finally restart the nix daemon:

                                                                                $ sudo systemctl restart nix-daemon.service
+
                                                                                \ No newline at end of file diff --git a/reproducible builds/nix/nix debug broken package build/index.html b/reproducible builds/nix/nix debug broken package build/index.html new file mode 100644 index 0000000000..015b1bf06f --- /dev/null +++ b/reproducible builds/nix/nix debug broken package build/index.html @@ -0,0 +1,129 @@ +nix debug broken package build | philip's notes

                                                                                nix debug broken package build

                                                                                2023-09-07 · 2 min read

                                                                                This technique will add a breakpointHook to the package so that when a build step fails, it'll preserve the build environment and allow you to enter the sandboxed build container for inspection.

                                                                                On the builder, install cntr from nixpkgs or use it in an ephemeral shell:

                                                                                $ nix shell nixpkgs#cntr
+

                                                                                In the package, add breakpointHook as a nativeBuildInputs.

                                                                                { # ...
+, breakpointHook
+}:
+  nativeBuildInputs = [
+    breakpointHook
+  ];
+}
+

                                                                                When the build fails, it'll print out something like:

                                                                                $ nix build --print-build-logs .#sgx-sdk
+
+sgx-sdk> build failed in buildPhase with exit code 2
+sgx-sdk> To attach install cntr and run the following command as root:
+sgx-sdk>    cntr attach -t command cntr-/nix/store/5hiwc8m04zd00mb3ghfv9mwjmqv3qajv-ripgrep-1.6
+
+[1/0/1 built] building ripgrep-1.6 (buildPhase)
+

                                                                                The build will "hang" while we inspect it. Once we CTRL-C it, everything will get cleaned up, so run the following in another shell instance. To enter the build container, just copy the command (with sudo, since it requires root permissions):

                                                                                $ sudo cntr attach -t command cntr-/nix/store/5hiwc8m04zd00mb3ghfv9mwjmqv3qajv-ripgrep-1.6
+
+[nixbld@localhost:/var/lib/cntr]$ cd build/source
+

                                                                                The initial shell cntr drops you in still has all your system tools available (git, nvim, etc). Use this shell to do all your editing and file munging. Once that's done, test the build in the fully isolated build environment:

                                                                                [nixbld@localhost:/var/lib/cntr]$ cntr exec
+bash-5.2$
+
                                                                                \ No newline at end of file diff --git a/reproducible builds/nix/nix debug spurrious rebuilds/index.html b/reproducible builds/nix/nix debug spurrious rebuilds/index.html new file mode 100644 index 0000000000..79dc62cd9e --- /dev/null +++ b/reproducible builds/nix/nix debug spurrious rebuilds/index.html @@ -0,0 +1,133 @@ +nix debug spurrious rebuilds | philip's notes

                                                                                nix debug spurrious rebuilds

                                                                                2023-09-27 · 2 min read

                                                                                I have a Rust workspace full of cargo crates (and other things). Using ipetkov/crane, the workspace dependencies should only rebuild if the Cargo.toml or Cargo.lock files change. Sadly that wasn't the case--touching any source file would cause a full rebuild from scratch, which takes ages.

                                                                                That's where gabriella439/nix-diff comes to the rescue: point it at two nix derivations and it'll tell you exactly what's different between them. We can use this to debug our rebuild problem.

                                                                                # Add `jq` and `nix-diff` to our shell temporarily.
+$ nix shell nixpkgs#jq nixpkgs#nix-diff
+
+# Build the package twice, with an unrelated file change in between.
+$ nix derivation show .#my-pkg | jq -r 'keys[0]' > before_drv
+$ echo "// bump" >> ./file/causing/rebuild
+$ nix derivation show .#my-pkg | jq -r 'keys[0]' > after_drv
+
+# Let's see the difference:
+$ nix-diff "$(cat before_drv)" "$(cat after_drv)"
+
+- /nix/store/5gcg2l4bnmi3plszwrcihyshbzbd4kz1-my-pkg-0.1.0.drv:{out}
++ /nix/store/rybdvgqwrb6hjwys18yirchq1d20c8rp-my-pkg-0.1.0.drv:{out}
+• The input source named `source` differs
+• The input derivation named `my-pkg-deps-0.1.0` differs
+  - /nix/store/v523hpxdbzxwwlkgzb3hdhbclxqh7bm4-my-pkg-deps-0.1.0.drv:{out}
+  + /nix/store/9a5044x65ff0jyddpzwx9gbagns4klfa-my-pkg-deps-0.1.0.drv:{out}
+  • The input source named `source` differs
+  • The environments do not match:
+      CFLAGS_wasm32-unknown-none=''
+        -isystem /nix/store/9c7h6f3ibkd4p528z3f1ydbm6lr4znpn-clang-16.0.6-lib/lib/clang/16/include -isystem
+      + /nix/store/lm1p696bwrkppi746wc4hmqvf117zqsa-source/libc-shim/include
+      - /nix/store/hf4arhzcg3g511yzlq9lspgi9s51k5ms-source/libc-shim/include
+  ''
+

                                                                                Of course... I have an absolute reference to the full source in an env variable. That'll do it. Putting the sub-directory into its own tiny nix store path seems to do the trick. Thanks nix-diff!

                                                                                \ No newline at end of file diff --git a/reproducible builds/rebuilderd/index.html b/reproducible builds/rebuilderd/index.html new file mode 100644 index 0000000000..9488f5f354 --- /dev/null +++ b/reproducible builds/rebuilderd/index.html @@ -0,0 +1,91 @@ +rebuilderd | philip's notes

                                                                                rebuilderd

                                                                                2022-02-17 · 1 min read

                                                                                Github: https://github.com/kpcyrd/rebuilderd/

                                                                                Independent verification system of binary packages.

                                                                                What: rebuilderd is a build system that attempts to reproduce build artifacts. It compiles the source code in a similar build environment and compares it to the official pre-built artifacts. This helps identify supply-chain compromises. This website hosts a list of public instances publishing their results.

                                                                                rebuilderd monitors the package repository of a linux distribution and uses rebuilder backends like archlinux-repro to verify the provided binary packages can be reproduced from the given source code.

                                                                                It tracks the state of successfully verified packages and optionally generates a report of differences with diffoscope for debugging. Note that due to the early state of this technology a failed rebuild is more likely due to an undeterministic build process instead of a supply chain compromise, but if multiple rebuilders you trust report 100% reproducible for the set of packages you use you can be confident that the binaries on your system haven't been tampered with. People are encouraged to run their own rebuilders if they can afford to.

                                                                                \ No newline at end of file diff --git a/reproducible builds/reproducible-builds.org/index.html b/reproducible builds/reproducible-builds.org/index.html new file mode 100644 index 0000000000..4f390ab59c --- /dev/null +++ b/reproducible builds/reproducible-builds.org/index.html @@ -0,0 +1,94 @@ +reproducible-builds.org | philip's notes

                                                                                reproducible-builds.org

                                                                                2022-02-17 · 2 min read

                                                                                Why does it matter? #

                                                                                Whilst anyone may inspect the source code of free and open source software for malicious flaws, most software is distributed pre-compiled with no method to confirm whether they correspond.

                                                                                This incentivises attacks on developers who release software, not only via traditional exploitation, but also in the forms of political influence, blackmail or even threats of violence.

                                                                                This is particularly a concern for developers collaborating on privacy or security software: attacking these typically result in compromising particularly politically-sensitive targets such as dissidents, journalists and whistleblowers, as well as anyone wishing to communicate securely under a repressive regime.

                                                                                Whilst individual developers are a natural target, it additionally encourages attacks on build infrastructure as a successful attack would provide access to a large number of downstream computer systems. By modifying the generated binaries here instead of modifying the upstream source code, illicit changes are essentially invisible to its original authors and users alike.

                                                                                The motivation behind the Reproducible Builds project is therefore to allow verification that no vulnerabilities or backdoors have been introduced during this compilation process. By promising identical results are always generated from a given source, this allows multiple third parties to come to a consensus on a “correct” result, highlighting any deviations as suspect and worthy of scrutiny.

                                                                                This ability to notice if a developer or build system has been compromised then prevents such threats or attacks occurring in the first place, as any compromise can be quickly detected. As a result, front-liners cannot be threatened/coerced into exploiting or exposing their colleagues.

                                                                                Several free software projects already, or will soon, provide reproducible builds.

                                                                                How? #

                                                                                First, the build system needs to be made entirely deterministic: transforming a given source must always create the same result. For example, the current date and time must not be recorded and output always has to be written in the same order.

                                                                                Second, the set of tools used to perform the build and more generally the build environment should either be recorded or pre-defined.

                                                                                Third, users should be given a way to recreate a close enough build environment, perform the build process, and validate that the output matches the original build.

                                                                                Learn more about how to make your software build reproducibly…

                                                                                \ No newline at end of file diff --git a/robots.txt b/robots.txt new file mode 100644 index 0000000000..5df1b0fc91 --- /dev/null +++ b/robots.txt @@ -0,0 +1,4 @@ +User-agent: * +Allow: / + +Sitemap: https://phlip9.com/notes//sitemap.xml diff --git a/router/index.html b/router/index.html new file mode 100644 index 0000000000..0646a03b08 --- /dev/null +++ b/router/index.html @@ -0,0 +1,73 @@ +router | philip's notes

                                                                                router

                                                                                \ No newline at end of file diff --git a/router/lightning router/captive portal/RFC 6585 (Additional HTTP Status Codes)/index.html b/router/lightning router/captive portal/RFC 6585 (Additional HTTP Status Codes)/index.html new file mode 100644 index 0000000000..36a1d0c8d2 --- /dev/null +++ b/router/lightning router/captive portal/RFC 6585 (Additional HTTP Status Codes)/index.html @@ -0,0 +1,192 @@ +RFC 6585 (Additional HTTP Status Codes) | philip's notes

                                                                                RFC 6585 (Additional HTTP Status Codes)

                                                                                2021-12-02 · 11 min read

                                                                                Internet Engineering Task Force (IETF)                     M. Nottingham
+Request for Comments: 6585                                     Rackspace
+Updates: 2616                                                R. Fielding
+Category: Standards Track                                          Adobe
+ISSN: 2070-1721                                               April 2012
+

                                                                                Abstract #

                                                                                This document specifies additional HyperText Transfer Protocol (HTTP) status codes for a variety of common situations.

                                                                                Status of This Memo #

                                                                                This is an Internet Standards Track document.

                                                                                This document is a product of the Internet Engineering Task Force (IETF). It represents the consensus of the IETF community. It has received public review and has been approved for publication by the Internet Engineering Steering Group (IESG). Further information on Internet Standards is available in Section 2 of RFC 5741.

                                                                                Information about the current status of this document, any errata, and how to provide feedback on it may be obtained at http://www.rfc-editor.org/info/rfc6585.

                                                                                Copyright (c) 2012 IETF Trust and the persons identified as the document authors. All rights reserved.

                                                                                This document is subject to BCP 78 and the IETF Trust's Legal Provisions Relating to IETF Documents (http://trustee.ietf.org/license-info) in effect on the date of publication of this document. Please review these documents carefully, as they describe your rights and restrictions with respect to this document. Code Components extracted from this document must include Simplified BSD License text as described in Section 4.e of the Trust Legal Provisions and are provided without warranty as described in the Simplified BSD License.

                                                                                Introduction #

                                                                                This document specifies additional HTTP [RFC2616] status codes for a variety of common situations, to improve interoperability and avoid confusion when other, less precise status codes are used.

                                                                                Note that these status codes are optional; servers cannot be required to support them. However, because clients will treat unknown status codes as a generic error of the same class (e.g., 499 is treated as 400 if it is not recognized), they can be safely deployed by existing servers (see [RFC2616] Section 6.1.1 for more information).

                                                                                Requirements #

                                                                                The key words "MUST", "MUST NOT", "REQUIRED", "SHALL", "SHALL NOT", "SHOULD", "SHOULD NOT", "RECOMMENDED", "MAY", and "OPTIONAL" in this document are to be interpreted as described in [RFC2119].

                                                                                428 Precondition Required #

                                                                                The 428 status code indicates that the origin server requires the request to be conditional.

                                                                                Its typical use is to avoid the "lost update" problem, where a client GETs a resource's state, modifies it, and PUTs it back to the server, when meanwhile a third party has modified the state on the server, leading to a conflict. By requiring requests to be conditional, the server can assure that clients are working with the correct copies.

                                                                                Responses using this status code SHOULD explain how to resubmit the request successfully. For example:

                                                                                HTTP/1.1 428 Precondition Required Content-Type: text/html

                                                                                <html>
+   <head>
+      <title>Precondition Required</title>
+   </head>
+   <body>
+      <h1>Precondition Required</h1>
+      <p>This request is required to be conditional;
+      try using "If-Match".</p>
+   </body>
+</html>
+

                                                                                Responses with the 428 status code MUST NOT be stored by a cache.

                                                                                429 Too Many Requests #

                                                                                The 429 status code indicates that the user has sent too many requests in a given amount of time ("rate limiting").

                                                                                The response representations SHOULD include details explaining the condition, and MAY include a Retry-After header indicating how long to wait before making a new request.

                                                                                For example:

                                                                                HTTP/1.1 429 Too Many Requests Content-Type: text/html Retry-After: 3600

                                                                                   <html>
+      <head>
+         <title>Too Many Requests</title>
+      </head>
+      <body>
+         <h1>Too Many Requests</h1>
+         <p>I only allow 50 requests per hour to this Web site per
+            logged in user.  Try again soon.</p>
+      </body>
+   </html>
+

                                                                                Note that this specification does not define how the origin server identifies the user, nor how it counts requests. For example, an origin server that is limiting request rates can do so based upon counts of requests on a per-resource basis, across the entire server, or even among a set of servers. Likewise, it might identify the user by its authentication credentials, or a stateful cookie.

                                                                                Responses with the 429 status code MUST NOT be stored by a cache.

                                                                                431 Request Header Fields Too Large #

                                                                                The 431 status code indicates that the server is unwilling to process the request because its header fields are too large. The request MAY be resubmitted after reducing the size of the request header fields.

                                                                                It can be used both when the set of request header fields in total is too large, and when a single header field is at fault. In the latter case, the response representation SHOULD specify which header field was too large.

                                                                                For example:

                                                                                HTTP/1.1 431 Request Header Fields Too Large Content-Type: text/html

                                                                                   <html>
+      <head>
+         <title>Request Header Fields Too Large</title>
+      </head>
+      <body>
+         <h1>Request Header Fields Too Large</h1>
+         <p>The "Example" header was too large.</p>
+      </body>
+   </html>
+

                                                                                Responses with the 431 status code MUST NOT be stored by a cache.

                                                                                511 Network Authentication Required ^8c7492 #

                                                                                The 511 status code indicates that the client needs to authenticate to gain network access.

                                                                                The response representation SHOULD contain a link to a resource that allows the user to submit credentials (e.g., with an HTML form).

                                                                                Note that the 511 response SHOULD NOT contain a challenge or the login interface itself, because browsers would show the login interface as being associated with the originally requested URL, which may cause confusion.

                                                                                The 511 status SHOULD NOT be generated by origin servers; it is intended for use by intercepting proxies that are interposed as a means of controlling access to the network.

                                                                                Responses with the 511 status code MUST NOT be stored by a cache.

                                                                                The 511 Status Code and Captive Portals #

                                                                                The 511 status code is designed to mitigate problems caused by "captive portals" to software (especially non-browser agents) that is expecting a response from the server that a request was made to, not the intervening network infrastructure. It is not intended to encourage deployment of captive portals -- only to limit the damage caused by them.

                                                                                A network operator wishing to require some authentication, acceptance of terms, or other user interaction before granting access usually does so by identifying clients who have not done so ("unknown clients") using their Media Access Control (MAC) addresses. ^615a1d

                                                                                Unknown clients then have all traffic blocked, except for that on TCP port 80, which is sent to an HTTP server (the "login server") dedicated to "logging in" unknown clients, and of course traffic to the login server itself. ^521ac1

                                                                                511 Captive Portal Example #

                                                                                For example, a user agent might connect to a network and make the following HTTP request on TCP port 80:

                                                                                GET /index.htm HTTP/1.1
+Host: www.example.com
+

                                                                                Upon receiving such a request, the login server would generate a 511 response:

                                                                                HTTP/1.1 511 Network Authentication Required
+Content-Type: text/html
+
                                                                                   <html>
+      <head>
+         <title>Network Authentication Required</title>
+         <meta http-equiv="refresh"
+               content="0; url=https://login.example.net/">
+      </head>
+      <body>
+         <p>You need to <a href="https://login.example.net/">
+         authenticate with the local network</a> in order to gain
+         access.</p>
+      </body>
+   </html>
+

                                                                                Here, the 511 status code assures that non-browser clients will not interpret the response as being from the origin server, and the META HTML element redirects the user agent to the login server.

                                                                                Security Considerations #

                                                                                428 Precondition Required #

                                                                                The 428 status code is optional; clients cannot rely upon its use to prevent "lost update" conflicts.

                                                                                429 Too Many Requests #

                                                                                When a server is under attack or just receiving a very large number of requests from a single party, responding to each with a 429 status code will consume resources.

                                                                                Therefore, servers are not required to use the 429 status code; when limiting resource usage, it may be more appropriate to just drop connections, or take other steps.

                                                                                431 Request Header Fields Too Large #

                                                                                Servers are not required to use the 431 status code; when under attack, it may be more appropriate to just drop connections, or take other steps.

                                                                                511 Network Authentication Required (Security) #

                                                                                In common use, a response carrying the 511 status code will not come from the origin server indicated in the request's URL. This presents many security issues; e.g., an attacking intermediary may be inserting cookies into the original domain's name space, may be observing cookies or HTTP authentication credentials sent from the user agent, and so on.

                                                                                However, these risks are not unique to the 511 status code; in other words, a captive portal that is not using this status code introduces the same issues.

                                                                                Also, note that captive portals using this status code on a Secure Socket Layer (SSL) or Transport Layer Security (TLS) connection (commonly, port 443) will generate a certificate error on the client.

                                                                                IANA Considerations #

                                                                                The HTTP Status Codes registry has been updated with the following entries:

                                                                                  Value: 428
+  Description: Precondition Required
+  Reference: [RFC6585]
+
+  Value: 429
+  Description: Too Many Requests
+  Reference: [RFC6585]
+
+  Value: 431
+  Description: Request Header Fields Too Large
+  Reference: [RFC6585]
+
+  Value: 511
+  Description: Network Authentication Required
+  Reference: [RFC6585]
+

                                                                                References #

                                                                                9.1. Normative References

                                                                                \[ Requirement Levels", BCP 14, RFC 2119, March 1997. \[RFC2616\] Fielding, R., Gettys, J., Mogul, J., Frystyk, H., Masinter, L., Leach, P., and T. Berners-Lee, "Hypertext Transfer Protocol -- HTTP/1.1", RFC 2616, June 1999. 9.2. Informative References \[CORS\] van Kesteren, A., Ed., "Cross-Origin Resource Sharing", W3C Working Draft WD-cors-20100727, July 2010, . \[Favicon\] Wikipedia, "Favicon", March 2012, \. \[OAuth2.0\] Hammer-Lahav, E., Ed., Recordon, D., and D. Hardt, "The OAuth 2.0 Authorization Protocol", Work in Progress, March 2012. Nottingham & Fielding Standards Track \[Page 7\] RFC 6585 Additional HTTP Status Codes April 2012 \[P3P\] Marchiori, M., Ed., "The Platform for Privacy Preferences 1.0 (P3P1.0) Specification", W3C Recommendation REC-P3P-20020416, April 2002, . \[RFC4791\] Daboo, C., Desruisseaux, B., and L. Dusseault, "Calendaring Extensions to WebDAV (CalDAV)", RFC 4791, March 2007. \[RFC4918\] Dusseault, L., Ed., "HTTP Extensions for Web Distributed Authoring and Versioning (WebDAV)", RFC 4918, June 2007. \[WIDGETS\] Caceres, M., Ed., "Widget Packaging and XML Configuration", W3C Recommendation REC-widgets-20110927, September 2011, . \[WebFinger\] WebFinger Project, "WebFingerProtocol (Draft)", January 2010, \. ## Appendix ### Appendix A. Acknowledgements Thanks to Jan Algermissen and Julian Reschke for their suggestions and feedback. ### Appendix B. Issues Raised by Captive Portals Since clients cannot differentiate between a portal's response and that of the HTTP server that they intended to communicate with, a number of issues arise. The 511 status code is intended to help mitigate some of them. One example is the "favicon.ico" \[Favicon\] commonly used by browsers to identify the site being accessed. If the favicon for a given site is fetched from a captive portal instead of the intended site (e.g., because the user is unauthenticated), it will often "stick" in the browser's cache (most implementations cache favicons aggressively) beyond the portal session, so that it seems as if the portal's favicon has "taken over" the legitimate site. Another browser-based issue comes about when the Platform for Privacy Preferences \[P3P\] is supported. Depending on how it is implemented, it's possible a browser might interpret a portal's response for the p3p.xml file as the server's, resulting in the privacy policy (or lack thereof) advertised by the portal being interpreted as applying to the intended site. Other Web-based protocols such as WebFinger \[WebFinger\], Cross-Origin Resource Sharing \[CORS\], and Open Authorization \[OAuth2.0\] may also be vulnerable to such issues. Although HTTP is most widely used with Web browsers, a growing number of non-browsing applications use it as a substrate protocol. For example, Web Distributed Authoring and Versioning (WebDAV) \[RFC4918\] and Calendaring Extensions to WebDAV (CalDAV) \[RFC4791\] both use HTTP as the basis (for remote authoring and calendaring, respectively). Using these applications from behind a captive portal can result in spurious errors being presented to the user, and might result in content corruption, in extreme cases. Similarly, other non-browser applications using HTTP can be affected as well, e.g., widgets \[WIDGETS\], software updates, and other specialized software such as Twitter clients and the iTunes Music Store. It should be noted that it's sometimes believed that using HTTP redirection to direct traffic to the portal addresses these issues. However, since many of these uses "follow" redirects, this is not a good solution. Authors' Addresses Mark Nottingham Rackspace EMail: mnot@mnot.net URI: http://www.mnot.net/ Roy T. Fielding Adobe Systems Incorporated 345 Park Ave. San Jose, CA 95110 USA EMail: fielding@gbiv.com URI: http://roy.gbiv.com/ \]
                                                                                \ No newline at end of file diff --git a/router/lightning router/captive portal/arubanetworks captive portal/index.html b/router/lightning router/captive portal/arubanetworks captive portal/index.html new file mode 100644 index 0000000000..4f241d895b --- /dev/null +++ b/router/lightning router/captive portal/arubanetworks captive portal/index.html @@ -0,0 +1,127 @@ +arubanetworks captive portal | philip's notes

                                                                                arubanetworks captive portal

                                                                                2021-12-02 · 3 min read

                                                                                Source: https://www.arubanetworks.com/vrd/GuestAccessAppNote/wwhelp/wwhimpl/js/html/wwhelp.htm#href=Chap3.html#1035623

                                                                                Captive Portal #

                                                                                Captive portal authentication is a Layer 3 authentication method that redirects users to a captive portal page when they start a web session. The captive portal page can be used for various purposes, such as authenticating the guest using a user name and password, providing an acceptable use policy, or self registration with an email address.

                                                                                Authentication Process #

                                                                                Captive portal is a Layer 3 authentication, which requires that the devices connect to the network and obtain an IP address and related DNS information before authenticating through the captive portal. The following steps explain the entire captive portal process when the native ArubaOS is used for captive portal authentication:

                                                                                1. The device that is associating to the guest SSID is assigned an initial role (guest-logon role in the example configuration). This initial role allows DHCP, so the user gets an IP address.
                                                                                2. The user opens a browser and makes an HTTP (or HTTPS) request to some destination (for example, www.bbc.com).
                                                                                3. The resolver in the device sends a DNS request to resolve the www.bbc.com. The initial role (guest-logon role) permits DNS services, so the resolver can communicate with the DNS server.
                                                                                4. The DNS server replies with the correct address to www.bbc.com.
                                                                                5. The resolver tells the browser which IP address to use based on the DNS reply.
                                                                                6. The browser initiates a TCP connection to port 80 of the www.bbc.com address.
                                                                                7. The controller intercepts the connection and spoofs the initial TCP handshakes of the HTTP process. At this moment, the client browser thinks it is communicating with the bbc.com server.
                                                                                8. When the browser sends the HTTP GET request for the web page, the controller replies saying that bbc.com has “temporarily moved” to https://securelogin.arubanetworks.com/[string that identifies client].
                                                                                9. The browser closes the connection.
                                                                                10. The browser attempts to connect with https://securelogin.arubanetworks.com/[string that identifies client], but it first needs to send a DNS request for the address.
                                                                                11. The actual DNS server responds that it cannot resolve https://securelogin.arubanetworks.com, but the controller intercepts that reply and changes the packet to say that securelogin.arubanetworks.com is at the IP address of the controller itself. Remember that it is critical that the DNS server sends back a reply to the query.  It is only then that the controller can spoof the reply back from the DNS server.  Sending a DNS request without receiving a reply is not sufficient, since without a reply the controller will never help the client resolve securelogin.arubanetworks.com.
                                                                                12. The browser initiates an HTTPS connection to address of controller, which responds with the captive portal login page, where the guest authenticates.
                                                                                13. After successful authentication, the user is assigned the post authentication role (auth-guest role in the example configuration). This is the default role in the captive portal profile.
                                                                                14. After authentication, the browser is redirected to bbc.com at the address originally resolved by the DNS. Alternatively, if a welcome page is configured, the browser is redirected to the welcome page.
                                                                                15. To successfully redirect to the original web page the controller spoofs a reply from bbc.com to tell the client that bbc.com has “permanently moved” to bbc.com. This step corrects the “temporary relocation” that occurred as part of the captive portal login.
                                                                                16. This causes the client to re-query DNS for the address of www.bbc.com.
                                                                                17. The browser starts to communicate with the actual bbc.com server.
                                                                                \ No newline at end of file diff --git a/router/lightning router/captive portal/captive portal (wikipedia)/index.html b/router/lightning router/captive portal/captive portal (wikipedia)/index.html new file mode 100644 index 0000000000..b6c4839db2 --- /dev/null +++ b/router/lightning router/captive portal/captive portal (wikipedia)/index.html @@ -0,0 +1,127 @@ +captive portal (wikipedia) | philip's notes

                                                                                captive portal (wikipedia)

                                                                                2021-12-02 · 10 min read

                                                                                Connected to: #

                                                                                Wi-Fi Web browser MAC address

                                                                                Overview #

                                                                                A captive portal is a web page accessed with a web browser that is displayed to newly connected users of a Wi-Fi or wired network before they are granted broader access to network resources. Captive portals are commonly used to present a landing or log-in page which may require authentication, payment, acceptance of an end-user license agreement, acceptable use policy, survey completion, or other valid credentials that both the host and user agree to adhere by. Captive portals are used for a broad range of mobile and pedestrian broadband services – including cable and commercially provided Wi-Fi and home hotspots. A captive portal can also be used to provide access to enterprise or residential wired networks, such as apartment houses, hotel rooms, and business centers.

                                                                                The captive portal is presented to the client and is stored either at the gateway or on a web server hosting the web page. Depending on the feature set of the gateway, websites or TCP ports can be white-listed so that the user would not have to interact with the captive portal in order to use them. The MAC address of attached clients can also be used to bypass the login process for specified devices.

                                                                                Uses #

                                                                                Captive portals are primarily used in open wireless networks where the users are shown a welcome message informing them of the conditions of access (allowed ports, liability, etc.). Administrators tend to do this so that their own users take responsibility for their actions and to avoid any legal responsibility. Whether this delegation of responsibility is legally valid is a matter of debate.[1][2]

                                                                                Often captive portals are used for marketing and commercial communication purposes. Access to the Internet over open Wi-Fi is prohibited until the user exchanges personal data by filling out a web-based registration form in a web browser. The web-based form either automatically opens in a web browser, or appears when the user opens a web browser and tries to visit any web page. In other words, the user is "captive" - unable to access the Internet freely until the user is granted access to the Internet and has "completed" the captive portal. This allows the provider of this service to display or send advertisements to users who connect to the Wi-Fi access point. This type of service is also sometimes known as "social Wi-Fi", as they may ask for a social network account to login (such as Facebook). Over the past few years, such social Wi-Fi captive portals have become commonplace with various companies offering marketing centered around Wi-Fi data collection.

                                                                                The user can find many types of content in the captive portal, and it's frequent to allow access to the Internet in exchange for viewing content or performing a certain action (often, providing personal data to enable commercial contact); thus, the marketing use of the captive portal is a tool for lead generation (business contacts or potential clients).[citation needed]

                                                                                Implementation #

                                                                                There is more than one way to implement a captive portal.

                                                                                HTTP redirect #

                                                                                A common method is to direct all World Wide Web traffic to a web server, which returns an HTTP redirect to a captive portal.[3] When a modern, internet-enabled device first connects to a network, it sends out an HTTP request to a detection URL predefined by its vendor and expects an HTTP status code 200 OK or 204 No Content. If the device receives a HTTP 200 status code, it assumes it has unlimited internet access. Captive portal prompts are displayed when you are able to manipulate this first HTTP message to return a HTTP status code of 302 (redirect) to the captive portal of your choice.[4][5] RFC 6585 specifies 511 Network Authentication Required code.

                                                                                ICMP redirect #

                                                                                Client traffic can also be redirected using ICMP redirect on the layer 3 level.

                                                                                Redirect by DNS #

                                                                                When a client requests a World Wide Web resource, DNS is queried by the browser. In a captive portal, the firewall will make sure that only the DNS server(s) provided by the network's DHCP can be used by unauthenticated clients (or, alternatively, it will forward all DNS requests by unauthenticated clients to that DNS server). This DNS server will return the IP address of the captive portal page as a result of all DNS lookups.

                                                                                In order to perform redirection by DNS the captive portal uses DNS hijacking to perform an action similar to a man-in-the-middle attack. To limit the impact of DNS poisoning, a TTL of 0 is typically used.

                                                                                Limitations #

                                                                                Security #

                                                                                Captive portals have been known to have incomplete firewall rule sets.[6]

                                                                                DNS tunneling #

                                                                                In some deployments, the rule set will route DNS requests from clients to the Internet, or the provided DNS server will fulfill arbitrary DNS requests from the client. This allows a client to bypass the captive portal and access the open Internet by tunneling arbitrary traffic within DNS packets.

                                                                                Automatic submission #

                                                                                Some captive portals may be configured to allow appropriately equipped user agents to detect the captive portal and automatically authenticate. User agents and supplemental applications such as Apple's Captive Portal Assistant can sometimes transparently bypass the display of captive portal content against the wishes of the service operator as long as they have access to correct credentials, or they may attempt to authenticate with incorrect or obsolete credentials, resulting in unintentional consequences such as accidental account locking.

                                                                                MAC spoofing #

                                                                                A captive portal that uses MAC addresses to track connected devices can sometimes be circumvented by re-using a MAC address of previously authenticated device. Once a device has been authenticated to the captive portal using a valid credentials, the gateway adds that device's MAC address to its "whitelist"; since MAC addresses can easily be spoofed, any other device can pretend to be the authenticated device and bypass the captive portal. Once the IP and MAC addresses of other connecting computers are found to be authenticated, any machine can spoof the MAC address and Internet Protocol (IP) address of the authenticated target, and be allowed a route through the gateway. For this reason some captive portal solutions created extended authentication mechanisms to limit the risk for usurpation.

                                                                                Require Web Browser #

                                                                                Captive portals often require the use of a web browser; this is usually the first application that users start after connected to the Internet, but users who first use an email client or other application that relies on the Internet may find the connection not working without explanation, and will then need to open a web browser to validate. This may be problematic for users who do not have any web browser installed on their operating system. It is however sometimes possible to use email and other facilities that do not rely on DNS (e.g. if the application specifies the connection IP rather than the hostname). A similar problem can occur if the client uses AJAX or joins the network with pages already loaded into its web browser, causing undefined behavior (for example, corrupt messages appear) when such a page tries HTTP requests to its origin server.

                                                                                Similarly, as HTTPS connections cannot be redirected (at least not without triggering security warnings), a web browser that only attempts to access secure websites before being authorized by the captive portal will see those attempts fail without explanation (the usual symptom is that the intended website appears to be down or inaccessible).

                                                                                Platforms that have Wi-Fi and a TCP/IP stack but do not have a web browser that supports HTTPS cannot use many captive portals. Such platforms include the Nintendo DS running a game that uses Nintendo Wi-Fi Connection. Non-browser authentication is possible using WISPr, an XML-based authentication protocol for this purpose, or MAC-based authentication or authentications based on other protocols.

                                                                                It is also possible for a platform vendor to enter into a service contract with the operator of a large number of captive portal hotspots to allow free or discounted access to the platform vendor's servers via the hotspot's walled garden. For example, in 2005 Nintendo and Wayport partnered to provide free Wi-Fi access to Nintendo DS users at certain McDonald's restaurants.[7] Also, VoIP SIP ports could be allowed to bypass the gateway to allow phones to work.

                                                                                \ No newline at end of file diff --git a/router/lightning router/captive portal/captive portal/index.html b/router/lightning router/captive portal/captive portal/index.html new file mode 100644 index 0000000000..f3f21fd45b --- /dev/null +++ b/router/lightning router/captive portal/captive portal/index.html @@ -0,0 +1,192 @@ +captive portal | philip's notes

                                                                                captive portal

                                                                                2021-12-02 · 23 min read

                                                                                captive portal (wikipedia)

                                                                                RFC 6585 (Additional HTTP Status Codes) > 511 Network Authentication Required 8c7492

                                                                                RFC 6585 (Additional HTTP Status Codes)

                                                                                Internet Engineering Task Force (IETF)                     M. Nottingham
+Request for Comments: 6585                                     Rackspace
+Updates: 2616                                                R. Fielding
+Category: Standards Track                                          Adobe
+ISSN: 2070-1721                                               April 2012
+

                                                                                Abstract #

                                                                                This document specifies additional HyperText Transfer Protocol (HTTP) status codes for a variety of common situations.

                                                                                Status of This Memo #

                                                                                This is an Internet Standards Track document.

                                                                                This document is a product of the Internet Engineering Task Force (IETF). It represents the consensus of the IETF community. It has received public review and has been approved for publication by the Internet Engineering Steering Group (IESG). Further information on Internet Standards is available in Section 2 of RFC 5741.

                                                                                Information about the current status of this document, any errata, and how to provide feedback on it may be obtained at http://www.rfc-editor.org/info/rfc6585.

                                                                                Copyright (c) 2012 IETF Trust and the persons identified as the document authors. All rights reserved.

                                                                                This document is subject to BCP 78 and the IETF Trust's Legal Provisions Relating to IETF Documents (http://trustee.ietf.org/license-info) in effect on the date of publication of this document. Please review these documents carefully, as they describe your rights and restrictions with respect to this document. Code Components extracted from this document must include Simplified BSD License text as described in Section 4.e of the Trust Legal Provisions and are provided without warranty as described in the Simplified BSD License.

                                                                                Introduction #

                                                                                This document specifies additional HTTP [RFC2616] status codes for a variety of common situations, to improve interoperability and avoid confusion when other, less precise status codes are used.

                                                                                Note that these status codes are optional; servers cannot be required to support them. However, because clients will treat unknown status codes as a generic error of the same class (e.g., 499 is treated as 400 if it is not recognized), they can be safely deployed by existing servers (see [RFC2616] Section 6.1.1 for more information).

                                                                                Requirements #

                                                                                The key words "MUST", "MUST NOT", "REQUIRED", "SHALL", "SHALL NOT", "SHOULD", "SHOULD NOT", "RECOMMENDED", "MAY", and "OPTIONAL" in this document are to be interpreted as described in [RFC2119].

                                                                                428 Precondition Required #

                                                                                The 428 status code indicates that the origin server requires the request to be conditional.

                                                                                Its typical use is to avoid the "lost update" problem, where a client GETs a resource's state, modifies it, and PUTs it back to the server, when meanwhile a third party has modified the state on the server, leading to a conflict. By requiring requests to be conditional, the server can assure that clients are working with the correct copies.

                                                                                Responses using this status code SHOULD explain how to resubmit the request successfully. For example:

                                                                                HTTP/1.1 428 Precondition Required Content-Type: text/html

                                                                                <html>
+   <head>
+      <title>Precondition Required</title>
+   </head>
+   <body>
+      <h1>Precondition Required</h1>
+      <p>This request is required to be conditional;
+      try using "If-Match".</p>
+   </body>
+</html>
+

                                                                                Responses with the 428 status code MUST NOT be stored by a cache.

                                                                                429 Too Many Requests #

                                                                                The 429 status code indicates that the user has sent too many requests in a given amount of time ("rate limiting").

                                                                                The response representations SHOULD include details explaining the condition, and MAY include a Retry-After header indicating how long to wait before making a new request.

                                                                                For example:

                                                                                HTTP/1.1 429 Too Many Requests Content-Type: text/html Retry-After: 3600

                                                                                   <html>
+      <head>
+         <title>Too Many Requests</title>
+      </head>
+      <body>
+         <h1>Too Many Requests</h1>
+         <p>I only allow 50 requests per hour to this Web site per
+            logged in user.  Try again soon.</p>
+      </body>
+   </html>
+

                                                                                Note that this specification does not define how the origin server identifies the user, nor how it counts requests. For example, an origin server that is limiting request rates can do so based upon counts of requests on a per-resource basis, across the entire server, or even among a set of servers. Likewise, it might identify the user by its authentication credentials, or a stateful cookie.

                                                                                Responses with the 429 status code MUST NOT be stored by a cache.

                                                                                431 Request Header Fields Too Large #

                                                                                The 431 status code indicates that the server is unwilling to process the request because its header fields are too large. The request MAY be resubmitted after reducing the size of the request header fields.

                                                                                It can be used both when the set of request header fields in total is too large, and when a single header field is at fault. In the latter case, the response representation SHOULD specify which header field was too large.

                                                                                For example:

                                                                                HTTP/1.1 431 Request Header Fields Too Large Content-Type: text/html

                                                                                   <html>
+      <head>
+         <title>Request Header Fields Too Large</title>
+      </head>
+      <body>
+         <h1>Request Header Fields Too Large</h1>
+         <p>The "Example" header was too large.</p>
+      </body>
+   </html>
+

                                                                                Responses with the 431 status code MUST NOT be stored by a cache.

                                                                                511 Network Authentication Required ^8c7492 #

                                                                                The 511 status code indicates that the client needs to authenticate to gain network access.

                                                                                The response representation SHOULD contain a link to a resource that allows the user to submit credentials (e.g., with an HTML form).

                                                                                Note that the 511 response SHOULD NOT contain a challenge or the login interface itself, because browsers would show the login interface as being associated with the originally requested URL, which may cause confusion.

                                                                                The 511 status SHOULD NOT be generated by origin servers; it is intended for use by intercepting proxies that are interposed as a means of controlling access to the network.

                                                                                Responses with the 511 status code MUST NOT be stored by a cache.

                                                                                The 511 Status Code and Captive Portals #

                                                                                The 511 status code is designed to mitigate problems caused by "captive portals" to software (especially non-browser agents) that is expecting a response from the server that a request was made to, not the intervening network infrastructure. It is not intended to encourage deployment of captive portals -- only to limit the damage caused by them.

                                                                                A network operator wishing to require some authentication, acceptance of terms, or other user interaction before granting access usually does so by identifying clients who have not done so ("unknown clients") using their Media Access Control (MAC) addresses. ^615a1d

                                                                                Unknown clients then have all traffic blocked, except for that on TCP port 80, which is sent to an HTTP server (the "login server") dedicated to "logging in" unknown clients, and of course traffic to the login server itself. ^521ac1

                                                                                511 Captive Portal Example #

                                                                                For example, a user agent might connect to a network and make the following HTTP request on TCP port 80:

                                                                                GET /index.htm HTTP/1.1
+Host: www.example.com
+

                                                                                Upon receiving such a request, the login server would generate a 511 response:

                                                                                HTTP/1.1 511 Network Authentication Required
+Content-Type: text/html
+
                                                                                   <html>
+      <head>
+         <title>Network Authentication Required</title>
+         <meta http-equiv="refresh"
+               content="0; url=https://login.example.net/">
+      </head>
+      <body>
+         <p>You need to <a href="https://login.example.net/">
+         authenticate with the local network</a> in order to gain
+         access.</p>
+      </body>
+   </html>
+

                                                                                Here, the 511 status code assures that non-browser clients will not interpret the response as being from the origin server, and the META HTML element redirects the user agent to the login server.

                                                                                Security Considerations #

                                                                                428 Precondition Required #

                                                                                The 428 status code is optional; clients cannot rely upon its use to prevent "lost update" conflicts.

                                                                                429 Too Many Requests #

                                                                                When a server is under attack or just receiving a very large number of requests from a single party, responding to each with a 429 status code will consume resources.

                                                                                Therefore, servers are not required to use the 429 status code; when limiting resource usage, it may be more appropriate to just drop connections, or take other steps.

                                                                                431 Request Header Fields Too Large #

                                                                                Servers are not required to use the 431 status code; when under attack, it may be more appropriate to just drop connections, or take other steps.

                                                                                511 Network Authentication Required (Security) #

                                                                                In common use, a response carrying the 511 status code will not come from the origin server indicated in the request's URL. This presents many security issues; e.g., an attacking intermediary may be inserting cookies into the original domain's name space, may be observing cookies or HTTP authentication credentials sent from the user agent, and so on.

                                                                                However, these risks are not unique to the 511 status code; in other words, a captive portal that is not using this status code introduces the same issues.

                                                                                Also, note that captive portals using this status code on a Secure Socket Layer (SSL) or Transport Layer Security (TLS) connection (commonly, port 443) will generate a certificate error on the client.

                                                                                IANA Considerations #

                                                                                The HTTP Status Codes registry has been updated with the following entries:

                                                                                  Value: 428
+  Description: Precondition Required
+  Reference: [RFC6585]
+
+  Value: 429
+  Description: Too Many Requests
+  Reference: [RFC6585]
+
+  Value: 431
+  Description: Request Header Fields Too Large
+  Reference: [RFC6585]
+
+  Value: 511
+  Description: Network Authentication Required
+  Reference: [RFC6585]
+

                                                                                References #

                                                                                9.1. Normative References

                                                                                \[ Requirement Levels", BCP 14, RFC 2119, March 1997. \[RFC2616\] Fielding, R., Gettys, J., Mogul, J., Frystyk, H., Masinter, L., Leach, P., and T. Berners-Lee, "Hypertext Transfer Protocol -- HTTP/1.1", RFC 2616, June 1999. 9.2. Informative References \[CORS\] van Kesteren, A., Ed., "Cross-Origin Resource Sharing", W3C Working Draft WD-cors-20100727, July 2010, . \[Favicon\] Wikipedia, "Favicon", March 2012, \. \[OAuth2.0\] Hammer-Lahav, E., Ed., Recordon, D., and D. Hardt, "The OAuth 2.0 Authorization Protocol", Work in Progress, March 2012. Nottingham & Fielding Standards Track \[Page 7\] RFC 6585 Additional HTTP Status Codes April 2012 \[P3P\] Marchiori, M., Ed., "The Platform for Privacy Preferences 1.0 (P3P1.0) Specification", W3C Recommendation REC-P3P-20020416, April 2002, . \[RFC4791\] Daboo, C., Desruisseaux, B., and L. Dusseault, "Calendaring Extensions to WebDAV (CalDAV)", RFC 4791, March 2007. \[RFC4918\] Dusseault, L., Ed., "HTTP Extensions for Web Distributed Authoring and Versioning (WebDAV)", RFC 4918, June 2007. \[WIDGETS\] Caceres, M., Ed., "Widget Packaging and XML Configuration", W3C Recommendation REC-widgets-20110927, September 2011, . \[WebFinger\] WebFinger Project, "WebFingerProtocol (Draft)", January 2010, \. ## Appendix ### Appendix A. Acknowledgements Thanks to Jan Algermissen and Julian Reschke for their suggestions and feedback. ### Appendix B. Issues Raised by Captive Portals Since clients cannot differentiate between a portal's response and that of the HTTP server that they intended to communicate with, a number of issues arise. The 511 status code is intended to help mitigate some of them. One example is the "favicon.ico" \[Favicon\] commonly used by browsers to identify the site being accessed. If the favicon for a given site is fetched from a captive portal instead of the intended site (e.g., because the user is unauthenticated), it will often "stick" in the browser's cache (most implementations cache favicons aggressively) beyond the portal session, so that it seems as if the portal's favicon has "taken over" the legitimate site. Another browser-based issue comes about when the Platform for Privacy Preferences \[P3P\] is supported. Depending on how it is implemented, it's possible a browser might interpret a portal's response for the p3p.xml file as the server's, resulting in the privacy policy (or lack thereof) advertised by the portal being interpreted as applying to the intended site. Other Web-based protocols such as WebFinger \[WebFinger\], Cross-Origin Resource Sharing \[CORS\], and Open Authorization \[OAuth2.0\] may also be vulnerable to such issues. Although HTTP is most widely used with Web browsers, a growing number of non-browsing applications use it as a substrate protocol. For example, Web Distributed Authoring and Versioning (WebDAV) \[RFC4918\] and Calendaring Extensions to WebDAV (CalDAV) \[RFC4791\] both use HTTP as the basis (for remote authoring and calendaring, respectively). Using these applications from behind a captive portal can result in spurious errors being presented to the user, and might result in content corruption, in extreme cases. Similarly, other non-browser applications using HTTP can be affected as well, e.g., widgets \[WIDGETS\], software updates, and other specialized software such as Twitter clients and the iTunes Music Store. It should be noted that it's sometimes believed that using HTTP redirection to direct traffic to the portal addresses these issues. However, since many of these uses "follow" redirects, this is not a good solution. Authors' Addresses Mark Nottingham Rackspace EMail: mnot@mnot.net URI: http://www.mnot.net/ Roy T. Fielding Adobe Systems Incorporated 345 Park Ave. San Jose, CA 95110 USA EMail: fielding@gbiv.com URI: http://roy.gbiv.com/ # RFC 6585 (Additional HTTP Status Codes) ```` Internet Engineering Task Force (IETF) M. Nottingham Request for Comments: 6585 Rackspace Updates: 2616 R. Fielding Category: Standards Track Adobe ISSN: 2070-1721 April 2012 ```` ## Abstract This document specifies additional HyperText Transfer Protocol (HTTP) status codes for a variety of common situations. ## Status of This Memo This is an Internet Standards Track document. This document is a product of the Internet Engineering Task Force (IETF). It represents the consensus of the IETF community. It has received public review and has been approved for publication by the Internet Engineering Steering Group (IESG). Further information on Internet Standards is available in Section 2 of RFC 5741. Information about the current status of this document, any errata, and how to provide feedback on it may be obtained at . ## Copyright Notice Copyright (c) 2012 IETF Trust and the persons identified as the document authors. All rights reserved. This document is subject to BCP 78 and the IETF Trust's Legal Provisions Relating to IETF Documents () in effect on the date of publication of this document. Please review these documents carefully, as they describe your rights and restrictions with respect to this document. Code Components extracted from this document must include Simplified BSD License text as described in Section 4.e of the Trust Legal Provisions and are provided without warranty as described in the Simplified BSD License. ## Introduction This document specifies additional HTTP \[RFC2616\] status codes for a variety of common situations, to improve interoperability and avoid confusion when other, less precise status codes are used. Note that these status codes are optional; servers cannot be required to support them. However, because clients will treat unknown status codes as a generic error of the same class (e.g., 499 is treated as 400 if it is not recognized), they can be safely deployed by existing servers (see \[RFC2616\] Section 6.1.1 for more information). ## Requirements The key words "MUST", "MUST NOT", "REQUIRED", "SHALL", "SHALL NOT", "SHOULD", "SHOULD NOT", "RECOMMENDED", "MAY", and "OPTIONAL" in this document are to be interpreted as described in \[RFC2119\]. ## 428 Precondition Required The 428 status code indicates that the origin server requires the request to be conditional. Its typical use is to avoid the "lost update" problem, where a client GETs a resource's state, modifies it, and PUTs it back to the server, when meanwhile a third party has modified the state on the server, leading to a conflict. By requiring requests to be conditional, the server can assure that clients are working with the correct copies. Responses using this status code SHOULD explain how to resubmit the request successfully. For example: HTTP/1.1 428 Precondition Required Content-Type: text/html ````html Precondition Required

                                                                                Precondition Required

                                                                                This request is required to be conditional; try using "If-Match".

                                                                                ```` Responses with the 428 status code MUST NOT be stored by a cache. ## 429 Too Many Requests The 429 status code indicates that the user has sent too many requests in a given amount of time ("rate limiting"). The response representations SHOULD include details explaining the condition, and MAY include a Retry-After header indicating how long to wait before making a new request. For example: HTTP/1.1 429 Too Many Requests Content-Type: text/html Retry-After: 3600 ````html Too Many Requests

                                                                                Too Many Requests

                                                                                I only allow 50 requests per hour to this Web site per logged in user. Try again soon.

                                                                                ```` Note that this specification does not define how the origin server identifies the user, nor how it counts requests. For example, an origin server that is limiting request rates can do so based upon counts of requests on a per-resource basis, across the entire server, or even among a set of servers. Likewise, it might identify the user by its authentication credentials, or a stateful cookie. Responses with the 429 status code MUST NOT be stored by a cache. ## 431 Request Header Fields Too Large The 431 status code indicates that the server is unwilling to process the request because its header fields are too large. The request MAY be resubmitted after reducing the size of the request header fields. It can be used both when the set of request header fields in total is too large, and when a single header field is at fault. In the latter case, the response representation SHOULD specify which header field was too large. For example: HTTP/1.1 431 Request Header Fields Too Large Content-Type: text/html ````html Request Header Fields Too Large

                                                                                Request Header Fields Too Large

                                                                                The "Example" header was too large.

                                                                                ```` Responses with the 431 status code MUST NOT be stored by a cache. ## 511 Network Authentication Required ^8c7492 The 511 status code indicates that the client needs to authenticate to gain network access. The response representation SHOULD contain a link to a resource that allows the user to submit credentials (e.g., with an HTML form). Note that the 511 response SHOULD NOT contain a challenge or the login interface itself, because browsers would show the login interface as being associated with the originally requested URL, which may cause confusion. The 511 status SHOULD NOT be generated by origin servers; it is intended for use by intercepting proxies that are interposed as a means of controlling access to the network. Responses with the 511 status code MUST NOT be stored by a cache. ### The 511 Status Code and Captive Portals The 511 status code is designed to mitigate problems caused by "captive portals" to software (especially non-browser agents) that is expecting a response from the server that a request was made to, not the intervening network infrastructure. It is not intended to encourage deployment of captive portals -- only to limit the damage caused by them. A network operator wishing to require some authentication, acceptance of terms, or other user interaction before granting access usually does so by identifying clients who have not done so ("unknown clients") using their Media Access Control (MAC) addresses. ^615a1d Unknown clients then have all traffic blocked, except for that on TCP port 80, which is sent to an HTTP server (the "login server") dedicated to "logging in" unknown clients, and of course traffic to the login server itself. ^521ac1 #### 511 Captive Portal Example For example, a user agent might connect to a network and make the following HTTP request on TCP port 80: ````http GET /index.htm HTTP/1.1 Host: www.example.com ```` Upon receiving such a request, the login server would generate a 511 response: ````http HTTP/1.1 511 Network Authentication Required Content-Type: text/html ```` ````html Network Authentication Required

                                                                                You need to authenticate with the local network in order to gain access.

                                                                                ```` Here, the 511 status code assures that non-browser clients will not interpret the response as being from the origin server, and the META HTML element redirects the user agent to the login server. ## Security Considerations ### 428 Precondition Required The 428 status code is optional; clients cannot rely upon its use to prevent "lost update" conflicts. ### 429 Too Many Requests When a server is under attack or just receiving a very large number of requests from a single party, responding to each with a 429 status code will consume resources. Therefore, servers are not required to use the 429 status code; when limiting resource usage, it may be more appropriate to just drop connections, or take other steps. ### 431 Request Header Fields Too Large Servers are not required to use the 431 status code; when under attack, it may be more appropriate to just drop connections, or take other steps. ### 511 Network Authentication Required (Security) In common use, a response carrying the 511 status code will not come from the origin server indicated in the request's URL. This presents many security issues; e.g., an attacking intermediary may be inserting cookies into the original domain's name space, may be observing cookies or HTTP authentication credentials sent from the user agent, and so on. However, these risks are not unique to the 511 status code; in other words, a captive portal that is not using this status code introduces the same issues. Also, note that captive portals using this status code on a Secure Socket Layer (SSL) or Transport Layer Security (TLS) connection (commonly, port 443) will generate a certificate error on the client. ## IANA Considerations The HTTP Status Codes registry has been updated with the following entries: ```` Value: 428 Description: Precondition Required Reference: [RFC6585] Value: 429 Description: Too Many Requests Reference: [RFC6585] Value: 431 Description: Request Header Fields Too Large Reference: [RFC6585] Value: 511 Description: Network Authentication Required Reference: [RFC6585] ```` ## References 9.1. Normative References \[RFC2119\] Bradner, S., "Key words for use in RFCs to Indicate Requirement Levels", BCP 14, RFC 2119, March 1997. \[RFC2616\] Fielding, R., Gettys, J., Mogul, J., Frystyk, H., Masinter, L., Leach, P., and T. Berners-Lee, "Hypertext Transfer Protocol -- HTTP/1.1", RFC 2616, June 1999. 9.2. Informative References \[CORS\] van Kesteren, A., Ed., "Cross-Origin Resource Sharing", W3C Working Draft WD-cors-20100727, July 2010, . \[Favicon\] Wikipedia, "Favicon", March 2012, \. \[OAuth2.0\] Hammer-Lahav, E., Ed., Recordon, D., and D. Hardt, "The OAuth 2.0 Authorization Protocol", Work in Progress, March 2012. Nottingham & Fielding Standards Track \[Page 7\] RFC 6585 Additional HTTP Status Codes April 2012 \[P3P\] Marchiori, M., Ed., "The Platform for Privacy Preferences 1.0 (P3P1.0) Specification", W3C Recommendation REC-P3P-20020416, April 2002, . \[RFC4791\] Daboo, C., Desruisseaux, B., and L. Dusseault, "Calendaring Extensions to WebDAV (CalDAV)", RFC 4791, March 2007. \[RFC4918\] Dusseault, L., Ed., "HTTP Extensions for Web Distributed Authoring and Versioning (WebDAV)", RFC 4918, June 2007. \[WIDGETS\] Caceres, M., Ed., "Widget Packaging and XML Configuration", W3C Recommendation REC-widgets-20110927, September 2011, . \[WebFinger\] WebFinger Project, "WebFingerProtocol (Draft)", January 2010, \. ## Appendix ### Appendix A. Acknowledgements Thanks to Jan Algermissen and Julian Reschke for their suggestions and feedback. ### Appendix B. Issues Raised by Captive Portals Since clients cannot differentiate between a portal's response and that of the HTTP server that they intended to communicate with, a number of issues arise. The 511 status code is intended to help mitigate some of them. One example is the "favicon.ico" \[Favicon\] commonly used by browsers to identify the site being accessed. If the favicon for a given site is fetched from a captive portal instead of the intended site (e.g., because the user is unauthenticated), it will often "stick" in the browser's cache (most implementations cache favicons aggressively) beyond the portal session, so that it seems as if the portal's favicon has "taken over" the legitimate site. Another browser-based issue comes about when the Platform for Privacy Preferences \[P3P\] is supported. Depending on how it is implemented, it's possible a browser might interpret a portal's response for the p3p.xml file as the server's, resulting in the privacy policy (or lack thereof) advertised by the portal being interpreted as applying to the intended site. Other Web-based protocols such as WebFinger \[WebFinger\], Cross-Origin Resource Sharing \[CORS\], and Open Authorization \[OAuth2.0\] may also be vulnerable to such issues. Although HTTP is most widely used with Web browsers, a growing number of non-browsing applications use it as a substrate protocol. For example, Web Distributed Authoring and Versioning (WebDAV) \[RFC4918\] and Calendaring Extensions to WebDAV (CalDAV) \[RFC4791\] both use HTTP as the basis (for remote authoring and calendaring, respectively). Using these applications from behind a captive portal can result in spurious errors being presented to the user, and might result in content corruption, in extreme cases. Similarly, other non-browser applications using HTTP can be affected as well, e.g., widgets \[WIDGETS\], software updates, and other specialized software such as Twitter clients and the iTunes Music Store. It should be noted that it's sometimes believed that using HTTP redirection to direct traffic to the portal addresses these issues. However, since many of these uses "follow" redirects, this is not a good solution. Authors' Addresses Mark Nottingham Rackspace EMail: mnot@mnot.net URI: http://www.mnot.net/ Roy T. Fielding Adobe Systems Incorporated 345 Park Ave. San Jose, CA 95110 USA EMail: fielding@gbiv.com URI: http://roy.gbiv.com/ ## Redirect Methods ### 1. WiFi Passpoint (Hotspot 2.0) ### 2. [HTTP Redirect](https://www.wikiwand.com/en/Captive_portal#/HTTP_redirect) When client device first connects, it makes an HTTP request to a special endpoint (what?); if the endpoint returns 200 or 204, then it assume unlimited internet. Otherwise, if it returns 302 (redirect) to the captive portal, the device will know that it needs to auth to gain access. Alternatively, ALL HTTP requests from the client are redirected until auth'ed. Problem: How does this work when the client is HTTPS only? #### ArubaNetworks Example [arubanetworks captive portal](@/router/lightning%20router/captive%20portal/arubanetworks%20captive%20portal.md) #### HTTP 302 Redirect Example: ````http # Client request: GET /index.html HTTP/1.1 Host: www.example.com # Server response: HTTP/1.1 302 Found Location: http://www.iana.org/domains/example/ ```` #### HTTP 511 Example: #### 511 Captive Portal Example For example, a user agent might connect to a network and make the following HTTP request on TCP port 80: ````http GET /index.htm HTTP/1.1 Host: www.example.com ```` Upon receiving such a request, the login server would generate a 511 response: ````http HTTP/1.1 511 Network Authentication Required Content-Type: text/html ```` ````html Network Authentication Required

                                                                                You need to authenticate with the local network in order to gain access.

                                                                                ```` Here, the 511 status code assures that non-browser clients will not interpret the response as being from the origin server, and the META HTML element redirects the user agent to the login server. ### 3. ICMP Redirect TODO ### 4. DNS Redirect Use [DNS Hijacking](https://www.wikiwand.com/en/DNS_hijacking) to return IP of captive portal for all DNS requests until client is auth'ed. DNS response should use TTL=0 to avoid poisoning client's DNS cache. Problem: how does this work if the client has their own DNS server configured (e.g. 8.8.8.8)? Could do DNS packet rewriting I guess... Problem: when the client looks up `google.com`, what if their local DNS cache is already hot? They will never make a DNS request that we can rewrite. \]
                                                                                \ No newline at end of file diff --git a/router/lightning router/captive portal/index.html b/router/lightning router/captive portal/index.html new file mode 100644 index 0000000000..5592e774a6 --- /dev/null +++ b/router/lightning router/captive portal/index.html @@ -0,0 +1,109 @@ +router/lightning router/captive portal | philip's notes

                                                                                router/lightning router/captive portal

                                                                                arubanetworks captive portal →

                                                                                2021-12-02 · 3 min read

                                                                                captive portal →

                                                                                2021-12-02 · 23 min read

                                                                                captive portal (wikipedia) →

                                                                                2021-12-02 · 10 min read

                                                                                RFC 6585 (Additional HTTP Status Codes) →

                                                                                2021-12-02 · 11 min read

                                                                                \ No newline at end of file diff --git a/router/lightning router/index.html b/router/lightning router/index.html new file mode 100644 index 0000000000..f114d1d9c3 --- /dev/null +++ b/router/lightning router/index.html @@ -0,0 +1,91 @@ +router/lightning router | philip's notes

                                                                                router/lightning router

                                                                                lightning router overview →

                                                                                2021-12-02 · 2 min read

                                                                                \ No newline at end of file diff --git a/router/lightning router/lightning router overview/index.html b/router/lightning router/lightning router overview/index.html new file mode 100644 index 0000000000..3541619f7d --- /dev/null +++ b/router/lightning router/lightning router overview/index.html @@ -0,0 +1,109 @@ +lightning router overview | philip's notes

                                                                                lightning router overview

                                                                                2021-12-02 · 2 min read

                                                                                Lightning-enabled "Captive Portal"

                                                                                "Pay-as-you-go" internet usage with Lightning

                                                                                Thesis #

                                                                                Faster, cheaper micro-payments enable finer grained usage billing

                                                                                Use Cases #

                                                                                1. Cafe / Restaurant / Hotel / Airport
                                                                                2. Appartment: provide WiFi to neighbors

                                                                                What is Purchased (Capacity vs Volume) #

                                                                                One of:

                                                                                1. Data Volume + Users purchase a "data rate" contract, e.g., $0.01 / MiB, charged every X MiB + Most cost efficient (?), since users pay only for what they use + Provider can charge many users at once + Variable quality, since it makes no guarantees about how much bandwidth capacity you're getting + Good for: emails, browsing, "spiky" usage
                                                                                2. Bandwidth + Users purchase a "bandwidth capacity" contract, e.g., 10 MiB/s, charged every X minutes + Allows users to reserve a "slice of the pipe" all to themselves + Some use cases aren't usable without a minimum bandwidth guarantee (Youtube video buffering, gaming lag). Most useful when the router is under heavy usage by many "data volume" users. + Good for: gaming, Netflix, Youtube, sustained usage
                                                                                • Could also provide "slow" connectivity by default, then users pay for better quality.
                                                                                • Also need to distinguish Up/Down Volume/Bandwidth

                                                                                Captive Portal #

                                                                                captive portal

                                                                                Flow #

                                                                                custom auth variables passed in query string
                                                                                variablenotes
                                                                                clientipThe ip address of the client to be authenticated
                                                                                sessionlengthlength of session - minutes
                                                                                uploadratemaximum allowed upload data rate - kbits/sec
                                                                                downloadratemaximum allowed download data rate - kbits/sec
                                                                                uploadquotaallowed upload data quota - kBytes
                                                                                downloadquotaallowed download data quota - kBytes
                                                                                customA custom data string that will be sent to BinAuth

                                                                                1. client gets captured by openNDS
                                                                                2. openNDS redirects client to FAS API along w/ encrypted token (?) (depends on "security level")
                                                                                3. FAS API decides whether to auth client by passing them the decrypted token, client hits gateway:port/opennds_auth?tok=XXX with decrypted token to auth.
                                                                                4. if client follows lightning flow, FAS API can notify openNDS to increase client
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Libra Diem Aptos.\nmy current project's TBA, but it's Lightning Network related : )\n","id":"https://phlip9.com/notes/","title":"_index"},"https://phlip9.com/notes/AI ML/":{"body":"","id":"https://phlip9.com/notes/AI ML/","title":"AI ML"},"https://phlip9.com/notes/AI ML/Expectimax Search/":{"body":"expectimax search\n\n\nAdversarial search algorithm (two competitive agents)\nNon-deterministic Environment (actions can have randomness)\nExpectimax is like Minimax but for non-deterministic games.\nHave Player1, Player2, and Chance node levels in our search tree.\nUnlike minimax which only requires evaluation functions to preserve ordering, expectimax requires that our evaluation function $f(\\text{leaf-state})$ must be a Positive Linear Operator on the win probability (so it must also preserves positive-ness) to be optimal.\n\nRecall: the evaluation function scores terminal states (game end) and depth-pruned states (states exceeding a depth limit).\n\n\n\nPruning + State & Q-State Cache\n \n #\n \n\n\nSee also: 2007 - Effective Use of Transposition Tables in Stochastic Game Tree Search\nFor a chance node, we're taking the mean of each possible outcome.\nAs we explore branches from the chance node, our upper and lower bound estimates of the mean slowly tighten, until we explore all branches and the mean becomes an exact value.\nWe can think of the lower bounds as taking the current exact value plus the sum of the rest of the probabilities times the worst possible outcome. Likewise the upper bound is the current exact value plus the sum of the rest of the probabilities times the best possible value.\nWith a naive alpha-beta pruning and q-state caching strategy, we might prune a branch but still cache the current estimate. However, this would only be a valid estimate for another path if the alpha-beta bounds are tighter.\nInstead of just recording a single value, we record an enum with two cases\nCase 1: the exact value, meaning we've fully explored all branches of this chance node.\nCase 2: an upper and lower bound and a thunk(?) to resume exploration of this node, meaning there are still more branches to explore.\nIn this way, we don't lose any information when we place a q-state into the cache. If another path has looser alpha-beta bounds (maybe we hit the q-state again on a higher level in the next branch) then it can explore the q-state some more before it decides to possibly prune or not.\nWhat about min- and max-state caching?\n \n #\n \n\n\nWe presumably do the same thing with only upper xor lower bounds resp. vs exact value plus resumable exploration thunk.\nHow do we prune?\n \n #\n \n\n\nAt a given chance node we have the bound $[\\alpha, \\beta]$ from our parent node, showing the best case known for the max (alpha) and best case known for the min (beta).\nAs we explore this chance node, we continually refine down our current best estimate bounds $[a, b]$ as we explore more branches. As soon as we see the bound intervals $[a, b]$ and $[\\alpha, \\beta]$ no longer intersect, we can prune.\nAppendix\n \n #\n \n\n\nPositive Linear Operator\n \n #\n \n\n\nsource: https://www.wikiwand.com/en/Positive_linear_operator\nFor scalar spaces, positive linear operators are functions of the form:\n\\[\nf(x) = a_1 \\cdot x + a_2 \\qquad \\text{where } a_1 > 0\n\\]\nMore generally, let $(X, \\le_X)$ and $(Y, \\le_Y)$ be vector spaces with preorder operators $\\le_X$ and $\\le_Y$ resp.\nLet $f \\;:\\; X \\mapsto Y$ be a function from $X$ to $Y$. The function $f$ is a positve linear operator if:\n\nIt preserves positive-ness, i.e., positive elements in $X$ are all mapped to positive elements in $Y$.\nIt preserves the preordering (homomorphic?), i.e., if $x_1 \\le_X x_2$, then $f(x_1) \\le_Y f(x_2)$.\n\nFormally, $f$ is a positive linear operator if\n\\[\n\\begin{align*}\n\t\\forall \\; x_1,\\, x_2 \\in X, &\\text{ where } 0 \\le_X x_1, x_2 \\; : & \\\\\n\t\\\\\n\t&0 \\le_Y f(x_1) \\text{ and } 0 \\le_Y f(x_2) &\\text{(1.) preserves positive-ness} \\\\\n\t&f(x_1) \\le_Y f(x_2) &\\text{(2.) preserves the preordering}\n\\end{align*}\n\\]\nFor example, consider a simple zero-sum game where agents $A$ and $B$ have utility functions\n\\[\n\\begin{align*}\n\tU_A\n\t&= p_w \\cdot r + (1 - p_w) \\cdot -r \\\\\n\t&= r \\cdot (2 \\cdot p_w - 1) \\\\\n\t&= 2 r \\cdot p_w - r \\\\\n\tU_B\n\t&= (1 - p_w) \\cdot r + p_w \\cdot -r \\\\\n\t&= p_l \\cdot r + (1 - p_l) \\cdot -r \\\\\n\t&= 2r \\cdot p_l - r\n\\end{align*}\n\\]\nwhere $p_w$ is the probability agent $A$ wins and $p_l$ is just the probability agent $A$ loses and agent $B$ wins.\nNotice that these simple utility functions are both positive linear transformations of each agent's win probability $p_w$ and $p_l$ resp. This property makes them both equivalent to using the normalized score (i.e., win probability) in an expectimax search.\n","id":"https://phlip9.com/notes/AI ML/Expectimax Search/","title":"Expectimax Search"},"https://phlip9.com/notes/AI ML/Markov Decision Process (MDP)/":{"body":"markov decision process (MDP)\n\n\\[\n\\renewcommand{\\Pr}[1]{\\text{Pr}\\left[ #1 \\right]}\n\\renewcommand{\\E}[1]{\\mathbb{E}\\left[ #1 \\right]}\n\\renewcommand{\\argmax}{\\text{argmax}}\n\\]\nOverview\n \n #\n \n\n\nA Markov Decision Process (MDP) is a 4-tuple, $(S, A, P_a, R_a)$, where:\n\n$S$ is the State space\n$A$ is the Action space (or $A = \\set{ A_s \\;|\\; s \\in S}$, where $A_s$ are the actions available at state $s$)\n$P(s', s, a) = \\Pr{s' \\;|\\; s, a}$ is the transition probability from states $s$ to $s'$ given the agent took action $a$.\n\nThe transition probabilities must be Markovian (i.e., \"memoryless\"); they must not depend on prior states (other than the most recent).\nRecall that we can always engineer \"memorylessness\" into a process by just redefining each new process state as the complete history of states to the given state, though this is often prohibitively expensive.\n\n\n$R(s, s', a)$ is the immediate (or expected immediate) reward when going from states $s$ to $s'$ using action $a$.\n\nWe also have policy functions $\\pi : S \\mapsto A$ which take a state and output which action to take at that state.\nIf we fix a policy function $\\pi$ for a given MDP, we actually get a standard markov chain (since there's no more pesky non-linear max in there). This markov chain has state transition probabilities\n\\[\n\\Pr{s_{t+1} = s' \\;|\\; s_t = s} = P(s', s, \\pi(s))\n\\]\nOur objective for an MDP is to find an optimal policy $\\pi^*$ that maximizes the expected (discounted) sum of rewards\n\\[\n\\E{\\sum_{t=0}^\\infty \\gamma^t \\cdot R(s_t,\\, s_{t+1},\\, \\pi^*(s_t))}\n\\]\nwhere $0 \\le \\gamma \\le 1$ is a discounting factor.\nThe hyperparameter $\\gamma$ is a quantity we control. It reflects how much we value short-term rewards over long-term rewards. $\\gamma$ values closer to zero are miopic (prioritize short-term rewards). $\\gamma$ values closer to one produce more optimal policies, but may prevent our learning algorithm from converging within a reasonable time.\nSimulator models\n \n #\n \n\n\nLearning the optimal policy $\\pi^*$ means first choosing an algorithm appropriate for our process. Different algorithms require different assumptions about the process and require varying levels of simulator model fidelity.\nHere are three popular algorithms in decreasing order of required simulator model fidelity:\n\nDynamic Programming (e.g. Value Iteration): requires an explicit model of the MDP. This explicit model contains the complete transition probability function and reward function. For certain games, the transition and reward functions could be discrete and infinitely large, ruling out this approach.\nMCTS (Monte Carlo Tree Search): requires a generative model, which means you can generate samples of the next state and reward given a prior state and action. If you can efficiently simulate a single turn of your game without knowing the complete dynamics, MCTS may be an option.\nReinforcement Learning (RL): only requires an episodic simulator. In this case, all we need are samples of full episodes (e.g. full game rollouts like $[(s_0, a_0, r_0),\\; (s_1, a_1, r_1,\\; \\ldots,\\; (s_k, a_k, r_k))]$). For instance, AlphaStar (which uses RL) trains on full Starcraft replays as opposed to extracting the core game logic to simulate single game ticks in isolation.\n\nAlgorithms\n \n #\n \n\n\nPreliminaries\n \n #\n \n\n\nBefore we dive into the algorithms, let's first take a look at some different ways we can express the value of states and q-states under the optimal policy $\\pi^*$:\n\\[\n\\begin{align*}\n\tQ^*(s, a)\n\t&= \\sum_{s'} P(s', s, a) \\cdot (R(s', s, a) + \\gamma \\cdot V^*(s')) & \\text{(1.)} \\\\\n\t&= \\sum_{s'} P(s', s, a) \\cdot (R(s', s, a) + \\gamma \\cdot \\max_{a' \\in A_{s'}} Q^*(s', a')) & \\text{(2.)} \\\\\n\t\\\\\n\tV^*(s)\n\t&= \\max_{a \\in A_s} Q^*(s, a) \\\\\n\t&= \\max_a \\sum_{s'} P(s', s, a) \\cdot (R(s', s, a) + \\gamma \\cdot V^*(s')) & \\text{(3.)} \\\\\n\t\\\\\n\tV^\\pi(s)\n\t&= Q^\\pi(s, \\pi(s)) \\\\\n\t&= \\sum_{s'} P(s', s, \\pi(s)) \\cdot (R(s', s, \\pi(s)) + \\gamma \\cdot V^*(s')) & \\text{(4.)} \\\\\n\t\\\\\n\t\\pi(s)\n\t&= \\underset{a \\in A_s}{\\argmax} \\; Q^\\pi(s, a) & \\text{(5.)} \\\\\n\\end{align*}\n\\]\n\nThis is the standard Q-state value formulation under the optimal policy (also called a Q-value).\nThe Q-values expressed only in terms of other Q-values. Used in Q-value iteration.\nThe state value under the optimal policy expressed in terms of other state values. Used in value iteration.\nThe state value given an explicit policy. Used in policy iteration.\nThe policy update equation. For each state, look at all the actions, evaluate them based on the previous policy, then set the new policy action to the best action. Used in policy iteration.\n\nDynamic Programming\n \n #\n \n\n\nValue Iteration\n \n #\n \n\n\nValue iteration (as the name implies) iteratively improves our estimate of the optimal state values $V^*$ until convergence.\nWe start with an initial estimate $V_0$ of all the state values. We then iterate from $k = 0, 1, 2, \\ldots$, updating our next estimate of the state values $V_{k+1}$ from the current estimate $V_k$. For each iteration, we loop through all the possible states $s \\in S$ and update $V_{k+1}(s)$ like so\n\\[\nV_{k+1}(s) \\gets \\max_a \\sum_{s'} P(s', s, a) \\cdot (R(s', s, a) + \\gamma \\cdot V_k(s'))\n\\]\nNotice that we're not learning an explicit policy function $\\pi$ here. Instead, the policy is implicit in the $\\max$. If we want to recover an explicit policy function for our current estimate, $\\pi_{k+1}(s)$, we simply look at all actions $a$ from state $s$ and choose the one with the greatest expected reward\n\\[\n\\pi_{k+1}(s) = \\underset{a}{\\argmax} \\sum_{s'} P(s', s, a) \\cdot (R(s', s, a) + \\gamma \\cdot V_k(s'))\n\\]\nThere are some proofs that this converges, so long as certain properties are true. For our purposes, we just care about the required properties:\n\nIf the game is finite, then value iteration always converges regardless of $\\gamma$.\nIf the game is infinite but has absorbing states that are reached w.p. 1 as $k \\rightarrow \\infty$ then value iteration converges regardless of $\\gamma$.\nOtherwise, for an infinite game, without absorbing states, we need a discounting value $0 \\le \\gamma < 1$ and a bounded maximum state transition reward $R_\\text{max}$. You can see that with $\\gamma < 1$ and a bounded reward, the maximum possible reward sum is bounded by\n\n\\[\nR(s_1, s_0, a) + \\gamma \\cdot R(s_2, s_1, a) + \\gamma^2 \\cdot R(s_3, s_2, a) + \\cdots \\le \\sum_{t = 0}^\\infty \\gamma^t \\cdot R_\\text{max} = \\frac{1}{1 - \\gamma} \\cdot R_\\text{max}\n\\]\nQ-value Iteration\n \n #\n \n\n\nWe can also do value iteration, but store Q-values instead of state-values. For some games, the space of Q-states $(s, a)$ (action $a$ applied to state $s$) might be significantly smaller than the original state space.\nIn these cases, we use Q-value Iteration over Value Iteration. The Q-value Iteration update equation looks nearly identical, except we just swap the order of the mean and max\n\\[\nQ_{k+1}(s, a) = \\sum_{s'} P(s', s, a) \\cdot (R(s', s, a) + \\gamma \\cdot \\max_{a'} Q_{k}(s', a')\n\\]\nFinally, our recovered policy\n\\[\n\\pi_{k+1}(s) = \\underset{a}{\\argmax} \\; Q_{k}(s, a)\n\\]\n","id":"https://phlip9.com/notes/AI ML/Markov Decision Process (MDP)/","title":"Markov Decision Process (MDP)"},"https://phlip9.com/notes/WSL/":{"body":"","id":"https://phlip9.com/notes/WSL/","title":"WSL"},"https://phlip9.com/notes/WSL/WSL2 custom kernel/":{"body":"WSL2 custom kernel\n\nWhy\n \n #\n \n\n\nI want to run perf inside WSL. My current WSL2 kernel doesn't appear to support hardware performance counters. The HEAD WSL2 kernel supports hardware performance counters (apparently). So I will compile the HEAD kernel and use that.\nHow\n \n #\n \n\n\nBefore\n$ uname -a\nLinux phlipdesk 5.10.60.1-microsoft-standard-WSL2 #1 SMP Wed Aug 25 23:20:18 UTC 2021 x86_64 x86_64 x86_64 GNU/Linux\n\nInstall deps, clone kernel, build\n$ sudo apt install build-essential flex bison dwarves libssl-dev libelf-dev\n$ git clone git@github.com:microsoft/WSL2-Linux-Kernel.git\n$ cd WSL2-Linux-Kernel\n$ make -j12 KCONFIG_CONFIG=Microsoft/config-wsl\n\nCopy built kernel\n$ cp ./arch/x86/boot/bzImage /mnt/c/Users/phlip9/linux-kernel-wsl-5.10.93.2-bzImage\n\nAdd this line to C:\\Users\\phlip9\\.wslconfig\n# Settings apply across all Linux distros running on WSL 2\n[wsl2]\n\n# ..\n\n# Point us to a custom kernel image so `perf` works : )\nkernel=C:\\\\Users\\\\phlip9\\\\linux-kernel-wsl-5.10.93.2-bzImage\n\nRestart WSL (in Powershell)\nPS > wsl --shutdown\n\nConfirm that we're running the new kernel : )\n$ uname -a\nLinux phlipdesk 5.10.93.2-microsoft-standard-WSL2+ #1 SMP Mon Feb 7 20:04:04 PST 2022 x86_64 x86_64 x86_64 GNU/Linux\n\nHmm not seeing any change in the performance events...\n$ dmesg | grep -i perf\n[ 0.043340] Performance Events: unsupported p6 CPU model 158 no PMU driver, software events only.\n\nTo get perf counters showing, I needed to install WSL from the Microsoft Store, which apparently gets updates faster?\nMeta Key > Microsoft Store > Search \"windows subsystem for linux\" > Get\nConfirm working inside WSL\n$ dmesg | grep -i perf\n[ 0.272452] Performance Events: Skylake events, 32-deep LBR, full-width counters, Intel PMU driver.\n\nperf\n \n #\n \n\n\nNote: you need to build perf against the exact kernel version you're on.\nBuild perf\n$ sudo apt install libdw-dev libunwind-dev asciidoc\n$ cd WSL2-Linux-Kernel/tools/perf\n$ make -j12\n$ cp ./perf ~/.local/bin\n$ make install-man\n\nTo run perf we need to tell the kernel to stfu and not be paranoid\n$ sudo -- bash -c \"echo -1 > /proc/sys/kernel/perf_event_paranoid\"\n\nRelevant options\n$ perf record --help\n\n\t-F, --freq=\n\t Profile at this frequency (samples/sec)\n\n\t-g\n\t\tEnables call-graph recording\n\n\t--call-graph\n\t\tSetup and enable call-graph recording (implies -g)\n\n$ perf script --help\n\n\t-F, --fields\n\t\tcomma separated list of fields to print\n\n\t--no-inline\n\t\tIgnore inlined functions in call stacks\n\nInstall rustfilt for Rust symbol demangling\n$ RUSTFLAGS=\"-C target-cpu=native\" c install rustfilt\n\nRecord profile\n$ perf record --call-graph dwarf --freq=1000 program options\n\nConvert to text format and demangle\n$ perf script -F +pid | rustfilt > perf.data.perf\n\nOpen in (https://profiler.firefox.com/) or (https://www.speedscope.app/). More details: profiling.\n","id":"https://phlip9.com/notes/WSL/WSL2 custom kernel/","title":"WSL2 custom kernel"},"https://phlip9.com/notes/__pub/":{"body":"","id":"https://phlip9.com/notes/__pub/","title":"__pub"},"https://phlip9.com/notes/android/":{"body":"","id":"https://phlip9.com/notes/android/","title":"android"},"https://phlip9.com/notes/android/ADB over TCP inside WSL2/":{"body":"ADB over TCP inside WSL2\n\nProblem\n \n #\n \n\n\nThere are two problems with WSL2 that make connecting to an Android device over adb challenging. First, the network interface inside WSL2 is behind a NAT and not exposed to the LAN. This means we can't directly connect to any devices (like our phone) on the LAN. Second, any connected USB devices aren't visible inside WSL2.\nPossible Approaches\n \n #\n \n\n\n\n\n(Chosen) Create a socat tunnel inside Windows pointing at the phone.\n\n\nChange the WSL2 virtual network from NAT to Bridge mode (looks sketchy)\nhttps://develmonk.com/2021/06/05/easiest-wsl2-bridge-network-without-hyper-v-virtual-network-manager/\n\n\nHack some stuff to make USB devices forward to WSL2? (looks sketchy)\nhttps://devblogs.microsoft.com/commandline/connecting-usb-devices-to-wsl/\n\n\nOverview\n \n #\n \n\n\nSince we can't connect directly from WSL2 to our device, we're going to set up a TCP tunnel running on the Windows side, pointing to the device. We'll then run all our adb operations over this tunnel.\nProcess\n \n #\n \n\n\n\n\nInstall socat inside MSYS2 in Windows.\nmsys$ pacman -S socat\n\n\n\nOn the Android device, enable \"Wireless debugging\" inside the Developer options.\n\n\nIn the \"Wireless debugging\" menu, hit \"Pair device with pairing code\". This will generate a random code and bind the phone adb daemon to a random port. This port is only used temporarily for the pairing process.\n\n\nInside MSYS2, setup a temporary tunnel pointing to the device IP and port for the WSL2 adb to pair on.\nmsys$ socat tcp4-listen:2205,reuseaddr,fork,nodelay tcp4-connect:192.168.2.242:43148,nodelay\n\n\n\nInside WSL2, pair with the android device over our temporary socat tunnel.\nwsl2$ ifconfig\neth0: flags=4163<UP,BROADCAST,RUNNING,MULTICAST> mtu 1500\n inet 172.19.160.252 netmask 255.255.240.0 broadcast 172.19.175.255\n\nwsl2$ adb pair 172.19.160.1:2205\n\n\n\nClose the temporary socat tunnel.\n\n\nNote the long-term wireless debugging port, in this case 38654.\n\n\nInside MSYS2, setup a new tunnel pointing at the device IP and long-term port. Keep in mind that we'll always need this tunnel running whenever we want to use adb inside WSL2.\nmsys$ socat tcp4-listen:2205,reuseaddr,fork,nodelay tcp4-connect:192.168.2.242:38654,nodelay\n\n\n\nInside WSL2, connect to the android device over our tunnel.\nwsl2$ adb connect 172.19.160.1.:2205\n\n\n\nMake sure it works.\nwsl2$ adb shell\nwalleye:/ $\n\n\n\n","id":"https://phlip9.com/notes/android/ADB over TCP inside WSL2/","title":"ADB over TCP inside WSL2"},"https://phlip9.com/notes/android/OTA updates for rooted android phone/":{"body":"OTA updates for rooted android phone\n\nEDIT(2022-04-06): clearly needs updating b/c it didn't work...\nMake sure automatic OTA updates are set OFF in the developer settings. We need to do the right steps in order to update successfully.\nWhen you finally get an OTA update, make sure you don't run it yet. Instead:\n\nMake sure Magisk is up-to-date. That means update the (1) App and (2) Magisk install. To update the Magisk install, open the updated app and hit Update next to \"Magisk\". Of the available install methods, choose Direct Install, wait for it to complete, then hit the Reboot button.\nNext, we want to temporarily uninstall Magisk. In Magisk Manager, hit the red \"Uninstall Magisk\" button. There are two options, Complete Uninstall and something called \"Restore Images\". Choose the restore images one.\nPlug in your device and actually run the OTA update. DO NOT REBOOT YET.\nGo back into Magisk Manager and hit Install > Install to inactive slot. It should automatically detect the updated images in the inactive slot and patch magisk into it.\nFinally, reboot the phone. You should now have a successfully updated phone that still has root and Magisk Manager in it.\n\nUnrooting?\n \n #\n \n\n\nDownload latest OTA update image: https://developers.google.com/android/ota#barbet\nReboot into recovery + sideload\n$ adb reboot sideload\n\nSideload OTA update\n$ adb sideload ota.zip\n\nSelect Reboot\n","id":"https://phlip9.com/notes/android/OTA updates for rooted android phone/","title":"OTA updates for rooted android phone"},"https://phlip9.com/notes/android/android cli setup/":{"body":"android cli setup\n\ninstall java (via sdkman)\n \n #\n \n\n\n\nwhen you run sdk list java, there's a bunch of different options; I just installed whatever https://whichjdk.com/ recommended (11.0.17-tem) and it seems to work.\n\n# ensure `.bashrc` contains these lines:\n#\n# ```\n# export SDKMAN_DIR=\"$HOME/.local/sdkman\"\n#\n# [[ -s \"$SDKMAN_DIR/bin/sdkman-init.sh\" ]] \\\n# \t&& source \"$SDKMAN_DIR/bin/sdkman-init.sh\"\n# ```\n\n# download the sdkman install script\n$ cd ~/.local/\n$ curl --proto '=https' --tlsv1.3 -sSf \"https://get.sdkman.io?rcupdate=false\" > sdkman-install.sh\n$ sha256sum sdkman-install.sh\n419762944a301418a6c68021c5c864f54a3ce3e013571bd38da448439695f582\n\n# install sdkman\n$ chmod a+x ./sdkman-install.sh\n$ ./sdkman-install.sh\n$ rm sdkman-install.sh\n\n# reload $PATH\n$ source ~/.bashrc\n\n# install JDK\n$ sdk list java\n$ sdk install java 11.0.17-tem\n\n# sanity check\n$ which javac\n/home/phlip9/.local/sdkman/candidates/java/current/bin/javac\n$ javac --version\njavac 11.0.17\n\ninstall android cmdline-tools\n \n #\n \n\n\n\nDownload the command-line tools only package: https://developer.android.com/studio#command-line-tools-only\n\n$ cd ~/.local/\n\n# (linux) download\n$ wget https://dl.google.com/android/repository/commandlinetools-linux-9123335_latest.zip -O commandlinetools.zip\n$ sha256sum commandlinetools.zip\n0bebf59339eaa534f4217f8aa0972d14dc49e7207be225511073c661ae01da0a\n\n# (macOS) download\n$ wget https://dl.google.com/android/repository/commandlinetools-mac-9123335_latest.zip -O commandlinetools.zip\n$ sha256sum commandlinetools.zip\nd0192807f7e1cd4a001d13bb1e5904fc287b691211648877258aa44d1fa88275\n\n# see zip file structure\n$ unzip -l commandlinetools.zip\ncmdline-tools/bin/...\ncmdline-tools/lib/...\ncmdline-tools/...\n\n# install into ~/.local/android/cmdline-tools/latest\n$ mkdir -p android/cmdline-tools/latest\n$ unzip commandlinetools.zip -d android/cmdline-tools/latest\n$ mv android/cmdline-tools/latest/cmdline-tools/* android/cmdline-tools/latest/\n$ rmdir android/cmdline-tools/latest/cmdline-tools\n$ rm commandlinetools.zip\n\n# ensure .bashrc contains these lines:\n#\n# ```\n# # Android\n# export ANDROID_HOME=$HOME/.local/android\n# ANDROID_SDK_VERSION=33.0.1\n# ANDROID_PATH=$ANDROID_HOME/cmdline-tools/latest/bin\n# ANDROID_PATH=$ANDROID_PATH:$ANDROID_HOME/build-tools/$ANDROID_SDK_VERSION\n# ANDROID_PATH=$ANDROID_PATH:$ANDROID_HOME/platform-tools\n#\n# export PATH=$PATH:$ANDROID_PATH\n# ```\n\n# sanity check\n$ which sdkmanager\n/home/phlip9/.local/android/cmdline-tools/latest/bin/sdkmanager\n$ sdkmanager --version\n8.0\n\ninstall android SDK via sdkmanager\n \n #\n \n\n\n# let's blindly accept all licenses : )\n$ yes | sdkmanager --licenses\n\n# check out the available SDK packages\n$ sdkmanager --list\nadd-ons;addon-google_apis-google-24\nbuild-tools;33.0.1\ncmake;3.22.1\ncmdline-tools;latest\nemulator\nextras;android;m2repository\nextras;google;auto\nextras;google;google_play_services\nextras;google;instantapps\nextras;google;m2repository\nextras;google;market_apk_expansion\nextras;google;market_licensing\nextras;google;simulators\nextras;google;webdriver\nextras;m2repository;com;android;support;constraint;constraint-layout-solver;1.0.0\nextras;m2repository;com;android;support;constraint;constraint-layout-extras;m2repository;com;android;support;constraint;constraint-layout-solver;1.0.2\nextras;m2repository;com;android;support;constraint;constraint-layout;1.0.2\nndk-bundle\nndk;25.1.8937393\npatcher;v4\nplatform-tools\nplatforms;android-33\nplatforms;android-TiramisuPrivacySandbox\nskiaparser;3\nsources;android-33\nsystem-images;android-33;google_apis;arm64-v8a\nsystem-images;android-33;google_apis;x86_64\nsystem-images;android-33;google_apis_playstore;arm64-v8a\nsystem-images;android-33;google_apis_playstore;x86_64\nsystem-images;android-TiramisuPrivacySandbox;google_apis_playstore;arm64-v8a\nsystem-images;android-TiramisuPrivacySandbox;google_apis_playstore;x86_64\n\n# .. this goes on for a while\n\n# install these. probably use the most recent versions?\n$ sdkmanager --install \\\n\t\"build-tools;33.0.1\" \\\n\t\"platform-tools\" \\\n\t\"platforms;android-33\" \\\n\t\"sources;android-33\" \\\n\t\"ndk;25.1.8937393\"\n\n# sanity check\n$ adb version\nAndroid Debug Bridge version 1.0.41\nVersion 33.0.3-8952118\nInstalled as /home/phlip9/.local/android/platform-tools/adb\n\n(optional) setup wireless debugging on device\n \n #\n \n\n\nConnecting to your device via USB sucks. Here's how to develop for any local wifi-connected Android device.\n\nDevice > Settings > Developer options > Wireless debugging > enable\nDevice > Settings > Developer options > Wireless debugging (tap on the text, not the toggle button) > Pair device with pairing code\n\nThe device will then generate a pairing code and bind to a temporary port just for pairing. You should see a modal window pop up with the pairing info:\n\n\n\nWi-Fi pairing code\n772405\n\nIP address & Port\n10.69.69.129:37269\n\n\nHost > run adb pair to pair with the device:\n\n$ adb pair 10.69.69.129:37269 772405\n\nYou should see the host user@hostname under the \"Paired Devices\" section.\n\nHost > connect to the device:\n\nTo connect use the fixed device adb port:\n$ adb connect phlipphone.lan:42835\nconnected to phlipphone.lan:42835\n\n\nVerify the device is actually attached:\n\n$ adb devices\nList of devices attached\nphlipphone.lan:42835 device\n\n","id":"https://phlip9.com/notes/android/android cli setup/","title":"android cli setup"},"https://phlip9.com/notes/android/building signal-android in WSL2/":{"body":"building signal-android in WSL2\n\nBe warned, these instructions are more devlog, less polished tutorial.\nBuild\n \n #\n \n\n\n\n\nswtich from non-existant motherboard-connected TPM to integrated Intel CPU TPM\n+ restart > BIOS > Advanced\\PCH > TPM -> Firmware TPM\n\n\nWindows PC Health Check says machine meets all requirements, but windows update incorrectly refuses to upgrade\n+ Manually run Windows11 Installation Assistant (https://www.microsoft.com/software-download/windows11)\n\n\nWindows11 Installation Assistant errors with cryptic error code 0x8007007f\n+ Need to explicitly run as administrator\n\n\nUpdate Nvidia GeForce drivers to 510 (https://developer.nvidia.com/cuda/wsl)\n\n\nUpdate wsl\n# In Powershell/cmd (run as admin)\n$ wsl --update\n$ wsl --shutdown\n\n\n\ntest GUI apps (in WSL)\n$ sudo apt-get install x11-apps\n$ xcalc\n\nThis should run an x11 calculator GUI app in windows.\n\n\nInstall android sdks (https://developer.android.com/studio)\n+ Download android studio and extract into ~/android-studio.\nProbably copy these snippets that I have in my ~/.bashrc\n# file: ~/.bashrc\n\n# ..\n\n# Java SDKMAN\nexport SDKMAN_DIR=\"$HOME/.sdkman\"\n\n# Android\nexport ANDROID_SDK_ROOT=$HOME/android\nANDROID_STUDIO=$HOME/android-studio\nANDROID_SDK_VERSION=31.0.0\nANDROID_PATH=$ANDROID_SDK_ROOT/cmdline-tools/latest/bin\nANDROID_PATH=$ANDROID_PATH:$ANDROID_SDK_ROOT/build-tools/$ANDROID_SDK_VERSION\nANDROID_PATH=$ANDROID_PATH:$ANDROID_SDK_ROOT/tools\nANDROID_PATH=$ANDROID_PATH:$ANDROID_SDK_ROOT/tools/bin\nANDROID_PATH=$ANDROID_PATH:$ANDROID_SDK_ROOT/platform-tools\n\n# ..\n\n# PATH\nexport PATH=$PATH:$ANDROID_PATH\n\n# ..\n\n# Java SDKMAN\n[[ -s \"$HOME/.sdkman/bin/sdkman-init.sh\" ]] && source \"$HOME/.sdkman/bin/sdkman-init.sh\"\n\n\n\nInstall some missing x11 lib needed to run android studio.\n$ sudo apt-get install libxtst6\n\n\n\nInstall JDK 1.8 (version required by Signal) and JDK 11 (version required by gradle)\n$ curl --proto '=https' --tlsv1.2 -sSf \"https://get.sdkman.io?rcupdate=false\" | bash\n$ source ~/.bashrc\n$ sdk install java 8.0.302-open\n$ sdk install java 11.0.12-open\n\n\n\nOpen android studio\n$ ~/android-studio/bin/studio.sh\n\nEnsure you choose the newly installed JDK1.8 when following initial setup.\nDownload generic SDK, SDK v31, and device emulator into $HOME/android directory. My bashrc should already have $PATHs setup for this.\n\n\nUpdate android studio plugins. Try building a sample app (I chose Sunflower)\n\n\nInstall additional SDK libs\n$ sdkmanager --sdk_root=\"${ANDROID_HOME}\" --update\n$ sdkmanager --sdk_root=\"${ANDROID_HOME}\" --install \\\n\t\"cmdline-tools;latest\" \\\n\t\"extras;google;m2repository\" \\\n\t\"extras;android;m2repository\" \\\n\t\"extras;google;google_play_services\"\n\n\n\nTry building Signal-Android\n$ git clone ..\n$ cd Signal-Android\n$ ./gradlew clean assemblePlayProdRelease\n\n$ cd app/build/outputs/apk/playProd/release/\n$ ls\nSignal-Android-play-prod-arm64-v8a-release-unsigned-5.27.13.apk Signal-Android-play-prod-x86-release-unsigned-5.27.13.apk\nSignal-Android-play-prod-armeabi-v7a-release-unsigned-5.27.13.apk Signal-Android-play-prod-x86_64-release-unsigned-5.27.13.apk\nSignal-Android-play-prod-universal-release-unsigned-5.27.13.apk output-metadata.json\n# Sign apk so we can install\n# Since I already built/installed a sample app, there's already debug\n# keys generated from android studio in `~/.android/debug.keystore`.\n# Note: the default password is \"android\"\n# EDIT: doesn't work $ jarsigner -verbose -keystore ~/.android/debug.keystore Signal-Android-play-prod-x86_64-release-unsigned-5.27.13.apk androiddebugkey\n$ apksigner sign \\\n\t--verbose \\\n\t--v4-signing-enabled \\\n\t--ks ~/.android/debug.keystore \\\n\t--ks-pass pass:android \\\n\t--in Signal-Android-play-prod-x86_64-release-unsigned-5.27.13.apk \\\n\t--out Signal-Android-play-prod-x86_64-release-signed-5.27.13.apk\n\n\n\nSetting up virtual device\n$ sudo adduser $USER kvm\n\n# in WSL2 need to do this every restart...\n$ sudo chgrp kvm /dev/kvm && sudo chmod g+rw /dev/kvm\n\n# verify\n$ ls -la /dev/kvm\ncrw------- 1 root kvm 10, 232 Dec 8 11:46 /dev/kvm\n\nIn the IDE AVD Manager, choose an image to download. IDK what is good lmao\n+If avdmanager list returns Exception .. NoClassDefFoundError .. XmlSchema\n+ Default platform-tools fail when run with java 11 but not java 8\n+ Works with the cmdline-tools/latest versions. Those are now set higher prio in my $PATH\nInstalling random missing dependencies\n$ sudo apt-get install libnss3 libxcomposite1\n\ncan verify kvm should work\n$ sudo apt-get install cpu-checker\n$ kvm-ok\nINFO: /dev/kvm exists\nKVM acceleration can be used\n\nTesting emulator on cli\n# Why does it fail when run outside of this directory?????\n$ cd ~/android/emulator\n$ ./emulator -avd Pixel_2_API_31\n\nHoly shit it actually worked lmao. It complains a bit about \"nested emulation\" not supported well.\nIt's not clear that this made any sort of difference?\n# file: /mnt/c/Users/phlip9/.wslconfig\n# Settings apply across all Linux distros running on WSL 2\n[wsl2]\n# Enable nested virtualization\n# I believe this will improve perf when running an Android emulator inside WSL2?\nnestedVirtualization=true\n\nReporting error connecting to adb daemon on some port 5XXX. Dunno if this is important or not.\nSuccessfully ran \"Sunflower\" sample app on emulator!! :D\n\n\nTesting Signal-Android on emulator\nCheck that device is visible from adb and we can connect\n$ adb devices\nList of devices attached\nemulator-5554\tdevice\n\n$ adb -s emulator-5554 shell\nemulator64_x86_64_arm64:/ $ uname -a\nLinux localhost 5.10.43-android12-9-00031-g02d62d5cece1-ab7792588 #1 SMP PREEMPT Mon Oct 4 21:48:11 UTC 2021 x86_64\n\n$ adb -s emulator-5554 install -r Signal-Android-play-prod-x86_64-release-signed-5.27.13.apk\n\nRun the Signal app\nIt works!! Need working phone SIM I think to get past setup screen...\n\n\nSetup google voice (https://voice.google.com) number and use it to get past setup screen\n\n\nAndroid Studio / IDEA setup for Signal Android\n$ cd Signal-Android\n# generates .idea project files\n$ ./gradlew idea\n\nThen start Android Studio and open ~/dev/Signal-Android project directory.\nHit > Load Gradle Project and then > Trust Project\nGradle will complain about some partially supported distributionSha256Sum option in gradle-wrapper.properties. Tell it to STFU and keep going (first option).\nEverything should finish first build successfully.\n\n\nUnderstanding Signal build variants\nIn the base build.gradle you can see they define a bunch of different build variants, which end up generating a billion different gradle tasks and really complicating my life.\nTLDR; target PlayStagingDebug\nAFAICT, there's effectively { Play, Website, Nightly, Study } x { Prod, Staging } x { Debug, Release, Flipper, Perf, Mock } targets +/- some cases.\nFor developing, I think we want Debug, which uses the debug.keystore for signing (vs actual keys for pushing to Play store).\nI'm not sure what Study is, maybe a mock UI or something. Probably target Play or Website.\nIt looks like Flipper refers to https://fbflipper.com/ which is some nice app UI/UX debug/development thing. IDK how to use it yet tho.\nDuring development, we probably target Staging so don't accidentally fuck up Signal's prod services. You can also see the MobileCoin config switches to testnet on Staging vs Prod. Need to see if hitting Staging works with a real phone #.\nBuilding PlayStagingDebug and then installing onto device/emulator:\nIn CLI:\n./gradlew installPlayStagingDebug\n\nIn IDE:\n(gradle tasks must be synced) Gradle Tab > Signal > Tasks > install > installPlayStagingDebug\n\n\nUnderstanding Android x Gradle\n\nWhen you make changes to any build.gradle or w/e you need to re-sync Gradle in the IDE.\nI also enabled \"update Gradle tasks during sync option\"\nDefault project structure:\n\n\nSignal-Android/app/src/test: local unit tests. these are actually run on your local machine and must have no dependency on the Android framework (or only mocks).\nSignal-Android/app/src/androidTest: on-device instrumented tests. these tests must run on a device or emulator. they also have an app Context and access to the Instrumentation API for manipulating UIs etc...\nI'm having a lot of trouble building + deploying to the emulator via the IDE. Dunno if this is some local config/setup issue but for now going to try just doing all build+deploy from the cli.\nRun local unit tests\n$ ./gradlew testPlayStagingDebugUnitTest\n\nRun specific test (more filter rules: https://docs.gradle.org/current/userguide/java_testing.html#test_filtering)\n$ ./gradlew testPlayStagingDebugUnitTest --tests *.myTestMethod\n\nContinuously run tests (or any task)\n$ ./gradlew --continuous testPlayStagingDebugUnitTest\n\n\n\nActually running the unit tests\n$ ./gradlew testPlayStagingDebugUnitTest\n\nUnfortunately I got like 33 errors initially, claiming the following:\norg.thoughtcrime.securesms.database.model.GroupsV2UpdateMessageProducerTest > you_requested_to_join_the_group FAILED\n\n\t\tjava.lang.UnsatisfiedLinkError:\n\t\t\t/tmp/resource8597950725831998403.so: /lib/x86_64-linux-gnu/libm.so.6: version 'GLIBC_2.29' not found (required by /tmp/resource8597950725831998403.so)\n\nThis means the installed libc version is too outdated compared to the compiled library's requirements. In this case, I needed to update Ubuntu from a fairly old version (18.04) to the next LTS (20.04).\n# Confirm that we're on ubuntu 18.04 right now\n$ lsb_release -a\nNo LSB modules are available.\nDistributor ID: Ubuntu\nDescription: Ubuntu 18.04.6 LTS\nRelease: 18.04\nCodename: bionic\n\n# For some reason need to do this o/w upgrade silently aborts\n$ sudo apt purge snapd\n\n# Upgrade and clean up everything before upgrading\n$ sudo apt update\n$ sudo apt list --upgradable\n$ sudo apt upgrade\n$ sudo apt --purge autoremove\n\n# Begin the upgrade\n$ sudo apt install update-manager-core\n$ sudo do-release-upgrade\n\n# also needed to rebuild tmux after this????\n\nAfter finishing that, all local unit tests completed successfully :^)\n$ ./gradlew testPlayStagingDebugUnitTest\n# ..\nBUILD SUCCESSFUL in 2m 20s\n194 actionable tasks: 186 executed, 8 up-to-date\n\n\n\nDeploying to real device\nFirst setup ADB over TCP inside WSL2, then simply\n$ ./gradlew installPlayStagingDebug\n\n\n\nTODO\n \n #\n \n\n\n\n\nlook into \"Configure hardware acceleration for the Android Emulator\" (https://developer.android.com/studio/run/emulator-acceleration)\n\n","id":"https://phlip9.com/notes/android/building signal-android in WSL2/","title":"building signal-android in WSL2"},"https://phlip9.com/notes/android/linux ADB udev setup/":{"body":"linux ADB udev setup\n\nIf you connect the device over USB and adb doesn't see it, this may be necessary. Make sure you try a few different USB cables first before reaching for this step.\n$ git clone --depth=1 https://github.com/M0Rf30/android-udev-rules.git\n$ sudo cp -v 51-android.rules /etc/udev/rules.d/\n$ sudo cp -v android-udev.conf /usr/lib/sysusers.d/\n$ sudo systemd-sysusers\n$ sudo gpasswd -a phlip9 adbusers\n$ sudo udevadm control --reload-rules\n$ sudo systemctl restart systemd-udevd.service\n$ adb kill-server\n\n","id":"https://phlip9.com/notes/android/linux ADB udev setup/","title":"linux ADB udev setup"},"https://phlip9.com/notes/android/root phone with magisk/":{"body":"root phone with magisk\n\nWe'll be rooting our device with Magisk Manager by patching a stock boot.img and then reflashing that image onto the device. Once completed, we should have a fully rooted device that can install adblock, use f.lux, run busybox cli tools, and so on.\nNote: this assumes we've already unlocked our bootloader, since we need to flash a patched boot partition.\nCaveats\n \n #\n \n\n\nWe can't automatically install OTA updates, otherwise we'll lose root. To preserve root, follow OTA updates for rooted android phone.\nInstall\n \n #\n \n\n\n\n\n(Windows) Download the Google Windows USB driver and extract somewhere. Right click -> Install.\n\n\n(Windows) Follow the instructions https://developer.android.com/studio/run/oem-usb#InstallingDriver to install the driver software or upgrade it.\n\n\nDownload the basic sdk platform-tools and extract somewhere https://developer.android.com/studio/releases/platform-tools.\nMake sure we can see our device:\n$ adb devices\nList of devices attached\nFA7AL1A02016 device\n\n\n\n(Linux) If adb doesn't detect the device, try linux ADB udev setup.\n\n\nFind our device (Pixel 2 - walleye) and the factory image corresponding with our current build (RP1A.201005.004.A1, Dec 2020) here (https://developers.google.com/android/images#walleye). Download the zip file under \"Link\". The file's pretty big, but we really only need the boot.img (inside another inner zip lol). Put that somewhere.\n\n\nNow we need to push the boot.img onto our device so Magisk Manager can patch it.\n(Windows) For some weird reason this command fails when run inside Git bash shell, so we need to run it in good ol' CMD lmao.\n$ adb push images/pixel2-walleye-rp1a.201005.004.a1/boot.img /sdcard/Download\n\n\n\nBack on our device, open up Magisk Manager, hit Magisk -> Install -> Select and Patch a File, and choose our /sdcard/Download/boot.img. This step should patch the boot.img and produce a file like magisk_patched-23000_Oin7Q.img.\n\n\n(Pixel 5a - 2022/01/15) Didn't work the first time with stable Magisk; needed to install the latest canary from https://github.com/topjohnwu/magisk-files/blob/master/canary.json\n\n\nPull the patched boot.img off our device.\n$ adb pull /sdcard/Download/magisk_patched-23000_Oin7Q.img images/pixel2-walleye-rp1a.201005.004.a1/\n\n\n\nNow we want to flash our patched boot.img onto our phone. Reboot the phone into fastboot mode (Restart -> Hold Volume Down or adb reboot bootloader). fastboot should detect the device now:\n$ fastboot devices\nFA7AL1A02016 fastboot\n\nFinally, flash the patched boot.img.\n$ fastboot flash boot images/pixel2-walleye-rp1a.201005.004.a1/magisk_patched-23000_Oin7Q.img\nSending 'boot_b' (32768 KB) OKAY [ 0.733s]\nWriting 'boot_b' OKAY [ 0.533s]\nFinished. Total time: 1.396s\n\nRestart the phone normally. Opening Magisk Manager should now detect the device as fully rooted!\n\n\nPost-Install\n \n #\n \n\n\n\nMake sure automatic OTA updates are set OFF in the developer settings so it doesn't silently update and clobber our root.\nIn order for our device to run certain apps that disallow root, we'll need to pass Google SafetyNet. To see our current status, hit \"Check SafetyNet\" in Magisk Manager. By default, our device will probably fail to pass Attestation. Unfortunately, this is even trickier for more recent devices which will run attestations inside a secure enclave. I believe there are some more sophisticated work-arounds to circumvent this.\nTo pass SafetyNet, let's first enable \"MagiskHide\" in the settings.\nAlso enable \"Hide the Magisk app\" and give it a different name. I called it \"M A G I S K M A N A G E R\" lmao.\nUnfortunately, my phone still doesn't pass the ctsProfile check even after the above. I don't need to hide right now, so maybe figure this out later...\nAdBlocking: Install AdAway from F-Droid. Enable \"Systemless hosts\" in Magisk Manager and then Reboot. Inside AdAway, use the Root-based AdBlock and then Reboot again.\n\n","id":"https://phlip9.com/notes/android/root phone with magisk/","title":"root phone with magisk"},"https://phlip9.com/notes/b i g m o n e y l a w r e g u l a t i o n/":{"body":"","id":"https://phlip9.com/notes/b i g m o n e y l a w r e g u l a t i o n/","title":"b i g m o n e y l a w r e g u l a t i o n"},"https://phlip9.com/notes/b i g m o n e y l a w r e g u l a t i o n/financial instituion/":{"body":"financial instituion\n\nThe following are considered financial institutions by FinCEN\n\nBanks (except bank credit card systems)\nBrokers or dealers in securities\nmoney services business (MSB)\nTelegraph companies\nCasinos (with gross gaming revenue >$1M)\nCard club, gaming club, card room, gaming room, etc... (with gross gaming revenue >$1M)\nAnyone subject to supervision by any bank supervisory authority, whether state or federal\nFutures commision merchants\nIntroduction brokers in commodities\nMutual funds\n\nLinks\n \n #\n \n\n\n\nFinCEN - 31 CFR § 1010.100\n\n","id":"https://phlip9.com/notes/b i g m o n e y l a w r e g u l a t i o n/financial instituion/","title":"financial instituion"},"https://phlip9.com/notes/b i g m o n e y l a w r e g u l a t i o n/foreign bank account report (FBAR)/":{"body":"foreign bank account report (FBAR)\n\nThe FBAR is a form you must submit to the IRS for your calendar year tax returns if\n\nYou're a US person.\nDuring the calendar year you had a financial interest or signature authority over a non-US financial account with an aggregate maximum account value over $10,000.\n\nAn FBAR is a disclosure form. It doesn't affect the amount of tax you must pay.\nMy guess is that it's a tool used by FinCEN, who receives the data from the IRS, to track money laundering (AML) and sanctions violations (speculation).\nWho is a US \"person\"?\n \n #\n \n\n\nUS person\n \n #\n \n\n\n\na US citizen\na US resident\nan entity (read. corporation, partnership, or LLC) created or organized in the US\na trust or estate formed in the US\n\nWhat is \"financial interest\" in a financial account?\n \n #\n \n\n\nfinancial interest\n \n #\n \n\n\n\nYou are the owner of record or holder of legal title. This applies regardless of whether the account is maintained for your benefit or the benefit of another.\nYou also have financial interest in a financial account owned by either (1) an entity that you control >50% ownership or (2) a trust where you are a >50% beneficiary.\n\nWhat is a \"financial account\"?\n \n #\n \n\n\nfinancial account\n \n #\n \n\n\n\nA securities, brokerage, savings, checking, deposit, etc... account maintained at a financial instituion.\nA commodity futures or options account, an insurance policy with cash value (like life insurance), an annuity policy with a cash value, or shares in a mutual fund.\nA retirement savings account or other types of government retiree or pensioner programs.\n\nDo \"virtual currency\" accounts need to be reported?\n \n #\n \n\n\nTL;DR: No, but probably Yes soon.\nNo: (2019-06) The Tax Adviser - Virtual currency not FBAR reportable (at least for now)\nNo: (2020-02) FinCEN - Report of Foreign Bank and Financial Accounts (FBAR) Filing Requirement for Virtual Currency\n\nHowever, FinCEN intends to propose to amend the regulations implementing the Bank Secrecy Act (BSA) regarding reports of foreign financial accounts (FBAR) to include virtual currency as a type of reportable account under 31 CFR 1010.350.\n\nNo: (2022-01) RicheyMay - Virtual Currency FBAR Filings in 2022\n\nAt the time of this article, the current guidance does not reflect this change; however, there is no doubt FinCEN is attempting to amplify the reach of the FBAR requirements with the objective of finding fraud, money laundering, and other financial crimes the forms are intended to detect.\n\nWhat is \"signature authority\" over a financial account?\n \n #\n \n\n\nsignature authority\n \n #\n \n\n\n\nYou (alone or in conjuction with another) have authority to control the assets in an account by direct communication with the holding financial instituion that maintains the account.\n\nHow does one determine the aggregate maximum account value?\n \n #\n \n\n\naggregate maximum account value\n \n #\n \n\n\n\nDetermine the max currency held in the account during the year, called the \"high-water mark\".\nConvert the high-water mark currency value to USD if necessary.\nIf the USD high-water mark is >$10k, then you must file an FBAR.\n\nWhen is the FBAR due?\n \n #\n \n\n\nApril 15 for residents. June 15 for expats. Either can ask for a deadline extension to October 15.\nWhat is the penalty for failing to file?\n \n #\n \n\n\nWillful violations: $100k or 50% of the total balance of the foreign account. Non-willful violations: $10k per violation.\nWilfull violations may also face prison terms of up to 10 yr and criminal penalties up to $500k.\nWhat information is needed for the FBAR?\n \n #\n \n\n\nFor each foreign account, you need:\n\nthe account number\nthe name and address of the foreign financial instituion\nthe high-water mark account value in USD\n(if the account is jointly owned) the joint owner's identity\n(if the account is one you have signature authority) the account owner's identity\n\nReferences\n \n #\n \n\n\n\nhttps://ustax.bz/fyi-fbar-faq/\n\n","id":"https://phlip9.com/notes/b i g m o n e y l a w r e g u l a t i o n/foreign bank account report (FBAR)/","title":"foreign bank account report (FBAR)"},"https://phlip9.com/notes/b i g m o n e y l a w r e g u l a t i o n/monetary instruments/":{"body":"monetary instruments\n\nThese are instruments where an intermediate bearer or holder can yoink the cash money.\n\nCurrency\nTravelers checks in any form\nAll negotiable instruments\n\nPersonal checks, business checks, official bank checks, caashier's checks, third-party checks, promissory notes, and money orders.\nMust be in bearer form or endorsed without restriction or in such a form that title passes upon delivery.\n\n\nIncomplete instruments\n\nSame as (3.) but signed with the payee's name omitted.\n\n\nSecurities or stock in bearer form\n\n","id":"https://phlip9.com/notes/b i g m o n e y l a w r e g u l a t i o n/monetary instruments/","title":"monetary instruments"},"https://phlip9.com/notes/b i g m o n e y l a w r e g u l a t i o n/money services business (MSB)/":{"body":"money services business (MSB)\n\nMSBs are considered financial instituions. Businesses in the following areas are MSBs:\n\nCurrency dealer or exchanger\nCheck casher\nIssuer of traveler's checks, money orders, or stored value\nSeller or redeemer of traveler's checkes, money orders, or stored value\nProvider of prepaid access\nMoney transmitter\nU.S. Postal Service\n\nMy very likely inaccurate summary of this list: MSBs are (1) currency exchangers and (2) money transmission intermediaries who hold custodial, depository, or bearer privileges.\nCurrency dealer or exchanger\n \n #\n \n\n\nBusinesses that accept monetary instruments in exchange for monetary instruments.\nCheck casher\n \n #\n \n\n\nA person that accepts checks or other monetary instruments in exchange for currency or monetary instruments.\nMoney transmitter\n \n #\n \n\n\nA person that provides \"money transmission services\". These are services where a business accepts currency, funds, or other monetary instruments from one person and transmits the currency, funds, or other monetary instruments to another by any means.\n\"Any means\" includes, but is not limited to transmission through\n\na financial agency or financial instituion\na Federal Reserve bank\nan electric funds transfer network\nan informal value transfer system\nany other person who is a Money transmitter\n\nMoney transmitter exclusions\n \n #\n \n\n\nThere are specific cases where a business is not considered a Money transmitter, despite otherwise handling currency, funds, or other monetary instruments. These are businesses that only\n\nProvide delivery, communication, or network access services used to support money transmission services.\nAct as a payment processor through a clearance and settlement system by agreement with the creditor or seller.\nOperate a clearance and settlement system or otherwise acts as an intermediary soley between BSA regulated institutions. This includes, but is not limited to\n\nthe Fedwire system\nelectronic funds transfer networks\nregistered clearning agencies regulated by the SEC\nderivatives clearing orgs or clearing house arrangements\n\n\nPhysically transport currency, other monetary instruments, commercial paper, or other value that substitutes for currency as a person primarily engaged in such business, like an armored car. This transport is only between the same person from one physical location to another.\nProvides pre-paid access\nAccepts and transmits funds only integral to the sale of goods or services (other than monetary transmission services) by the person who is accepting and transmitting the funds.\n\nActivity Threshold\n \n #\n \n\n\nThere is an activity threshold under which a business is not an MSB. Engaging in one of the above activities in amounts greater than $1000 per person per day in any number of transactions, qualifies that business as an MSB.\nNote that each activity is considered separately, so you can simulataneously not be an MSB for cashing checks if you're under the threshold, but be an MSB for currency exchange if you're over the threshold.\nNo activity threshold applies to the definition of money transmitter. Thus, a person who engages as a business in the transfer of funds is an MSB as a money transmitter, regardless of the amount of money transmission activity.\nNot an MSB\n \n #\n \n\n\nThe following are not included as MSBs:\n\nBanks\nPersons or entities regulated by the SEC or CFTC\n\nLinks\n \n #\n \n\n\n\nFinCEN - Money Services Business Definition\nFinCEN - 31 CFR § 1010.100 - (ff) Money services business\n\n","id":"https://phlip9.com/notes/b i g m o n e y l a w r e g u l a t i o n/money services business (MSB)/","title":"money services business (MSB)"},"https://phlip9.com/notes/b l o c k c h a i n/":{"body":"","id":"https://phlip9.com/notes/b l o c k c h a i n/","title":"b l o c k c h a i n"},"https://phlip9.com/notes/b l o c k c h a i n/aptos/":{"body":"aptos\n\n\nGithub: https://github.com/aptos-labs/aptos-core\nPeople I know: Avery, David, Josh, Greg, Zekun, Rustie, Sherry, Max\n\nSummary\n \n #\n \n\n\nAptos = Permission-less Diem = Diem - DiemAssociation - PoA + PoS + on-chain governance contracts\n","id":"https://phlip9.com/notes/b l o c k c h a i n/aptos/","title":"aptos"},"https://phlip9.com/notes/b l o c k c h a i n/bip158 - compact block filters/":{"body":"bip158 - compact block filters\n\n\nbip: https://github.com/bitcoin/bips/blob/master/bip-0158.mediawiki\nblog: https://blog.trezor.io/bip158-compact-block-filters-9b813b07a878\nuses Golomb Coded Sets over Bloom Filters since they're more compact.\nfull nodes build a unique CBF per block. each filter commits to the set of UTXOs that block consumes.\nlight clients, rather than registering their personal UTXOs w/ a full node (bad for privacy), instead request the CBF for a block and check whether the block touches any of their UTXOs.\n\n","id":"https://phlip9.com/notes/b l o c k c h a i n/bip158 - compact block filters/","title":"bip158 - compact block filters"},"https://phlip9.com/notes/b l o c k c h a i n/btc utreexo - utxo accumulator/":{"body":"btc utreexo - utxo accumulator\n\n\npaper: https://eprint.iacr.org/2019/611.pdf\ngithub: https://github.com/mit-dci/utreexo\nrelated (2016 - delayed txo commitments): https://petertodd.org/2016/delayed-txo-commitments\ncurrent compressed UTXO set size ~4 GiB\nbtc full nodes would like to verify txns w/o storing full history + UTXO set (need to actually download more data though).\ninstead, build UTXO set accumulator and have transactors present inclusion proofs for their txn inputs in the UTXO set, so you (the full node) can verify the txn.\nutreexo: use a dynamic accumulator to commit to the current UTXO set.\nlog(n): forest of perfect merkle trees. log n trees, where n is # UTXOs\ndynamic: efficient batch removal\ndifferent than merkle accumulator we used for txn history in diem (a merkle mountain range (MMR)), which was append-only with efficient inclusion, non-inclusion, and batch update proofs but no removals (used jellyfish sparse merkle tree for that).\naccumulator isn't commited to in consensus / block header / block. have to sync the whole thing from scratch lol.\noptimizes for min. persisted space vs max. bandwidth usage.\nper Tadge's words: \"not a commitment\", though you can certainly (ab)use it as one.\nnew block producer (or bridge node) can add aggregated UTXO accumulator insert/remove ops to get utreexo nodes to verify block.\ntransactors (or the full node they use to propagate) need to store the partial UTXO set accumulator, containing their UTXOs, so they can produce inclusion proofs.\n\n","id":"https://phlip9.com/notes/b l o c k c h a i n/btc utreexo - utxo accumulator/","title":"btc utreexo - utxo accumulator"},"https://phlip9.com/notes/b l o c k c h a i n/fastpay/":{"body":"fastpay\n\n\n\nDate: 2020-11-03\n\n\nPaper: https://arxiv.org/pdf/2003.11506.pdf\n\n\nAuthors: Mathieu, George, and Alberto (prev. colleagues)\n\n\ncan be used standalone or as a sidechain (well, secondary system since FP is not a blockchain)\n\n\nwhen used as a secondary, assume there is some nice, consistent primary system (like a blockchain, probably distributed, but maybe slow).\n\n\nunlike standard blockchains which use BFT Consensus, FP uses BFT Consistent Broadcast which is faster and simpler to implement (but obv. doesn't provide the full range of benefits as BFT Consensus).\n\n\nstate\n \n #\n \n\n\nauthorities\n \n #\n \n\n\n\nname\nkeys\ncomittee information\naccounts information\nlast primary tx index. See: user funding FP account.\n\nFor tailing funding txns on the primary system FP smart contract.\n\n\n\naccounts\n \n #\n \n\n\n\nverification key\nbalance\nsequence number\nlast transfer order\nlist of certificates and synchronization orders\n\nclients\n \n #\n \n\n\nClients need some persistent state:\n\naccount address\nsecret key\ncomittee information\nlast sequence number\nlast signed transfer order\n\npayment flow\n \n #\n \n\n\nThree entities:\n\nSender\nReceiver\nComittee\n\nFlow:\n\nSender -> broadcast -> Committee: signed transfer order to Receiver\nCommittee: verify statement (balance exists, sig checks, seqnum checks, etc...)\nEach Committee Member -> respond -> Sender: counter-signed transfer order certificate\nSender: now have at least 2f+1 signed transfer order certificates.\nAt least one of:\n\nSender -> broadcast -> Committee: aggregate STO certificate\nSender -> Receiver -> broadcast -> Committee: aggregate STO certificates\n\n\nCommittee: observe and verify aggregate STO certificate, update account balances, increment sender seqnum, etc...\n\nsharding\n \n #\n \n\n\n\nThe last update-account step, (6.), can be implemented in a sharded way for horizontal scalability.\nA single FastPay committee member can shard its user accounts across multiple machines (all in the same trust boundary).\n(1.) Sender connects to shard responsible for their account (how?)\n(6.) When Receiver account lives on a separate shard, we need a single cross-shard txn that just says payment is finalized and Receiver needs balance increased.\n\ninterfacing with primary system\n \n #\n \n\n\n\nWhen we're in the primary/secondary system model, Committee runs a smart contract on the primary system for users:\n\nto get money into/out of the FP secondary\nobtain recent Committee info (pubkeys, network addrs)\nread total funds in system\nread last primary tx index (?)\nread redeem log (?)\n\n\n\nuser funding FP account (primary -> secondary)\n \n #\n \n\n\n\nUser sends funding txn to FP Smart Contract on primary system (totally ordered).\nCommittee members read all funding txns made to FP Smart Contract since last_primary_txn_index (so we don't accidentally replay or forget some funding txns).\n\nFor each funding txn: add money to corresponding user balance in FP system.\n\n\n\nuser redeem FP account (secondary -> primary)\n \n #\n \n\n\nSender user needs to execute a redeem operation in FP, which is similar to transfer op:\n\nSender -> broadcast -> Committee: redeem balance request to address on primary system. This locks the account.\nCommittee: verify statement (balance exists, sig checks, seqnum checks, etc...)\nEach Committee Member -> respond -> Sender: counter-signed transfer order certificate\nSender: now have at least 2f+1 signed redeem order certificates.\nSender -> broadcast -> Committee: aggregate SRO certificate\nCommittee: observe and verify aggregate SRO certificate, update account balance, increment seqnum, etc.... Then unlock the account.\nSender -> primary system -> FP Smart Contract: post aggregate SRO certificate\nFP Smart Contract: verify certificate and send some of FP Smart Contract balance to user address.\n\n\nWhat if Sender only posts primary on-chain redeem txn w/o notifying Committee?\n\nFP account is locked until they notify.\nIf they only notify subset of Committee, they still won't be able to spend in the future unless they notify Quorum majority (2f+1) members.\n\n\nWhat if Sender posts primary on-chain redeem txn multiple times?\n\nRedeem log tracks every FP users' last redeemed seqnum to prevent double spend.\nRequires O(N) smart contract state where N is number of FP users : (\n\n\n\nimplementation\n \n #\n \n\n\nOriginal: novifinancial/fastpay\n\nRust\nTokio + UDP\n\nUDP for min. latency\nAll messages are idempotent so can always safely retry\nAll messages designed to fit in one UDP frame\n\n\n\nissues / further work\n \n #\n \n\n\n\ncheckpointing?\n\nnot clear how to accomplish without some kind of agreement.\n\n\nreconfiguration / changing committee?\n\nnot clear how to accomplish with just BFT Consistent Broadcast.\nprobably need to use FP Smart Contract.\n\n\nprivacy?\n\nIs it possible to have sender/receiver privacy?\nIs it possible to have value privacy?\nSee: zef ZK payments protocol (todo: link)\n\n\n\n","id":"https://phlip9.com/notes/b l o c k c h a i n/fastpay/","title":"fastpay"},"https://phlip9.com/notes/b l o c k c h a i n/oasis/":{"body":"oasis\n\nSite: https://oasisprotocol.org/\nGithub: https://github.com/oasisprotocol/, oasis-sdk, oasis-core\nLots of interesting/useful SGX-related stuff\nOasis Run a Node Process (Setting up SGX)\nRun an Intel Attestation Service (IAS) proxy\nTODO: enclave rpc\nCore Oasis Runtime Model\n \n #\n \n\n\nOasis Core Compute Nodes run user executables inside SGX enclaves.\n ____________________\n\t\t\t | ________________ |\n | | Runtime Loader | |\n\t\t\t | '----------------' |\n\t\t\t | Enclave\t |\n ______ | ________________ |\n| Node |<------>| Runtime Bin | |\n'______' | '----------------' |\n '--------------------'\n\n\nThe Rust oasis-core/runtime is the in-enclave runtime. This is \"Runtime Loader\" and \"Runtime Bin\" in the above diagram.\nThe Go oasis-core/go/runtime/host is responsible for provisioning enclaves and then communicating with them. This is part of \"Node\" in the above diagram.\nThe Node and Runtime communicate via\n\nNode <-> Unix Socket <-> Enclave Runner <-> Fortanix shared-memory FIFO queue <-> Enclave Runtime Binary\n\n\n\noasis-core Runtime Loader\n \n #\n \n\n\nhttps://github.com/oasisprotocol/oasis-core/tree/master/runtime-loader\nInputs:\n\nRuntime Filename\nSignature\nhost-socket\n\nSgxsLoader\n\nOpens the SGX kernel devices for loading enclaves.\nOpens client connection to AESM service for the EINITTOKEN provider.\nBuild enclave from file, SIGSTRUCT signature, and their custom adapter, which just routes connect syscalls from the enclave to a local Unix Domain Socket (UDS). This connection is the bidirectional arrow between Node and Runtime Bin in the above diagram.\n\n/// SGX runtime loader.\npub struct SgxsLoader;\n\nimpl Loader for SgxsLoader {\n fn run(\n &self,\n filename: String,\n signature_filename: Option<&str>,\n host_socket: String,\n ) -> Fallible<()> {\n let sig = match signature_filename {\n Some(f) => f,\n None => {\n return Err(format_err!(\"signature file is required\"));\n }\n };\n\n // Spawn the SGX enclave.\n let mut device = IsgxDevice::new()?\n .einittoken_provider(AesmClient::new())\n .build();\n\n let mut enclave_builder = EnclaveBuilder::new(filename.as_ref());\n enclave_builder.signature(sig)?;\n enclave_builder.usercall_extension(HostService::new(host_socket));\n let enclave = enclave_builder.build(&mut device)?;\n\n enclave.run()\n }\n}\n\noasis-core Host\n \n #\n \n\n\n// Manifest is a deserialized runtime bundle manifest.\ntype Manifest struct {\n\t// Name is the optional human readable runtime name.\n\tName string `json:\"name,omitempty\"`\n\n\t// ID is the runtime ID.\n\tID common.Namespace `json:\"id\"`\n\n\t// Version is the runtime version.\n\tVersion version.Version `json:\"version,omitempty\"`\n\n\t// Executable is the name of the runtime ELF executable file.\n\tExecutable string `json:\"executable\"`\n\n\t// SGX is the SGX specific manifest metadata if any.\n\tSGX *SGXMetadata `json:\"sgx,omitempty\"`\n\n\t// Digests is the cryptographic digests of the bundle contents,\n\t// excluding the manifest.\n\tDigests map[string]hash.Hash `json:\"digests\"`\n}\n\n// SGXMetadata is the SGX specific manifest metadata.\ntype SGXMetadata struct {\n\t// Executable is the name of the SGX enclave executable file.\n\tExecutable string `json:\"executable\"`\n\n\t// Signature is the name of the SGX enclave signature file.\n\tSignature string `json:\"signature\"`\n}\n\n// Bundle is a runtime bundle instance.\ntype Bundle struct {\n\tManifest *Manifest\n\tData map[string][]byte\n}\n\n\n// RuntimeBundle is a exploded runtime bundle ready for execution.\ntype RuntimeBundle struct {\n\t*bundle.Bundle\n\n\t// Exeuctable is the path to the extracted ELF or TEE executable.\n\tPath string\n}\n\n// Config contains common configuration for the provisioned runtime.\ntype Config struct {\n\t// Bundle is the runtime bundle.\n\tBundle *RuntimeBundle\n\n\t// Extra is an optional provisioner-specific configuration.\n\tExtra interface{}\n\n\t// MessageHandler is the message handler for the Runtime Host Protocol messages.\n\tMessageHandler protocol.Handler\n\n\t// LocalConfig is the node-local runtime configuration.\n\tLocalConfig map[string]interface{}\n}\n\nRuntime Host Protocol\n \n #\n \n\n\nThis is the core API layer available for executables running inside an SGX enclave. Nodes communicate bidirectionalyl with the running user binary via a bespoke length-prefixed CBOR message stream protocol.\nConnection Lifecycle\n \n #\n \n\n\n\nUninitialized - Newly created connection. Must be initialized before use.\nInititalizing - Parties exchange version and feature info.\nReady - The versions and features are negotiated; however, we first need to perform remote attestation before running stuff in the enclave.\nClosed - Connection is closed.\n\nRemote Attestation\n \n #\n \n\n\nHost attestation flow - oasis-core/go/runtime/host/sgx/sgx.go\n\n(Host) get the Quoting Enclave (QE)'s QuoteInfo from the AESM.\n(Host) get the Service Provider ID (SPID) from the Intel Attestation Services (IAS) cache.\n(Host) send a RuntimeCapabilityTEERakInitRequest { QuoteInfo.TargetInfo } request to the enclave.\n(Enclave) receive the request. initialize the Runtime Attestation Key (RAK) with the TargetInfo and then generate a new ephemeral RAK keypair (if one doesn't exist already).\n(Host) ask the IAS cache for the latest EPID revocation list (since Oasis uses EPID).\n(Host) send a RuntimeCapabilityTEERakReportRequest {} to the enclave.\n(Enclave) receive the request.\n\nSample a random nonce.\nGenerate report_body = H(RAK_pub). This binds the RAK pubkey to the report.\nSet report_data = report_body || nonce.\nGenerate report = Report::for_target(target_info, report_data) from the enclave EREPORT instruction. See: Report (EREPORT).\nReturn the RAK public key, report, and nonce to the host.\n\n\n(Host) Request a Quote from the AESM using the report, SPID, and sigRL revocation list. For some reason the nonce is empty here? Not sure what the nonce here is for...\n(Host) Verify that the quote.Report contains a MRENCLAVE and MRSIGNER that we expect. This ensures we're talking to the right application enclave.\n(Host) Verify that the Quote.Report.Attributes.is_debug == config.is_debug. That way we don't trust debug enclaves in production and don't use production enclaves in testing.\n(Host) Ask the IAS to Verify Evidence { quote, nonce }. IAS will return an Attestation Verification Report (AVR) to us.\n(Host) send a RuntimeCapabilityTEERakAvrRequest { avr } request to the enclave, to pass it the AVR.\n\n(Q: why does the enclave need to verify the AVR? shouldn't the client do this? I suppose we already checked that the enclave is the one we expect; in which case, we trust it to verify the AVR correctly.)\n\n\n(Enclave) receive the AVR in the request.\n\nExpect the nonce in the AVR to match the one we generated above in step (7.1).\nSee Enclave Attestation Verification Report AVR handling.\nVerify the current measured Report's enclave identity matches the enclave identity in the AVR.\nVerify that the RAK pubkey matches the one in the AVR.report_data.\nVerify that the nonce also matches the one in the AVR.report_data.\nRatchet our internal timestamp from the one we've observed.\n\n\n(Host) we've now fully verified the enclave. package up the RAK pubkey and AVR into a capabilityTEE.\n\nOther nodes can also verify the capabilityTEE by\n\nchecking the AVR against the Intel Trust Root CA\nchecking the MRENCLAVE/MRSIGNER are what we expect\nchecking that the AVR.Quote.Report.ReportData includes the expected RAK pubkey\n\ntype SPIDInfo struct {\n\tSPID ias.SPID\n\tQuoteSignatureType ias.SignatureType\n}\n\n// A deserialized AVRBundle from IAS.\ntype AttestationVerificationReport struct {\n\tID string `json:\"id\"`\n\tTimestamp string `json:\"timestamp\"`\n\tVersion int `json:\"version\"`\n\tISVEnclaveQuoteStatus ISVEnclaveQuoteStatus `json:\"isvEnclaveQuoteStatus\"`\n\tISVEnclaveQuoteBody []byte `json:\"isvEnclaveQuoteBody\"`\n\tRevocationReason *CRLReason `json:\"revocationReason\"`\n\tPSEManifestStatus *PSEManifestStatus `json:\"pseManifestStatus\"`\n\tPSEManifestHash string `json:\"pseManifestHash\"`\n\tPlatformInfoBlob string `json:\"platformInfoBlob\"`\n\tNonce string `json:\"nonce\"`\n\tEPIDPseudonym []byte `json:\"epidPseudonym\"`\n\tAdvisoryURL string `json:\"advisoryURL\"`\n\tAdvisoryIDs []string `json:\"advisoryIDs\"`\n}\n\nSee: Quoting Enclave's QuoteInfo\nEnclave Attestation Verification Report (AVR) handling\n \n #\n \n\n\nhttps://github.com/oasisprotocol/oasis-core/blob/master/runtime/src/common/sgx/avr.rs\n// AVR signature validation constants.\nconst IAS_TRUST_ANCHOR_PEM: Vec<u8> = parse_x509_pem(\n\tr#\"-----BEGIN CERTIFICATE-----\n\tMIIFSzCCA7OgAwIBAgIJANEHdl0yo7CUMA0GCSqGSIb3DQEBCwUAMH4xCzAJBgNV\n\t..\n\tDD+gT9sSpssq0ascmvH49MOgjt1yoysLtdCtJW/9FZpoOypaHx0R+mJTLwPXVMrv\n\tDaVzWh5aiEx+idkSGMnX\n\t-----END CERTIFICATE-----\"#\n).unwrap();\nconst PEM_CERTIFICATE_LABEL: &str = \"CERTIFICATE\";\nconst IAS_TS_FMT: &str = \"%FT%T%.6f\";\n\n/// Attestation verification report.\n#[derive(Debug, Clone, cbor::Encode, cbor::Decode)]\npub struct AVR {\n\t// json blob\n\t//\n\t// { \"isvEnclaveQuoteStatues\": __\n\t// , \"isvEnclaveQuoteBody\": __\n\t// , \"timestamp\": __\n\t// , \"nonce\": __\n // }\n pub body: Vec<u8>,\n pub signature: Vec<u8>,\n pub certificate_chain: Vec<u8>,\n}\n\n/// Enclave identity.\n#[derive(Debug, Clone, Hash, Eq, PartialEq, cbor::Encode, cbor::Decode)]\npub struct EnclaveIdentity {\n pub mr_enclave: MrEnclave,\n pub mr_signer: MrSigner,\n}\n\n/// Authenticated information obtained from validating an AVR.\n#[derive(Debug, Clone)]\npub struct AuthenticatedAVR {\n pub report_data: Vec<u8>,\n // TODO: add other av report/quote body/report fields we want to give\n\t// the consumer\n pub identity: EnclaveIdentity,\n pub timestamp: i64,\n pub nonce: String,\n}\n\n/// Decoded quote body.\n#[derive(Default, Debug)]\nstruct QuoteBody {\n version: u16,\n signature_type: u16,\n gid: u32,\n isv_svn_qe: u16,\n isv_svn_pce: u16,\n basename: [u8; 32],\n report_body: Report,\n}\n\nimpl AVR {\n\tpub fn verify(&self) -> Result<AuthenticatedAVR> {\n\t\t// 1. read configs if we should skip verification during\n\t\t// fuzzing/testing.\n\t\t// 2. validate_avr_signature(self.cert_chain, self.body,\n\t\t// self.sig. time::now())\n\t\t// 3. check if timestamp in AVR is too old\n\t\t// 4. verify ISV Enclave Quote Status == OK | SW_HARDENING_NEEDED\n\t\t// if lax verification enabled, also allow some other errors\n\t\t// 5. base64 decode ISV Enclave Quote Body, then decode to `QuoteBody`\n\t\t// 6. Possibly allow debug enclaves if appropriate config.\n\t\t// 7. They appear to use the IAS timestamp as a semi-trusted source\n\t\t// and ratchet their local clock forward if the IAS timestamp is\n\t\t// farther ahead.\n\t}\n}\n\nfn validate_avr_signature(\n\tcert_chain: &[u8],\n\tmessage: &[u8],\n\tsignature: &[u8],\n\tunix_timestamp: u64,\n) -> Result<()> {\n\t// * They note that they're doing some funky process that barely resembles\n\t// the standard cert verification process.\n\t// * Don't do cert revocation checks.\n\t// * Intel Docs: The AVR is signed by the Report Signing Key using\n\t// RSA-SHA256\n\t// * Intel Docs: The Report Signing pubkey is distributed via an x509\n\t// cert. This cert is a leaf cert issued by the \"Attestation Report\n\t// Signing CA\".\n\t// * A PEM-encoded cert chain is (1) the Report Signing Key Cert and (2)\n\t// the Report Signing CA.\n\n\t// 1. PEM decode the cert chain to DER. Check that each cert has the\n\t// \"CERTIFICATE\" label.\n\t// 2. Check that only two certs were returned.\n\t// 3. Ensure the last cert is the Report Signing CA (IAS_TRUST_ANCHOR).\n\t// 4. Ensure the CA cert is not expired, is a CA cert, is self-signed.\n\t// 5. Parse the leaf cert, verify the usual stuff, check CA sig.\n\t// 6. Pull out the leaf pubkey. Verify `signature` on `message`. The\n\t// pubkey should be an RSA PKCS1 DER-encoded pubkey. The sig should be\n\t// RSA-SHA256 PKCS1v15.\n}\n\nRuntime Attestation Key (RAK)\n \n #\n \n\n\nRAK is the identity of the enclave, used to sign remote attestations.\n/// The runtime attestation key (RAK) represents the identity of the enclave\n/// and can be used to sign remote attestations. Its purpose is to avoid\n/// round trips to IAS for each verification as the verifier can instead\n/// verify the RAK signature and the signature on the provided AVR which\n/// RAK to the enclave.\npub struct RAK {\n inner: RwLock<Inner>,\n}\n\nstruct Inner {\n private_key: Option<PrivateKey>,\n avr: Option<Arc<avr::AVR>>,\n avr_timestamp: Option<i64>,\n #[allow(unused)]\n enclave_identity: Option<avr::EnclaveIdentity>,\n #[allow(unused)]\n target_info: Option<Targetinfo>,\n #[allow(unused)]\n nonce: Option<String>,\n}\n\nEGETKEY\n \n #\n \n\n\nhttps://github.com/oasisprotocol/oasis-core/blob/master/runtime/src/common/sgx/egetkey.rs\n\nKMac: SHA3-256 Keccak MAC\n\n/// egetkey returns a 256 bit key suitable for sealing secrets to the\n/// enclave in cold storage, derived from the results of the `EGETKEY`\n/// instruction. The `context` field is a domain separation tag.\n///\n/// Note: The key can also be used for other things (eg: as an X25519\n/// private key).\npub fn egetkey(key_policy: Keypolicy, context: &[u8]) -> [u8; 32] {\n let mut k = [0u8; 32];\n\n // Obtain the per-CPU package SGX sealing key, with the requested\n // policy.\n let master_secret = egetkey_impl(key_policy, context);\n\n // Expand the 128 bit EGETKEY result into a 256 bit key, suitable\n // for use with our MRAE primitives.\n let mut kdf = KMac::new_kmac256(\n\t\t&master_secret,\n\t\tb\"Ekiden Expand SGX Seal Key\",\n\t);\n kdf.update(context);\n kdf.finalize(&mut k);\n\n k\n}\n\n/// The SGX impl\nfn egetkey_impl(\n\t// MRSIGNER or MRENCLAVE\n\tkey_policy: Keypolicy,\n\t// the domain separation value\n\tcontext: &[u8],\n) -> [u8; 16] {\n\t// As we can see, using the Keyrequest::default() means oasis-core doesn't\n\t// bind the key\n let mut req = Keyrequest::default();\n req.keyname = Keyname::Seal as u16;\n req.keypolicy = key_policy;\n\n let mut sha3 = Sha3::v256();\n sha3.update(context);\n let mut k = [0; 32];\n sha3.finalize(&mut k);\n req.keyid = k;\n\n // Fucking sgx_isa::Attributes doesn't have a -> [u64;2].\n\t// SGX_FLAGS_INITTED | SGX_FLAGS_DEBUG | SGX_FLAGS_MODE64BIT\n req.attributemask[0] = 1 | 2 | 4;\n\t// SGX_XFRM_LEGACY\n req.attributemask[1] = 3;\n\n match req.egetkey() {\n Err(e) => panic!(\"EGETKEY failed: {:?}\", e),\n Ok(k) => k,\n }\n}\n\nSealing\n \n #\n \n\n\nhttps://github.com/oasisprotocol/oasis-core/blob/master/runtime/src/common/sgx/seal.rs\n\nDeoxysII - Some new symmetric key AEAD cipher that uses AESNI. Not sure why they use this and not just like AES-GCM or AES-SIV. Maybe safer nonce reuse protection?\n\n/// Query the enclave for sealing key material with the current context and\n/// key policy, then generate a DeoxysII symmetric key using the key material.\nfn new_d2(key_policy: Keypolicy, context: &[u8]) -> DeoxysII {\n let mut seal_key = egetkey(key_policy, context);\n let d2 = DeoxysII::new(&seal_key);\n seal_key.zeroize();\n\n d2\n}\n\n/// Seal a secret to the enclave.\npub fn seal(\n\t/// MRSIGNER or MRENCLAVE\n\tkey_policy: Keypolicy,\n\t/// The domain separation value\n\tcontext: &[u8],\n\t/// The plaintext data we want to seal\n\tdata: &[u8],\n) -> Vec<u8> {\n let mut rng = OsRng {};\n\n let mut nonce = [0u8; NONCE_SIZE];\n rng.fill(&mut nonce);\n let d2 = new_d2(key_policy, context);\n let mut ciphertext = d2.seal(&nonce, data.to_vec(), vec![]);\n ciphertext.extend_from_slice(&nonce);\n\n\t// ciphertext = [ E_k[data] || MAC tag || nonce ]\n ciphertext\n}\n\n\n\n/// Unseal a previously sealed secret to the enclave.\n///\n/// # Panics\n///\n/// All parsing and authentication errors of the ciphertext are fatal and\n/// will result in a panic.\npub fn unseal(\n\t/// MRSIGNER or MRENCLAVE\n\tkey_policy: Keypolicy,\n\t/// The domain separation value\n\tcontext: &[u8],\n\t/// Previously sealed data\n\tciphertext: &[u8],\n) -> Option<Vec<u8>> {\n let ct_len = ciphertext.len();\n if ct_len == 0 {\n return None;\n }\n assert!(\n ct_len >= TAG_SIZE + NONCE_SIZE,\n \"ciphertext is corrupted, invalid size\"\n );\n let ct_len = ct_len - NONCE_SIZE;\n\n // split: ciphertext = [ E_k[data] || MAC tag || nonce ]\n let mut nonce = [0u8; NONCE_SIZE];\n nonce.copy_from_slice(&ciphertext[ct_len..]);\n let ciphertext = &ciphertext[..ct_len];\n\n let d2 = new_d2(key_policy, context);\n let plaintext = d2\n .open(&nonce, ciphertext.to_vec(), vec![])\n .expect(\"ciphertext is corrupted\");\n\n Some(plaintext)\n}\n\nKey Manager Enclaves\n \n #\n \n\n\nThey have some keymanager enclave, which appears to manually handle delegating access to individual enclave seal keys.\n\nThey use MRENCLAVE for each indiviual enclave (so the key is bound to the machine) then the enclave can register the actual key with the keymanager along with a policy to mediate access more granularly.\nTheir current policy format allows you to explicitly enumerate which enclaves (MRENCLAVE + MRSIGNER) may query private key material and which enclaves may replicate the \"master secret\" (something consensus related?).\n\n","id":"https://phlip9.com/notes/b l o c k c h a i n/oasis/","title":"oasis"},"https://phlip9.com/notes/b l o c k c h a i n/sui/":{"body":"sui\n\n\nGithub: https://github.com/MystenLabs/sui\nPaper: https://github.com/MystenLabs/sui/blob/main/doc/paper/sui.pdf\nPeople I know: Sam, George, Alberto, Francois, Kostas, Brandon, Todd, Evan, Adeniyi\n\nSummary\n \n #\n \n\n\nsui = fastpay x { Move - accounts + fine-grained objects } : )\n","id":"https://phlip9.com/notes/b l o c k c h a i n/sui/","title":"sui"},"https://phlip9.com/notes/btc-ln/":{"body":"","id":"https://phlip9.com/notes/btc-ln/","title":"btc-ln"},"https://phlip9.com/notes/btc-ln/BOLT 11 - invoices/":{"body":"BOLT 11 - invoices\n\nSee: LDK - lightning-invoice crate\n\nbech32 encoded\n\nFields with known tags: lightning-invoice::TaggedField\npub enum TaggedField {\n\tPaymentHash(Sha256),\n\tDescription(Description),\n\tPayeePubKey(PayeePubKey),\n\tDescriptionHash(Sha256),\n\tExpiryTime(ExpiryTime),\n\tMinFinalCltvExpiry(MinFinalCltvExpiry),\n\tFallback(Fallback),\n\tPrivateRoute(PrivateRoute),\n\tPaymentSecret(PaymentSecret),\n\tFeatures(InvoiceFeatures),\n}\n\nRouting hints\n \n #\n \n\n\nPrivate nodes behind a public LSP can still accept payments via Routing Hints. Here, the private node advertises an invoice with the final LSP -> Private Node hop encoded into the invoice, so other nodes can still route to the Private Node even though they're not publicly advertised or otherwise reachable.\nlightning-invoice::PrivateRoute\n/// Private routing information\n///\n/// # Invariants\n/// The encoded route has to be <1024 5bit characters\n/// long (<=639 bytes or <=12 hops)\npub struct PrivateRoute(RouteHint);\n\nln::routing::router::RouteHint\n/// A list of hops along a payment path terminating\n/// with a channel to the recipient.\npub struct RouteHint(pub Vec<RouteHintHop>);\n\nln::routing::router::RouteHintHop\n/// A channel descriptor for a hop along a payment path.\npub struct RouteHintHop {\n\t/// The node_id of the non-target end of the route\n\tpub src_node_id: PublicKey,\n\t/// The short_channel_id of this channel\n\tpub short_channel_id: u64,\n\t/// The fees which must be paid to use this channel\n\tpub fees: RoutingFees,\n\t/// The difference in CLTV values between this\n\t/// node and the next node.\n\tpub cltv_expiry_delta: u16,\n\t/// The minimum value, in msat, which must be\n\t/// relayed to the next hop.\n\tpub htlc_minimum_msat: Option<u64>,\n\t/// The maximum value in msat available for\n\t/// routing with a single HTLC.\n\tpub htlc_maximum_msat: Option<u64>,\n}\n\n","id":"https://phlip9.com/notes/btc-ln/BOLT 11 - invoices/","title":"BOLT 11 - invoices"},"https://phlip9.com/notes/btc-ln/BOLT 2 - channel management protocol/":{"body":"BOLT 2 - channel management protocol\n\nSource: https://github.com/lightning/bolts/blob/master/02-peer-protocol.md\nThis BOLT describes the bilateral messaging protocol for (1) establishing, (2) operating, and (3) closing lightning payment channels between two LN peers.\ndef: channel_id: [u8; 32]\n \n #\n \n\n\nChannels are identified by a channel_id, which is derived from the funding tx id and index.\nBefore the channel is funded, the channel_id is random.\nPre-funded channels are not yet uniquely identified. Use (src_node_id, dest_node_id, channel_id) for identification.\nParties can also offer \"short channel id\" (SCID) aliases (size = u64), which we can use instead of the actual channel_id to avoid leaking the on-chain funding UTXO.\nChannel Establishment\n \n #\n \n\n\nChannels may be established after a secure connection is authenticated and features negotiated.\nThe establishment process goes through 3 phases: (1-2) negotiate the channel parameters, (3-4) create the funding tx, (5-6) lock in the channel once the funding tx is confirmed on-chain.\n funder fundee\n+-------+ +-------+\n| |--(1)--- open_channel ----->| | <\n| |<-(2)-- accept_channel -----| | <\n| | | | < temporary channel id\n| A |--(3)-- funding_created --->| B | <\n| |<-(4)-- funding_signed -----| | <\n| | | | ---\n| |--(5)--- funding_locked ---->| | <\n| |<-(6)--- funding_locked -----| | < real channel id\n+-------+ +-------+ <\n\ndef: open_channel wire message\n \n #\n \n\n\nThe channel funder sends an open_channel message to the channel fundee. Here, funder and fundee are negotiating the channel parameters for their new channel contract. A few of the important channel parameters:\n\nthe channel size (amount to be funded or max liquidity)\noptional initial payment to fundee\nchannel fee rate\nsupported channel features\nbounds: minimum HTLC size, dust limits, max num. HTLCs, max in-flight value\non-chain confirmations-to-finality\n\nThe channel id is just a random nonce at this point.\nSee: msgs::OpenChannel\n/// An open_channel message to be sent or received from a peer\npub struct OpenChannel {\n\t/// The genesis hash of the blockchain where the channel is to be opened\n\tpub chain_hash: BlockHash,\n\t/// A temporary channel ID, until the funding outpoint is announced\n\tpub temporary_channel_id: [u8; 32],\n\t/// The channel value\n\tpub funding_satoshis: u64,\n\t/// The amount to push to the counterparty as part of the open, in\n\t/// milli-satoshi\n\tpub push_msat: u64,\n\t/// The threshold below which outputs on transactions broadcast by\n\t/// sender will be omitted\n\tpub dust_limit_satoshis: u64,\n\t/// The maximum inbound HTLC value in flight towards sender, in\n\t/// milli-satoshi\n\tpub max_htlc_value_in_flight_msat: u64,\n\t/// The minimum value unencumbered by HTLCs for the counterparty\n\t/// to keep in the channel\n\tpub channel_reserve_satoshis: u64,\n\t/// The minimum HTLC size incoming to sender, in milli-satoshi\n\tpub htlc_minimum_msat: u64,\n\t/// The feerate per 1000-weight of sender generated transactions,\n\t/// until updated by update_fee\n\tpub feerate_per_kw: u32,\n\t/// The number of blocks which the counterparty will have to wait\n\t/// to claim on-chain funds if they broadcast a commitment transaction\n\tpub to_self_delay: u16,\n\t/// The maximum number of inbound HTLCs towards sender\n\tpub max_accepted_htlcs: u16,\n\t/// The sender's key controlling the funding transaction\n\tpub funding_pubkey: PublicKey,\n\t/// Used to derive a revocation key for transactions broadcast\n\t/// by counterparty\n\tpub revocation_basepoint: PublicKey,\n\t/// A payment key to sender for transactions broadcast by counterparty\n\tpub payment_point: PublicKey,\n\t/// Used to derive a payment key to sender for transactions\n\t/// broadcast by sender\n\tpub delayed_payment_basepoint: PublicKey,\n\t/// Used to derive an HTLC payment key to sender\n\tpub htlc_basepoint: PublicKey,\n\t/// The first to-be-broadcast-by-sender transaction's per\n\t/// commitment point\n\tpub first_per_commitment_point: PublicKey,\n\t/// Channel flags\n\tpub channel_flags: u8,\n\t/// Optionally, a request to pre-set the to-sender output's\n\t/// scriptPubkey for when we collaboratively close\n\tpub shutdown_scriptpubkey: OptionalField<Script>,\n\t/// The channel type that this channel will represent. If none is\n\t/// set, we derive the channel type from the intersection of our\n\t/// feature bits with our counterparty's feature bits from the\n\t/// Init message.\n\tpub channel_type: Option<ChannelTypeFeatures>,\n}\n\nfunder flow\n \n #\n \n\n\nChannelManager::create_channel\nfundee flow\n \n #\n \n\n\nChannelManager::internal_open_channel\nChannel::accept_inbound_channel\n(If configured for user-level authorization) Generate Event::OpenChannelRequest\ndef: accept_channel wire message\n \n #\n \n\n\nThe fundee can choose to accept a new channel proposal by responding with an accept_channel message.\nThe channel id is still the same random nonce.\nSee: https://github.com/lightningdevkit/rust-lightning/blob/711bcefbcc0999543d9622c030ff7dc8118fc26f/lightning/src/ln/msgs.rs#L181\n/// An accept_channel message to be sent or received from a peer\npub struct AcceptChannel {\n\t/// A temporary channel ID, until the funding outpoint is announced\n\tpub temporary_channel_id: [u8; 32],\n\t/// The threshold below which outputs on transactions broadcast\n\t/// by sender will be omitted\n\tpub dust_limit_satoshis: u64,\n\t/// The maximum inbound HTLC value in flight towards sender,\n\t/// in milli-satoshi\n\tpub max_htlc_value_in_flight_msat: u64,\n\t/// The minimum value unencumbered by HTLCs for the counterparty\n\t/// to keep in the channel\n\tpub channel_reserve_satoshis: u64,\n\t/// The minimum HTLC size incoming to sender, in milli-satoshi\n\tpub htlc_minimum_msat: u64,\n\t/// Minimum depth of the funding transaction before the channel\n\t/// is considered open\n\tpub minimum_depth: u32,\n\t/// The number of blocks which the counterparty will have to wait\n\t/// to claim on-chain funds if they broadcast a commitment transaction\n\tpub to_self_delay: u16,\n\t/// The maximum number of inbound HTLCs towards sender\n\tpub max_accepted_htlcs: u16,\n\t/// The sender's key controlling the funding transaction\n\tpub funding_pubkey: PublicKey,\n\t/// Used to derive a revocation key for transactions broadcast\n\t/// by counterparty\n\tpub revocation_basepoint: PublicKey,\n\t/// A payment key to sender for transactions broadcast by counterparty\n\tpub payment_point: PublicKey,\n\t/// Used to derive a payment key to sender for transactions\n\t/// broadcast by sender\n\tpub delayed_payment_basepoint: PublicKey,\n\t/// Used to derive an HTLC payment key to sender for transactions\n\t/// broadcast by counterparty\n\tpub htlc_basepoint: PublicKey,\n\t/// The first to-be-broadcast-by-sender transaction's per\n\t/// commitment point\n\tpub first_per_commitment_point: PublicKey,\n\t/// Optionally, a request to pre-set the to-sender output's\n\t/// scriptPubkey for when we collaboratively close\n\tpub shutdown_scriptpubkey: OptionalField<Script>,\n\t/// The channel type that this channel will represent. If none is\n\t/// set, we derive the channel type from the intersection of our\n\t/// feature bits with our counterparty's feature bits from the\n\t/// Init message.\n\t///\n\t/// This is required to match the equivalent field in\n\t/// [`OpenChannel::channel_type`].\n\tpub channel_type: Option<ChannelTypeFeatures>,\n}\n\nfundee flow\n \n #\n \n\n\nIf accept: Channel::generate_accept_channel_message\nfunder flow\n \n #\n \n\n\nChannelManager::internal_accept_channel\nChannel::accept_channel\nGenerate Event::FundingGenerationReady\ndef: funding_created wire message\n \n #\n \n\n\nThe funder crafts a funding transaction, signs it, and sends it to the fundee for their signature.\nThe channel id is still a random nonce.\nSee: https://github.com/lightningdevkit/rust-lightning/blob/711bcefbcc0999543d9622c030ff7dc8118fc26f/lightning/src/ln/msgs.rs#L222\n/// A funding_created message to be sent or received from a peer\npub struct FundingCreated {\n\t/// A temporary channel ID, until the funding is established\n\tpub temporary_channel_id: [u8; 32],\n\t/// The funding transaction ID\n\tpub funding_txid: Txid,\n\t/// The specific output index funding this channel\n\tpub funding_output_index: u16,\n\t/// The signature of the channel initiator (funder) on the\n\t/// initial commitment transaction\n\tpub signature: Signature,\n}\n\nfunder flow\n \n #\n \n\n\nChannelManager::funding_transaction_generated\nChannelManager::funding_transaction_generated_intern\nUpdates the channel state and creates the FundingCreated p2p msg: Channel::get_outbound_funding_created\nfundee flow\n \n #\n \n\n\nChannelManager::internal_funding_created\nFundee verifies, signs, returns FundingSigned msg: Channel::funding_created\nFundee finally signs here: Channel::funding_created_signature\nFundee adds channel monitor hook to watch for confirmations. Responds with FundingSigned message.\ndef: funding_signed wire message\n \n #\n \n\n\nThe fundee responds with their signature on the funding tx. With this signature, the funding tx is now ready for propagation by the funder.\nThis is the first message where we refer to the channel by its real channel id and not the random nonce.\nSee: https://github.com/lightningdevkit/rust-lightning/blob/711bcefbcc0999543d9622c030ff7dc8118fc26f/lightning/src/ln/msgs.rs#L235\n/// A funding_signed message to be sent or received from a peer\npub struct FundingSigned {\n\t/// The channel ID\n\tpub channel_id: [u8; 32],\n\t/// The signature of the channel acceptor (fundee) on the\n\t/// initial commitment transaction\n\tpub signature: Signature,\n}\n\nfundee flow\n \n #\n \n\n\nFundee responds with FundingSigned message in tail-end of Channel::funding_created\nfunder flow\n \n #\n \n\n\nVerify, hook channel monitor on tx, and broadcast funding tx: ChannelManager::internal_funding_signed\nVerify, build funding tx & tx monitor: Channel::funding_signed\nBroadcast funding tx: chaininterface::BroadcasterInterface::broadcast_transaction\ndef: funding_locked wire message\n \n #\n \n\n\nEach node watches the chain, waiting for the funding tx to confirm. Once a node sees the funding tx confirm, they send a msgs::FundingLocked message to the other peer.\nOnly once both peers have seen and verified that the funding tx has confirmed, and both peers have received each other's FundingLocked message, can the channel finally enter normal operating mode.\nThe peers use the real channel id here.\nSee: https://github.com/lightningdevkit/rust-lightning/blob/711bcefbcc0999543d9622c030ff7dc8118fc26f/lightning/src/ln/msgs.rs#L244\n/// A funding_locked message to be sent or received from a peer\npub struct FundingLocked {\n\t/// The channel ID\n\tpub channel_id: [u8; 32],\n\t/// The per-commitment point of the second commitment transaction\n\tpub next_per_commitment_point: PublicKey,\n\t/// If set, provides a short_channel_id alias for this channel.\n\t/// The sender will accept payments to be forwarded over this\n\t/// SCID and forward them to this messages' recipient.\n\tpub short_channel_id_alias: Option<u64>,\n}\n\nfunder & fundee flow\n \n #\n \n\n\nOn funding tx confirmation\n \n #\n \n\n\nThe ChannelManager on both sides will get poked when the funding tx is sufficiently confirmed. There appear to be several different possible interfaces, depending on how the chain listening is setup, like whether we're connected to a full node or light node, or if we have some block filtering etc...\nThe two I can see right off the bat are the traits chain::Listen (whole new blocks) and chain::Confirm (only specific txs we're interested in, only block headers).\nYou choose chain::Listen if you're connected to a full node and chain::Confirm if you're connected to a light node (my speculation).\nThese interfaces are impl'd by ChannelManager, who will eventually call ChannelManager::do_chain_event with a callback, which can possibly generate a FundingLocked msg for sending to the other peer.\nEach channel handles the tx confirm update in Channel::transactions_confirmed. Check if the tx is relevant and sufficiently confirmed, then generate the FundingLocked msg in Channel::check_get_funding_locked.\nIf the Channel::is_usable (both sides confirmed), then also Channel::get_announcement_sigs, which generates a msgs::AccountmentSignatures for sending, announcing the new channel.\nOnce the channel is_usable, we enter Normal Channel Operation.\nOn remote funding_locked msg rx\n \n #\n \n\n\nRx peer's funding_locked msg: ChannelManager::internal_funding_locked\nUpdate the channel state w/ Channel::funding_locked.\nLike before, if the channel is now usable (both sides confirmed), is configured for announcement, and is announcable, then generate, sign, and send the msg::AnnouncementSignatures.\n(not clear to me yet when these are announced)\nOnce the channel is_usable, we enter Normal Channel Operation.\nCooperative Channel Close\n \n #\n \n\n\nBoth nodes can agree to graceful close a channel. This process consumes less fees and lets both sides access their funds immediately.\nThe other alternatives are unilateral close (maybe someone crashed) and revoked transaction close (the counterparty deliberately cheats and broadcasts an old state).\nOne side begins active shutdown of the channel and indicates how/where they want to be paid. The passive shutdown side responds similarly. Once a side has observed a shutdown, they will no longer accept new HTLCs on this channel. Once the shutdown is begun, both sides will wait for all pending HTLCs to resolve pending HTLCs to fail backwards. Once all HTLCs have resolved, both sides negotiate a final fee amount and broadcast the channel closure tx.\nProtocol Diagram\n+-------+ +-------+\n| |--(1)----- shutdown ------->| |\n| |<-(2)----- shutdown --------| |\n| | | |\n| | <complete all pending HTLCs> | |\n| A | ... | B |\n| | | |\n| |--(3)-- closing_signed F1--->| |\n| |<-(4)-- closing_signed F2----| |\n| | ... | |\n| |--(?)-- closing_signed Fn--->| |\n| |<-(?)-- closing_signed Fn----| |\n+-------+ +-------+\n\ndef: shutdown wire message\n \n #\n \n\n\nSee: https://github.com/lightningdevkit/rust-lightning/blob/711bcefbcc0999543d9622c030ff7dc8118fc26f/lightning/src/ln/msgs.rs#L256\n/// A shutdown message to be sent or received from a peer\npub struct Shutdown {\n\t/// The channel ID\n\tpub channel_id: [u8; 32],\n\t/// The destination of this peer's funds on closing.\n\t/// Must be in one of these forms: p2pkh, p2sh, p2wpkh, p2wsh.\n\tpub scriptpubkey: Script,\n}\n\nactive closer\n \n #\n \n\n\nChannelManager::close_channel which immediately calls ChannelManager::close_channel_internal. chanmgr grabs the channel, moves it into shutdown mode, maybe updates monitor w/ new shutdown script, sends shutdown msg to peer. Then fails all pending HTLCs backwards: ChannelManager::fail_htlc_backwards. I guess we don't wait for HTLCs to resolve, just notify that they should fail.\nBegin channel shutdown, craft Shutdown message, return failed HTLCs: Channel::get_shutdown\npassive closer\n \n #\n \n\n\nNotify the channel about the remote shutdown. Maybe update the monitor w/ shutdown script. Send the shutdown response msg. Fail any pending HTLCs. ChannelManager::internal_shutdown\nChannel rx'd shutdown msg from remote peer; maybe generate a shutdown response msg: Channel::shutdown\ndef: closing_signed wire message\n \n #\n \n\n\nThe channel is officially shutdown and all pending HTLCs are resolved or failed. Now both peers must negotiate a fee for the closing transaction.\nThere are two negotiation methods: (1) the \"old\" method, where nodes go back and forth proposing a \"fair\" fee and either accepting or rejecting with their new fee, and (2) the \"modern\" method, where the funder proposes a permissible fee range, and the fundee chooses a value from the range.\nSee: https://github.com/lightningdevkit/rust-lightning/blob/711bcefbcc0999543d9622c030ff7dc8118fc26f/lightning/src/ln/msgs.rs#L279\n/// A closing_signed message to be sent or received from a peer\npub struct ClosingSigned {\n\t/// The channel ID\n\tpub channel_id: [u8; 32],\n\t/// The proposed total fee for the closing transaction\n\tpub fee_satoshis: u64,\n\t/// A signature on the closing transaction\n\tpub signature: Signature,\n\t/// The minimum and maximum fees which the sender is willing\n\t/// to accept, provided only by new nodes.\n\tpub fee_range: Option<ClosingSignedFeeRange>,\n}\n\n/// The minimum and maximum fees which the sender is willing to place\n/// on the closing transaction. This is provided in [`ClosingSigned`]\n/// by both sides to indicate the fee range they are willing to use.\npub struct ClosingSignedFeeRange {\n\t/// The minimum absolute fee, in satoshis, which the sender is\n\t/// willing to place on the closing transaction.\n\tpub min_fee_satoshis: u64,\n\t/// The maximum absolute fee, in satoshis, which the sender is\n\t/// willing to place on the closing transaction.\n\tpub max_fee_satoshis: u64,\n}\n\nNormal Channel Operation\n \n #\n \n\n\nProtocol Diagram\n+-------+ +-------+\n| |--(1)---- update_add_htlc ---->| |\n| |--(2)---- update_add_htlc ---->| |\n| |<-(3)---- update_add_htlc -----| |\n| | | |\n| |--(4)--- commitment_signed --->| |\n| A |<-(5)---- revoke_and_ack ------| B |\n| | | |\n| |<-(6)--- commitment_signed ----| |\n| |--(7)---- revoke_and_ack ----->| |\n| | | |\n| |--(8)--- commitment_signed --->| |\n| |<-(9)---- revoke_and_ack ------| |\n+-------+ +-------+\n\nTODO(philiphayes): finish this section\ndef: update_add_htlc wire message\n \n #\n \n\n\n/// An update_add_htlc message to be sent or received from a peer\npub struct UpdateAddHTLC {\n\t/// The channel ID\n\tpub channel_id: [u8; 32],\n\t/// The HTLC ID\n\tpub htlc_id: u64,\n\t/// The HTLC value in milli-satoshi\n\tpub amount_msat: u64,\n\t/// The payment hash, the pre-image of which controls HTLC redemption\n\tpub payment_hash: PaymentHash,\n\t/// The expiry height of the HTLC\n\tpub cltv_expiry: u32,\n\tpub(crate) onion_routing_packet: OnionPacket,\n}\n\n","id":"https://phlip9.com/notes/btc-ln/BOLT 2 - channel management protocol/","title":"BOLT 2 - channel management protocol"},"https://phlip9.com/notes/btc-ln/BOLT 4 - onion routing protocol/":{"body":"BOLT 4 - onion routing protocol\n\nSource: https://github.com/lightning/bolts/blob/master/04-onion-routing.md\nTerminology\n \n #\n \n\n\n\nOrigin Node\nIntermediate Node, a.k.a. Hop\nFinal Node\nRoute: list of Hops, constructed by Origin Node\n\nOverview\n \n #\n \n\n\n\nRoute payment HTLC from origin node to final node via many intermediate nodes.\nBased on (2009) Sphinx - A Compact and Provably Secure Mix Format (co-authored by old colleague George Danezis :)), extended with a per-hop payload.\nIntermediate nodes can't learn (1) origin, (2) other hops (except pred- and succ- hops), (3) route length, or (4) position in route.\nOrigin node must pre-compute full route. Must learn pubkey of each intermediate (and final) node.\nIntermediate nodes advertise their fee schema.\n\nFees are just (flat base rate + proportional rate).\nIf nodes advertise new fee rates, they must continue to accept their stale fee rates for a little while longer to account for propagation delay.\n\n\nOrigin node also effectively decides the fee each hop will pay. If an intermediate node deviates (forwards less than advertised) then subsequent nodes must reject.\nEach hop sees a hop payload consisting of\n\n(1) amount to forward: u64\n(2) outgoing cltv value: u32\n(3) short channel id\n(4) payment data: (payment secret, total msat)\n(5): payment metadata: bytes\n\n\n\n","id":"https://phlip9.com/notes/btc-ln/BOLT 4 - onion routing protocol/","title":"BOLT 4 - onion routing protocol"},"https://phlip9.com/notes/btc-ln/BOLT 7 - p2p node and channel discovery/":{"body":"BOLT 7 - p2p node and channel discovery\n\nSource: https://github.com/lightning/bolts/blob/master/07-routing-gossip.md#htlc-fees\nOverview\n \n #\n \n\n\n\nNode Discovery\n\nNodes advertise their ID, host {oneof: IPv4/6, TORv3}, port\nOther nodes must be able to open connections with you\n\n\nChannel Discovery\n\nNodes advertise their currently open channels so others can route through them\n\n\nGossip Messages\n\nnode_announcement: nodes exchange these for node discovery\nchannel_announcement: nodes exchange these to announce new channels between some nodes. Should only ever be one per channel.\nchannel_update: Advertise updates to a channel. Dissemninated. At least two expected per channel.\n\n\n\nshort_channel_id: u64\n \n #\n \n\n\n\nA compact descriptor pointing to a channel funding tx.\n\nshort_channel_id: {\n\tblock_height: u24,\n\tblock_tx_idx: u24,\n\ttx_output_idx: u16,\n}\n\nnode_announcement Message\n \n #\n \n\n\nnode_announcement: {\n\tsignature,\n\tfeatures_len: u16,\n\tfeatures: bytes,\n\ttimestamp: u32,\n\tnode_id,\n\trgb_color: (u8, u8, u8),\n\talias: [u8; 32],\n\taddrlen: u16, // serialized length of addresses\n\taddresses: Vec<AddressDescriptor>,\n}\n\nenum AddressDescriptor {\n\tIpv4(addr, port),\n\tIpv6(addr, port),\n\tTorv3(onion_addr, port)\n}\n\nchannel_announcement Message\n \n #\n \n\n\nnodes must prove that there is actually a channel btw node 1 and node 2\n\nprove a funding tx that pays to btc_key_1 and btc_key_2\n\nverify via short_channel_id -> chain lookup\n\n\nprove node 1 owns btc_key_1\n\nverify btc_sig_1\n\n\nprove node 2 owns btc_key_2\n\nverify btc_sig_2\n\n\nprove both node 1 and node 2 agree to this announcement message\n\nverify node_sig_1 and node_sig_2 (signing over the rest of the announcement)\n\n\n\nchannel_announcement: {\n\tnode_sig_1: sig,\n\tnode_sig_2: sig,\n\tbtc_sig_1: sig,\n\tbtc_sig_2: sig,\n\tfeatures_len: u16,\n\tfeatures: bytes,\n\tchain_hash,\n\tshort_channel_id,\n\tnode_id_1: pubkey,\n\tnode_id_2: pubkey,\n\tbtc_key_1: pubkey,\n\tbtc_key_2: pubkey,\n}\n\nchannel_update Message\n \n #\n \n\n\nAfter announcement, each side independently announces their fees, supported features, etc\nchannel_update: {\n\tsignature,\n\tchain_hash,\n\tshort_channel_id,\n\ttimestamp: u32,\n\tmessage_flags: bytes,\n\tchannel_flags: bytes,\n\tcltv_expiry_delta: u16,\n\thtlc_min_msat: u64,\n\tfee_base_msat: u32,\n\tfee_proportional_mills: u32,\n\thtlc_max_msat: u64,\n}\n\n","id":"https://phlip9.com/notes/btc-ln/BOLT 7 - p2p node and channel discovery/","title":"BOLT 7 - p2p node and channel discovery"},"https://phlip9.com/notes/btc-ln/BOLT 8 - secure noise transport/":{"body":"BOLT 8 - secure noise transport\n\nSource: https://github.com/lightning/bolts/blob/master/08-transport.md\nSummary\n \n #\n \n\n\nLightning connections use a 1.5 RTT Noise_XK handshake, which means the listener pubkey is pinned and the dialer pubkey is negotiated in-band.\nIn contrast, we moved from Noise_XX to a 1 RTT Noise_IK handshake in diem's secure transport. Privacy was not a requirement, but minimizing responder DH ops (two) and network messages (none) before authentication rejection (had a well-defined list of acceptable inbound pubkeys) was more important to reduce DDoS surface for liveness-sensitive consensus protocol. We also tried to mitigate handshake replays, which isn't possible w/ XK or XX.\nThe lightning Noise messages also use an encrypted message length, which needs its own separate MAC.\nThe max ln message length is u16::MAX == 65535. The max ln packet size is\n|msg len| + |msg len MAC| + |ln msg| + |ln msg MAC|\n= 2 + 16 + 65535 + 16\n= 65569\n\n","id":"https://phlip9.com/notes/btc-ln/BOLT 8 - secure noise transport/","title":"BOLT 8 - secure noise transport"},"https://phlip9.com/notes/btc-ln/atomic multipath payments (AMP)/":{"body":"atomic multipath payments (AMP)\n\nTODO: can apparently use AMP for non-interactive payments?\n1-share AMP = spontaneous payment\nSetup\n \n #\n \n\n\nAlice has two payment channels open with Bob (or some path to Bob), each with outbound capacity of 1 BTC. Alice wants to pay Bob 2 BTC.\nflowchart LR;\n\tA[Alice] -->|1:0| B;\n\tA[Alice] -->|1:0| B;\n\n\tB[Bob];\n\nProblem\n \n #\n \n\n\nNaively, Alice could pay Bob in two separate payments:\nPayment 1:\nflowchart LR;\n\tA[Alice] -->|0:1| B;\n\tA[Alice] -->|1:0| B;\n\n\tB[Bob];\n\nPayment 2:\nflowchart LR;\n\tA[Alice] -->|0:1| B;\n\tA[Alice] -->|0:1| B;\n\n\tB[Bob];\n\nHowever, if the second payment fails, the total 2 BTC payment is only paritally fulfilled and Alice has no way of getting the initial 1 BTC back without trust/coordination.\nSolution\n \n #\n \n\n\nAtomic Multipath Payments let you split a payment to a recipient and send each piece over completely separate routes, yet the recipient can only fully receive the payment if all pieces complete successfully.\nDesired Properties:\n+ Atomicity: Bob doesn't receive any money until all pieces of the payment come through.\n+ Avoid Payment Hash Reuse: Each payment piece has a distinct payment hash. (Why is this useful?)\n+ Order Invariance: The payment pieces can fulfill in any order.\n+ Non-interactive Setup: Bob doesn't have to know the transaction is an AMP.\nProtocol Sketch\n \n #\n \n\n\nlet ID = random value to identify the overall AMP\nlet V = total payment value\nlet n = # payments/routes\nlet v_1, .., v_n = V partitioned n ways, (exact values not important here)\nAlice needs to generate a base preimage (BP) to encumber the overall payment. When Bob eventually learns BP, the payment should be 100% complete.\nTo construct BP, Alice samples n partial shares s_1, .., s_n. BP is then the sum of all partial shares, BP = s_1 ^ .. ^ s_n.\nAlice then needs to construct n partial payments. For each payment, Alice constructs a partial payment preimage r_i = H(BP || i), which encumbers the i'th payment. The public partial payment hash h_i = H(r_i).\nAlice then initiates each partial payment by constructing a route to the destination with value v_i and payment hash h_i. Alice also includes some info (ID, n, s_i) to identify the overall AMP and this partial payment's additive share.\nFinally, when Bob receives all n payments, he can reconstruct BP = s_1 ^ .. ^ s_n. With BP, Bob can then reconstruct each partial payment preimage, which competes the total payment.\n","id":"https://phlip9.com/notes/btc-ln/atomic multipath payments (AMP)/","title":"atomic multipath payments (AMP)"},"https://phlip9.com/notes/btc-ln/breez lightning service providers/":{"body":"breez lightning service providers\n\nSource: https://medium.com/breez-technology/introducing-lightning-service-providers-fe9fb1665d5f\nRequirements for mainstream\n \n #\n \n\n\n\nminimize onboarding friction\n\nfriend asks \"do you accept lightning?\": 1st time inbound receive\n\nIDEAL USE CASE FOR LSPs IMO\n\n\nfriend asks \"can you pay me w/ lightning?\": 1st time outbound send\n\nuser onboards initial balance via fiat onramp\n\nI suppose user can just pay LSP directly huh!\n\n\nuser already has BTC in some wallet/exchange (low probability)\n\n\n\n\nhide complexity from user\n\nusers should not have to understand channels, channel management, HTLCs, etc...\nzero configuration\nonly a single balance (should be no BTC vs LN balance distinction)\n\nSee (https://blockonomi.com/submarine-swaps/)\n\n\nauto-rebalance channels in the background\n\nA user might have capacity spread across multiple channels (is there some way to just merge them all as more capacity is added?)\nEach channel might only have 20% of the total outbound capacity; we need to rebalance if the user wants to make a payment > 20% of their total capacity. (Or this is just an AMP?)\n\n\n\n\npredictable and low fee structure\n\nunfortunately, I think this is one downside w/ this approach.\nimagine user with low inbound liquidity recveives money from friend. the LSP needs on-chain TX to top up and will probably also add additional inbound capacity (to amortize) (right?). suddenly user gets \"unexpected\" cost, since they probably don't understand or can't see channel capacities and on-chain tx fees.\n\n\n\nProblems\n \n #\n \n\n\n\nWallet needs to be open and online in order to receive payments\nRecovering wallet on new device. Must ensure old Signal app/LN wallet stops running\n\ndefine: LSP == Lightning Service Providers\nLightning is to LSP as Internet is to ISP\nNetwork hub, centralizing liquidity is more efficient\nSee also: https://www.bitrefill.com/thor-lightning-network-channels/?hl=en\nand https://lnbig.com/#/open-channel\n\nLSPs front initial inbound liquidity to users\n\ncurrently Breez defaults to ~$50 initial inbound liquidity per user\n\n\nLSPs are the sole counterparty for wallet users. LSPs take on all of the complexity in managing the channel capacity, closing unused channels, fronting initial liquidity, accepting fiat to top-up channels, etc...\nLSPs handle ensuring connectivity and liquidity out to the rest of the LN, hiding this complexity from normal users.\nLSPs rebalance funds across their channels to ensure liquidity for users.\nLSPs can focus on reliability to ensure consistent uptime vs user-run wallets.\nTbh \"non-custodial\" is a bit of a misdirection, since in this case the LSP controls the wallet code :p.\n\nOf course, this doesn't seem to be a problem for everyone using Venmo, Whatsapp, etc... but those also run on fiat rails, which can revert fraud.\nApp cannot be compromised or all users' funds at risk\nLSP can be compromised (assuming no non-consensual send APIs exposed) without risking user funds (but can they? how are channel closes handled if we can't assume the users' LND clients are always live?).\nWhy even bother running a whole ass LND on each user's phone and instead just do fully custodial lightning? (definitely bad optics)\nFrom SEC perspective, ideal setup has clear separation b/w LND wallet and Signal app. From UX perspective, prev. is untenable wrt. complexity. Wallet must be integrated.\n\n\nMost LSPs have 30 channel maintainence guarantee, may close if inactive longer.\nLSP needs initial fee to charge for (1) initial channel open tx, (2) capital cost, (3) channel close tx, (4) small profit. Breez was ~$1 vs $50 fronted, almost 2% fee.\nLSPs also can charge fee on (1) lightning txs, (2) fiat onboarding.\n\n","id":"https://phlip9.com/notes/btc-ln/breez lightning service providers/","title":"breez lightning service providers"},"https://phlip9.com/notes/btc-ln/hosted channels/":{"body":"hosted channels\n\nHosted Channels (HC) are a new channel type that aren't backed by an on-chain HTLC. The Host side holds the money and the Client side trusts the host.\nHCs aren't enforceable on-chain but can still be advertised to the LN. They're more capital efficient and other nodes can use the public HCs.\nLooks like Simple Bitcoin Wallet is using Hosted Channels for first-time inbound receive?\n","id":"https://phlip9.com/notes/btc-ln/hosted channels/","title":"hosted channels"},"https://phlip9.com/notes/btc-ln/lightning libs/":{"body":"lightning libs\n\nImmortan is a minimal, privacy-focused, opinionated LN protocol implementation aimed to specifically power lite LN nodes which are mostly to be found on mobile phones or desktop computers and only run private channels.\nhttps://github.com/btcontract/IMMORTAN\nhttps://github.com/btcontract/wallet\nEclair (French for Lightning) is a Scala implementation of the Lightning Network.\nhttps://github.com/ACINQ/eclair\nBreez is a Lightning Network mobile client and a hub. It provides a platform for simple, instantaneous bitcoin payments.\nhttps://github.com/breez/breez\nhttps://github.com/breez/breezmobile\nhttps://github.com/breez/server\nrust-lightning LDK is a Lightning library written in Rust, with many modular pieces which are intended to be mixed and matched to enable Lightning functionality in many different kinds of projects.\nhttps://github.com/lightningdevkit/rust-lightning\ncloudhead/nakamoto: a privacy preserving BTC light client in Rust. Very modular. IO-free core protocol.\nhttps://github.com/cloudhead/nakamoto\n","id":"https://phlip9.com/notes/btc-ln/lightning libs/","title":"lightning libs"},"https://phlip9.com/notes/btc-ln/lightning network notes/":{"body":"lightning network notes\n\nHTLCs must clear quickly\n \n #\n \n\n\n\nHTLCs should clear quickly (like at most 30sec)\nEach pending HTLC adds an extra txout to your (refund?) tx, which costs you on-chain fees if you have to revoke.\nGood quality nodes should almost never (?) hold HTLCs for a long time.\nRustie proposal (offhand comment from Tadje circa 2019) means nodes will try to ascribe blame if an HTLC doesn't clear quickly.\n\nIf the path looks like A -> B -> C, and A sees HTLC pass some timeout, A will request proof (proof that B closed channel B <-> C with pending HTLC containing image of R) from B that he has also punished C for not publishing R (preimage) or A will punish B (by closing their channel A <-> B).\n\n\n\n","id":"https://phlip9.com/notes/btc-ln/lightning network notes/","title":"lightning network notes"},"https://phlip9.com/notes/btc-ln/lightning rod/":{"body":"lightning rod\n\nTODO, looks like some way to do offline payments via a trustless intermediary who will hold onto some state.\nhttps://medium.com/breez-technology/introducing-lightning-rod-2e0a40d3e44a\n\nCarl: What ended up happening to the LR offline?\nRoy (Breez): Didn't end up implementing it then b/c there's a limit to the number of HTLCs you can hodl, and in some nodes the limit is very low. There are other issues, like mobile notifications are not very reliable and if the payer doesn't connect afterwards it leads to channel being closed. All these can be mitigated, so it's possible we'll revisit now the network is a bit more stable.\n\n\nCarl: Signal is a VoIP app.\nCarl: VoIP applications have special privilege in iOS-land, so they can run a snippet of code upon notification\nPhilip: hmm so on iOS you can send a notification, which would trigger the Signal app to like check their channels or receive an async payment?\nCarl: yes I think so\n\n","id":"https://phlip9.com/notes/btc-ln/lightning rod/","title":"lightning rod"},"https://phlip9.com/notes/btc-ln/lightningdevkit - rust-lightning/":{"body":"lightningdevkit - rust-lightning\n\nGithub: https://github.com/lightningdevkit/rust-lightning/\nldk-sample node impl\n \n #\n \n\n\nhttps://github.com/lightningdevkit/ldk-sample\nrun:\n$ cargo run <bitcoind-rpc-username>:<bitcoind-rpc-password>@<bitcoind-rpc-host>:<bitcoind-rpc-port? <ldk_storage_directory_path> [<ldk-peer-listening-port>] [bitcoin-network] [announced-listen-addr announced-node-name]\n\ndeps:\n\n\nlightning\n\n\nlightning-block-sync = { features = [ \"rpc-client\" ] }\n\n\nlightning-invoice\n\n\nlightning-net-tokio\n\n\nlightning-persister\n\n\nlightning-background-processor\n\n\nbitcoin\n\n\nbitcoin-bech32\n\n\ntokio\n\n\nlooks like the sample assumes some bitcoind node running locally/accessible via rpc\nmain\n \n #\n \n\n\nSimplified and annotated\n// primary crate-specific logic\nuse crate::bitcoind_client::BitcoindClient;\nuse crate::disk::FilesystemLogger;\n\n// ..\n\n// Is this like the in-memory storage?\n// it says \"TODO: persist payment into to disk\" loe\npub(crate) type PaymentInfoStorage = Arc<Mutex<HashMap<PaymentHash, PaymentInfo>>>;\n\n// what is FilesystemPersister doing here? some extra indexed\n// data?\ntype ChainMonitor = chainmonitor::ChainMonitor<\n\tInMemorySigner,\n\tArc<dyn Filter + Send + Sync>,\n\tArc<BitcoindClient>,\n\tArc<BitcoindClient>,\n\tArc<FilesystemLogger>,\n\tArc<FilesystemPersister>,\n>;\n\npub(crate) type PeerManager = SimpleArcPeerManager<\n\tSocketDescriptor,\n\tChainMonitor,\n\tBitcoindClient,\n\tBitcoindClient,\n\tdyn chain::Access + Send + Sync,\n\tFilesystemLogger,\n>;\n\n// ok, this uses ChainMonitor, and chanmgr def needs to persist\n// so maybe that's why ChainMonitor has persistance?\npub(crate) type ChannelManager = SimpleArcChannelManager<\n\tChainMonitor,\n\tBitcoindClient,\n\tBitcoindClient,\n\tFilesystemLogger\n>;\n\n// what is E?\npub(crate) type InvoicePayer<E> = payment::InvoicePayer<\n\tArc<ChannelManager>,\n\tRouter,\n\tArc<Mutex<Scorer>>,\n\tArc<FilesystemLogger>,\n\tE,\n>;\n\n// this is Lightning Network router?\ntype Router = DefaultRouter<Arc<NetworkGraph>, Arc<FilesystemLogger>>;\n\n// ..\n\nasync fn handle_ldk_events(\n\tchannel_manager: Arc<ChannelManager>,\n\tbitcoind_client: Arc<BitcoindClient>,\n\tkeys_manager: Arc<KeysManager>,\n\tinbound_payments: PaymentInfoStorage,\n\toutbound_payments: PaymentInfoStorage,\n\tnetwork: Network,\n\tevent: &Event,\n) {\n\tmatch event {\n\n\t// client should gen a funding tx, then call\n\t// chanmgr::funding_transaction_generated. event generated in chanmgr.\n\tFundingGenerationReady {\n\t\ttemp_chan_id,\n\t \tchan_out_value,\n\t\tout_script,\n\t\tuser_chan_id (or 0 for inbound)\n\t} => {\n\t\tlet raw_tx = bitcoind.create_raw_transaction(outputs).await;\n\t\tlet funded_tx = bitcoind.fund_raw_transaction(raw_tx).await;\n\t\tlet signed_tx =\n\t\t\tbitcoind.sign_raw_transaction_with_wallet(funded_tx.hex).await;\n\t\tlet final_tx = encode::deserialize(signed_tx.hex);\n\t\tchanmgr.funding_transaction_generated(temp_chan_id, final_tx);\n\t}\n\n\t// got that cash money babyyy\n\t// need to find the payment preimage and feed it to chanmgr::claim_funds\n\t// if we can't find it, hit up chanmgr::fail_htlc_backwards\n\t// note: might get multiple events for a single inbound payment :O\n\tPaymentReceived { payment_hash, purpose, amt, .. } => {\n\t\tlet mut payments = inbound_payments.lock();\n\t\tlet (preimage, secret) = match purpose {\n\t\t\t// \t\t\t\t\t vvvvvvvv can be None?\n\t\t\tPaymentPurpose::Invoice { preimage, secret } => { /*..*/ }\n\t\t\tPaymentPurpose::Spontaneous(preimage) => { (preimage, None) }\n\t\t};\n\t\t// vvvvvvvv unwrap????\n\t\tlet status = chanmgr.claim_funds(preimage.unwrap());\n\t\tlet status = if status { HTLCStatus::Succeeded } else { Failed };\n\t\tpayments.upsert(payment_hash, { status, preimage, secret, amt });\n\t}\n\n\t// outbound payment succeeded! made its way to the target and we got\n\t// the preimage back!\n\tPaymentSent { preimage, payment_hash, fee_paid, .. } => {\n\t\tlet mut payments = inbound_payments.lock();\n\t\tif let Some(payment) = payments.find_mut(payment_hash) {\n\t\t\tpayment.preimage = Some(preimage);\n\t\t\tpayment.status = Succeeded;\n\t\t}\n\t}\n\n\t// outbound payment failed. PaymentPathFailed events provide extra info\n\t// also for each individual path in a MPP. provided when payment no\n\t// longer retryable (either b/c of many timeouts or\n\t// called chanmgr::abandon_payment).\n\tPaymentFailed { hash, .. } => {\n\t\tif let Some(payment) = inbound_payments.lock().get_mut(hash) {\n\t\t\tpayment.status = Failed;\n\t\t}\n\t}\n\n\t// gen'd when we successfully forward a payment through our node and\n\t// earn a forwarding fee\n\tPaymentForwarded { fee_earned, claim_from_onchain_tx } => {\n\t\tlog(/* .. */);\n\t}\n\n\t// you should call chanmgr::process_pending_htlc_forwards some time\n\t// in the future\n\tPendingHTLCsForwardable { time_forwardable } => {\n\t\tlet min = time_forwardable.as_millis();\n\t\t// spawns a task that calls chanmgr::process_pending_htlc_forwards\n\t\t// after random time in range [min, 5*min]\n\t}\n\n\t// some of your tx outputs were confirmed on-chain and are now spendable.\n\t// you _must_ store & spend these outputs asap (?).\n\tSpendableOutputs { outputs } => {\n\t\tlet spending_tx = keysmgr.spend_spendable_outputs(outputs, /* .. */);\n\t\tbitcoind.broadcast_tx(spending_tx);\n\t}\n\n\t// one of our channels is being closed. e.g., force close, coop close,\n\t// funding tx timeout, d/c'd peer.\n\tChannelClosed { chanid, reason, user_chanid } => { /* log */ }\n\n\t// we can abandon the funding tx and recycle inputs for another purpose\n\tDiscardFunding { chanid, tx } => {\n\t\t// A \"real\" node should probably \"lock\" the UTXOs spent in funding\n\t\t// transactions until the funding transaction either confirms, or\n\t\t// this event is generated.\n\t}\n\n\t// a path for an outbound payment succeeded. useful for scoring nodes\n\t// on the path?\n\tPaymentPathSuccessful { /* ignore? */ }\n\n\t// an outbound HTLC failed. probably someone dropped us on the floor.\n\t// might be able to retry with a different route.\n\t// Note: doesn't indicate failure for a MPP payment.\n\tPaymentPathFailed => { /* ignore? */ }\n\n\t}\n}\n\nasync fn start_ldk() {\n\t// 1. create data directory\n\t// 2. connect to bitcoind rpc\n\t// 3. check we're on same network as bitcoind\n\t// 4. init broadcaster interface (uses bitcoind)\n\t// 5. init persistance (FilesystemPersister(dir))\n\t// 6. init chain monitor (uses bitcoind + fs persister)\n\t// 7. init keys manager (uses a 32B seed file to derive other keys)\n\t// 8. read channel monitor state from disk (could be empty?)\n\n\t// 9. init channel manager\n\t//\t 9.a. if no dir/manager file, then fresh node\n\t// 9.a.1. use latest block hash/height and freash chan manager\n\t// 9.b. read chan manager state from fs\n\n\t// 10. sync chan mons and chan mgr to chain tip (if restarting node)\n\t// 10.a. go through each chan mon and sync\n\t// (via init::synchronize_listeners)\n\n\t// 11. tell chain mon to watch each chan\n\t// 12. try to read any persisted network graph state\n\t// 13. spawn a task that persists the network graph every 10min\n\t// \t (note: not safety critical, can always just re-gossip)\n\t// 14. init peer mgr (needs node secret, ln msg handler uses chan mgr\n\t// \t and route handler (NetGraphMsgHandler))\n\t// 15. init inbound net\n\t//\t 15.a. bind to port.\n\t// 15.b. spawn a lightning_net_tokio::setup_inbound(peermgr) task for\n\t// every inbound connection.\n\t// 16. spawn a task that polls the best chain tip every 1s.\n\t// 17. spawn a task that persists the scorer (used for scoring channels\n\t// \t to find lowest fee path) every 10min.\n\t// 18. init main event handler (top-level app events you should handle)\n\t// 19. init InvoicePayer (utility for paying Invoices and sending pymts)\n\t// \t this takes the event handler, router, chanmgr, and scorer\n\t// 20. init BackgroundProcessor (this fwds events to the InvoicePayer,\n\t//\t periodically backs up chanmgr, drives clock on chanmgr and\n\t// \t and peermgr, periodically clear stale chans in net graph)\n\t// 21. spawn a task that tries to reconnect with channel peers every 1s\n\t// 22. spawn a task that broadcasts our node_announcement every 1min\n}\n\n","id":"https://phlip9.com/notes/btc-ln/lightningdevkit - rust-lightning/","title":"lightningdevkit - rust-lightning"},"https://phlip9.com/notes/btc-ln/submarine swaps/":{"body":"submarine swaps\n\nProblem\n \n #\n \n\n\nIt is crucial for UX that there is no distinction b/w on-chain BTC and off-chain LN capacity. Transfers b/w on-chain BTC and off-chain LN wallets should also happen in one step and with minimal fees.\nWithout submarine swaps you need an intermediate step where you first transfer LN funds to an on-chain BTC wallet, then pay the BTC. Another way to look at BTC -> LN is for topping up an existing LN channel.\nNote: a submarine swap can't increase the total channel capacity, just fill your inbound/outbound side sending/receiving on-chain BTC (unless you are a client of an LSP who will open a zero-conf channel to your node).\nSubmarine Swaps claim to solve this problem.\nDefine\n \n #\n \n\n\n\nSubmarine swaps transfer funds between the base-layer chain and the second-layer Lightning Network through (paid) intermediaries — importantly — without trust. In effect, Submarine Swaps can bridge users’ on-chain and off-chain balances. Source\n\n\nSubmarine swaps are atomic on-chain to off-chain swaps (and vice-versa) of cryptocurrencies. Source\n\nSubmarine swaps rely on a trustless intermediary or \"swap provider\".\nProtocol\n \n #\n \n\n\non-chain BTC -> off-chain LN channel\n\n\nUser sends on-chain BTC contract + LN invoice to the swap provider.\nThis swap contract is an HTLC; if the swap provider fails to execute in time, the user can reclaim their funds.\n\n\nThe preimage in the swap contract is used by the swap provider as proof of payment to claim the on-chain BTC at the swap address.\nThe swap provider will not know the preimage unless the LN invoice is paid.\n\n\nIf successful, the off-chain LN channel will be filled with the corresponding amount and the swap provider can claim the funds in the HTLC.\n\n\nMisc\n \n #\n \n\n\nActually execute a swap (0.20% fee as of 2021/12/12): https://submarineswaps.org/\nSee src for a swaps service: https://github.com/submarineswaps/swaps-service\n\nBreez uses Submarine Swaps to move on-chain bitcoin directly to the user’s Lightning node without the need to send the funds to a local bitcoin wallet first. As a result, users only see and manage their Lightning balance without a need to manage a separate on-chain balance.\n\nCan execute Submarine Swaps across chains (i.e., spend on-chain ETH to fill off-chain LN channel)\nAdded privacy benefit: with a submarine swap, you effectively wash the BTC and receive uncorrelated Lightning.\n","id":"https://phlip9.com/notes/btc-ln/submarine swaps/","title":"submarine swaps"},"https://phlip9.com/notes/btc-ln/zero-conf channels/":{"body":"zero-conf channels\n\nhttps://medium.com/breez-technology/lightning-payment-channels-a-flavor-for-every-palette-53cb975907ea\n[bitcoin-dev] [Opt-in full-RBF] Zero-conf apps in immediate danger\ndef: zero-conf app\nAccepts on-chain payment from untrusted party and possibly delivers product/service depending on risk factors.\nRisk Analysis:\n\nIf incoming txn is RBF (direct or inherited)\n\nthen the txn is too risky; wait for 1+ conf, since it can be replaced at any time\n\n\nIf the payment amount is for an amount greater than X\n\nthen the txn is too risky; wait for 1+ conf, since the amount is worthy of a sophisticated attacker\n\n\nElse\n\nwait for txn to propagate through mempool\nIf there's no double-spend attempt, then accept zero-conf.\n\n\n\nIf receiving from fully untrusted third parties, zero-conf apps should be willing to tolerate an expected loss.\nhttps://github.com/lightning/bolts/issues/565#issuecomment-460601680\nhttps://bitcoinops.org/en/topics/zero-conf-channels/\n","id":"https://phlip9.com/notes/btc-ln/zero-conf channels/","title":"zero-conf channels"},"https://phlip9.com/notes/combinatorics/":{"body":"","id":"https://phlip9.com/notes/combinatorics/","title":"combinatorics"},"https://phlip9.com/notes/combinatorics/k-combinations of a multiset/":{"body":"k-combinations of a multiset\n\ndef: Multiset\n \n #\n \n\n\nA multiset is just a set that may contain duplicates. For example, [a, a, b, b, b, c] is a multiset in a flattened, array-like representation. We could just as easily write it in a compact, map-like representation: { a: 2, b: 3, c: 1 }. Here, we take each unique element and associate it with its number of occurances in the multiset.\nMultisets are a natural representation for many common objects in combinatorics, and are often used to model rolling multiple dice, counting cards by suite, and so on.\nWhen representing multisets computationally, it's often convenient to represent them as a sorted array. That way, we'll have exactly one canonical representative for each multiset. This trick can enable further optimizations for us to exploit.\ndef: k-Combinations of a Multiset\n \n #\n \n\n\nThe k-combinations of a multiset are all k-length combinations drawn from the given multiset. Since these are combinations and not permutations, the order is not important (so the permutations [1, 1, 2, 2] and [1, 2, 1, 2] and [2, 2, 1, 1] and ... are all equivalent).\nThe elements are also drawn without replacement, so an element only appearing twice in the multiset should only ever appear at most twice in any combination.\nTo get a better idea of what we're talking about, suppose we've just rolled 6 dice and they come up as [1, 1, 2, 2, 2, 3]. How many different ways can we select 4 of the 6 dice to re-roll? As you can probably guess, these are just the 4-combinations of the above multiset.\nListing out the 4-combinations of mset = [1, 1, 2, 2, 2, 3] in lexicographic order:\n[1, 1, 2, 2]\n[1, 1, 2, 3]\n[1, 2, 2, 2]\n[1, 2, 2, 3]\n[2, 2, 2, 3]\n\nInsight\n \n #\n \n\n\nIf you stare at the list above for a bit, you might notice something interesting. If we list out the combinations in sorted order, the first combination is always mset[0..k] and the last combination is always mset[n-k..n], where mset the multiset, k is the length of each combination, n is the number of elements in the multiset mset, and a..b is Rust range syntax for integers between a (inclusive) and b (exclusive).\nThis property will come in handy in a moment when we write an algorithm to generate the k-combinations, since these two k-combinations give us our start and end points. In other words, we'll start generating combinations from mset[0..k] and we'll know we've finished when the current combination equals mset[n-k..n]\nI'll leave the general proof as an exercise for the reader : )\nAlgorithm\n \n #\n \n\n\nSee also: http://www.martinbroadhurst.com/combinations-of-a-multiset.html\nHere is the core function, which takes mset, a sorted multiset slice, and arr the previous generated combination. We modify arr in-place to the next combination.\nIf there are no combinations left to generate, the function returns true.\nfn next_mset_comb<T>(\n\t// this is the original multiset in flattened,\n\t// array-like representation\n\tmset: &[T],\n\t// this is the _previous_ combination, also in flattened\n\t// array-like representation\n\tarr: &mut [T],\n) -> bool\nwhere\n T: Clone + PartialOrd,\n{\n\tlet n = mset.len();\n\tlet k = arr.len();\n\n\tlet last = &mset[(n-k)..n];\n\n\t// find the rightmost element in `arr` that is less\n\t// than the \"max\" value it can have (which is the\n\t// same as the element in the final combination at the\n\t// same index)\n\tlet maybe_next_idx = (&*arr).into_iter()\n\t\t.zip(last.into_iter())\n\t\t.rposition(|(x, l)| x < l);\n\n\tlet (i, x) = match maybe_next_idx {\n\t\tSome(i) => (i, &arr[i]),\n\t\tNone => return true, // done!\n\t};\n\n\t// find the successor element (the next element in the\n\t// multiset greater than arr[i])\n\tlet maybe_succ_idx = mset.into_iter().position(|y| x < y);\n\n\tlet j = match maybe_succ_idx {\n\t\tSome(j) => j,\n\t\t// since we've already checked we're not at the end,\n\t\t// it cannot happen that there is no successor.\n\t\tNone => unreachable!(),\n\t};\n\n\t// replace arr[i] with its successor and all subsequent in arr with\n\t// the subsequent in the original multiset.\n\tarr[i..k].clone_from_slice(&mset[j..(j + (k - i))]);\n\n\t// not done yet : )\n\tfalse\n}\n\nWe can also use the above to write an Iterator over the k-combinations. This Iterator has a nice advantage in that it only uses constant space while iterating, so no need for a big temporary array.\nstruct KCombsIter<T> {\n mset: Vec<T>,\n comb: Vec<T>,\n done: bool,\n}\n\nimpl<T> KCombsIter<T>\nwhere\n T: Clone + PartialOrd + Ord,\n{\n fn new(mset: Vec<T>, k: usize) -> Self {\n assert!(k <= mset.len());\n assert!(is_sorted(mset.iter()));\n\n let comb = mset[0..k].to_vec();\n\n Self {\n mset,\n comb,\n done: false,\n }\n }\n}\n\nimpl<T> Iterator for KCombsIter<T>\nwhere\n T: Clone + PartialOrd + Ord,\n{\n type Item = Vec<T>;\n\n fn next(&mut self) -> Option<Self::Item> {\n if !self.done {\n let comb = self.comb.clone();\n self.done = next_mset_comb(&self.mset, &mut self.comb);\n Some(comb)\n } else {\n None\n }\n }\n}\n\nSee the complete code in action on the Rust Playground: https://play.rust-lang.org/?version=stable&mode=debug&edition=2021&gist=6d08a5fa898eb5e43f9a0f7d30fdd0ad\nThe above may be slightly wasteful for certain usecases, since it needs to allocate on each iteration. For your specific usage, you'll want to specialize the representation of the multiset itself in order to squeeze out every last drop of perf.\nFor example, in my Kingdome Come: Deliverance - Optimal Dice Strategy algorithm, you can see the bit-packed DiceVec, which represents a roll of 0 to 6 dice packed into a single u64 and the likewise specialized iterator DiceVecMultisetsIter, which uses SIMD to manipulate the multisets and doesn't need any intermediate allocation.\n","id":"https://phlip9.com/notes/combinatorics/k-combinations of a multiset/","title":"k-combinations of a multiset"},"https://phlip9.com/notes/confidential computing/":{"body":"","id":"https://phlip9.com/notes/confidential computing/","title":"confidential computing"},"https://phlip9.com/notes/confidential computing/enarx (WASM TEE)/":{"body":"enarx (WASM TEE)\n\nsite: https://enarx.dev\nTEE\n \n #\n \n\n\n\nTrusted Execution Environments (TEEs) allow organizations to run applications within a set of memory pages that are encrypted with a secret key by the host CPU in such a way that these pages are not accessible to the operating system or any other software, even running at the highest privilege level.\nThere are currently two leading models of TEEs:\n\nProcess-based: current implementations include Intel’s SGX (Software Guard eXtensions).\nVM-based: current implementations include AMD’s SEV (Secure Encrypted Virtualization).\n\nApplications that need to run in a TEE must be developed specifically for each platform, and they differ significantly depending if it’s a process-based or VM-based TEE model. Additionally, they must implement something called attestation, which is a validation process for the TEE to prove that it’s genuine before it can be trusted by the application. Rewriting the application or the custom VMM that runs it, as well as the attestation, for each hardware platform is extremely complex and time-consuming.\nIn the next section, we will introduce Enarx, an open source framework for running applications in TEEs that addresses many of the issues raised. We’ll give a simplified overview of the component architecture of Enarx (and how it allows for support for multiple hardware platforms) and the process of creating and deploying applications to TEE instances using Enarx.\n\nEnarx\n \n #\n \n\n\n\nEnarx is a framework for running applications in TEE instances – which we refer to as “Keeps”–without the need to trust lots of dependencies, without the need to rewrite the application, and without the need to implement attestation separately.\nEnarx aims to minimize the trust relationships required when executing applications, meaning that the only components which need to be trusted are: the CPU and associated firmware, the workload itself, and the Enarx middleware, which is fully open source and auditable. Applications run without any of the layers in the stack (e.g. hypervisor, kernel, user-space) being able to look into or alter the Keep or its contents.\nIt provides a WebAssembly runtime, based on wasmtime, offering developers a wide range of language choices for implementation, including Rust, C, C++, C#, Go, Java, Python and Haskell. It is designed to work across silicon architectures transparently to the user so that the application can run equally simple on Intel platforms (SGX or the recently-announced TDX), AMD platforms (SEV) or forthcoming platforms such as Arms’ Realms and IBM’s PEF - all without having to recompile the application code.\nEnarx is CPU-architecture independent, enabling the same application code to be deployed across multiple targets, abstracting issues such as cross-compilation and differing attestation mechanisms between hardware vendors.\nEnarx provides attestation, packaging and provisioning of the application to take place in a way which is transparent to the user. Every instance of an application goes through three steps:\n\nAttestation: Enarx checks that the host to which you’re planning to deploy is a genuine TEE instance.\nPackaging: Once the attestation is complete and the TEE instance verified, the Enarx management component encrypts the application and any required data.\nProvisioning: Enarx then sends the application and data along to the host for execution in the Enarx Keep.\n\nAt no point is the host system able to look inside or change the code or data within a Keep. Thus, Enarx allows organizations with sensitive code or data to run their applications with strong integrity and confidentiality protections.\n\nComponents\n \n #\n \n\n\n\nThreat Model\n \n #\n \n\n\n\n\n\nEnarx provides four layers in the run-time stack. Working from the lowest up, they are:\n\na VMM (Virtual Memory Manager)\na microkernel (μkernel)\na WASM runtime (WebAssembly)\na WASI implementation (WebAssembly System Interface).\n\n\nAttestation\n \n #\n \n\n\nAn application which is going to run in an Enarx Keep needs to attest two things:\n\nThe hardware TEE providing Keeps.\nA measurement of the Enarx runtime. This means that Red Hat may need to launch a service to abstract attestation. The way that this works is that the client requests attestation from Enarx. Enarx supplies a blob. The client forwards this to Red Hat. Red Hat will then complete attestation of the h/w environment and translate the measurements of Enarx into a something which allows you to identify the specific version of Enarx.\n\n(??? what is Red Hat in this case? the abstract cloud provider? is \"requests from Enarx\" like request from a local library, or actually hitting an API??)\nFrom the client’s point of view, the attestation steps of Enarx end up with the following two cryptographically validated assertions:\n\nThe TEE type and version;\nThe Enarx version and integrity. The attestation processes associated with the various hardware architectures are very different (see SEV architectural and SGX architectural): providing a common mechanism to abstract this is expected to be a major part of the work associated with this project.\n\n\nAMD SEV Remote Attestation Protocol\n \n #\n \n\n\nGoal\n \n #\n \n\n\nThis protocol allows a tenant to:\n\nVerify the platform certificate chain belonging to the remote host where the Enarx Keep is constructed\nEstablish a secure channel with the remote CPU AMD Secure Processor (AMD SP) on the remote host\nCompare its own measurement of the guest's initial state with the AMD SP's measurement from the untrusted host\nSafely deliver its workload to the AMD SP\n\nThis protocol maps the regular SEV launch procedure onto a simple client-server model (client sends request to server; server sends its response to client). In fact, the message formats are comprised of data structures defined in the AMD SEV specification.\nIt is a short, serialized exchange. More importantly, however, it is meant to be an “atomic” transaction. What this means is that the client and the backend complete attestation successfully in this exchange or they don’t. There are no “in-between” end conditions. Therefore, neither party should have any expectation of “retrying” a previous step. It is always forward progress or none at all. As the orchestrator, it is the Keep Manager’s responsibility to know if the keep becomes defunct during attestation, launch, or normal operation. It is expected that the Keep Manager will inform the client of an appropriate error condition and tear down the defunct Keep if necessary.\nMessage Formats\n \n #\n \n\n\nThe data structures defined in the SEV specification form the substrate for this protocol. As a result, message payloads are binary structures. The messages for this protocol are CBOR-encoded. They will be represented here in Concise Data Definition Language (CDDL).\nmessage = {\n certificate-chain-naples //\n certificate-chain-rome //\n launch-start //\n measurement //\n secret //\n finish\n}\n\ncertificate-chain-naples = (\n \"ark\": certificate-ca-small,\n \"ask\": certificate-ca-small,\n \"pdh\": certificate-sev,\n \"pek\": certificate-sev,\n \"oca\": certificate-sev,\n \"cek\": certificate-sev,\n)\n\ncertificate-chain-rome = (\n \"ark\": certificate-ca-large,\n \"ask\": certificate-ca-large,\n \"pdh\": certificate-sev,\n \"pek\": certificate-sev,\n \"oca\": certificate-sev,\n \"cek\": certificate-sev,\n)\n\nlaunch-start = (\n \"policy\": policy,\n \"pdh\": certificate-sev,\n \"session\": session,\n)\n\nmeasurement = (\n \"build\": build,\n \"measurement\": bytes .size 32,\n \"nonce\": bytes .size 16,\n)\n\nsecret = (\n \"header\": {\n \"iv\": bytes .size 16,\n \"mac\": bytes .size 32,\n },\n \"ciphertext\": bytes,\n)\n\nfinish = /* TODO */\n\nversion = (\n \"major\": uint .size 1,\n \"minor\": uint .size 1,\n)\n\nbuild = (\n \"version\": version,\n \"build\": uint .size 1,\n)\n\npolicy = (\n \"flags\": uint .size 2,\n \"minfw\": version,\n)\n\nsession = (\n \"nonce\": bytes .size 16,\n \"wrap_tk\": bytes .size 32,\n \"wrap_iv\": bytes .size 16,\n \"wrap_mac\": bytes .size 32,\n \"policy_mac\": bytes .size 32,\n)\n\nSequence Diagram\n \n #\n \n\n\n\nSyscall Proxy\n \n #\n \n\n\nEnarx needs to support Keeps that are built on encrypted virtual machine technologies such as AMD SEV and IBM Power PEF. This means that we need to boot an operating system inside the guest VM. However, existing operating systems do not meet the Enarx design principles (especially: minimal trusted computing base [TCB], external network stack and memory safety). Therefore, this page outlines a plan for building a minimal OS which intends to service only the minimal requirements to run Enarx.\nExisting Systems\n \n #\n \n\n\nA traditional virtualization stack (such as Qemu + Linux) is typically composed of four components:\n\nThe Virtual Machine Manager (e.g. Qemu)\nThe VM BIOS / Firmware (e.g. OVMF)\nThe Guest Bootloader\nThe Guest Kernel\n\nThe Plan\n \n #\n \n\n\nIn order to remove these problems, Enarx plans to produce three components when running in a VM-based TEE:\n\nThe Enarx VMM\nThe Enarx μKernel\nThe Enarx Userspace WASM / WASI Runtime\n\nThese three components will be tightly coupled and shipped as an integrated system. The interfaces between the components will be considered an internal implementation detail that can be changed at any time. Enarx tenants will validate the cryptographic measurement of the three components (VMM Guest Memory Setup, μKernel and Userspace Runtime) as a single unit to reduce combinatorial complexity.\n\nIn order to keep the TCB small, especially the exclusion of a full network stack, we intend to proxy syscalls to the host. This allows us to use as many of the host resources as possible while maintaining a small Keep size. It also allows for performance optimizations as Enarx gets more mature. The above chart shows a full trace of a single syscall across the various components. This works as follows:\n\n\nAn Enarx application, compiled to WebAssembly, makes a WASI call, for example: read(). This causes a transition from the JIT-compiled code into our guest userspace Rust code. This does not entail a full context switch and should be fast.\n\n\nThe hand-crafted Rust code should translate the WASI call into a Linux read() syscall. From here we leave Ring 3 (on x86; other architectures have similar structures) and jump into the μKernel, performing a context switch. At this point, some syscalls will be handled internally by the μKernel, for example, memory allocation where the virtual machine has sufficiently allocated pages to handle the request immediately.\n\n\nAll syscalls which cannot be handled internally by the μKernel must be passed to the host, so the guest μKernel passes the syscall request to the host (Linux) kernel. As an optimization, some syscalls may be handled by the host (Linux) kernel directly. For example, read() of a socket can be handled immediately by the host kernel, avoiding future context switches. This requires the (future) development of a Linux kernel module to handle these request directly in the host kernel. Since this is an optimization step, we can wait until the interfaces have settled before pursuing this.\n\n\nAll syscalls which cannot be handled internally by the host kernel must cause a vmexit in the host VMM. For example, a request for additional pages to be mapped into the guest must be passed to the VMM since that is the component which manages the allocated pages. Like previous layers, any syscalls which can be handled directly in the VMM (for example allocation from a pre-allocated memory pool) should be handled immediately to avoid future context switches.\n\n\nIn some cases, the VMM will have to re-enter the host kernel in order to fulfil the request. This is the slowest performance path and should be avoided wherever possible.\n\n\nSyscall Categories and their Layers\n \n #\n \n\n\n\n\nMemory Allocation: Memory allocation syscalls should be served by the μKernel from pre-allocated pools of huge pages. Allocation of huge pages should be passed through to the host layers.\n\n\nNetworking: All networking syscalls should be passed to the host layers. This ensures that the network stack lives outside the TCB.\n\n\nFilesystem: The guest μKernel should implement a filesystem on top of block encryption and authentication. Block IO should be passed to the host layers. It may even be possible to implement this functionality directly in userspace to reduce the number of context switches. Block authentication, block encryption and the filesystem should be implemented as reusable crates for use in other (non-VM-based keep) contexts.\n\n\nThreading: Techniques like NUMA are extremely hard to implement. Therefore, the μKernel should pass this to the host layers where possible. One particular strategy to accomplish this is to perform vCPU hotplug. When a new thread is created in the guest userspace, a new vCPU is created by the VMM. Therefore there is always a 1:1 mapping between userspace threads and vCPUs. The guest μKernel can pool pre-allocated vCPUs to increase performance.\n\n\nFAQ\n \n #\n \n\n\nWhy not do containers?\n \n #\n \n\n\nWould it be possible to implement containers within TEEs? That depends somewhat on the TEE implementation, but the answer is a \"kind of yes\". However, when you run containers on a host, the interactions that the container runtime has with the host leak all sorts of information that we really don't want to be making available to it. One of the design goals of Enarx is to reduce the number of layers that you need to trust, so this isn't a great fit. We know that containers are great, and one of the interesting sets of questions around Enarx revolves around exactly how you orchestrate Keeps, but whatever that looks like, we won't be doing something which meets the specification for containers, for the reasons outlined above.\n(wish they were a bit more specific about this)\nWill Enarx offer protection against side-channel attacks?\n \n #\n \n\n\nThe short answer is yes, where possible. To expand on this, first of all this is only a goal for now, as we won't be focusing our efforts on it immediately given we are still working on core functionality. Secondly, it is likely to be impossible to mitigate all side-channel attacks, but we certainly will attempt to do so where possible, as part of our aim to make Enarx Keeps as secure as possible.\nTEE vs TPM\n \n #\n \n\n\nYou could implement many of the capabilities of a TPM within a TEE, but it doesn't make sense to create a \"full\" TPM implementation within a TEE on two levels:\n\nOne of the key points of a TPM is that it's linked to the hardware, meaning that the boot sequence can be tied into PCRs (Platform Configuration Registers). TEEs aren't necessarily suitable as Hardware-Based Roots of Trust.\nEnarx provides a general processing environment. The capabilities of a TPM are carefully scoped, and to meet the requirements of the TCG (Trusted Computing Group, the standards body for TPMs), you need to implement these very carefully.\n\nTEE vs HSM\n \n #\n \n\n\nHSM's provide higher levels of protection than TEEs, but are separate modules, accessed via PCI bus, network, etc. TEEs are integral to the CPU packages on a motherboard. Both HSMs and TEE instances can be used as general-function processing units (depending on the model), and both can be programmed for particular uses (e.g. PKCS#11 modules). The cost of HSMs is high (typically thousands of dollars), whereas TEEs are integral to a chipset. The work to program an HSM is difficult.\n","id":"https://phlip9.com/notes/confidential computing/enarx (WASM TEE)/","title":"enarx (WASM TEE)"},"https://phlip9.com/notes/confidential computing/fortanix rust tutorial/":{"body":"fortanix rust tutorial\n\nSource: https://edp.fortanix.com/docs/installation/guide/\nNext time, also check out: https://docs.conclave.net/machine-setup.html\nWindows SGX setup: https://dqdongg.com/windows/2020/05/31/Windows-sgx.html\nFortanix on Azure DCsv3 VM\n \n #\n \n\n\nIf you don't have a recent Intel CPU that supports SGX, you'll need to develop on a remote machine.\nThis tutorial will show you how to get the basic toolchain set up for developing Fortanix rust-sgx applications on a remote Azure VM that supports SGX confidential compute.\nCreate our VM\n \n #\n \n\n\nWe're using Ubuntu 20.04 LTS here. If you use an older Ubuntu version, you will experience problems.\n$ az vm create \\\n\t--name sgx-test \\\n\t--resource-group sgx-test_group \\\n\t--size Standard_DC1s_v3 \\\n\t--image Canonical:0001-com-ubuntu-server-focal:20_04-lts-gen2:latest\n\n{\n \"fqdns\": \"\",\n \"id\": \"/subscriptions/XXXXXXX-XXXX-XXXX-XXXX-XXXXXXXXX/resourceGroups/sgx-test_group/providers/Microsoft.Compute/virtualMachines/sgx-test\",\n \"location\": \"westus\",\n \"macAddress\": \"..\",\n \"powerState\": \"VM running\",\n \"privateIpAddress\": \"10.0.0.4\",\n \"publicIpAddress\": \"..\",\n \"resourceGroup\": \"sgx-test_group\",\n \"zones\": \"\"\n}\n\nSanity check for SGX support\n \n #\n \n\n\n$ ssh phlip9@XX.XX.XX.XX\n\n# The SGX kernel device should be available\nsgx-test:~$ ls -la /dev | grep sgx\ndrwxr-xr-x 2 root root 80 Apr 26 20:10 sgx\ncrw-rw-rw- 1 root root 10, 125 Apr 26 20:10 sgx_enclave\ncrw-rw---- 1 root sgx_prv 10, 126 Apr 26 20:10 sgx_provision\n\n# Kernel log should say something about SGX\nsgx-test:~$ sudo dmesg | grep -i sgx\n[ 0.543687] sgx: EPC section 0x2c0000000-0x3bfffffff\n\nIf you've built the sgx-detect fortanix tool locally (targetting x86_64-unknown-linux) you can try scp'ing that over. It won't work just yet, since don't all SGX system libs installed.\n# Try copying over a pre-built sgx-detect\n$ scp ~/dev/fortanix-rust-sgx/target/release/sgx-detect phlip9@XX.XX.XX.XX:~/\n\nsgx-test:~$ ./sgx-detect\n./sgx-detect: error while loading shared libraries: libsgx_dcap_ql.so.1: cannot open shared object file: No such file or directory\n\n(Ubuntu/Debian) Install SGX libraries via APT\n \n #\n \n\n\nAdding deb repos with SGX dependencies.\n# For the Intel `libsgx-` dependencies.\n$ echo 'deb [arch=amd64] https://download.01.org/intel-sgx/sgx_repo/ubuntu focal main' | sudo tee /etc/apt/sources.list.d/intel-sgx.list\n$ wget -qO - https://download.01.org/intel-sgx/sgx_repo/ubuntu/intel-sgx-deb.key | sudo apt-key add -\n\n# (Optional) If you need `clang`.\n# $ echo \"deb http://apt.llvm.org/focal/ llvm-toolchain-focal-10 main\" | sudo tee /etc/apt/sources.list.d/llvm-toolchain-focal-10.list\n# $ wget -qO - https://apt.llvm.org/llvm-snapshot.gpg.key | sudo apt-key add -\n\n# (Optional) If you're using the Azure DCAP client, `az-dcap-client`.\n# $ echo \"deb [arch=amd64] https://packages.microsoft.com/ubuntu/20.04/prod focal main\" | sudo tee /etc/apt/sources.list.d/msprod.list\n# $ wget -qO - https://packages.microsoft.com/keys/microsoft.asc | sudo apt-key add -\n\n$ sudo apt update\n\n# You should see libsgx things here now.\n$ apt search libsgx\nlibsgx-ae-epid/unknown 2.15.101.1-bionic1 amd64\n Intel(R) Software Guard Extensions QE and PvE\n# ..\nlibsgx-urts-dbgsym/unknown 2.15.101.1-bionic1 amd64\n debug symbols for libsgx-urts\n\n$ sudo apt upgrade\n\n# You may need these if you're doing more than just running `sgx-detect`.\n# $ sudo apt install \\\n# \tclang-10 libssl-dev gdb libsgx-enclave-common libsgx-quote-ex \\\n# \tlibprotobuf17 libsgx-dcap-ql libsgx-dcap-ql-dev az-dcap-client \\\n# \topen-enclave ninja-build\n\n# SGX dependencies\n$ sudo apt install libsgx-enclave-common libsgx-quote-ex libsgx-dcap-ql libsgx-dcap-ql-dev\n\n# Standard dev tools\n$ sudo apt install build-essential libssl-dev pkg-config\n\n# Fortanix needs protoc for the AESM client\n$ sudo apt install protobuf-compiler\n\n# Install rust\n$ curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh\n\n# Add SGX target\n$ rustup target add x86_64-fortanix-unknown-sgx\n\n(macOS, build-only) Install SGX deps via Homebrew\n \n #\n \n\n\n$ brew install protobuf\n\n# Install rust\n$ curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh\n\n# Add SGX target\n$ rustup target add x86_64-fortanix-unknown-sgx\n\nBuild and run Fortanix sgx-detect tools\n \n #\n \n\n\nLet's verify our install with sgx-detect.\n\n\n# # Install fortanix SGX tools (via crates.io)\n# $ cargo install fortanix-sgx-tools sgxs-tools\n# # Failed b/c published crates are 4 mo out-of-date and need weird nightly\n# # version to compile.\n\n# Install fortanix SGX tools (via git repo) since the crates.io version\n# is very out-of-date.\n$ git clone https://github.com/fortanix/rust-sgx.git --depth=1\n$ cargo install --path ./intel-sgx/fortanix-sgx-tools\n$ cargo install --path ./intel-sgx/sgxs-tools\n\n$ sgx-detect\nDetecting SGX, this may take a minute...\n✔ SGX instruction set\n ✔ CPU support\n ✔ CPU configuration\n ✔ Enclave attributes\n ✔ Enclave Page Cache\n SGX features\n ✔ SGX2 ✔ EXINFO ✘ ENCLV ✘ OVERSUB ✔ KSS\n Total EPC size: 4.0GiB\n✔ Flexible launch control\n ✔ CPU support\n ？ CPU configuration\n ✔ Able to launch production mode enclave\n✔ SGX system software\n ✔ SGX kernel device (/dev/sgx_enclave)\n ✔ libsgx_enclave_common\n ✔ AESM service\n ✔ Able to launch enclaves\n ✔ Debug mode\n ✔ Production mode\n ✔ Production mode (Intel whitelisted)\n\nYou're all set to start running SGX programs!\n\n\n$ echo >> ~/.cargo/config -e '[target.x86_64-fortanix-unknown-sgx]\\nrunner = \"ftxsgx-runner-cargo\"'\n\n(Failed) Attempt at SGX inside WSL2\n \n #\n \n\n\nInstall protobuf compiler\n# Ubuntu/Debian/WSL\n$ sudo apt install protobuf-compiler\n$ protoc --version\n\nlibprotoc 3.6.1\n\nInstalling libsgx-dcap-ql-dev\n# make sure we're running on focal Ubuntu release\n$ lsb_release -a\n\n$ echo \"deb https://download.01.org/intel-sgx/sgx_repo/ubuntu focal main\" | sudo tee -a /etc/apt/sources.list.d/fortanix.list >/dev/null\n\n$ curl -sSL https://download.01.org/intel-sgx/sgx_repo/ubuntu/intel-sgx-deb.key | sudo -E apt-key add -\n\n$ sudo apt update\n$ sudo apt install libsgx-dcap-ql-dev\n\nInstalling Linux SGX drivers\n\nOn Intel's website, find the latest “Intel SGX Linux Release” (not “Intel SGX DCAP Linux Release”) and download the “Intel (R) SGX Installers” for your platform. The package will have driver in the name.\n\nUbuntu 20.04 Drivers: https://download.01.org/intel-sgx/sgx-linux/2.15.1/distro/ubuntu20.04-server/\nInstallation Guide: https://download.01.org/intel-sgx/sgx-dcap/1.12.1/linux/docs/Intel_SGX_SW_Installation_Guide_for_Linux.pdf\n$ sudo apt install build-essential ocaml automake autoconf libtool libssl-dev dkms\n\n$ wget https://download.01.org/intel-sgx/sgx-linux/2.15.1/distro/ubuntu20.04-server/sgx_linux_x64_driver_1.41.bin\n\n$ chmod a+x sgx_linux_x64_driver_1.41.bin\n$ sudo ./sgx_linux_x64_driver_1.41.bin\n\nError\nError! Your kernel headers for kernel 5.10.93.2-microsoft-standard-WSL2 cannot be found.\nPlease install the linux-headers-5.10.93.2-microsoft-standard-WSL2 package,\nor use the --kernelsourcedir option to tell DKMS where it's located\n\nI conveniently already have this kernel pulled : )\n$ sudo ./sgx_linux_x64_driver_1.41.bin --kernelsourcedir\n\nUnfortunately, seems like it won't recognize the path... My guess is that SGX inside WSL2 is probably a dead end. :(\nAttempt in Win11\n \n #\n \n\n\nPS > git config --global http.sslCAinfo \"C:\\Users\\phlip9\\scoop\\apps\\mingit-busybox\\current\\mingw64\\ssl\\certs\\ca-bundle.crt\"\nPS > scoop update\n\nPS > scoop install openssl\n\nPS > scoop bucket add extras\nPS > scoop install protobuf\n\n# make sure our nightly compiler is recent\nPS > rustup toolchain install nightly-2021-12-15\n\n# install the SGX toolchain\nPS > rustup target add x86_64-fortanix-unknown-sgx --toolchain nightly-2021-12-15\n\n# install the SGX tools\nPS > cargo +nightly-2021-12-15 install fortanix-sgx-tools sgxs-tools\n\nDidn't detect OpenSSL library...\nEDIT: nvm had to restart whole Windows Terminal app, not just open a new shell... pretty fuckin annoying tbh...\nOK, it picked up the OpenSSL library and protobuf compiler. Unfortunately it now fails b/c some file is hard depending on std::os::unix which doesn't exist on windows...\nPS > git clone git@github.com:fortanix/rust-sgx.git\n\nPS > cargo +nightly-2021-12-15 build -p fortanix-sgx-tools -p sgxs-tools\n\nError\nerror[E0433]: failed to resolve: could not find `unix` in `os`\n --> C:\\Users\\phlip9\\.cargo\\registry\\src\\github.com-1ecc6299db9ec823\\proc-mounts-0.2.4\\src\\mounts\\info.rs:7:9\n |\n7 | os::unix::ffi::OsStringExt,\n | ^^^^ could not find `unix` in `os`\n\nerror[E0433]: failed to resolve: could not find `unix` in `os`\n --> C:\\Users\\phlip9\\.cargo\\registry\\src\\github.com-1ecc6299db9ec823\\proc-mounts-0.2.4\\src\\mounts\\list.rs:4:9\n |\n4 | os::unix::ffi::OsStrExt,\n | ^^^^ could not find `unix` in `os`\n\nerror[E0433]: failed to resolve: could not find `unix` in `os`\n --> C:\\Users\\phlip9\\.cargo\\registry\\src\\github.com-1ecc6299db9ec823\\proc-mounts-0.2.4\\src\\swaps.rs:7:9\n |\n7 | os::unix::ffi::OsStringExt,\n | ^^^^ could not find `unix` in `os`\n\nerror[E0599]: no function or associated item named `from_vec` found for struct `OsString` in the current scope\n --> C:\\Users\\phlip9\\.cargo\\registry\\src\\github.com-1ecc6299db9ec823\\proc-mounts-0.2.4\\src\\mounts\\info.rs:130:22\n |\n130 | Ok(OsString::from_vec(ret))\n | ^^^^^^^^ function or associated item not found in `OsString`\n\nerror[E0599]: no method named `as_bytes` found for reference `&OsStr` in the current scope\n --> C:\\Users\\phlip9\\.cargo\\registry\\src\\github.com-1ecc6299db9ec823\\proc-mounts-0.2.4\\src\\mounts\\list.rs:55:43\n |\n55 | self.starts_with(path.as_os_str().as_bytes(), |m| &m.source)\n | ^^^^^^^^ method not found in `&OsStr`\n\nerror[E0599]: no method named `as_bytes` found for reference `&OsStr` in the current scope\n --> C:\\Users\\phlip9\\.cargo\\registry\\src\\github.com-1ecc6299db9ec823\\proc-mounts-0.2.4\\src\\mounts\\list.rs:63:43\n |\n63 | self.starts_with(path.as_os_str().as_bytes(), |m| &m.dest)\n | ^^^^^^^^ method not found in `&OsStr`\n\nerror[E0599]: no method named `as_bytes` found for reference `&OsStr` in the current scope\n --> C:\\Users\\phlip9\\.cargo\\registry\\src\\github.com-1ecc6299db9ec823\\proc-mounts-0.2.4\\src\\mounts\\list.rs:72:49\n |\n72 | let input = func(mount).as_os_str().as_bytes();\n | ^^^^^^^^ method not found in `&OsStr`\n\nerror[E0599]: no function or associated item named `from_vec` found for struct `OsString` in the current scope\n --> C:\\Users\\phlip9\\.cargo\\registry\\src\\github.com-1ecc6299db9ec823\\proc-mounts-0.2.4\\src\\swaps.rs:106:22\n |\n106 | Ok(OsString::from_vec(ret))\n | ^^^^^^^^ function or associated item not found in `OsString`\n\nOK with some fixes (hacks) I got it to build\nRunning sgx-detect\nPS > .\\target\\release\\sgx-detect.exe\n\nDetecting SGX, this may take a minute...\nthread 'main' panicked at 'Couldn't find sgx_uae_service.dll: Os { code: 126, kind: Uncategorized, message: \"The specified module could not be found.\" }', intel-sgx\\aesm-client\\src\\imp\\windows.rs:67:18\nnote: run with `RUST_BACKTRACE=1` environment variable to display a backtrace\n\nI think I'm missing some stuff installed?\nLet's have a look at the Intel SGX SDK for Windows guide:\nhttps://cdrdv2.intel.com/v1/dl/getContent/671222?explicitVersion=true\nInstalling Intel Management Engine Driver (for Win 10 (though I'm on Win 11 loe))\nIn the installer.zip > Cons (for consumer) > MEI-Only Installer MSI (don't want other BS) > MEISetup.exe\nVerifying we have SGX not disabled in the BIOS. Under Advanced/CPU Config/SW Guard Extensions (SGX), select SW Controlled and not Disabled. Curiously no direct Enabled option?\nNote: \"Trusted Computing\" refers to TPM (Trusted Platform Module) and not SGX. I believe it's used for UEFI secure boot or something.\nNow let's try to get the SGX platform software and drivers installed.\n(One thing that makes me nervous, is that many docs suggest that the SGX platform software should be pre-installed via Windows Update if SGX is supported. However, ls /mnt/c/Windows/System32 | grep -i sgx doesn't show anything...)\nJust saw this note here (https://www.intel.com/content/www/us/en/developer/articles/guide/sgx-sdk-installation-guide.html)\n\nNote: You can’t install Intel® SGX PSW installer when Windows OS is installed in Legacy mode and Intel® SGX is configured as “Software Controlled” in BIOS. You need to configure Intel® SGX as “Enabled” in BIOS before installing Intel® SGX PSW.\n\nDoes this mean Legacy AND SW Controlled or Legacy OR SW Controlled???\nSomething to look into? https://github.com/intel/sgx-software-enable\nWould need to live-boot into a linux distro in UEFI boot mode, then compile and run this I guess.\nuseful command msinfo32\n\nBIOS Mode: UEFI\nSecure Boot State: Off (Why??)\nTotal RAM: 16 GB\nAvailable RAM: 9.85 GB (??)\n\nBooted into my Pop!-OS live USB. Pulled and built the sgx_enable program. Looks like it ran successfully!!\nBooting into the BIOS still shows Software Controlled but I don't know if that's just 'cus the BIOS can't show it properly.\nBooting back into Win11, I notice something's changed in msinfo32. Under System Summary > Hardware Resources > Memory, there's a new entry!\nResourceDeviceStatus\n0xa0200000-0xa5f7ffffIntel Software Guard Extensions DeviceOK\n\nOpened Windows Update and checked for updates. A \"Intel Software Component\" looks like it installed? Going to restart just to be sure these things actually installed lmao.\nAYYYYY\nλ ls /c/Windows/System32/ | grep -i sgx\nsgx_dcap_ql.dll*\nsgx_dcap_quoteverify.dll*\nsgx_enclave_common.dll*\nsgx_epid.dll*\nsgx_launch.dll*\nsgx_platform.dll*\nsgx_quote_ex.dll*\nsgx_uae_service.dll*\nsgx_urts.dll*\n\nRunning sgx-detect again\nPS > .\\target\\release\\sgx-detect.exe -v\n\nDetecting SGX, this may take a minute...\n✔ SGX instruction set\n ✔ CPU support\n ✔ CPU configuration\n ✔ Enclave attributes\n ✔ Enclave Page Cache\n SGX features\n ✘ SGX2 ✘ EXINFO ✘ ENCLV ✘ OVERSUB ✘ KSS\n Total EPC size: 93.5MiB\n✘ Flexible launch control\n ✔ CPU support\n ？ CPU configuration\n ✘ Able to launch production mode enclave\n✔ SGX system software\n ✘ SGX kernel device\n ✔ libsgx_enclave_common\n ✔ AESM service\n ✔ Able to launch enclaves\n ✔ Debug mode\n ✘ Production mode\n ✔ Production mode (Intel whitelisted)\n\n🕮 Flexible launch control > CPU configuration\nYour hardware supports Flexible Launch Control, but whether it's enabled could not be determined. More information might be available by re-running this program with sudo. Would you like to do that?\n(not supported yet)\n\ndebug: Error reading MSR 3Ah: RDMSR not implemented on Windows\n\nMore information: https://edp.fortanix.com/docs/installation/help/#flc-cpu-configuration\n\n🕮 SGX system software > SGX kernel device\nThe SGX device (/dev/sgx/enclave, /dev/sgx or /dev/isgx) is not present.\n\nIt could not be detected whether you have an SGX driver installed. Please make sure the SGX driver is installed and loaded correctly.\n\ndebug: Error opening device: Device Driver Path not supported in Windows\ndebug: Error checking module status: KMOD Status not implemented on Windows\n\nMore information: https://edp.fortanix.com/docs/installation/help/#sgx-driver\n\n🕮 SGX system software > Able to launch enclaves > Production mode\nThe enclave could not be launched. This might indicate a problem with FLC.\n\ndebug: failed to load report enclave\ndebug: cause: The EINITTOKEN provider didn't provide a token\ndebug: cause: aesm error code Unknown(16388)\n\nMore information: https://edp.fortanix.com/docs/installation/help/#run-enclave-prod\n\nYou're all set to start running SGX programs!\n\nI think this is OK? I'm pretty sure our CPU isn't recent enough to support FLC (Flexible Launch Control). I also didn't see anything relevant in the BIOS settings. It looks like it was able to launch an enclave in debug mode at least?\nWill need to buy newer Intel CPU for more serious development.\n","id":"https://phlip9.com/notes/confidential computing/fortanix rust tutorial/","title":"fortanix rust tutorial"},"https://phlip9.com/notes/confidential computing/gramine/":{"body":"gramine\n\nsite: https://gramineproject.io/\ngithub: https://github.com/gramineproject/gramine\nrelated: mystikos\nGramine on Azure\n \n #\n \n\n\nRelated: fortanix rust tutorial > Fortanix on Azure DCsv3 VM\nProvision our VM\n \n #\n \n\n\nWe're using Ubuntu 20.04 LTS here. If you use an older Ubuntu version, you will experience problems.\n$ az vm create \\\n\t--name sgx-test \\\n\t--resource-group sgx-test_group \\\n\t--size Standard_DC1s_v3 \\\n\t--image Canonical:0001-com-ubuntu-server-focal:20_04-lts-gen2:latest\n\n{\n \"fqdns\": \"\",\n \"id\": \"/subscriptions/XXXXXXX-XXXX-XXXX-XXXX-XXXXXXXXX/resourceGroups/sgx-test_group/providers/Microsoft.Compute/virtualMachines/sgx-test\",\n \"location\": \"westus\",\n \"macAddress\": \"..\",\n \"powerState\": \"VM running\",\n \"privateIpAddress\": \"10.0.0.4\",\n \"publicIpAddress\": \"..\",\n \"resourceGroup\": \"sgx-test_group\",\n \"zones\": \"\"\n}\n\nInstalling Dependencies\n \n #\n \n\n\nStill on our DCsv3 VM w/ Ubuntu 20.04\n# Intel SGX SDK\n$ echo 'deb [arch=amd64] https://download.01.org/intel-sgx/sgx_repo/ubuntu focal main' | sudo tee /etc/apt/sources.list.d/intel-sgx.list\n$ wget -qO - https://download.01.org/intel-sgx/sgx_repo/ubuntu/intel-sgx-deb.key | sudo apt-key add -\n\n# Azure DCAP SDK\n$ echo \"deb [arch=amd64] https://packages.microsoft.com/ubuntu/20.04/prod focal main\" | sudo tee /etc/apt/sources.list.d/msprod.list\n$ wget -qO - https://packages.microsoft.com/keys/microsoft.asc | sudo apt-key add -\n\n$ sudo apt update\n\n# SGX SDK libs should show up now\n$ apt search libsgx\nlibsgx-ae-epid/unknown 2.15.101.1-bionic1 amd64\n Intel(R) Software Guard Extensions QE and PvE\n# ..\nlibsgx-urts-dbgsym/unknown 2.15.101.1-bionic1 amd64\n debug symbols for libsgx-urts\n\n$ sudo apt upgrade\n\n# install SGX SDKs and gramine build deps\n$ sudo apt-get install -y \\\n\tbuild-essential autoconf bison gawk libcurl4-openssl-dev \\\n\tlibprotobuf-c-dev ninja-build pkg-config protobuf-c-compiler python3 \\\n\tpython3-click python3-jinja2 python3-pip python3-protobuf wget \\\n\tlibunwind8 python3-pyelftools python3-pytest \\\n\tlibsgx-dcap-quote-verify-dev az-dcap-client \\\n\tlibsgx-enclave-common libsgx-quote-ex libsgx-dcap-ql libsgx-dcap-ql-dev\n$ sudo python3 -m pip install 'meson>=0.55' 'toml>=0.10'\n\nBuild Gramine\n \n #\n \n\n\n# pull gramine src\n$ git clone https://github.com/gramineproject/gramine.git --depth=1\n$ cd gramine\n\n# build gramine\n$ meson setup build/ --buildtype=release \\\n -Dsgx=enabled -Ddirect=disabled -Ddcap=enabled\n$ ninja -C build/\n$ sudo ninja -C build/ install\n\nRun the helloworld\n \n #\n \n\n\n# generate our enclave signing key\n$ gramine-sgx-gen-private-key\n\n# # (If their command doesn't work) generate your enclave signing key\n# $ mkdir -p ~/.config/gramine\n# $ openssl genrsa -3 -out ~/.config/gramine/enclave-key.pem 3072\n\n# Run helloworld\n$ cd CI-Examples/helloworld\n$ make SGX=1\n$ gramine-sgx helloworld\n# ..\nHello, world\n\nGSC (Gramine Shielded Containers)\n \n #\n \n\n\nWe're going to try building a sample OpenVino container, then wrap it with Gramine Shielded Containers (GSC) to run on a remote enclave.\nBuild example container (on local machine!)\n \n #\n \n\n\n$ git clone https://github.com/gramineproject/gsc.git\n$ cd gsc/Examples/openvino\n\n$ docker build --rm \\\n\t-t ubuntu20.04-openvino \\\n\t-f ubuntu20.04-openvino.dockerfile .\n\n$ cd ../../\n$ mkdir .venv && python3 -m venv ./.venv/gsc # (phlip9-only) $ mkvenv gsc\n$ ./.venv/gsc/bin/activate # (phlip9-only) $ workon gsc\n(gsc) $ pip3 install --upgrade pip\n(gsc) $ pip3 install docker jinja2 toml pyyaml\n\nCreate gsc/config.yaml\n \n #\n \n\n\n# gsc/config.yaml\n# Specify the OS distro. Currently tested distros are\n# ``ubuntu:18.04``, ``ubuntu:20.04``, ``ubuntu:21.04`` and ``centos:8``.\nDistro: \"ubuntu:20.04\"\n\n# If you're using your own fork and branch of Gramine, specify the GitHub link and the branch name\n# below; typically, you want to keep the default values though\nGramine:\n Repository: \"https://github.com/gramineproject/gramine.git\"\n Branch: \"master\"\n\t# Build based on a pre-built image (via ./gsc build-gramine)\n\t# Image: \"\"\n\n# Specify the Intel SGX driver installed on your machine (more specifically, on the machine where\n# the graminized Docker container will run); there are several variants of the SGX driver:\n#\n# - legacy out-of-tree driver: use something like the below values, but adjust the branch name\n# Repository: \"https://github.com/01org/linux-sgx-driver.git\"\n# Branch: \"sgx_driver_1.9\"\n#\n# - DCAP out-of-tree driver: use something like the below values\n# Repository: \"https://github.com/intel/SGXDataCenterAttestationPrimitives.git\"\n# Branch: \"DCAP_1.11 && cp -r driver/linux/* .\"\n#\n# - DCAP in-kernel driver: use empty values like below\n# Repository: \"\"\n# Branch: \"\"\n#\nSGXDriver:\n Repository: \"\"\n Branch: \"\"\n\n(WSL-only) Edit gsc/gsc.py\n \n #\n \n\n\nTODO: submit a PR\ndiff --git a/gsc.py b/gsc.py\nindex 4e71d12..b9a33cf 100755\n--- a/gsc.py\n+++ b/gsc.py\n@@ -43,10 +43,12 @@ def build_docker_image(docker_api, build_path, image_name, dockerfile, **kwargs)\n **kwargs)\n for chunk in stream:\n encoding = sys.stdout.encoding if sys.stdout.encoding is not None else 'UTF-8'\n- json_output = json.loads(chunk.decode(encoding))\n- if 'stream' in json_output:\n- for line in json_output['stream'].splitlines():\n- print(line)\n+ msgs = chunk.decode(encoding).splitlines()\n+ for msg in msgs:\n+ json_output = json.loads(msg)\n+ if 'stream' in json_output:\n+ for line in json_output['stream'].splitlines():\n+ print(line)\n\n\n def extract_binary_cmd_from_image_config(config, env):\n\nGramine-ify and sign built container\n \n #\n \n\n\n# gramine-ify built container\n(gsc) $ ./gsc build --insecure-args ubuntu20.04-openvino \\\n Examples/openvino/ubuntu20.04-openvino.manifest\n\n# generate our enclave signing key\n$ mkdir -p ~/.config/gramine\n$ openssl genrsa -3 -out ~/.config/gramine/enclave-key.pem 3072\n\n# sign our container\n(gsc) $ ./gsc sign-image ubuntu20.04-openvino ~/.config/gramine/enclave-key.pem\n\nSuccessfully built a signed Docker image `gsc-ubuntu20.04-openvino` from `gsc-ubuntu20.04-openvino-unsigned`.\n\nGramine RA-TLS (Remote Attestation)\n \n #\n \n\n\n\nEnclaves create a random, self-signed RA-TLS cert containing an attestation Quote.\nClient connects to the enclave over TLS. The client's TLS library is hooked with a custom cert chain verifier, which verifies the attestation quote.\n\nRA-TLS x509 certificate\n \n #\n \n\n\n\nThe enclave generates an RSA 3072 key pair.\nThe enclave builds an attestation Report containing hash(pubkey) in the user report_data.\nThe enclave gets an attestation Quote endorsing their Report.\nThe enclave generates a self-signed cert embedding the Quote. The cert is signed with their previously generated RSA key.\n\nRA-TLS x509 cert details\n \n #\n \n\n\n\nMD Alg: SHA256\nSubject Key: enclave's RSA pubkey\nIssuer Key: enclave's RSA pubkey\nSubject Name: \"CN=RATLS,O=GramineDevelopers,C=US\"\nIssuer Name: \"CN=RATLS,O=GramineDevelopers,C=US\"\nSerial Number: 1 (dummy value)\nTimestamp Not-Before: (configurable)\nTimestamp Not-After: (configurable)\nCustom Quote Extension: quote bytes\n\n","id":"https://phlip9.com/notes/confidential computing/gramine/","title":"gramine"},"https://phlip9.com/notes/confidential computing/intel SGX/":{"body":"","id":"https://phlip9.com/notes/confidential computing/intel SGX/","title":"confidential computing/intel SGX"},"https://phlip9.com/notes/confidential computing/intel SGX/SGX lingo/":{"body":"SGX lingo\n\n\nUnderstanding Intel SGX is challenging due to the sheer number of new concepts and names that you need to internalize. In my experience, it's a bit like wading through \"acronym soup\", desperately searching for familiar ground to find your footing before you can truly begin learning.\nTo make this process easier for newcomers, I've written an extended glossary of SGX terminology, with extensive links and explanations.\nMost of the code links and samples are written in Rust.\nThe entries are not listed in any particular order.\n\nQuote\n \n #\n \n\n\nA datastructure provided as proof to an external party that an application enclave is running on genuine Intel hardware at a given TCB version.\nAn application's identity Report, signed by an Attestation Key (AK) (usually the one provisioned in the Quoting Enclave (QE)).\nReport (EREPORT)\n \n #\n \n\n\nA hardware report generated by an enclave containing (1) the enclave's identity, (2) measurement info, and (3) a small amount of application data (64-bytes), called the ReportData.\nReports are efficiently verifiable inside other enclaves on the same machine. When generated via the EREPORT instruction, the Report struct will contain a MAC created from a special Seal Key used for tagging reports. This allows us to cheaply verify reports without an expensive signature verification, since other enclaves can just rederive the report key and check the MAC tag, which is fast.\nOtherwise for remote attestation:\nAttestation Key (AK)\n \n #\n \n\n\nThe key used by the QE to sign application enclave REPORTs, producing Quotes.\nThis Quote certifies that an application enclave is running on genuine Intel SGX HW at a given TCB version.\nThe AK is created and owned by the owner of the remote attestation infrastructure (e.g., Azure or Intel) but is also certified by the Intel SGX rooted key (this key is rooted to the platform HW fuses), which proves the enclave is valid.\nArchitectural Enclaves\n \n #\n \n\n\nIntel provides several Intel-signed enclaves necessary for running user application enclaves, verifying launch policies, producing remote attestation Quotes, and more.\nA non-exhaustive list of Architectural Enclaves:\n\nLaunch Enclave (LE)\nQuoting Enclave (QE)\nProvisioning Certification Enclave (PCE)\nProvisioning Enclave (PE)\nPlatform Services Enclave (PSE)\n\nTo see the complete list of signed enclaves:\n# Valid for Intel SGX v2.21 and Intel DCAP v1.18\n\n$ cd $(mktemp -d)\n$ curl https://download.01.org/intel-sgx/sgx-linux/2.21/prebuilt_ae_2.21.tar.gz | tar -xzv\n$ curl https://download.01.org/intel-sgx/sgx-dcap/1.18/linux/prebuilt_dcap_1.18.tar.gz | tar -xzv\n\n$ cd psw/ae/data/prebuilt/\n$ exa -1\nle_prod_css.bin\nlibsgx_id_enclave.signed.so\nlibsgx_le.signed.so\nlibsgx_pce.signed.so\nlibsgx_pve.signed.so\nlibsgx_qe.signed.so\nlibsgx_qe3.signed.so\nlibsgx_qve.signed.so\nlibsgx_tdqe.signed.so\n\nLaunch Enclave (LE)\n \n #\n \n\n\nThe Launch Enclave generates a Launch Token, which is needed to run another enclave. The LE itself is special in that it doesn't need a launch token, but its signing key id, [[#Signer Measurement MRSIGNER|MRSIGNER]], must match the CPU's configuration.\nThe API for generating a new Launch Token takes (1) a SIGSTRUCT and (2) an Enclave Attributes bitflag and returns a new launch token.\nSee: Fortanix EDP EinittokenProvider trait\nSee: Fortanix EDP AesmService impl\nEnclave file: libsgx_le.signed.so.\nEnclave API:\nenclave {\ninclude \"arch.h\"\ninclude \"sgx_report.h\"\nfrom \"sgx_tstdc.edl\" import *;\n\ntrusted {\n\tpublic int le_get_launch_token_wrapper(\n\t\t[in] const sgx_measurement_t *mrenclave,\n\t\t[in] const sgx_measurement_t *mrsigner,\n\t\t[in] const sgx_attributes_t *se_attributes,\n\t\t[out] token_t * lictoken\n\t);\n\n\tpublic uint32_t le_init_white_list_wrapper(\n\t\t[size = wl_cert_chain_size, in] const uint8_t *wl_cert_chain,\n\t\tuint32_t wl_cert_chain_size\n\t);\n};\n};\n\nQuoting Enclave (QE)\n \n #\n \n\n\nAn Intel-provided, signed enclave trusted by the attestation infrastructure to sign and issue Quotes or attestations about other enclaves on the same platform.\nThe QE will include a hash of the AK in its QE.REPORT.ReportData.\nThe QE will also include the PCE's certification of itself (the QE) in its REPORT.\nEnclave file: libsgx_qe.signed.so.\nEnclave API:\nenclave {\ninclude \"sgx_report.h\"\ninclude \"sgx_quote.h\"\nfrom \"sgx_tstdc.edl\" import *;\n\ntrusted {\n\tpublic uint32_t verify_blob(\n\t\t[size = blob_size, in, out] uint8_t *p_blob,\n\t\tuint32_t blob_size,\n\t\t[out] uint8_t *p_is_resealed,\n\t\t[out] sgx_cpu_svn_t *p_cpusvn\n\t);\n\n\tpublic uint32_t get_quote(\n\t\t[size = blob_size, in, out] uint8_t *p_blob,\n\t\tuint32_t blob_size,\n\t\t[in] const sgx_report_t *p_report,\n\t\tsgx_quote_sign_type_t quote_type,\n\t\t[in] const sgx_spid_t *p_spid,\n\t\t[in] const sgx_quote_nonce_t *p_nonce,\n\t\t// SigRL is relatively big, so we cannot copy it into EPC\n\t\t[user_check] const uint8_t *p_sig_rl,\n\t\tuint32_t sig_rl_size,\n\t\t[out] sgx_report_t *qe_report,\n\t\t// Quote is also big, we should output it in piece meal.\n\t\t[user_check] uint8_t *p_quote,\n\t\tuint32_t quote_size, sgx_isv_svn_t pce_isvnsvn\n\t);\n};\n};\n\n\nProvisioning Certification Enclave (PCE)\n \n #\n \n\n\nAn Intel-provided enclave that acts as a Certificate Authority (CA) for local Quoting Enclaves running on the same platform. It endorses the Attestation Keys provisioned to each Quoting Enclave with its Provisioning Certification Key (PCK).\nThe PCE's PCK is itself endorsed by the Intel Root CA.\nThe QEs can request the PCE to sign their REPORTs with the PCE's PCK. These signed REPORTs contain ReportData proving that attestation keys or provisioning protocol messages are generated on genuine HW.\nOnly the PCE can produce the PCK private keys.\nThe PCE provides an API for getting the PCK Cert-ID (EncPPID+TCB+PCE-ID) used by a verifier to lookup the matching PCK Cert via the remote IAS API.\nThe PCE also provides an API for signing another enclave (e.g., the QE) REPORT using the PCK.\nSee: Intel - Supporting Third Party Attestation for Intel SGX\nwith Intel Data Center Attestation Primitives\nEnclave file: libsgx_pce.signed.so.\nEnclave API:\nenclave{\ninclude \"pce_cert.h\"\ninclude \"sgx_report.h\"\nfrom \"sgx_tstdc.edl\" import *;\n\ntrusted {\n\tpublic uint32_t get_pc_info(\n\t\t[in]const sgx_report_t *report,\n\t\t[in, size=key_size]const uint8_t *public_key, uint32_t key_size,\n\t\tuint8_t crypto_suite,\n\t\t[out, size=encrypted_ppid_buf_size]uint8_t *encrypted_ppid, uint32_t encrypted_ppid_buf_size,\n\t\t[out]uint32_t *encrypted_ppid_out_size,\n\t\t[out]pce_info_t *pce_info,\n\t\t[out] uint8_t *signature_scheme\n\t);\n\n\tpublic uint32_t certify_enclave(\n\t\t[in]const psvn_t *cert_psvn,\n\t\t[in]const sgx_report_t *report,\n\t\t[out, size=signature_buf_size]uint8_t *signature, uint32_t signature_buf_size,\n\t\t[out]uint32_t *signature_out_size\n\t);\n\n\tpublic uint32_t get_pc_info_without_ppid(\n\t\t[out]pce_info_t *pce_info\n\t);\n};\n};\n\nProvisioning Enclave (PE or PvE)\n \n #\n \n\n\nIf using the anonymous EPID Attestation Key (AK) Algorithm, then a special Provisioning Enclave is used to interface with the Intel EPID provisioning servers to provision the enclave's AK.\nEnclave file: libsgx_pve.signed.so.\nSee: Enclave API\nPlatform Services Enclave (PSE)\n \n #\n \n\n\nIntel also provides a set of additional platform enclaves which offer useful services like monotonic counters and trusted time to other enclaves on the machine.\nThe PSE talks to the local Intel Management Engine (IME) over a secure channel. Inside the IME is a small 32-bit Intel core running completely isolated from the general purpose CPU cores.\nTrusted Time Service\n \n #\n \n\n\nThe PSE exposes a Protected Real-time Clock (PRTC), which measures relative elapsed seconds since the initial clock measurement. This value is not a calendar or wall-clock time. To establish a trusted clock base time, you'll need to query some remote semi-trusted servers over a secure channel.\nSee: Intel - Trusted Time and Monotonic Counters with SGX Platform Services Enclave\nSee: 2019 - Applications and Challenges in Securing Time\nTDX Quoting Enclave (TDQE)\n \n #\n \n\n\nEnclave File: libsqx_tdqe.signed.so.\nEnclave API:\n\nenclave {\ninclude \"sgx_report.h\"\ninclude \"sgx_quote.h\"\ninclude \"sgx_report2.h\"\ninclude \"user_types.h\"\ninclude \"ecdsa_quote.h\"\n\ntrusted {\n public uint32_t get_pce_encrypt_key(\n\t [in]const sgx_target_info_t *pce_target_info,\n\t\t[out] sgx_report_t *p_qe_report,\n\t\tuint8_t crypto_suite,\n\t\tuint16_t cert_key_type,\n\t\tuint32_t key_size,\n\t\t[out, size=key_size] uint8_t *p_public_key\n\t);\n\n public uint32_t gen_att_key(\n\t [size = blob_size, in, out] uint8_t *p_blob,\n\t\tuint32_t blob_size,\n\t\t[in]const sgx_target_info_t *p_pce_target_info,\n\t\t[out] sgx_report_t *qe_report,\n\t\t[in, size = authentication_data_size] uint8_t* p_authentication_data,\n\t\tuint32_t authentication_data_size\n\t);\n\n public uint32_t verify_blob(\n\t [size = blob_size, in, out] uint8_t *p_blob,\n\t\tuint32_t blob_size,\n\t\t[out] uint8_t *p_is_resealed,\n\t\t[out] sgx_report_body_t *p_report,\n\t\tuint32_t pub_key_id_size,\n\t\t[out, size=pub_key_id_size] uint8_t *p_pub_key_id\n\t);\n\n public uint32_t store_cert_data(\n\t [in]ref_plaintext_ecdsa_data_sdk_t *p_plaintext_data,\n\t\tsgx_ql_cert_key_type_t certification_key_type,\n\t\t[in, size = encrypted_ppid_size] uint8_t* p_encrypted_ppid,\n\t\tuint32_t encrypted_ppid_size,\n\t\t[in, out, size = blob_size] uint8_t *p_blob,\n\t\tuint32_t blob_size\n\t);\n\n public uint32_t gen_quote(\n\t\t[size = blob_size, in, out] uint8_t *p_blob,\n\t\tuint32_t blob_size,\n\t\t[in] const sgx_report2_t *p_app_report,\n\t\t[in] const sgx_quote_nonce_t *p_nonce,\n\t\t[in] const sgx_target_info_t *p_app_enclave_target_info,\n\t\t[out] sgx_report_t *p_qe_report,\n\t\t[size = quote_size, in, out] uint8_t *p_quote,\n\t\tuint32_t quote_size,\n\t\t[in, size = cert_data_size] const uint8_t * p_cert_data,\n\t\tuint32_t cert_data_size\n\t);\n};\n};\n\nArchitectural Enclave Service Manager (AESM)\n \n #\n \n\n\nInstead of interacting with the local Architectural Enclaves directly, local user applications and libraries typically interface with a local Intel-provided service called the Architectural Enclave Service Manager. The AESM service typically runs as a local daemon and provides a socket for applications to interface with.\nAn AESM client allows user applications to easily obtain Launch Tokens from the LE, needed for running enclaves, and turn Attestation Reports into Quotes via the QE.\nCheck out the Protobuf definitions and AesmClient API.\nProvisioning Certification Key (PCK)\n \n #\n \n\n\nA signing key available to the PCE for signing QE REPORTs.\nThis key is unique to the specific processor instance, HW TCB, and PCE version.\nSee: Fortanix EDP - dcap-retrieve-pckid via AESM\nPCK Cert\n \n #\n \n\n\nA long-lived x.509 CA cert signed and distributed by Intel for every SGX platform.\nThe Intel-provided Provisioning Certification Enclave (PCE) uses this cert to endorse Attestation Keys provisioned to any Quoting Enclaves.\nThis cert is used by Quote verifiers to check that the QE is valid and running and running on a specific PSVN.\nThe PCK Cert is endorsed by the Intel SGX Root CA via an intermediate Intel SGX PCK Platform CA.\nThe PCK Cert has some extra cert extension fields, described in more detail in the Intel PCK Cert Spec. These mostly appear to be metadata, like the PPID, TCB levels, CPUSVN, CPU SKU, and a list of supported extensions.\nPlatform Provisioning ID (PPID)\n \n #\n \n\n\nThe provisioning ID for a processor package or platform instance. PPID is not TCB dependent.\nSecurity Version Number (SVN)\n \n #\n \n\n\nA monotonically increasing version number that corresponds with major security releases of TCB software.\nNote that new, non-security-critical software versions can be released without touching the SVN.\nPart of the verification process is just checking that the remote enclave is running a recent TCB software version without any unpatched vulnerabilities.\nPlatform Security Version Number (PSVN, CPUSVN)\n \n #\n \n\n\nA list of SVNs for each component in the SGX TCB, including the PCE SVN.\nThink of a PSVN as pinning each component in the TCB to a specific (security-critical) version.\nIndependent Software Vendor (ISV)\n \n #\n \n\n\nISVs develop enclave applications.\nIntel Attestation Services (IAS)\n \n #\n \n\n\nSee: Intel Attestation Services - API Specification v6.1\nSee: Intel Developer Zone Registration\nSee: Oasis IAS proxy backend to the Intel API\nSee: []\nService Provider ID (SPID)\n \n #\n \n\n\nThe id of the credentials needed for a Service Provider to talk with with the Intel Attestation Services (IAS).\nService Providers must register with Intel in order to acquire these credentials.\nEnclave Page Cache (EPC)\n \n #\n \n\n\nA region of memory on the platform allocated to enclave code and data.\nProvisioning TCB\n \n #\n \n\n\nThe Intel SGX Trusted Computing Base (TCB). This TCB includes the platform HW TCB and PCE SVN.\nPCE-ID\n \n #\n \n\n\nThe PCE SVN (?) used to generate the PPID and PCK signing key.\nData Center Attestation Primitives (DCAP)\n \n #\n \n\n\nA library for generating and verifying attestation evidence.\nThe Intel-provided library is called Intel SGX DCAP. There's also a version by Microsoft called Azure DCAP, which (AFAICT) uses an Azure-run cache over the Intel API services.\nLaunch Token\n \n #\n \n\n\nTODO\nFlexible Launch Control (FLC)\n \n #\n \n\n\nAn SGX feature only available on more recent platforms that allows an arbitrary LE to generate launch tokens.\nThe default launch policy still uses an SGX client whitelist; however, FLC allows a platform owner to change the default LE MRSIGNER to different value.\nEnclave Load Policy\n \n #\n \n\n\nThe remote service providing enclave services, linked with the DCAP library, can choose whether system enclaves like the QE and PCE are loaded on-demand (as application enclaves request their services) or loaded persistently (load once and then keep them loaded until the application shuts down).\nThe two options trade off between greater EPC usage (Persistent) and greater remote attestation latency + overhead (Ephemeral).\nOwner Epoch\n \n #\n \n\n\nThe Owner Epoch is a 128-bit value used in the Seal Key KDF.\nSince the Owner Epoch is used in the Seal Key KDF, any change to this value would DoS our HW from unsealing any protected data from a previous Owner Epoch value. A malicious cloud operator (Azure) could DoS attack us by changing the Owner Epoch, forcing us to re-provision all enclave secrets.\nMore likely, a vulnerability, TCB violation, or operator error could lead to an unintended Owner Epoch rotation.\nTo help with recovery, applications should record the current Owner Epoch in case something goes wrong. If nobody remembers the Owner Epoch, we can never restore our Seal Keys.\nApparently it's also possible virtualize the Owner Epoch if running inside a hypervisor? (TODO: confirm).\nRef: 2018 - Some notes on SGX OwnerEpoch and Sealing\nQuoting Enclave ID (QE-ID)\n \n #\n \n\n\nA pseudo-platform ID that isn't associated with a particular SVN. Instead, the ID is dependent on (1) the QE's MRSIGNER, (2) its Seal Key, which depends\nQuoting Enclave QuoteInfo\n \n #\n \n\n\nQuoteInfo is the quoting enclave's information needed for clients to perform remote attestation. The target_info is a serialized TargetInfo.\npub struct QuoteInfo {\n target_info: Vec<u8>, // serialized Targetinfo\n pub_key_id: Vec<u8>,\n}\n\nTargetInfo\n \n #\n \n\n\nTargetinfo is a measurement of the QE.\n#[repr(C, align(512))]\npub struct Targetinfo {\n pub measurement: [u8; 32],\n pub attributes: Attributes,\n pub _reserved1: [u8; 4],\n pub miscselect: Miscselect,\n pub _reserved2: [u8; 456],\n}\n\nEnclave Measurement (MRENCLAVE)\n \n #\n \n\n\nIn order to for a client to feel secure provisioning their secrets into an enclave, they need to verify that the enclave is running trusted software. An enclave measurement effectively summarizes the initial state of the trusted software running in the enclave.\nIntel SGX constructs this measurement when the enclave is built and initialized. During enclave init, it records a log of all important build activities, including:\n\nContent: code, data, stack, heap\nLocation of each page within the enclave\nSecurity flags used\n\nThe measurement is actually not the full log, but a 256-bit hash digest of the log. This measurement is stored as MRENCLAVE inside the enclave's software TCB and is accessible inside the enclave via a syscall.\nClients can then compare the observed MRENCLAVE with a trusted, expected MRENCLAVE value to guarantee that the enclave is running the expected software.\nFor systems using the Fortanix SGX Stream format (SGXS) to describe an enclave, the SHA256 hash of the .sgxs bytes is exactly the enclave's MRENCLAVE*. Very convenient!\n*Unless you use the Extended SGXS format, which allows unmeasured sections. In that case, you need to be a little more careful about how you hash the format and ignore the unmeasured sections.\nWhy do we need to verify the software inside the enclave?\n \n #\n \n\n\nIf the client forgets to verify the actual software running inside the enclave, there's a simple attack to exfiltrate the client's secrets! All we need to do is run some malicious code in the enclave, which just prints the client's secrets after provisioning. Boom, client secrets leaked.\nKeep in mind the enclave could be 100% genuine Intel hardware, but unless the client verifies the actual software inside the enclave, they should absolutely not provision their secrets.\nFortanix SGX Stream format (SGXS)\n \n #\n \n\n\nThe SGX stream (SGXS) format is the most basic description of an enclave, and when combined with a signature and initialization token file contains all the information needed by an Operating System to load the enclave.\nThe format consists entirely of all data that would be hashed to produce the enclave measurement [[#Enclave Measurement MRENCLAVE|MRENCLAVE]].\nSee: Fortanix EDP - SGX Stream format (SGXS).\nSee: Fortanix EDP - ftxsgx-elf2sgxs for converting a standard ELF binary to SGXS.\nSee: Fortanix EDP - sgxs-sign for signing SGXS with your RSA private key.\nSigner Measurement (MRSIGNER)\n \n #\n \n\n\nEach enclave is also signed by the client or the enclave author, depending on the exact trust model. The MRSIGNER is just the enclave signer's pubkey hash.\nThe signer signs part of the SIGSTRUCT, which then includes the signature and signer pubkey inside.\nSealing keys can be derived from the signer measurement + ISV product id/svn, instead of the enclave measurement to allow easy upgrading across different versions of the same enclave.\nRust code for generating a signer and computing its measurement:\n// Generating a 3072-bit RSA key + measurement for signing\n// sigstructs. NOTE: the RSA exponent MUST be 3.\nlet e = openssl::bn::BigNum::from_u32(3)?;\nlet key = openssl::rsa::Rsa::generate_with_e(3072, &e)?;\n\n// The signer measurement is the SHA-256 hash of the little-endian\n// public key modulus.\n\n// Openssl returns the modulus in big-endian, so we need to reverse\n// the bytes to little-endian before hashing.\nlet mut modulus = key.n().to_vec();\nmodulus.reverse();\nlet mut modulus_buf = [0u8; 384];\nmodulus_buf[..modulus.len()].copy_from_slice(&modulus);\n\nlet signer_measurement = sha256::digest(&modulus_buf).as_slice();\n\nEnclave Signature Struct (SIGSTRUCT)\n \n #\n \n\n\nEach enclave has an associated SIGSTRUCT, which contains (among other things):\n\nThe MRENCLAVE, pinning the enclave initial state.\nThe CPU SVN.\nThe ISV\nThe ISVPRODID\nThe Enclave Attributes and Enclave Miscselect bit flags.\n\nThe enclave signer then signs a specific portion of the SIGSTRUCT. This signature, along with the signer's full RSA-3072 pubkey, is then placed into the SIGSTRUCT itself.\nSee the Fortanix EDP SIGSTRUCT definition.\nstruct Sigstruct {\n header: [u8; 16],\n vendor: u32,\n date: u32,\n header2: [u8; 16],\n swdefined: u32,\n _reserved1: [u8; 84],\n modulus: [u8; 384],\n exponent: u32,\n signature: [u8; 384],\n miscselect: Miscselect,\n miscmask: u32,\n _reserved2: [u8; 20],\n attributes: Attributes,\n attributemask: [u64; 2],\n enclavehash: [u8; 32],\n _reserved3: [u8; 32],\n isvprodid: u16,\n isvsvn: u16,\n _reserved4: [u8; 12],\n q1: [u8; 384],\n q2: [u8; 384],\n}\n\nSee: oasis-core/go/common/sgx/sigstruct.Verify\n\n(Binding) ensure that the sigstruct.mrenclave matches the actual mrenclave that we're about to load.\n\nEnclave Info\n \n #\n \n\n\nstruct EnclaveInfo {\n\t// The enclave measurement\n\tmrenclave: Vec<u8>,\n\t// The signer measurement\n\tmrsigner: Vec<u8>,\n\t// The ISV Product ID\n\tisvprodid: u32,\n\t// The ISV SVN\n\tisvsvn: u32,\n}\n\nReport TargetInfo (TARGETINFO)\n \n #\n \n\n\nTargetInfo is just the MRENCLAVE plus Attributes and Miscselect masks.\nstruct Targetinfo {\n\tmrenclave: [u8; 32],\n\tattributes: Attributes,\n\t// padding\n\tmiscselect: Miscselect,\n\t// padding\n}\n\nEnclave Init Token (EINITTOKEN)\n \n #\n \n\n\nWhen launching an enclave, you need to pass a special token to the EINIT instruction. This token is called the EINITTOKEN and is generated by the Launch Enclave after it verifies the full Enclave Signature Struct SIGSTRUCT signature.\nThe SGX platform then verifies the contents of the token before it allows the enclave to initialize.\nWhy does Intel use this EINITTOKEN thing rather than just passing the full SIGSTRUCT each time we init? My guess is that it allows us to amortize the SIGSTRUCT signature verification cost. The LE do the expensive signature verification once, produce a cheaply verifiable launch token, then use the launch token each time rather than the expensive SIGSTRUCT.\nNote that the token is only verifiable by other enclaves on the same machine; it just contains a MAC created with a privileged Intel-only Seal Key.\nstruct Einittoken {\n valid: u32,\n _reserved1: [u8; 44],\n attributes: Attributes,\n mrenclave: [u8; 32],\n _reserved2: [u8; 32],\n mrsigner: [u8; 32],\n _reserved3: [u8; 32],\n cpusvnle: [u8; 16],\n isvprodidle: u16,\n isvsvnle: u16,\n _reserved4: [u8; 24],\n maskedmiscselectle: Miscselect,\n maskedattributesle: Attributes,\n keyid: [u8; 32],\n mac: [u8; 16],\n}\n\nEnclave Attributes\n \n #\n \n\n\nstruct Attributes {\n flags: AttributesFlags,\n xfrm: u64,\n}\n\nbitflags! {\n\tstruct AttributesFlags: u64 {\n\t\tconst INIT = 0b0000_0001;\n\t\tconst DEBUG = 0b0000_0010;\n\t\tconst MODE64BIT = 0b0000_0100;\n\t\tconst PROVISIONKEY = 0b0001_0000;\n\t\tconst EINITTOKENKEY = 0b0010_0000;\n\t\tconst CET = 0b0100_0000;\n\t\tconst KSS = 0b1000_0000;\n\t}\n}\n\n// file: common/inc/sgx_attributes.h\n\n/* Enclave Flags Bit Masks */\n#define SGX_FLAGS_INITTED 0x0000000000000001ULL /* If set, then the enclave is initialized */\n#define SGX_FLAGS_DEBUG 0x0000000000000002ULL /* If set, then the enclave is debug */\n#define SGX_FLAGS_MODE64BIT 0x0000000000000004ULL /* If set, then the enclave is 64 bit */\n#define SGX_FLAGS_PROVISION_KEY 0x0000000000000010ULL /* If set, then the enclave has access to provision key */\n#define SGX_FLAGS_EINITTOKEN_KEY 0x0000000000000020ULL /* If set, then the enclave has access to EINITTOKEN key */\n#define SGX_FLAGS_KSS 0x0000000000000080ULL /* If set, then the enclave uses KSS */\n#define SGX_FLAGS_AEX_NOTIFY 0x0000000000000400ULL /* If set, then the enclave enables AEX Notify */\n\n/* XSAVE Feature Request Mask */\n#define SGX_XFRM_LEGACY 0x0000000000000003ULL /* Legacy XFRM which includes the basic feature bits required by SGX, x87 state(0x01) and SSE state(0x02) */\n#define SGX_XFRM_AVX 0x0000000000000006ULL /* AVX XFRM which includes AVX state(0x04) and SSE state(0x02) required by AVX */\n#define SGX_XFRM_AVX512 0x00000000000000E6ULL /* AVX-512 XFRM */\n#define SGX_XFRM_MPX 0x0000000000000018ULL /* MPX XFRM - not supported */\n#define SGX_XFRM_PKRU 0x0000000000000200ULL /* PKRU state */\n#define SGX_XFRM_AMX 0x0000000000060000ULL /* AMX XFRM, including XTILEDATA(0x40000) and XTILECFG(0x20000) */\n\nMost user enclaves only need to enable the MODE64BIT attribute in production.\nThe KSS attribute enables the Key sharing and separation (KSS) feature.\nThe Extended Features Request Mask (xfrm) allows an enclave to ensure certain CPU features (e.g., SSE, AESNI) are available, or the enclave will fail to load.\nEnclave Miscselect\n \n #\n \n\n\npub struct Miscselect: u32 {\n\tconst EXINFO = 0b0000_0001;\n}\n\nKEYREQUEST\n \n #\n \n\n\nA struct which gets fed into the Seal Key KDF in order to generate keys for sealing or remote attestation.\nThe keyname is a user-defined label\nstruct Keyrequest {\n keyname: u16,\n keypolicy: Keypolicy,\n isvsvn: u16,\n _reserved1: u16,\n cpusvn: [u8; 16],\n attributemask: [u64; 2],\n keyid: [u8; 32],\n miscmask: u32,\n _reserved2: [u8; 436],\n}\n\nstruct Keypolicy: u16 {\n\tconst MRENCLAVE = 0b0000_0001;\n\tconst MRSIGNER = 0b0000_0010;\n}\n\n#[repr(u16)]\nenum Keyname {\n Einittoken = 0,\n Provision = 1,\n ProvisionSeal = 2,\n Report = 3,\n Seal = 4,\n}\n\nKey sharing and separation (KSS)\n \n #\n \n\n\nSee: https://www.fortanix.com/blog/2018/02/upcoming-intel-sgx-features-explained#key-sharing-and-separation-kss\nPremise: Communicating between two different enclaves is cumbersome. The KSS feature adds more flexibility.\nThe new KSS feature adds a configuration value+SVN and two extra 16-byte product IDs.\nThe 64-byte configuration value and 2-byte SVN is used as a post-init identity. The value affects the attestation identity and (optionally) seal key derivation, but isn't included in the Sigstruct. This allows a single enclave binary that is specialized into different services (with different identities!) at load time.\nThe extra product IDs are \"family ID\" and \"extra product ID\" (but can be used for other purposes). They can be used in seal key derivation. The IDs are included in the Sigstruct but not the EINITTOKEN. meaning a launch enclave can't use these for access controls.\n","id":"https://phlip9.com/notes/confidential computing/intel SGX/SGX lingo/","title":"SGX lingo"},"https://phlip9.com/notes/confidential computing/intel SGX/overview/":{"body":"intel SGX - overview\n\nWikipedia: https://www.wikiwand.com/en/Software_Guard_Extensions\n\nThey allow user-level as well as operating system code to define private regions of memory, called enclaves, whose contents are protected and unable to be either read or saved by any process outside the enclave itself, including processes running at higher privilege levels\n\n\nApplications running inside of SGX must be written to be side channel resistant as SGX does not protect against side channel measurement or observation.\n\n\nEnclaves cannot use sockets because enclaves rely on the untrusted application that loads the enclave to communicate with external components. Enclaves cannot create independent communication channels to outside entities. This would break their security and trust model. source\n\n\n\nEnclave memory cannot be read or written from outside the enclave regardless of the current privilege level and CPU mode.\nProduction enclaves cannot be debugged by software or hardware debuggers.\nThe enclave environment cannot be entered through classic function calls, jumps, register manipulation, or stack manipulation. The only way to call an enclave function is through a new instruction that performs several protection checks.\nEnclave memory is encrypted using industry-standard encryption algorithms with replay protection. Tapping the memory or connecting the DRAM modules to another system will yield only encrypted data.\nThe memory encryption key randomly changes every power cycle. The key is stored within the CPU and is not accessible.\nData isolated within enclaves can only be accessed by code that shares the enclave.\n\n\nSee also SGX 101\n\nWith SGX, your CPU comes with two new 128bit keys: RPK & RSK\nRPK: Root Provisioning Key. Known only to Intel.\nRSK: Root Sealing Key. Most derived keys based on RSK.\nNew DRAM key (derived from RSK?) every power cycle.\nRemote Attestation is enforced for the client to prove to the service provider that an enclave is running a given software, inside a given CPU, with a given security level, for a given Individual Software Vender (ISV). This is required before the service provider decides to provide requested secrets.\nSealed Storage is required to save secret data to untrusted media. Note that data and code inside enclaves are not secrets. They are just logics that are required to process the secret and most of them are open sourced or can be reverse engineered. Therefore, secrets are provisioned later by the service provider and should be stored out of the enclave through sealing mechanism when necessary (e.g. for future usage).\n\nSecurity Limitations\n \n #\n \n\n\n\nCache timing attacks\nPhysical attacks. E.g. laser fault injection attacks\nMicrocode malicious patching\nUntrusted I/O\nHuman element. E.g. trusted development environment\nCPU bugs and bugs in dependencies.\n\nApplication Design\n \n #\n \n\n\nApplication design with Intel SGX requires that the application be divided into two components:\n\n\nTrusted component: This is the enclave. The code that resides in the trusted code is the code that accesses an application’s secrets. An application can have more than one trusted component/enclave.\n\n\nUntrusted component: This is the rest of the application and any of its modules. It is important to note that, from the standpoint of an enclave, the OS and the VMM are considered untrusted components.\n\n\nFairly expensive to communicate back-and-forth (how much?)\n\n\nECalls -> call into enclave\n\n\nOCalls -> call out to untrusted code\n\n\nproxy generation via EDL (enclave description language)\n\n\nspecialized memory allocator. limitations on stack/heap sizes, threads, etc...\n\n\nEnclave runs concurrently with the OS. You start the enclave, and it runs in the background until you shut it down again.\n\n\nCan read/write files O_o (sgx_tprotected_fs)\n\n\nNeed to declare # threads and stack/heap sizes up front.\n\n\nVideo uses lazy_static to save enclave state between ECalls : /\n\n\nAttestation\n \n #\n \n\n\n\nSealing\n \n #\n \n\n\nSealing is the process of encrypting data so that it can be written to untrusted memory or storage without revealing its contents. The data can be read back in by the enclave at a later date and unsealed (decrypted). The encryption keys are derived internally on demand and are not exposed to the enclave.\nThere are two methods of sealing data:\n\nEnclave Identity: This method produces a key that is unique to this exact enclave.\nSealing Identity: This method produces a key that is based on the identity of the enclave’s Sealing Authority. Multiple enclaves from the same signing authority can derive the same key.\n\nHardware Requirements\n \n #\n \n\n\n\nIntel CPU later than 2015+\n\nPerformance Overhead\n \n #\n \n\n\ncalling some max(&[u32]) function inside enclave.\nsource: https://medium.com/@danny_harnik/impressions-of-intel-sgx-performance-22442093595a\n\nsgx-perf: A Performance Analysis Tool for Intel SGX Enclaves (2018)\n\nWe measured transition times of ≈5,850 cycles (≈2.1 µs) with a warm cache for one round-trip (see §5 for the experimental settings). In the second case, we measured a transition time of ≈10,170 cycles (≈3.8 µs), ≈1.74× more than without patches. Finally, with all the updates and microcodes to address the Spectre and Foreshadow vulnerabilities enclave transitions became even slower, resulting in a round-trip time of ≈13,100 cycles (≈4.9 µs), ≈ 2.24× more. This further underlines the need to save on enclave transitions.\n\nAbout 20,000 transitions/sec? per thread? overall?\n\nIn-Enclave Synchronisation: Enclaves can be multi-threaded and therefore need synchronisation primitives. Unfortunately, as sleeping is not possible inside enclaves, the in-enclave synchronisation primitives provided by the SGX SDK implement additional ocalls to sleep outside of the enclave.\n\n\nThe SDK offers mutexes that work as follows: if a thread tries to lock an unlocked mutex, then this operation succeeds without needing to leave the enclave. Whenever a thread tries to lock an already locked mutex, it will put itself into a queue and exit the enclave via an ocall to sleep\n\n\nEnclave Paging: Another important factor for enclave performance is enclave size, especially the size of the working set. SGX stores all enclaves inside the EPC which on current implementations has a size of 128 MiB. Of those, 93 MiB are usable.\n\nSGXv1 requires pre-declared limits on stack/heap allocations.\n\nWith SGX v2, this becomes less of a problem, as the enclave can be extended after creation. Therefore, the enclave can be created small and as soon as stack or heap are exhausted, new pages may be added on-demand.\n\n\nEnclave Signing\n \n #\n \n\n\nhttps://docs.conclave.net/signing.html\nEnclaves must be signed. With modern SGX servers you may self-sign your enclaves, but, a signature is still required.\nWhy is signing required?\n \n #\n \n\n\nSigning requirements are a part of the Intel SGX architecture. The enclave signature is used for two different purposes:\n\nLinking different enclave versions together into an upgrade path, so new enclaves can decrypt data stored by or sent to old enclaves.\nAuthorising which enclaves can be executed on a host.\n\nRestricting which enclaves can launch on a host ensures that datacenter providers aren't hosting server processes they can't examine (??????) or turn over to law enforcement. It also makes it harder for people to write malware with un-debuggable cores (loooool), and is part of the privacy (anti-tracking) infrastructure in SGX.\nUsing signatures to link binaries into a single upgrade path is the same technique used by Android and iOS to move permissions and stored data from old to new apps.\nSigning is also used to authorise which enclaves can start. By default Intel chips won't start an enclave unless it's signed by an Intel key, but this behaviour can be changed and on Azure (see \"Deploying to Azure\") enclaves can be self-signed. If you want to use older hardware getting whitelisted by Intel is free and can be done quickly. It's a similar process to getting an SSL certificate but using different tools.\nOn Xeon E CPUs with Intel FLC support in the chipset, and a recent enough kernel driver, the owner can add their own whitelisting authorities via BIOS/UEFI firmware settings. This means they can replace the default \"must be approved by Intel\" launch control logic with their own (which may e.g. only allow their own enclaves, or may allow any self-signed enclave).\nHosted SGX\n \n #\n \n\n\nAzure\n \n #\n \n\n\nAzure Confidential Compute\nPricing (2022/02/18):\nhttps://azure.microsoft.com/en-us/pricing/details/virtual-machines/linux/\nFilters: US East 2 + grep \"SGX\"\nDCsv2- and DCdsv3-series\nThe DCsv2-series virtual machines can help protect the confidentiality and integrity of your data and code while it’s processed in the public cloud. These machines are backed by 3.7GHz Intel® Xeon E-2288G (Coffee Lake) with SGX technology. With the Intel® Turbo Boost Technology these machines can go up to 5.0GHz. DC series instances enable customers to build secure enclave-based applications to protect their code and data while it’s in use.\nDCsv2-series is ideal for workloads that require smaller EPC (Enclave Page Cache) memory.\nInstanceCoresRAMTemporary Storage$/hr (useast2)$/hr (uswest1)\nDC1s v214 GiB50 GiB$0.125/hr\nDC2s v228 GiB100 GiB$0.250/hr\n..\nDC8s v2832 GiB400 GiB$0.998/hr\n\nDCsv3- and DCdsv3-series\nThe DCsv3 and DCdsv3-series virtual machines run the 3rd Generation Intel® Xeon Scalable (Ice Lake) processor with hyper-threading disabled for a hardened security posture. These VMs are designed to protect the confidentiality and integrity of your data in the cloud. Featuring Intel® SGX (Software Guard Extensions), customers can create private regions of memory, called enclaves, to protect code and data in use. DCsv3 and DCdsv3-series enables customers to up to 1500X larger enclaves than before.\nInstanceCoresRAMTemporary Storage$/hr (useast2)$/hr (uswest1)\nDC1s v318 GiBN/A$0.096/hr$0.125/hr\nDC2s v3216 GiBN/A$0.192/hr$0.250/hr\n..\nDC48s v348384 GiBN/A$4.608/hr$5.990/hr\n\nDC1ds v318 GiB75 GiB$0.113/hr$0.147/hr\nDC2ds v3216 GiB150 GiB$0.226/hr$0.294/hr\n..\nDC48ds v348384 GiB2400 GiB$5.424/hr$7.051/hr\n\n\nGoogle Cloud\n \n #\n \n\n\nGoogle Cloud Confidential Compute\nCloud Vendor Support Table\n \n #\n \n\n\n\nPacket.net, IBM and Alibaba have Bare Metal Instances available that allow the execution of SGX instructions to create secure enclaves in the cloud. See IBM Cloud Bare Metal Instances and Alibaba ECS Bare Metal Instance. If you were able to experiment with SGX in the Cloud, please let us know!\nBoth AWS and Google have CPUs that capable of SGX but the execution is disabled. We discussed that into detail here. According to a Intel forum post.\n\nVendorServicenameCPU SGX capableSGX activated in BIOSDateSource\nAWSEC2 C5 instancesYES, SGX1 and SGX2NO, SGX not activated in BIOSApr 2018Issue 37\nAzureAzure Confidential Computing Public PreviewYES, SGX1, SGX2YES, SGX1, SGX2Oct 2018Blog\nGoogleN1 instancesYES, SGX1 and SGX2NO, SGX not activated in BIOSApr 2018Issue 38\nIBMIBM Cloud Bare Metal InstancesYES, unknown versionYESMay 2018Issue 46\npacket.netReserved HardwareYES, SGX1YESApr 2018Issue 44\nAlibaba CloudECS Bare Metal InstanceYES, unknown versionYESSep 2018Docs, Issue 50\nOVHcloudInfrastructure Dedicated ServersYES, unknown versionYESSep 2019Docs, Issue 66\nAlibaba CloudECS Security-enhanced family (public preview)YES, SGX2YESJuly 2021Docs\n\nHardware that supports Intel SGX\n \n #\n \n\n\nSee: ayeks/SGX-hardware\nDesktop Hardware SKUs\n \n #\n \n\n\nMarketing NameProcessor#Post-Conversion S-Spec\nIntel® Corei7-6700KSR2L0\nIntel® Corei5-6400TSR2L1\nIntel® Corei7-6700SR2L2\nIntel® Corei7-6700TSR2L3\nIntel® Corei5-6600KSR2L4\nIntel® Corei5-6600SR2L5\nIntel® Corei5-6500SR2L6\nIntel® Corei5-6400SR2L7\nIntel® Corei5-6500TSR2L8\nIntel® Corei5-6600TSR2L9\nIntel® Xeon®E3-1280 v5SR2LC\nIntel® Xeon®E3-1240 v5SR2LD\nIntel® Xeon®E3-1230 v5SR2LE\nIntel® Xeon®E3-1270 v5SR2LF\nIntel® Xeon®E3-1220 v5SR2LG\nIntel® Xeon®E3-1260L v5SR2LH\nIntel® Xeon®E3-1225 v5SR2LJ\nIntel® Xeon®E3-1275 v5SR2LK\nIntel® Xeon®E3-1245 v5SR2LL\nIntel® Xeon®E3-1235L v5SR2LM\nIntel® Xeon®E3-1240L v5SR2LN\n\n","id":"https://phlip9.com/notes/confidential computing/intel SGX/overview/","title":"overview"},"https://phlip9.com/notes/confidential computing/intel SGX/remote attestation/":{"body":"remote attestation\n\nGoals\n \n #\n \n\n\n\nThe point of Remote Attestation is to prove to a remote client:\n\nOur software is running inside a genuine Intel enclave.\nThe enclave is running a fully up-to-date system at the latest security level.\nThe software itself is running a specific, developer-defined version, called an ISV SVN.\nThe software is signed by a specific authority, called the Signer Measurement (MRSIGNER).\nThe software's initial state (code & data) is exactly as we expect, communicated via a cryptographic summary called the Enclave Measurement (MRENCLAVE).\n(Optional) additional data was present and acknowledged by the enclave when it generated the attestation, called the ReportData.\n\nThis slot can be used to pass info to the attestation verifier, e.g., enclave application pubkeys, freshness nonces, timestamps.\nThe size is only 64-bytes, so if you have lots of things to attest to, you'll need to attest to a commitment rather than the data itself\n\n\n\n\nOnce the client decides they can trust the enclave's attestation (according to some configurable policy), they can open a secure channel with the enclave.\nOver the secure channel, the client can issue commands or provision secrets into the enclave. These secrets remain encryped and unintelligible to the outside, untrusted service provider, machine, and OS.\n\nRemote attestation procedure in detail\n \n #\n \n\n\nAttesting to another local enclave is easy and efficient.\nAttesting to a remote client requires a few extra steps:\n\nThe application enclave generates a Report, which includes the various things we want to attest to, described above.\nAsk the local Quoting Enclave (QE) to sign the application enclave's report with its Attestation Key (AK), usually via the Architectural Enclave Service Manager (AESM) API.\n(Optional) The application enclave can verify that the Quote was generated by a trusted Quoting Enclave (QE) on the local machine.\n\nIn theory, this step is optional, since the remote attestation verifier should ultimately reject an invalid Quote. However this step can give the enclave itself assurance that it's talking to a legitimate QE.\nWhen requesting a Quote, the application enclave can provide a 16-byte nonce to ensure freshness (preventing replay attacks of old quotes).\nFrom the AESM or Quoting Library, the application enclave should receive a serialized quote and QE Report from their Quote request.\nThis QE Report is a Report generated by the Quoting Enclave. The application enclave should check that the Quoting Enclave ID in the QE Report is trustworthy.\nThe application should then check that the QE Report's ReportData field contains the value SHA-256(nonce || quote) || [0; 32].\nFinally, the application enclave should check that the Quote actually contains its own Report.\n\n\n(EPID-only) This signed report, called a Quote, is sent to the endorsement service Intel Attestation Services (IAS) who will endorse (read: sign with its cert) the report IFF it believes the Quote is valid.\n\nThis endorsed Quote is now verifiable by anyone that knows the endorsement service's root CA cert.\nThe remote Intel-run IAS is the only party that can endorse these EPID Quotes. This makes Intel's service an interactive party in our attestation protocol flow when using EPID Quotes.\n\n\n(ECDSA-only) The report is signed by an ECDSA Attestation Key in a Quoting Enclave. The Attestation Key is endorsed by an Attestation Key Cert from the Provisioning Certification Enclave (PCE).\n\nAttestation Key Algorithms\n \n #\n \n\n\nThere are a two-ish different Attestation Key (TODO link) algorithms that each have different tradeoffs and TCB surface.\n\nECDSA P256 or ECDSA P384\n\nsimple, but ids are public and linkable. This is not a problem in data centers or confidential computing scenarios.\n\n\nIntel Enhanced Privacy ID (EPID)\n\ncomplicated, but ids are private and revocations are efficient.\nsignificant increased protocol complexity.\nIntel verifier is all attestations.\n\n\n\nSee: sgx_types::sgx_ql_attestation_algorithm_id_t\nRemote Attestation Quote Verification\n \n #\n \n\n\nTo help visualize how the chain-of-trust extends from our Trust Root (the Intel SGX Root CA) to the enclave's attested values (usually a TLS cert pubkey), I've made this helpful diagram.\nQuickly recapping, the User starts with three trusted objects:\n\nthe Intel SGX Root CA\nthe acceptable Quoting Enclave identities, retrieved from the IAS (not depicted)\nthe acceptable Application Enclave identities (e.g., MRSIGNER or MRENCLAVE)\n\nThe Application Enclave usually provides the Quote to the User as part of setting up a secure transport channel. The User wants to verify the Quote to ensure the enclave is running the expected software.\nThis particular diagram shows the ECDSA DCAP-QL Quote structure and how each component commits or signs other sub-components. The flow is somewhat different for EPID-based attestation Quotes.\n\nPCK lookup service\n \n #\n \n\n\nIntel DCAP - Provisioning Certificate Caching Service (PCCS)\nGET platform's Provisioning Certification Key (PCK) certs\n \n #\n \n\n\nThe platform is identified by its encrypted Platform Provisioning ID (PPID) and Provisioning Certification Enclave ID (PCE-ID).\nGET Current Intel Quoting Enclave (QE) and Quote Verification Enclave (QVE) Identities\n \n #\n \n\n\nQuery the Intel Trusted Services API for current valid Quoting Enclave (QE) identity.\n$ curl -v -X GET \"https://api.trustedservices.intel.com/sgx/certification/v3/qe/identity\"\n\n{\n \"enclaveIdentity\": {\n \"id\": \"QE\",\n \"version\": 2,\n \"issueDate\": \"2022-04-12T21:57:18Z\",\n \"nextUpdate\": \"2022-05-12T21:57:18Z\",\n \"tcbEvaluationDataNumber\": 12,\n \"miscselect\": \"00000000\",\n \"miscselectMask\": \"FFFFFFFF\",\n \"attributes\": \"11000000000000000000000000000000\",\n \"attributesMask\": \"FBFFFFFFFFFFFFFF0000000000000000\",\n \"mrsigner\": \"8C4F5775D796503E96137F77C68A829A0056AC8DED70140B081B094490C57BFF\",\n \"isvprodid\": 1,\n \"tcbLevels\": [\n {\n \"tcb\": {\n \"isvsvn\": 6\n },\n \"tcbDate\": \"2021-11-10T00:00:00Z\",\n \"tcbStatus\": \"UpToDate\"\n },\n {\n \"tcb\": {\n \"isvsvn\": 5\n },\n \"tcbDate\": \"2020-11-11T00:00:00Z\",\n \"tcbStatus\": \"OutOfDate\"\n },\n {\n \"tcb\": {\n \"isvsvn\": 4\n },\n \"tcbDate\": \"2019-11-13T00:00:00Z\",\n \"tcbStatus\": \"OutOfDate\"\n },\n {\n \"tcb\": {\n \"isvsvn\": 2\n },\n \"tcbDate\": \"2019-05-15T00:00:00Z\",\n \"tcbStatus\": \"OutOfDate\"\n },\n {\n \"tcb\": {\n \"isvsvn\": 1\n },\n \"tcbDate\": \"2018-08-15T00:00:00Z\",\n \"tcbStatus\": \"OutOfDate\"\n }\n ]\n },\n \"signature\": \"1750f7e5997a8cb5ba2073f7a4312e43f5771a409e0610b20428dffebe51e53a6eadfb5691045b0819b29754dd6f5cfd20837b0e6f76e2307146dd3deb5203be\"\n}\n\nLikewise, there's a similar endpoint for looking up the Quote Verification Enclave (QVE) identity:\n$ curl -v -X GET \"https://api.trustedservices.intel.com/sgx/certification/v3/qve/identity\"\n\nFor both responses, the \"signature\" field contains a signature over the \"enclaveIdentity\" body (hex-encoded, no whitespace, very canonical lmao) using the TCB Info Signing Key.\nDetermining if an SGX Enclave identity matches the standard Quoting Enclave Identity\n \n #\n \n\n\n\nRetrieve standard Quoting Enclave Identity from the Intel SGX Provisioning Certification Service (PCS) and verify that it is a valid structure issued by Intel.\nPerform the following comparison of SGX Enclave Report against the retrieved QE Identity:\n\nVerify if MRSIGNER field retrieved from SGX Enclave Report is equal to the value of mrsigner field in QE Identity.\nVerify if ISVPRODID field retrieved from SGX Enclave Report is equal to the value of isvprodid field in QE Identity.\nApply miscselectMask (binary mask) from QE Identity to MISCSELECT field retrieved from SGX Enclave Report. Verify if the outcome (miscselectMask & MISCSELECT) is equal to the value of miscselect field in QE Identity.\nApply attributesMask (binary mask) from QE Identity to ATTRIBUTES field retrieved from SGX Enclave Report. Verify if the outcome (attributesMask & ATTRIBUTES) is equal to the value of attributes field in QE Identity.\n\n\nIf any of the checks above fail, the identity of the enclave does not match QE Identity published by Intel.\nDetermine a TCB status of the Quoting Enclave:\n\nRetrieve a collection of TCB Levels (sorted by ISVSVNs) from tcbLevels field in QE Identity structure.\nGo over the list of TCB Levels (descending order) and find the one that has ISVSVN that is lower or equal to the ISVSVN value from SGX Enclave Report.\nIf a TCB level is found, read its status from tcbStatus field, otherwise your TCB Level is not supported.\n\n\n\nGET TCB info for a given CPU family/platform\n \n #\n \n\n\nThe platform is identified by an FMSPC (Family, Model, Stepping, Platform Type, Customized SKU) hex-encoded 6-byte array.\ncurl -v -X GET \"https://api.trustedservices.intel.com/sgx/certification/v3/tcb?fmspc={}\"\n\n{\n \"tcbInfo\":{\n\t \"version\":2,\n\t \"issueDate\":\"2019-07-30T12:00:00Z\",\n\t \"nextUpdate\":\"2019-08-30T12:00:00Z\",\n\t \"fmspc\":\"000000000000\",\n\t \"pceId\":\"0000\",\n\t \"tcbType\": 0,\n\t \"tcbEvaluationDataNumber\": 2,\n\t \"tcbLevels\":[\n\t\t {\n\t\t\t\"tcb\":{\n\t\t\t \"sgxtcbcomp01svn\":0,\n\t\t\t \"sgxtcbcomp02svn\":0,\n\t\t\t \"sgxtcbcomp03svn\":0,\n\t\t\t \"sgxtcbcomp04svn\":0,\n\t\t\t \"sgxtcbcomp05svn\":0,\n\t\t\t \"sgxtcbcomp06svn\":0,\n\t\t\t \"sgxtcbcomp07svn\":0,\n\t\t\t \"sgxtcbcomp08svn\":0,\n\t\t\t \"sgxtcbcomp09svn\":0,\n\t\t\t \"sgxtcbcomp10svn\":0,\n\t\t\t \"sgxtcbcomp11svn\":0,\n\t\t\t \"sgxtcbcomp12svn\":0,\n\t\t\t \"sgxtcbcomp13svn\":0,\n\t\t\t \"sgxtcbcomp14svn\":0,\n\t\t\t \"sgxtcbcomp15svn\":0,\n\t\t\t \"sgxtcbcomp16svn\":0,\n\t\t\t \"pcesvn\":0\n\t\t\t},\n\t\t\t\"tcbDate\":\"2019-07-11T12:00:00Z\",\n\t\t\t\"tcbStatus\": \"UpToDate\",\n\t\t\t\"advisoryIDs\": [\"INTEL-SA-00079\", \"INTEL-SA-00076\"]\n\t\t }\n\t ]\n },\n \"signature\":\"e45785756a06abfabb2eb6481c3b67c8a0729142e10e06e6415948a88e2f2e773bb2ff9f513ec32e4c5afb15883ab653393f8082f69b69ba19a2a21e3eefee7c\"\n}\n\nDetermine the status of a TCB level for a platform\n \n #\n \n\n\nWe use this API to verify that a given platform's current TCB is not vulnerable or revoked.\n\nRetrieve FMSPC value from SGX PCK Certificate assigned to a given platform.\nRetrieve TCB Info matching the FMSPC value.\nGo over the sorted collection of TCB Levels retrieved from TCB Info starting from the first item on the list:\n\nCompare all of the SGX TCB Comp SVNs retrieved from the SGX PCK Certificate (from 01 to 16) with the corresponding values in the TCB Level. If all SGX TCB Comp SVNs in the certificate are greater or equal to the corresponding values in TCB Level, go to 3.b, otherwise move to the next item on TCB Levels list.\nCompare PCESVN value retrieved from the SGX PCK certificate with the corresponding value in the TCB Level. If it is greater or equal to the value in TCB Level, read status assigned to this TCB level. Otherwise, move to the next item on TCB Levels list.\n\n\nIf no TCB level matches your SGX PCK Certificate, your TCB Level is not supported.\n\nMisc\n \n #\n \n\n\nIntel SGX Services\nIntel Trusted Services API Developer Dashboard\nscrtlabs/SecretNetwork/x/registration/remote_attestation\nscrtlabs/SecretNetwork/cosmwasm/enclaves\n","id":"https://phlip9.com/notes/confidential computing/intel SGX/remote attestation/","title":"remote attestation"},"https://phlip9.com/notes/confidential computing/intel SGX/sealing/":{"body":"sealing\n\n\nSome enclaves need to be able to securely persist state across machine restarts. Sealing provides one piece of the puzzle.\nReal code in oasis-core for sealing\n\nDeriving some Key Material\n \n #\n \n\n\nWhile an enclave is running, the enclave application code has access to the EGETKEY instruction. Enclaves use this to derive Seal Key material.\n\nEnclave application code calls EREPORT to obtain the CPU SVN and ISV SVN.\nThe enclave application prepares a KEYREQUEST struct with appropriate fields.\n\nThe keyname=4, for Seal Key.\nChoose a Key Request Policy.\nChoose a keyid. This should be a hashed Domain Separation Value, like you would input to a normal KDF. Some places also seem to use a random value, which you prepend in plaintext next to the ciphertext? Not sure when that's necessary. Is this also functioning like a nonce or something? Need to investigate...\n\n\nUser code calls the EGETKEY instruction with the KEYREQUEST.\nThe instruction derives key material according to the policy defined by the KEYREQUEST and returns 128-bits key material to the enclave code.\n\nIF the Keyrequest.ISVSVN > Enclave.ISVSVN or Keyrequest.CPUSVN > Enclave.CPUSVN, THEN the key request fails.\n\n\n\nYou can also view the full EGETKEY flow and some real code in oasis-core that calls EGETKEY.\nKey Request Policy\n \n #\n \n\n\nThe enclave has two options\n\nThe enclave can request a key derived from the Enclave Measurement (MRENCLAVE), which pins a derived key to the exact (1) TCB version, (2) enclave code, and (3) CPU product ID.\nThe key can also be derived from the Enclave Signer's Identity, which allows any enclave signed with this identity to derive the same keys. Newer enclave versions can also successfully derive keys created on older versions, but older versions will fail to derive keys created on newer versions. See Preventing Version Downgrade Attacks.\n\nPreventing Version Downgrade Attacks\n \n #\n \n\n\nOlder versions of an enclave should not be able to derive keys or read sealed data from a newer enclave version. To prevent these downgrading attacks, the KEYREQUEST also contains the current CPU SVN and ISV SVN. The EGETKEY intrinsic will then verify that the keyrequest CPU SVN and ISV SVN are not beyond the current CPU SVN and enclave ISV SVN.\nSealing Pattern\n \n #\n \n\n\nSealed data should effectively include the SGX lingo > KEYREQUEST used to seal the data. When an enclave wants to decrypt some sealed data, it just passes this attached KEYREQUEST to EGETKEY. An enclave should then reseal the data, but with a freshly generated Seal Key. This will ratchet any old secure platform versions forward.\nMigrating data between enclaves\n \n #\n \n\n\n\nSame platform, same enclave, different instances\n\nOffline migration is always possible. Both enclaves will simply rederive the same keys.\n\n\nSame platform, different enclave versions\n\nIf the enclave has a newer security version for the CPU SVN + ISV SVN and the Keypolicy is set to MRSIGNER\n\nThen Offline migration is possible. Both enclaves will derive the same keys.\n\n\nOtherwise, online migration is necessary.\n\n\nDifferent platform, same or different enclave\n\nOnline migration is necessary.\n\n\n\nOffline migration\n \n #\n \n\n\nWe say offline migration is available when no coordination is required for two enclaves to read each other's sealed data.\nOnline migration\n \n #\n \n\n\nIn contrast, online migration requires both enclaves to coordinate. Both enclaves usually need to be online and able to communicate. The enclaves then establish a secure channel using remote attestation and migrate secrets or other unsealed data over the secure channel.\nAnother approach is to delegate key distribution to a shared enclave service. This is what oasis does with their oasis > Key Manager Enclaves. Here compute enclaves store their machine-specific keys with the key manager enclaves, along with a policy for which other enclaves can read the keys. This way enclaves don't need to communicate with or attest each other directly and can instead just query the local key manager enclave.\nExamples\n \n #\n \n\n\noasis\n \n #\n \n\n\nSee: oasis > Sealing\nintel/linux-sgx\n \n #\n \n\n\nhttps://github.com/intel/linux-sgx/blob/26c458905b72e66db7ac1feae04b43461ce1b76f/sdk/tseal/tSeal.cpp\nextern \"C\" sgx_status_t sgx_seal_data_ex(\n\tconst uint16_t key_policy,\n\tconst sgx_attributes_t attribute_mask,\n\tconst sgx_misc_select_t misc_mask,\n\tconst uint32_t additional_MACtext_length,\n\tconst uint8_t *p_additional_MACtext,\n\tconst uint32_t text2encrypt_length,\n\tconst uint8_t *p_text2encrypt,\n\tconst uint32_t sealed_data_size,\n\tsgx_sealed_data_t *p_sealed_data\n) {\n sgx_status_t err = SGX_ERROR_UNEXPECTED;\n sgx_key_id_t keyID;\n sgx_key_request_t tmp_key_request;\n uint8_t payload_iv[SGX_SEAL_IV_SIZE];\n memset(&payload_iv, 0, sizeof(payload_iv));\n\n\n uint32_t sealedDataSize = sgx_calc_sealed_data_size(additional_MACtext_length,text2encrypt_length);\n // Check for overflow\n if (sealedDataSize == UINT32_MAX)\n {\n return SGX_ERROR_INVALID_PARAMETER;\n }\n\n //\n // Check parameters\n //\n // check key_request->key_policy:\n // 1. Reserved bits are not set\n // 2. Either MRENCLAVE or MRSIGNER is set\n if ((key_policy & ~(SGX_KEYPOLICY_MRENCLAVE | SGX_KEYPOLICY_MRSIGNER | (KEY_POLICY_KSS) | SGX_KEYPOLICY_NOISVPRODID)) ||\n (key_policy & (SGX_KEYPOLICY_MRENCLAVE | SGX_KEYPOLICY_MRSIGNER)) == 0)\n {\n return SGX_ERROR_INVALID_PARAMETER;\n }\n if ( !(attribute_mask.flags & SGX_FLAGS_INITTED)\n || !(attribute_mask.flags & SGX_FLAGS_DEBUG) )\n {\n return SGX_ERROR_INVALID_PARAMETER;\n }\n if ((additional_MACtext_length > 0) && (p_additional_MACtext == NULL))\n {\n return SGX_ERROR_INVALID_PARAMETER;\n }\n if ((text2encrypt_length == 0) || (p_text2encrypt == NULL) || (!sgx_is_within_enclave(p_text2encrypt,text2encrypt_length)))\n {\n return SGX_ERROR_INVALID_PARAMETER;\n }\n // Ensure sealed data blob is within an enclave during the sealing process\n if ((p_sealed_data == NULL) || (!sgx_is_within_enclave(p_sealed_data,sealed_data_size)))\n {\n return SGX_ERROR_INVALID_PARAMETER;\n }\n // Ensure aad data does not cross enclave boundary\n if ((additional_MACtext_length > 0) &&\n (!(sgx_is_within_enclave(p_additional_MACtext,additional_MACtext_length) || sgx_is_outside_enclave(p_additional_MACtext, additional_MACtext_length))))\n {\n return SGX_ERROR_INVALID_PARAMETER;\n }\n if (sealedDataSize != sealed_data_size)\n {\n return SGX_ERROR_INVALID_PARAMETER;\n }\n memset(p_sealed_data, 0, sealedDataSize);\n memset(&keyID, 0, sizeof(sgx_key_id_t));\n memset(&tmp_key_request, 0, sizeof(sgx_key_request_t));\n\n // Get the report to obtain isv_svn and cpu_svn\n const sgx_report_t *report = sgx_self_report();\n\n // Get a random number to populate the key_id of the key_request\n err = sgx_read_rand(reinterpret_cast<uint8_t *>(&keyID), sizeof(sgx_key_id_t));\n if (err != SGX_SUCCESS)\n {\n goto clear_return;\n }\n\n memcpy(&(tmp_key_request.cpu_svn), &(report->body.cpu_svn), sizeof(sgx_cpu_svn_t));\n memcpy(&(tmp_key_request.isv_svn), &(report->body.isv_svn), sizeof(sgx_isv_svn_t));\n tmp_key_request.config_svn = report->body.config_svn;\n tmp_key_request.key_name = SGX_KEYSELECT_SEAL;\n tmp_key_request.key_policy = key_policy;\n tmp_key_request.attribute_mask.flags = attribute_mask.flags;\n tmp_key_request.attribute_mask.xfrm = attribute_mask.xfrm;\n memcpy(&(tmp_key_request.key_id), &keyID, sizeof(sgx_key_id_t));\n tmp_key_request.misc_mask = misc_mask;\n\n err = random_stack_advance<0x400>(sgx_seal_data_iv, additional_MACtext_length, p_additional_MACtext,\n text2encrypt_length, p_text2encrypt, payload_iv, &tmp_key_request, p_sealed_data);\n\n if (err == SGX_SUCCESS)\n {\n // Copy data from the temporary key request buffer to the sealed data blob\n memcpy(&(p_sealed_data->key_request), &tmp_key_request, sizeof(sgx_key_request_t));\n }\nclear_return:\n // Clear temp state\n memset_s(&keyID, sizeof(sgx_key_id_t), 0, sizeof(sgx_key_id_t));\n return err;\n}\n\nopenenclave\n \n #\n \n\n\nhttps://github.com/openenclave/openenclave/blob/master/enclave/core/seal.c#L93\n\noe_result_t oe_seal(\n const oe_uuid_t* plugin_id,\n const oe_seal_setting_t* settings,\n size_t settings_count,\n const uint8_t* plaintext,\n size_t plaintext_size,\n const uint8_t* additional_data,\n size_t additional_data_size,\n uint8_t** blob,\n size_t* blob_size)\n{\n oe_result_t result;\n const oe_seal_plugin_definition_t* plugin;\n size_t i;\n\n if (blob == NULL || blob_size == NULL)\n return OE_INVALID_PARAMETER;\n\n *blob = NULL;\n *blob_size = 0;\n\n if ((settings == NULL) != (settings_count == 0) ||\n !oe_is_within_enclave(settings, settings_count * sizeof(*settings)) ||\n (plaintext == NULL) != (plaintext_size == 0) ||\n !oe_is_within_enclave(plaintext, plaintext_size) ||\n (additional_data == NULL) != (additional_data_size == 0) ||\n ((additional_data != NULL) &&\n !oe_is_within_enclave(additional_data, additional_data_size)))\n return OE_INVALID_PARAMETER;\n\n for (i = 0; i < settings_count; ++i)\n {\n if (settings[i].type < 0 || settings[i].type >= OE_SEAL_SETTING_MAX)\n return OE_INVALID_PARAMETER;\n if (settings[i].size > 0 &&\n !oe_is_within_enclave(settings[i].value.p, settings[i].size))\n return OE_INVALID_PARAMETER;\n }\n\n if (oe_mutex_lock(&_plugins_lock) != OE_OK)\n return OE_UNEXPECTED;\n\n plugin = _find_plugin(plugin_id);\n if (plugin == NULL)\n OE_RAISE(OE_NOT_FOUND);\n\n result = plugin->seal(\n settings,\n settings_count,\n plaintext,\n plaintext_size,\n additional_data,\n additional_data_size,\n blob,\n blob_size);\n\ndone:\n oe_mutex_unlock(&_plugins_lock);\n return result;\n}\n\nhttps://github.com/openenclave/openenclave/blob/master/include/openenclave/bits/sgx/sgxtypes.h#L1073\n/* Enclave MISCSELECT Flags Bit Masks, additional information to an SSA frame */\n/* If set, then the enclave page fault and general protection exception are\n * reported */\n#define SGX_MISC_FLAGS_PF_GP_EXIT_INFO 0x0000000000000001ULL\n\n/* Enclave Flags Bit Masks */\n/* If set, then the enclave is initialized */\n#define SGX_FLAGS_INITTED 0x0000000000000001ULL\n/* If set, then the enclave is debug */\n#define SGX_FLAGS_DEBUG 0x0000000000000002ULL\n/* If set, then the enclave is 64 bit */\n#define SGX_FLAGS_MODE64BIT 0x0000000000000004ULL\n/* If set, then the enclave has access to provision key */\n#define SGX_FLAGS_PROVISION_KEY 0x0000000000000010ULL\n/* If set, then the enclave has access to EINITTOKEN key */\n#define SGX_FLAGS_EINITTOKEN_KEY 0x0000000000000020ULL\n#define SGX_FLAGS_RESERVED \\\n (~(SGX_FLAGS_INITTED | SGX_FLAGS_DEBUG | SGX_FLAGS_MODE64BIT | \\\n SGX_FLAGS_PROVISION_KEY | SGX_FLAGS_EINITTOKEN_KEY))\n\n/* Set the bits which have no security implications to 0 for sealed data\n migration */\n/* Bits which have no security implications in attributes.flags:\n * Reserved bit[55:6] - 0xFFFFFFFFFFFFC0ULL\n * SGX_FLAGS_MODE64BIT\n * SGX_FLAGS_PROVISION_KEY\n * SGX_FLAGS_EINITTOKEN_KEY */\n#define SGX_FLAGS_NON_SECURITY_BITS \\\n (0xFFFFFFFFFFFFC0ULL | SGX_FLAGS_MODE64BIT | SGX_FLAGS_PROVISION_KEY | \\\n SGX_FLAGS_EINITTOKEN_KEY)\n\n/* bit[27:0]: have no security implications */\n#define SGX_MISC_NON_SECURITY_BITS 0x0FFFFFFFU\n\n/* OE seal key default flag masks*/\n#define OE_SEALKEY_DEFAULT_FLAGSMASK (~SGX_FLAGS_NON_SECURITY_BITS)\n#define OE_SEALKEY_DEFAULT_MISCMASK (~SGX_MISC_NON_SECURITY_BITS)\n#define OE_SEALKEY_DEFAULT_XFRMMASK (0X0ULL)\n\nhttps://github.com/openenclave/openenclave/blob/master/enclave/sealing/sgx/seal_gcmaes.c\nstatic oe_result_t _init_key_request(sgx_key_request_t* keyrequest)\n{\n sgx_report_t report = {{{0}}};\n\n oe_result_t result = OE_OK;\n\n OE_CHECK(\n oe_memset_s(keyrequest, sizeof(*keyrequest), 0, sizeof(*keyrequest)));\n\n OE_CHECK(sgx_create_report(NULL, 0, NULL, 0, &report));\n OE_CHECK(oe_memcpy_s(\n &keyrequest->cpu_svn,\n sizeof(keyrequest->cpu_svn),\n &report.body.cpusvn,\n sizeof(report.body.cpusvn)));\n\n keyrequest->key_name = SGX_KEYSELECT_SEAL;\n keyrequest->key_policy = SGX_KEYPOLICY_MRSIGNER;\n keyrequest->isv_svn = report.body.isvsvn;\n keyrequest->attribute_mask.flags = OE_SEALKEY_DEFAULT_FLAGSMASK;\n keyrequest->attribute_mask.xfrm = OE_SEALKEY_DEFAULT_XFRMMASK;\n keyrequest->misc_attribute_mask = OE_SEALKEY_DEFAULT_MISCMASK;\n\ndone:\n return result;\n}\n\nstatic oe_result_t _seal(\n const oe_seal_setting_t* settings,\n size_t settings_count,\n const uint8_t* plaintext,\n size_t plaintext_size,\n const uint8_t* additional_data,\n size_t additional_data_size,\n uint8_t** blob,\n size_t* blob_size)\n{\n oe_result_t result = OE_OK;\n struct _sealed_blob_header* header;\n uint8_t* key = NULL;\n size_t size;\n oe_entropy_kind_t kind;\n size_t i;\n\n size = sizeof(*header);\n if (plaintext_size > OE_UINT32_MAX - size)\n return OE_INTEGER_OVERFLOW;\n size += plaintext_size;\n if (additional_data_size > OE_UINT32_MAX - size)\n return OE_INTEGER_OVERFLOW;\n // Please note that blob will NOT include additional_data\n\n *blob_size = size;\n *blob = (uint8_t*)oe_calloc(1, size);\n if (*blob == NULL)\n return OE_OUT_OF_MEMORY;\n\n header = (struct _sealed_blob_header*)*blob;\n OE_CHECK(_init_key_request(&header->keyrequest));\n OE_CHECK(oe_get_entropy(\n header->keyrequest.key_id, sizeof(header->keyrequest.key_id), &kind));\n header->ciphertext_size = (uint32_t)plaintext_size;\n header->total_size = (uint32_t)(plaintext_size + additional_data_size);\n OE_CHECK(oe_get_entropy(header->iv, sizeof(header->iv), &kind));\n\n for (i = 0; i < settings_count; ++i)\n switch (settings[i].type)\n {\n case OE_SEAL_SETTING_POLICY:\n switch (settings[i].value.w)\n {\n case OE_SEAL_POLICY_UNIQUE:\n header->keyrequest.key_policy = SGX_KEYPOLICY_MRENCLAVE;\n break;\n case OE_SEAL_POLICY_PRODUCT:\n header->keyrequest.key_policy = SGX_KEYPOLICY_MRSIGNER;\n break;\n default:\n OE_RAISE(OE_INVALID_PARAMETER);\n }\n break;\n\n case OE_SEAL_SETTING_IV:\n if (settings[i].size != sizeof(header->iv))\n OE_RAISE(OE_INVALID_PARAMETER);\n else\n OE_CHECK(oe_memcpy_s(\n header->iv,\n sizeof(header->iv),\n settings[i].value.p,\n settings[i].size));\n break;\n\n case OE_SEAL_SETTING_SGX_KEYNAME:\n header->keyrequest.key_name = settings[i].value.w;\n break;\n\n case OE_SEAL_SETTING_SGX_ISVSVN:\n header->keyrequest.isv_svn = settings[i].value.w;\n break;\n\n case OE_SEAL_SETTING_SGX_CPUSVN:\n if (settings[i].size != sizeof(header->keyrequest.cpu_svn))\n OE_RAISE(OE_INVALID_PARAMETER);\n OE_CHECK(oe_memcpy_s(\n header->keyrequest.cpu_svn,\n sizeof(header->keyrequest.cpu_svn),\n settings[i].value.p,\n settings[i].size));\n break;\n\n case OE_SEAL_SETTING_SGX_FLAGSMASK:\n header->keyrequest.attribute_mask.flags = settings[i].value.q;\n break;\n\n case OE_SEAL_SETTING_SGX_XFRMMASK:\n header->keyrequest.attribute_mask.xfrm = settings[i].value.q;\n break;\n\n case OE_SEAL_SETTING_SGX_MISCMASK:\n header->keyrequest.misc_attribute_mask = settings[i].value.d;\n break;\n\n case OE_SEAL_SETTING_SGX_CONFIGSVN:\n header->keyrequest.config_svn = settings[i].value.w;\n break;\n\n case OE_SEAL_SETTING_ADDITIONAL_CONTEXT:\n // Custom OE_SEAL_SETTING_ADDITIONAL_CONTEXT not supported\n\n case OE_SEAL_SETTING_SGX_CET_ATTRIBUTES_MASK:\n // OE_SEAL_SETTING_SGX_CET_ATTRIBUTES_MASK not supported\n\n default:\n OE_RAISE(OE_UNSUPPORTED);\n }\n\n OE_CHECK(oe_get_seal_key(\n (uint8_t*)&header->keyrequest,\n sizeof(header->keyrequest),\n &key,\n &size));\n\n OE_STATIC_ASSERT(sizeof(header->tag) >= 16);\n OE_CHECK(oe_aes_gcm_encrypt(\n key,\n size,\n header->iv,\n sizeof(header->iv),\n additional_data,\n additional_data_size,\n plaintext,\n plaintext_size,\n (uint8_t*)(header + 1),\n plaintext_size,\n header->tag));\n\ndone:\n oe_free_key(key, size, NULL, 0);\n\n if (result != OE_OK)\n {\n oe_free(*blob);\n *blob = NULL;\n }\n\n return result;\n}\n\n","id":"https://phlip9.com/notes/confidential computing/intel SGX/sealing/","title":"sealing"},"https://phlip9.com/notes/confidential computing/intel SGX/secure time/":{"body":"secure time\n\nTime in an enclave is difficult.\nWhy do we care about time in an enclave?\n \n #\n \n\n\n\nKnowing the time lets us detect replay attacks on sealed persistent data.\nWe need the current time to decide whether a certificate/OCSP response/DNSSEC reply is stale or expired.\nWith the current time, we can tell whether a PoW blockchain header is stale or recent.\nVarious protocols rely on accurate clocks for security, e.g., DNSSEC, Kerberos, TLS, WireGuard.\n\nWhy is this problem so hard?\n \n #\n \n\n\n\nWe can't rely on standard OS time services, since they can be modified by the host and must sit outside our TCB.\nCPU instructions that query an on-die Real-time Clock (RTC) are likewise untrustworthy.\nIntel's Platform Services Enclave (PSE) provides an interface to the Intel Management Engine's (IME) RTC, which is isolated from the host OS. Unfortunately, this is more trustworthy but still only provides you with a relative time. We want the absolute time.\n\nWhat do we do about it?\n \n #\n \n\n\nRequirements\n \n #\n \n\n\n\nWe want absolute time, so we can communicate with others outside our own machine.\nThe true time, as observed by other enclaves on the machine, should be strictly increasing.\nThe platform operator is outside our TCB. They should not be able to make the true time go backwards.\nWe are not secure against DoS by the platform operator. This doesn't significantly change our threat model however, since they can just turn off the machine. : )\nMinimize the startup latency of other enclaves by doing the bootstrap once in a shared enclave.\n\nApproach\n \n #\n \n\n\nShared Time-keeper Enclave\n \n #\n \n\n\nUse a shared enclave that keeps track of time on the same machine. Other local enclaves can query the Time-keeper for the current true time.\nThe Time-keeper uses a combination of a remote, semi-trusted time service, and a local, trusted relative clock provided by the Intel ME and Platform Services Enclave (PSE) to keep track of the true time.\n\nThe connection to the remote time service needs to be secure against the platform operator. We probably use NTP with NTS to some small, fixed set of NTP servers (that support NTS).\nOn startup, we use the local insecure time to bootstrap our secure connection to the remote time service.\n\nWe need the initial insecure time measurement so we can complete the TLS handshake.\nWe could also attempt to bootstrap more securely with roughtime.\nSince platform operator DoS is out-of-scope, a bad initial insecure time is effectively the same as a DoS, since we'll just reject the server's TLS cert.\n\n\nWe then use our secure channel to the remote time service to fix our trusted clock base.\nWe then use the local, trusted relative clock to track the time since the clock base.\nSince the relative clock only provides second granularity, we use an intra-epoch counter stored in-memory that gets incremented after each request.\n\nOn startup, we need to make sure we wait until the next second for the previous epoch to fully elapse.\n\n\nDepending on requirements, refresh the base time by re-bootstrapping from the remote time source to reduce clock-skew. This refresh could happen every hour or so.\nOther enclaves can request the current time from the time-keeper. The request should include a nonce for freshness/replay-prevention. The request should be (at least) MAC'd with a shared symmetric key derived via EGETKEY with the same key_id.\n\nLinks\n \n #\n \n\n\n\nRFC 8915 - Network Time Security (NTS) for NTP\nchrony - Notes on using NTS\nNTPsec - NTS Quickstart\nIntel - Trusted Time and Monotonic Counters with SGX Platform Services Enclave\n2019 - Applications and Challenges in Securing Time\nGoogle Roughtime Protocol\nint08h/roughtime - Rust library\nCloudflare - secure time.cloudflare.com announcement\nCloudflare - Announcing cfnts: Cloudflare's implementation of NTS in Rust\ncloudflare/cfnts - supports NTS, looks unmaintained\nvpetrigo/sntpc - plain SNTP\nrisoflora/sntp_request - plain SNTP\nioerror/tlsdate - securely extract time from TLS handshake\ndrand - distributed randomness beacon, emits timestamp+random every 30 sec, signed quorum as one BLS threshold signature\n\n","id":"https://phlip9.com/notes/confidential computing/intel SGX/secure time/","title":"secure time"},"https://phlip9.com/notes/confidential computing/intel TDX/":{"body":"intel TDX\n\n\nIntel TDX is designed to isolate virtual machines from the VMM/hypervisor and other non-VMM system software on the platform. TDX is also able to protect the VMs from some forms of hardware attacks\n\n\nIntel Trust Domain Extensions (Intel TDX) is introducing new, architectural elements to help deploy hardware-isolated, virtual machines (VMs) called trust domains (TDs). Intel TDX is designed to isolate VMs from the virtual-machine manager (VMM)/hypervisor and any other non-TD software on the platform to protect TDs from a broad range of software. source\n\n\n\nSecure-Arbitration Mode (SEAM) – a new mode of the CPU designed to host an Intel-provided, digitally-signed, security-services module called the Intel TDX module.\n\n\nShared bit in GPA to help allow TD to access shared memory.\n\n\nSecure EPT to help translate private GPA to provide address-translation integrity and to prevent TD-code fetches from shared memory. Encryption and integrity protection of private-memory access using a TD-private key is the goal.\n\n\nPhysical-address-metadata table (PAMT) to help track page allocation, page initialization, and TLB consistency.\n\n\nMulti-key, total-memory-encryption (MKTME) engine designed to provide memory encryption using AES-128- XTS and integrity using 28-bit MAC and a TD-ownership bit.\n\n\nRemote attestation designed to provide evidence of TD executing on a genuine, Intel TDX system and its TCB version.\n\n\nIt looks like you basically run a linux kernel on the host machine, then linux (which now supports TDX) can run these VM isolates (just like containers I guess, but with privacy and isolation).\n\n\nRoadmap Status (2021/09/24)\n \n #\n \n\n\nitemstatus\nlinux firmware loaderWIP\nKVM TDUnder Review\nKVM MMUUnder Review\nKVM unmappingUnder discussion\nQEMU guest BIOSUnder Review\nQEMU cpuidWIP\nQEMU guest attestationWIP\nQEMU unmappingUnder discussion\n\n","id":"https://phlip9.com/notes/confidential computing/intel TDX/","title":"intel TDX"},"https://phlip9.com/notes/confidential computing/marblerun/":{"body":"marblerun\n\nGithub: https://github.com/edgelesssys/marblerun\nDocs: https://docs.edgeless.systems/marblerun/#/\n\nMarbleRun is a #confidential-computing aware service mesh for kubernetes\nCoordinator\n\nthe control plane\ncommunicates w/ data plane via gRPC\nexposes REST interface to clients\nclients are\n\nowners/providers/admins who need to deploy applications and admin\nusers/customers who do remote attestation w/ Coordinator\n\n\n\n\nMarbles\n\nthe data plane\nrun your application code in secure enclaves\n\n\n\n// coordinator-era.json\n{\n\t\"SecurityVersion\": 1,\n\t\"ProductID\": 3,\n\t\"SignerID\": \"43361affedeb75affee9baec7e054a5e14883213e5a121b67d74a0e12e9d2b7a\",\n\t\"Debug\": true\n}\n\nEGo & Marblerun Talk\n \n #\n \n\n\nVideo: EGo & Marblerun - Moritz Eckert - OC3 2021\n\n\nEGo\n\nMostly transparently wraps existing Go code to run inside enclave\nBuilt on openenclave (provides the low-level interface and compatibility layer)\nFairly lightweight? Contains only Application Code, Go Runtime, and small OpenEnclave layer.\n\n\n\nChallenges deploying Go enclaves on k8s\n\ntop-level DevOps user\n\ndon't really care whether we're running one big service or many microservices (?)\njust want one big attestation of the whole cluster, rather than doing individual attestations with each service.\n\n\nservices\n\npackaged as k8s pods\nservices want to communicate with each other / share data\nservice 2 service communication needs attestations so service enclaves can securely communicate w/ each other.\n\n\nsecrets distribution\n\nex: web frontend instances all need to share same cert\nsecret distribution must happen via secure channels between enclaves\n\n\nsealing and persistence\n\npod migration (pod gets shutdown and migrated to other host) is difficult w/ enclaves\nenclave's sealing key is unique to each enclave. data encryted with enclave's sealing key can only be decrypted by that enclave.\n\"virtual\" sealing key, so this is somehow abstracted and data not bound to one node\n\n\nsecure connections\n\nall connections b/w enclaves must be through secure mTLS connections terminated inside enclaves\n\n\ncode updates\n\nhow to ship new enclave code and have other outside enclaves recognize this\n\n\n\n\n\nWhy do existing service meshes not work?\n\nThreat model only considers network-bound adversaries\nThreat model considers hosts & cloud provider to be trusted third parties.\nTLS is only terminated at service mesh sidecar proxies\nSecrets handled in unsecured memory on-node\nNot SGX aware, no remote attestations\n\n\n\nMarblerun\n\nextends enclave concept to entire cluster\nE2E Confidentiality, Integrity, Verifiability\nUpdatable, Cloud-native\nIntegrates w/ k8s and existing service meshes like\n\n{ Consul, Linkerd, Istio (Envoy) }\n\n\nSupports EGo, Gramine (experimental), and Occlum (experimental) runtimes.\ncloud agnostic\n\n\n\nDevOps\n\nProvides Manifest (JSON) which describes cluster?\ndoesn't need to worry too much about CC\ncan use existing tooling\ndon't need to change too much code\n\n\n\nUser\n\nAsks marblerun control plane for attestation w/ Quote, Cert, and Manifest\ncan verify everything in one step\n\neverything runs in enclaves\neverything always encrypted\ncluster topology\ncluster identities\n\n\n\n\n\n","id":"https://phlip9.com/notes/confidential computing/marblerun/","title":"marblerun"},"https://phlip9.com/notes/confidential computing/mystikos/":{"body":"mystikos\n\nGithub: https://github.com/deislabs/mystikos\nSite: ???\nRelated: gramine\nMystikos is a #libOS kernel / libc-injected runtime for running Linux software in SGX.\n\nGoal: lift-n-shift existing application with little or no modification into enclave.\nGoal: target multiple enclave types\nBuilt by team inside Azure\n\nArchitecture\n \n #\n \n\n\n\nC-runtime based on musl, but also glibc-compatible.\na #libOS like micro-kernel\nLinux kernel target interface (TCALL)\nCLI and other related utils\n\nCurrent available targets:\n\nSGX (via Open Enclave SDK)\nLinux (for simulation and testing on non-SGX hardware)\n\nExamples\n \n #\n \n\n\n\nRust Hello World\n\nhttps://github.com/deislabs/mystikos/blob/main/doc/user-getting-started-rust.md\n\n\nAttested TLS handshake\n\nhttps://github.com/deislabs/mystikos/tree/main/solutions/attested_tls\n\n\nTEE-aware application\n\nhttps://github.com/deislabs/mystikos/blob/main/doc/user-getting-started-tee-aware.md\n\n\n\n","id":"https://phlip9.com/notes/confidential computing/mystikos/","title":"mystikos"},"https://phlip9.com/notes/confidential computing/remote attestation protocols/":{"body":"remote attestation protocols\n\nSee also: intel SGX > remote attestation\nRelated slides: CCC-Attestation/meetings - Discussion Wrap up\nGoals\n \n #\n \n\n\n\nAn application running inside a Trusted Execution Environment (TEE) proves various assertions about itself to a remote party.\nThese assertions might include claims like\n\na summary of the application code running in the TEE, e.g., an SGX Enclave Measurement (MRENCLAVE)\nthe Enclave Signer Identity (MRSIGNER)\nthe current TCB status (up-to-date or insecure)\n\n\nAt the end of the attestation protocol, we should have a bidirectional secure channel established between both endpoints. We might use this channel to provision secrets, issue commands, etc...\n\nProtocol Tradeoffs\n \n #\n \n\n\nQuote Generation and Verification Frequency\n \n #\n \n\n\nHow often does the enclave need to generate a new quote?\nQuote Generation\n \n #\n \n\n\n\nOnce per connection\n\nFor example, the TLS Exported Keying Material Session Binding protocol requires binding a shared secret from the TLS session into a Quote, so enclaves must generate a new Quote per connection.\n\n\nOnce on enclave startup\n\nTLS Embed Quote in Self-signed Certificate can generate an ephemeral cert once on startup and then serve it to all clients w/o changes.\n\n\n\nQuote Verification\n \n #\n \n\n\n\nOnce per connection.\nAmortize Quote verification so client only has to do it once.\n\nRTTs to Useful Payload\n \n #\n \n\n\nHow many RTTs until the client can send useful application payloads?\n\n1 RTT\n\nNormal TLS\nEmbedded Quote TLS\n\n\n2 RTT (extra application layer handshake step)\n\nTLS EKM Session Binding\n\n\n\nSafety\n \n #\n \n\n\n\nIs the protocol safe by default?\nHow brittle/fail-safe is the protocol implementation?\n\nSupport for Client Authentication/Attestation\n \n #\n \n\n\n\nCan an enclave act as the client and present a Quote to the Server?\nCan two enclaves on the same machine efficiently verify each other's Reports?\nIf built on TLS, can we do mutual-auth TLS (mTLS)?\n\nConfidentiality vs Support Middleware\n \n #\n \n\n\n\nMost of the protocols terminate the secure channel inside the enclaves, which is by far the safest option, but means we have to forgo application-aware load balancers and reverse proxies, which have become standard in most cloud/kubernetes deployments.\nThe Attestation in HTTP Headers HTTPA protocol presents an alternative, where the secure channel is moved up to the HTTP layer. The TLS session can be terminated at the service provider edge and existing middleware load balancers and reverse proxies can operate as normal on the unprotected parts of the HTTP request.\n\nInvasiveness\n \n #\n \n\n\nDifferent attestation protocols operate at different levels of the transport protocol stack and require varying changes to existing transport protocols. Invasiveness is a qualitative statement about the changes to existing libraries needed before a new client language can be supported.\nAs an upper bound, changing the TCP protocol handshake would be incredibly invasive and would likely require maintaining Linux kernel patches or running a custom user-space TCP stack. Supporting locked down platforms like Android or iOS would be... challenging to say the least.\nIn contrast, a hypothetical lower bound would probably be a default TLS config (i.e., no custom verifiers, no self-signed certs, default global CA set), since that would be supported \"out-of-the-box\" on every major platform.\nTLS Configs by Invasiveness and Availability\n \n #\n \n\n\nIf you don't control the client libraries connecting to the enclaves, it's important to stay on the TLS happy path. Different platforms and client libraries allow configuring TLS to varying levels. Staying on the happy path is important for ease-of-implementation and time-to-market. TLS configurations in order from most to least easy/available:\n\ndefault configuration (available everywhere)\n\nThis means the enclave needs a cert rooted at a global CA, e.g., Let's Encrypt.\n\n\ncustom root CA cert (available everywhere, slightly more complicated)\n\nThe client pins a specific root CA cert for this connection.\nThe root CA cert is probably provisioned into the enclave out-of-band or provisioned with one of the other bespoke attestation protocols. Ideally, you can keep the provisioning step out of the steady-state client path or do it only once.\n\n\nexport keying material (rare availability, if exists then only application layer changes)\n\nUsed in TLS Exported Keying Material Session Binding. Requires a fresh Quote generated for every new TLS session.\nA KDF-like API over the negotiated TLS session shared secret. In other words, client and server can non-interactively derive identical secrets from the TLS session.\nOnly ever seen this API exposed in rustls. See: rustls::ClientConnection::export_keying_material.\n\n\ncustom cert verifier, custom cert extensions (ok availability, dangerous and large engineering effort)\n\nUsed in TLS Embed Quote in Self-signed Certificate.\nRequires completely replacing the existing cert verifier. Client code needs to be able to parse the X509 cert extensions containing the Quote.\nSee: rustls::client::DangerousConfig::set_certificate_verifier\nSee: mbedtls::ssl::Config::set_verify_callback\n\n\nmodified TLS implementation (completely bespoke, requires standardization)\n\nRequires modifying the TLS handshake or core state machine.\nNon-starter for almost all projects.\nSee: TLS CBOR Web Token CWT certs with Entity Attestation Token EAT\n\n\n\nFor a decent overview of lowest common denominator TLS configurations, see the Rust reqwest::ClientBuilder API. Take note of which APIs are supported on which TLS feature flags.\nProtocols\n \n #\n \n\n\nTLS Embed Quote in Self-signed Certificate\n \n #\n \n\n\n\nSee: CCC-Attestation/meetings - RA-TLS slides\nSee: gramineproject/gramine - RA-TLS mbedtls\nSee: CCC-Attestation/meetings - OpenEnclave Attested TLS\nSee: 2018 - Integrating Intel SGX Remote Attestation with TLS\n\nTLS Exported Keying Material Session Binding\n \n #\n \n\n\nClient and Server open a standard TLS connection, then derive a secret from the TLS session shared secret. The Client then requests a Quote from the Server. The Quote must bind to the derived shared secret or the Client will reject it. Once the Client verifies the Quote, you have a secure channel.\n\nSee: project-oak - Remote Attestation via TLS\n\nDelegate Quote Verification and Mint an X509 Cert for Enclave\n \n #\n \n\n\n\nSee: CCC-Attestation/meetings - Veracruz\n\nAttest CA Provisioning Enclave\n \n #\n \n\n\nTODO\n\nFortanix\nOasis (sort of)\n\nAttestation in HTTP Headers (HTTPA)\n \n #\n \n\n\nMost modern services are horizontally scaled and run behind a series of load balancers, reverse proxies, and TLS termination endpoints. These middleware services usually terminate TLS at the provider's edge and then inspect or operate on the HTTP request/response to route traffic, cache responses, check user authentication/authorization, track metrics, attach tracing info, etc, etc...\nThe other protocols described in this note will terminate the TLS session inside the destination enclave service. The security model is definitely clearest when terminating at the destination; however, we also lose out on all the functionality provided by these middlewares and must replicate or otherwise go without them in the enclave service.\nIn contrast, this proposal runs an attestation protocol over HTTPS in a standard TLS session, which can be terminated normally at the edge. Both parties effectively do a key exchange over HTTP headers. Once negotiated, parts of subsequent HTTP requests can be protected via the shared secrets. The middlewares can continue to operate on the unprotected parts of the HTTP request as normal.\n\nSee: HTTPA/1.1: HTTPS Attestable Protocol\nSee: HTTPA/2: a Trusted End-to-End Protocol for Web Services\nSee: HTTPA - APNIC blog post\n\nEnclave Key Exchange Protocol (EKEP)\n \n #\n \n\n\nA modified version of Google's internal mutual-auth secure transport protocol (ALTS). Like a stripped down TLS handshake over gRPC.\n\nSee: project-oak/oak - remote attestation\nSee: asylo.dev - EKEP\nSee: cloud.google.com - ALTS Handshake Protocol\n\nTLS CBOR Web Token (CWT) certs with Entity Attestation Token (EAT)\n \n #\n \n\n\nNormal TLS implementations usually exchange X509 certs. Some even support raw pubkey-only key exchange (no cert). This protocol proposes a new CWT cert format, along with an Entity Attestation Token (EAT) format inside the CWT cert.\nRequires deeply invasive changes to TLS client libraries, who almost always assume X509 certs. Very far off the happy path IMO.\n\nSee: CCC-Attestation/meetings - Attestation in TLS with the Entity Attestation Token\nSee: IETF RATS Working Group\n\n","id":"https://phlip9.com/notes/confidential computing/remote attestation protocols/","title":"remote attestation protocols"},"https://phlip9.com/notes/crypto/":{"body":"","id":"https://phlip9.com/notes/crypto/","title":"crypto"},"https://phlip9.com/notes/crypto/(talk) authenticated data structures for stateless validation/":{"body":"(talk) authenticated data structures for stateless validation\n\nVideo: https://www.youtube.com/watch?v=TuZiEb_SLx0\nAuthor: https://alinush.github.io/papers.html\nwhy\n \n #\n \n\n\n\nMerkle Trees can't do some things efficiently\n\nSuccinctness\nProof and digest updates\nProof aggregation\n\n\nThese are needed in new applications\n\nTransparency logs (e.g., x509 Certificate Transparency)\nStateless validation (e.g., sharded eth, eth light clients)\n\n\nThese things are possible with new techniques\n\nPolynomial commitments\nHidden-order groups (e.g. RSA)\n\n\n\ncert transparency\n \n #\n \n\n\nexample\n \n #\n \n\n\n\n\nCA gets compromised and issues bad cert for high-value domain like google.com.\n\n\nInstead of preventing the problem (basically impossible), just detect bad CAs and remove them from browser/OS trust roots after the fact (when they're detected).\n\n\nClient gets an extra CT inclusion proof alongside normal cert chain. Client only accepts cert if it's included in a global transparency log.\n\n\nServices (e.g., google.com) also then monitor the global transparency logs for their certs.\n\n\nTransparency logs return complete inclusion proof (i.e., proves google.com certs returned is complete and not missing any).\n\n\nIf service finds a bad cert, maybe one they didn't request, then they can ban the bad CA from the browser/CA trust roots.\n\n\nexisting merkle accumulator can't easily guarantee completeness b/c the certs are appended in chronological order. log auditors then have to download the entire tree to check for bad certs.\n\n\nnew bilinear accumulator and RSA-based accumulator allow for both lookup proof and append-only proof size in log n\n\n\ncaveat: slightly worse append time and bilinear accum has many public params\n\n\nthese more sophisticated accumulators (bilinear or RSA) allow for O(1) disjointness and subset proofs.\n\n\nperf: append-only proof: 7 KB, lookup proof: 40-120 KB, reduce communication: 10x-100x\n\n\nperf: 1 append/sec :0\n\n\nfuture work: confident we can go from $4 \\lambda$ to $2 \\lambda$ to $\\log n$ tree depth\n\n\n","id":"https://phlip9.com/notes/crypto/(talk) authenticated data structures for stateless validation/","title":"(talk) authenticated data structures for stateless validation"},"https://phlip9.com/notes/crypto/TLS self-signed pubkey-only certs/":{"body":"mTLS self-signed pubkey-only certs\n\nmysten-infra/rccheck\nAssuming you already have PKI set up to distribute pubkeys everywhere, this crate allows you to\n\neasily generate valid self-signed certs from a keypair.\nserver and client verifiers that check whether the peer pubkey is as we expect.\n\nJust like our old NoiseIX handshake code (which was simpler IMO : ))\n// rccheck/src/ed25519_certgen.rs\n\nfn gen_certificate(\n subject_names: impl Into<Vec<String>>,\n key_pair: (&[u8], &'static SignatureAlgorithm),\n) -> Result<rustls::Certificate, anyhow::Error> {\n let kp = KeyPair::from_der_and_sign_algo(key_pair.0, key_pair.1)?;\n\n let mut cert_params = CertificateParams::new(subject_names);\n cert_params.key_pair = Some(kp);\n cert_params.distinguished_name = rcgen::DistinguishedName::new();\n cert_params.alg = key_pair.1;\n\n let cert = rcgen::Certificate::from_params(cert_params).expect(\n \"unreachable! from_params should only fail if the key is incompatible with params.algo\",\n );\n let cert_bytes = cert.serialize_der()?; // <- also signs\n Ok(rustls::Certificate(cert_bytes))\n}\n\nsimple Rust library to gen x509 certs\n \n #\n \n\n\nest31/rcgen\n// rcgen/lib.rs\nimpl CertificateParams {\n\n\t// ..\n\n\tfn serialize_der_with_signer<K: PublicKeyData>(&self, pub_key: &K, ca :&Certificate) -> Result<Vec<u8>, RcgenError> {\n\t\tyasna::try_construct_der(|writer| {\n\t\t\twriter.write_sequence(|writer| {\n\n\t\t\t\tlet tbs_cert_list_serialized = yasna::try_construct_der(|writer| {\n\t\t\t\t\tself.write_cert(writer, pub_key, ca)?;\n\t\t\t\t\tOk::<(), RcgenError>(())\n\t\t\t\t})?;\n\t\t\t\t// Write tbsCertList\n\t\t\t\twriter.next().write_der(&tbs_cert_list_serialized);\n\n\t\t\t\t// Write signatureAlgorithm\n\t\t\t\tca.params.alg.write_alg_ident(writer.next());\n\n\t\t\t\t// Write signature\n\t\t\t\tca.key_pair.sign(&tbs_cert_list_serialized, writer.next())?;\n\n\t\t\t\tOk(())\n\t\t\t})\n\t\t})\n\t}\n\n\t// ..\n}\n\n","id":"https://phlip9.com/notes/crypto/TLS self-signed pubkey-only certs/","title":"TLS self-signed pubkey-only certs"},"https://phlip9.com/notes/crypto/acme protocol/":{"body":"acme protocol\n\nA protocol for automated provisioning of web PKI certificates (certs bound to public domains, endorsed by a web root CA like Let's Encrypt).\nwhy\n \n #\n \n\n\nBefore ACME, web service operators had to manually update their web certs. This error prone and time-consuming process meant that many sites either:\n\nDidn't use HTTPS at all, significantly reducing security.\nUsed multi-year long cert expirations, increasing the danger when a cert was compromised.\nForgot to renew their certs when they expired, leading to outages.\n\nACME automates and simplifies the process of procuring and renewing web certs so everyone can enjoy HTTPS!\nSince the process is fully automated, web services can autonomously renew their web certs without operator intervention, allowing significantly shorter cert expiration times (think weeks/months not years).\nACME is becoming a de-facto requirement as browser vendors reduce the maximum allowable cert expiration time to only a few months.\nregistration\n \n #\n \n\n\nBefore requesting any certs, a client needs to register an account <keypair> at the CA.\n\nClient generates an account <keypair> for their account at the CA.\nClient makes register request to CA containing <pubkey> of <keypair>.\nCA responds with proof-of-ownership of <keypair> challenge, which includes a <nonce>.\nClient responds with <nonce> signed using <keypair>.\n\nFor more details, see\nordering / renewing cert\n \n #\n \n\n\n\nIn order to automate web PKI certificate issuance, CAs need clients to prove ownership over a domain name before they're willing to issue a new child cert for the client.\nThese certs are called Domain Validated (DV) certs, since the CA just validates domain ownership before issuing the cert.\n\nAt a high level, the cert ordering process looks like:\n\nClient sends certificate order request for <domain>. The order status is now pending.\nCA responds with a random <token> as a proof-of-ownership challenge for <domain>. Client must bind <token> to <domain> using one of the challenge protocols.\nClient sends to the CA which of the different challenge types it wishes to prove.\n\nChallenge is one of http-01 challenge, dns-01 challenge, tls-alpn-01 challenge.\n\n\nClient and CA perform the challenge protocol. If success, the client's cert order status will transition to ready.\nClient sends a signed Certificate Signing Request (CSR) to the CA in order to finalize the order. The CSR is signed using the account <keypair> registered earlier.\n\nhttp-01 challenge\n \n #\n \n\n\n\nClient listens on http port 80. Public DNS should resolve the <domain> to the client's webserver.\nClient's webserver should respond with <token>.<jwk-thumbprint> for a GET http://<domain>/.well-known/acme-challenge/<token> request.\n\nTODO: what is the <jwk-thumbprint> precisely?\n\n\nOut-of-band, the CA requests the <token> from the client's URL and verifies that it matches the token it originally requested.\n\ndns-01 challenge\n \n #\n \n\n\nTODO\ntls-alpn-01 challenge\n \n #\n \n\n\nTODO\nregistration in detail\n \n #\n \n\n\nA client creates an account at the ACME server by first requesting a new <nonce>:\nHEAD /acme/new-nonce HTTP/1.1\nHost: example.com\n\nThe server returns a response containing a Replay-Nonce header containing the <nonce>:\nHTTP/1.1 200 OK\nReplay-Nonce: oFvnlFP1wIhRlYS2jTaXbA\nCache-Control: no-store\nLink: <https://example.com/acme/directory>;rel=\"index\"\n\nNext, the client sends a JSON POST request to /acme/new-account.\n\nprotected contains a base64url-encoded JWK describing the client's account <pubkey>.\nAll the fields in the payload field are optional.\n\nPOST /acme/new-account HTTP/1.1\nHost: example.com\nContent-Type: application/jose+json\n\n{\n \"protected\": base64url({\n \"alg\": \"ES256\",\n \"jwk\": {...},\n \"nonce\": \"6S8IqOGY7eL2lsGoTZYifg\",\n \"url\": \"https://example.com/acme/new-account\"\n }),\n \"payload\": base64url({\n \"termsOfServiceAgreed\": true,\n \"contact\": [\n\t \"mailto:cert-admin@example.org\",\n\t \"mailto:admin@example.org\"\n ],\n \"onlyReturnExisting\": false,\n \"externalAccountBinding\": {},\n }),\n \"signature\": \"RZPOnYoPs1PhjszF...-nh6X1qtOFPB519I\"\n}\n\nIf successful, the ACME server returns something like the following HTTP response:\nHTTP/1.1 201 Created\nContent-Type: application/json\nReplay-Nonce: D8s4D2mLs8Vn-goWuPQeKA\nLink: <https://example.com/acme/directory>;rel=\"index\"\nLocation: https://example.com/acme/acct/evOfKhNU60wg\n\n{\n \"status\": \"valid\",\n\n \"contact\": [\n \"mailto:cert-admin@example.org\",\n \"mailto:admin@example.org\"\n ],\n\n \"orders\": \"https://example.com/acme/acct/evOfKhNU60wg/orders\"\n}\n\nlinks\n \n #\n \n\n\n\ndiafygi/acme-tiny (Python)\nndilieto/uacme (C)\ngo-acme/lego (Go)\ncertmanager (k8s)\n\n","id":"https://phlip9.com/notes/crypto/acme protocol/","title":"acme protocol"},"https://phlip9.com/notes/crypto/biscuit authz/":{"body":"biscuit authz\n\n\nBiscuit is an authorization token with decentralized verification, offline attenuation and strong security policy enforcement based on a logic language\n\n\nSite: https://www.biscuitsec.org\nRust: https://github.com/biscuit-auth/biscuit-rust\n\noverview\n \n #\n \n\n\n\nTokens are signed with a root ed25519 keypair.\nAny service/client/user that knows the root pubkey can verify the token.\nTokens can be \"attenuated\" (reduce rights/permissions) offline, without re-auth. See: how attenuation works.\nAuthorization policies are written in a Datalog-like language.\nTokens naturally support capability-based auth, role-based auth (RBAC), ACLs, etc... with Datalog.\nTokens have content-based revocation id that can be used to revoke tokens.\nImplemented in Rust, Haskell, Go, Java, Wasm, C\n\nhow attenuation works\n \n #\n \n\n\n\nAttenuating a token is adding a new block with reduced permissions.\nNote: tokens can be \"sealed\" to prevent further attenuation.\nIn an \"unsealed\" token, the last \"proof\" block in a sequence actually contains a private key (bound by the public key placed in the prev. block, plus the previous block's signature).\nAdding a new attentuation block is just removing the \"proof\" block (containing the private key) and replacing it with a fresh block. You then sign the fresh block with the private key you just removed.\n\nPretty pictures:\n\n\nFig. (1) The initial token. This one is just a single top-level \"authority\" block, signed and issued by the root key authority.\n\n\n\nFig. (2) The attenuated token. Notice how private key 1 is no longer present in the token; instead, it was removed and used to sign the next block. This token is still unsealed, so there is now private key 2 available for further attenuation.\n\n","id":"https://phlip9.com/notes/crypto/biscuit authz/","title":"biscuit authz"},"https://phlip9.com/notes/crypto/dex - open-source OIDC & OAuth 2.0 provider/":{"body":"dex - open-source OIDC & OAuth 2.0 provider\n\n\nOpenID Connect (OIDC) identity and OAuth 2.0 provider with pluggable connectors.\nDex acts as a portal to other identity providers through \"connectors.\" This lets dex defer authentication to LDAP servers, SAML providers, or established identity providers like GitHub, Google, and Active Directory. Clients write their authentication logic once to talk to dex, then dex handles the protocols for a given backend.\n\n\nSite: https://dexidp.io/\nGithub: https://github.com/dexidp/dex\n\n","id":"https://phlip9.com/notes/crypto/dex - open-source OIDC & OAuth 2.0 provider/","title":"dex - open-source OIDC & OAuth 2.0 provider"},"https://phlip9.com/notes/crypto/hkdf-sha256/":{"body":"hkdf-sha256\n\n\nHKDF: HMAC-based Key Derivation Function.\nWe'll use a specific hash function (SHA-256) for simplified analysis. You can use any cryptographic hash function, but some constants will need to change to accomodate the different digest block size.\nWhy this page: I keep forgetting perf-relevant details like ideal salt / IKM sizes, or HKDF salt/PRK caching. Seeing all the details laid out flat, with strong types, makes this all clear. As an example, you can save 60-70% on key derivation time if you reuse the intermediate derived Prk when deriving multiple secrets from one common input secret.\n\nusage\n \n #\n \n\n\n// SALT is usually a static, constant value used for domain\n// separation.\n//\n// Using a unique salt for your application improves the security\n// bounds on the HKDF. Intuitively, you get a unique PRF just for\n// your application, rather than a shared PRF used by all the other\n// default-config'ed users of HKDF-SHA256.\n//\n// A constant salt is useful for performance since we can\n// pre-compute the salted `hkdf::Salt` state.\n//\n// I also like to pre-hash the salt, since it guarantees the value\n// is shorter than the hmac `2 * sha256::BLOCKSIZE` key size\n// threshold, which mandates an extra hash if exceeded. If your\n// language supports it, you can even compute this at compile time.\nlet salt: &[u8] = sha256::digest(b\"MY-DOMAIN-SEPARATION-VALUE\");\n\n// IKM is the input secret\nlet ikm: &[u8] = b\"MY-SECRET-KEY-MATERIAL\";\n// For most cases, think of `infos` as a unqiue label for the\n// child-secret. You can also bind higher-level application data\n// like negotiated protocol versions or public keys or other\n// session-specific data here.\nlet infos: &[&[u8]] = &[b\"file key\"];\n// The length of the output secret. Note that there is a maximum\n// output length of `255 * BLOCKSIZE` bytes.\nlet output_secret_len: usize = 32;\n\n// If you just need to derive a few child secrets, just use the\n// one-line convenience method:\nlet secret = hkdf::derive(salt, ikm, infos, output_secret_len);\n\n// Otherwise, at a minimum, consider caching or pre-computing the\n// salted HKDF(s) used in your application.\n//\n// You can then reuse the salted_hkdf multiple times, even with\n// different root secrets (IKMs).\nlet salted_hkdf = hkdf::Salt::new(salt);\nlet secret1 = salted_hkdf\n\t.extract(ikm1)\n\t.expand(infos, secret_len);\nlet secret2 = salted_hkdf\n\t.extract(ikm2)\n\t.expand(infos, secret_len);\n\n// If you use a single input key/secret to derive many child\n// secrets, reuse the extracted PRK instead of rederiving it each\n// time:\nlet prk = salted_hkdf.extract(ikm);\nlet secret1 = prk.expand(&[b\"file key\"] /* infos */, secret_len);\nlet secret2 = prk.expand(&[b\"noise key\"] /* infos */, secret_len);\n\ndefinitions\n \n #\n \n\n\nSHA256\n \n #\n \n\n\nmod sha256 {\n\tconst BLOCK_SIZE: usize = 32;\n\tconst INTERNAL_BLOCK_SIZE: usize = 64;\n\n\t/// A finalized SHA-256 hash digest. 32 bytes. 256 bits.\n\tstruct Hash([u8; BLOCK_SIZE]);\n\n\t/// An intermediate SHA-256 digest state.\n\tstruct Context { /* .. */ }\n\n\timpl Context {\n\t\tfn new() -> Self { /* .. */ }\n\t\tfn update(&mut input: &[u8]) { /* .. */ }\n\t\tfn finish(self) -> sha256::Hash;\n\t}\n\n\t/// A convenience function to easily digest many inputs in\n\t/// one line.\n\tfn digest(inputs: &[&[u8]]) -> sha256::Hash {\n\t\tlet mut ctx = sha256::Context::new();\n\t\tfor input in inputs {\n\t\t\tctx.update(input);\n\t\t}\n\t\tctx.finish()\n\t}\n}\n\nHMAC-SHA256\n \n #\n \n\n\nmod hmac {\n\t/// A keyed HMAC PRF. Normally this would be used to compute\n\t/// MAC tags for message authentication, but HKDFs use this\n\t/// a bit differently.\n\tstruct Context {\n\t\t// IPAD := [0x36; 32]\n\t\t// inner(x) := H(K xor IPAD || x)\n\t\tinner: sha256::Context,\n\t\t// OPAD := [0x5c; 32]\n\t\t// outer(x) := H(K xor OPAD || x)\n\t\touter: sha256::Context,\n\t}\n\n\timpl Context {\n\t\t/// Create a new keyed HMAC context for digesting multiple\n\t\t/// inputs.\n\t\tfn new(key: &[u8]) -> Self {\n\t\t\t// Keys longer than the internal block size (64 bytes)\n\t\t\t// must be pre-hashed to make them smaller.\n\t\t\tlet key_hash: sha256::Hash;\n\t\t\tlet key = if key.len() > 64 {\n\t\t\t\tkey_hash = sha256::digest(&[key]);\n\t\t\t\tkey_hash.0.as_slice()\n\t\t\t} else {\n\t\t\t\tkey\n\t\t\t};\n\n\t\t\t// zero-pad key to the internal block size (64 bytes).\n\t\t\tlet mut padded_key = [0u8; 64];\n\t\t\tpadded_key[..key.len()].copy_from_slice(key);\n\n\t\t\t// ikey := [ key_i ^ 0x36 ]_{i in 0..64}\n\t\t\tlet mut ikey = [0x36_u8; 64];\n\t\t\tfor (ikey_i, key_i) in ikey.iter_mut().zip(&padded_key) {\n\t\t\t\t*ikey_i ^= key_i;\n\t\t\t}\n\n\t\t\t// okey := [ key_i ^ 0x5c ]_{i in 0..64}\n\t\t\tlet mut okey = [0x5c_u8; 64];\n\t\t\tfor (okey_i, key_i) in okey.iter_mut().zip(&padded_key) {\n\t\t\t\t*okey_i ^= key_i;\n\t\t\t}\n\n\t\t\tlet mut hmac_key = Self {\n\t\t\t\tinner: sha256::Context::new(),\n\t\t\t\touter: sha256::Context::new(),\n\t\t\t};\n\n\t\t\thmac_key.inner.update(&ikey);\n\t\t\thmac_key.outer.update(&okey);\n\t\t\thmac_key\n\t\t}\n\n\t\tfn update(&mut self, input: &[u8]) {\n\t\t\tself.inner.update(input);\n\t\t}\n\n\t\tfn finish(mut self) -> sha256::Hash {\n\t\t\tlet inner_output = self.inner.finish();\n\t\t\tself.outer.update(&inner_output);\n\t\t\tself.outer.finish()\n\t\t}\n\t}\n\n\t/// A convenience function for easily HMAC'ing multiple\n\t/// inputs in one line.\n\tfn digest(key: &[u8], inputs: &[&[u8]]) -> sha256::Hash {\n\t\tlet mut ctx = hmac::Context::new(key);\n\t\tfor input in inputs {\n\t\t\tctx.update(input);\n\t\t}\n\t\tctx.sign()\n\t}\n}\n\n\nUseful perf tips:\n\nYou can avoid an extra Hash(key) when doing an HMAC so long as the key is no longer than the internal hash block size (e.g., 64 bytes for SHA-256).\nIf a key is fixed for multiple HMAC invocations, you can compute the hmac::Context once and reuse it for multiple hmac::Context::sign's, avoiding at least 2 hashes and some padding+XORs.\n\n\n\nHKDF-SHA256\n \n #\n \n\n\n\nExtract a PRK (Pseudo-Random Key) from IKM (input key material) and domain separator (called salt).\nExpand a PRK and label or context into secrets of varying sizes.\n\nmod hkdf {\n\t/// A domain-separated (salted) HKDF context ready to expand\n\t/// into an `hkdf::Prk` using some IKM (Input Key Material).\n\t///\n\t/// `Salt` is (relatively) expensive to construct, so it's\n\t/// good to compute once and reuse.\n\t///\n\t/// `Salt` contains an `hmac::Context`, domain-separated by\n\t/// `salt_value`.\n\t///\n\t/// `Salt.0 := HMAC(salt_value, ___)`\n\tstruct Salt(hmac::Context);\n\n\timpl Salt {\n\t\tfn new(salt_value: &[u8]) -> Self {\n\t\t\tSelf(hmac::Context::new(salt_value))\n\t\t}\n\n\t\t/// HKDF-extract a new PRK (keyed HMAC context) from some\n\t\t/// IKM (Input Key Material).\n\t\tfn extract(&self, ikm: &[u8]) -> hkdf::Prk {\n\t\t\tlet mut salt_ctx = self.0.clone();\n\t\t\tsalt_ctx.update(ikm);\n\t\t\tlet prk = salt_ctx.finish().0;\n\t\t\thkdf::Prk(hmac::Context::new(&prk))\n\t\t}\n\t}\n\n\t/// A domain-separated and \"extracted\" Pseudo-Random Key\n\t/// ready to now \"expand\" into many different child secrets\n\t/// of varying lengths.\n\t///\n\t/// `Prk` is (relatively) expensive to construct, so it's\n\t/// good to compute once and reuse.\n\t///\n\t/// `PRK.0 := HMAC(HMAC(salt, ikm), ___)`\n\tstruct Prk(hmac::Context);\n\n\timpl Prk {\n\t\t/// HKDF-expand a new secret of `out_len` bytes from a\n\t\t/// `Prk`, using `infos` for domain separation or\n\t\t/// application specific context.\n\t\t///\n\t\t/// For example, from a single root secret, you might\n\t\t/// derive many subkeys simply by using different `infos`\n\t\t/// labels, like \"cert key\" or \"sealing key\" or \"btc key\n\t\t/// 54\".\n\t\t///\n\t\t/// HKDF-SHA256 has a max output secret limit of\n\t\t/// `255 * 32 == 8160` bytes.\n\t\tfn expand(&self, infos: &[&[u8]], out_len: usize) -> Vec<u8> {\n\t\t\t// N is the number of sha256-block-sized blocks we need\n\t\t\t// to derive in order to cover the desired output length\n\t\t\t// `out_len`.\n\t\t\t//\n\t\t\t// N := ceil(out_len / sha256::BLOCK_SIZE)\n\t\t\t// := (out_len.saturating_sub(1) / sha256::BLOCK_SIZE) + 1\n\t\t\tlet n = (out_len.saturating_sub(1) / 32) + 1;\n\t\t\tlet n = u8::try_from(n).expect(\"out_len is too large\");\n\n\t\t\t// T := T(1) || T(2) || .. || T(N)\n\t\t\t// T(0) := b\"\" (empty byte string)\n\t\t\t// T(i) := hmac::digest(prk, T(i-1) || infos || [ i ])\n\n\t\t\tlet mut out = Vec::with_capacity(len);\n\t\t\t// T(i-1)\n\t\t\tlet mut t_im1 = [0u8; 32];\n\n\t\t\tfor i in 1..=n {\n\t\t\t\t// T(i) := hmac::digest(prk, T(i-1) || infos || [ i ])\n\t\t\t\tlet mut t_i = {\n\t\t\t\t\tlet mut ctx = self.0.clone();\n\t\t\t\t\tif i != 1 {\n\t\t\t\t\t\tctx.update(&t_im1);\n\t\t\t\t\t}\n\t\t\t\t\tfor info in infos {\n\t\t\t\t\t\tctx.update(info);\n\t\t\t\t\t}\n\t\t\t\t\tctx.update(&[i]);\n\t\t\t\t\tctx.finish().0\n\t\t\t\t};\n\t\t\t\tt_im1 = t_i;\n\n\t\t\t\tif i < n {\n\t\t\t\t\tout.extend_from_slice(&t_i[..]);\n\t\t\t\t} else {\n\t\t\t\t\t// the last block will need to be truncated if\n\t\t\t\t\t// `out_len` isn't a multiple of the block size.\n\t\t\t\t\tlet l = 32 - (((n as usize) * 32) - out_len);\n\t\t\t\t\tout.extend_from_slice(&t_i[..l]);\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tout\n\t\t}\n\t}\n\n\t/// A convenience function to derive a secret of size `out_len`\n\t/// from `ikm` (Input Key Material)\n\tfn derive(\n\t\tsalt: &[u8],\n\t\tikm: &[u8],\n\t\tinfos: &[&[u8]],\n\t\tout_len: usize,\n\t) -> Vec<u8> {\n\t\tlet salt = hkdf::Salt::new(salt);\n\t\tlet prk = salt.extract(ikm);\n\t\tprk.expand(infos, out_len)\n\t}\n}\n\n\nUseful perf tips:\n\nThe salted HKDF function can be cached. If you find yourself deriving secrets from multiple different IKMs, this trick may be useful.\nThe extracted PRK can be cached. If you find yourself deriving many different secrets from one root secret, this trick may be useful. I've found this trick in particular can save between 60-70% on key derivation time.\n\n\n\nRFCs\n \n #\n \n\n\n\nRFC 2104: HMAC: Keyed-Hashing for Message Authentication\nRFC 5869: HKDF: HMAC-based Extract-and-Expand Key Derivation Function\n\n","id":"https://phlip9.com/notes/crypto/hkdf-sha256/","title":"hkdf-sha256"},"https://phlip9.com/notes/crypto/smallstep - private online CA & ACME server/":{"body":"smallstep - private online CA & ACME server\n\n\nA private certificate authority (X.509 & SSH) & ACME server for secure automated certificate management, so you can use TLS everywhere & SSO for SSH.\n\n\nSite: https://smallstep.com/certificates/index.html\nGithub: https://github.com/smallstep/certificates\n\n","id":"https://phlip9.com/notes/crypto/smallstep - private online CA & ACME server/","title":"smallstep - private online CA & ACME server"},"https://phlip9.com/notes/crypto/tls exported keying material/":{"body":"tls exported keying material\n\nRFC 5705 - Keying Material Exporters for TLS\nwhat\n \n #\n \n\n\nExposes a KDF on the TLS connection shared secret that the client and server agreed upon.\nAPI\n \n #\n \n\n\nrustls::Connection::export_keying_material\nimpl Connection {\n /// Derives key material from the agreed connection secrets.\n ///\n /// This function fills in `output` with `output.len()` bytes of\n /// key material derived from the master session secret using\n /// `label` and `context` for diversification.\n pub fn export_keying_material(\n &self,\n output: &mut [u8],\n label: &[u8],\n context: Option<&[u8]>,\n ) -> Result<(), Error>;\n}\n\n","id":"https://phlip9.com/notes/crypto/tls exported keying material/","title":"tls exported keying material"},"https://phlip9.com/notes/crypto/zkdocs/":{"body":"zkdocs\n\n\nZKDocs provides comprehensive, detailed, and interactive documentation on zero-knowledge proof systems and related primitives.\n\n","id":"https://phlip9.com/notes/crypto/zkdocs/","title":"zkdocs"},"https://phlip9.com/notes/design/":{"body":"","id":"https://phlip9.com/notes/design/","title":"design"},"https://phlip9.com/notes/design/form design/":{"body":"form design\n\nVideo: You Suck at Form Design\n10 Commandments of Form Design\n \n #\n \n\n\n\nAlign form elements.\nPlace labels above inputs. Avoid labels to the left of inputs.\nInput labels must stand out.\nFocused input must stand out.\nHard labels rather than placeholders.\nErrors should go next to exact input.\nInvalid input fields must stand out.\nCramped forms look bad. Use effective whitespace.\nAvoid wordiness. Move extra info to hovers/dropdowns/etc...\nKeep num. fields manageable. Either multi-step or group if too many.\n\nExamples\n \n #\n \n\n\nAlignment\n \n #\n \n\n\nBefore:\n\nThe form inputs are not aligned with the heading.\nThe form labels are to the left, which makes people's eyes zig-zag.\n\n\nAfter:\n\nClear Input Fields\n \n #\n \n\n\nBefore:\n\nThe single colored underline is not enough to show that this is an input field. People might mistake them for page breaks.\n\n\nAfter:\nA subtle background color helps to make form inputs stand out.\n\nClear Input Focus\n \n #\n \n\n\nBefore:\n\nThe currently focused input field does not give any indication that the user is inputting into it.\n\n\nAfter:\nAdd a highlight, underline, background color, etc... to show that this field is focused.\n\nUse separate labels\n \n #\n \n\n\nBefore:\n\nThis input relies on the placeholder to show what the input is for. However, the user might walk away and come back, or just forget what the field is for. Without a separate label that stays untouched, the user can get lost.\n\n\nAfter:\n\nPut placeholders outside inputs\n \n #\n \n\n\nBefore:\n\nWhen the user clicks on the input, the placeholder disappears. If the placeholder is conveying any useful information about e.g. formatting, then just put the placeholder outside the input so the user can always see it.\n\n\nAfter:\n\nErrors go next to inputs\n \n #\n \n\n\nBefore:\n\nAll the errors are just dumped at the top or bottom.\nIt's not clear which fields need to be changed.\n\n\nAfter:\n\nEnsure each error message is as close to the source as possible.\nEnsure the problem fields are properly highlighted red so the user can quickly identify which fields need to change.\n\n\nMinimize words. Move help to hovers/dropdowns.\n \n #\n \n\n\nBefore:\n\nLots of words / explanation / supplemental info below the First Name field.\n\n\nAfter:\n\nMove supplemental info into a hover text or pull-out thing so the actual form is clear.\n\n\nUse effective whitespace\n \n #\n \n\n\nBefore:\n\nInputs and labels are too cramped. Looks awful.\n\n\nAfter:\n\nJust a little bit more whitespace makes things much nicer.\n\n\nAvoid intimidating number of fields\n \n #\n \n\n\nBefore:\n\nToo many fields at once can be intimidating. Users will just give up and go elsewhere.\n\n\nAfter (1):\n\nOne option is to split the form into separate steps, so each step looks manageable.\n\n\nAfter (2):\n\nAnother option is to use some whitespace to group different inputs.\n\n\n","id":"https://phlip9.com/notes/design/form design/","title":"form design"},"https://phlip9.com/notes/devops/":{"body":"","id":"https://phlip9.com/notes/devops/","title":"devops"},"https://phlip9.com/notes/devops/AKS - azure kubernetes service/":{"body":"AKS - azure kubernetes service\n\n\nAzure hosts master nodes.\nAzure provides convenient hooks into other Azure hosted services like metrics & log aggregators, VPC, auth & ACLs, load balancers, persistent volumes, etc...\nKubernetes overhead is FREE (minus network bandwidth) since Azure hosts master nodes. You can also pay more for better uptime SLAs.\n\n","id":"https://phlip9.com/notes/devops/AKS - azure kubernetes service/","title":"AKS - azure kubernetes service"},"https://phlip9.com/notes/devops/algo wireguard VPN server/":{"body":"algo wireguard VPN server\n\nSetup\n \n #\n \n\n\n\n\nCreate DigitalOcean Account https://m.do.co/c/75caca4c0b8e\n\n\nCreate new DigitalOcean API key.\n\nAPI > Personal Access Tokens > Generate New Token.\nName: trailofbits/algo, Read: Y, Write: Y.\nMake sure to save the value somewhere since it'll disappear after leaving the page.\n\n\n\nClone trailofbits/algo\n\n\n$ git clone https://github.com/trailofbits/algo.git\n$ cd algo\n$ git checkout -b 20201126 ebec20ed3\n\n\nInstall algo python deps\n\n$ python3 -m pip install --user --upgrade virtualenv\n$ python3 -m virtualenv --python=\"$(command -v python3)\" .env\n$ source .env/bin/activate\n$ python3 -m pip install -U pip virtualenv\n$ python3 -m pip install -r requirements.txt\n\n\n\nSetup algo/config.cfg\n\nAdd some users [phlipphone, phliptop, phlipdesk, ...].\nDisable IPSEC.\nEnable unattended_reboot.\n\n\n\nDeploy\n\nCloud Provider: DigitalOcean\nName: wg\nCellular On Demand: N\nWifi On Demand: N\nDNS adblocking: y\nSSH tunneling: N\nEnter DigitalOcean API Key.\nRegion: SFO2\n\n\n\nSSH into the droplet\n\n\n$ ssh -F configs/178.128.1.190/ssh_config wg\n\n\n(Optional) Install the DigitalOcean metrics agent\n\n# curl --proto '=https' --tlsv1.2 -sSf https://repos.insights.digitalocean.com/install.sh | sudo bash\n\n\n(Optional) Set up DNS forwarding. Add nameserver (NS) records in domain registrar pointing to digitalocean nameservers.\n\nEx: In registrar, under domain (phlip9.com), add NS records for VPN's subdomain (wg.phlip9.com):\nType Name Value TTL\nNS wg ns1.digitalocean.com 1 Hour\nNS wg ns2.digitalocean.com 1 Hour\nNS wg ns3.digitalocean.com 1 Hour\n\nVerify records have updated (may take a minute):\n$ dig NS +nocmd +nocomments wg.phlip9.com\n\n;wg.phlip9.com. IN NS\nwg.phlip9.com. 1452 IN NS ns1.digitalocean.com.\nwg.phlip9.com. 1452 IN NS ns3.digitalocean.com.\nwg.phlip9.com. 1452 IN NS ns2.digitalocean.com.\n\nIn DigitalOcean, go to Create > Domains/DNS. Enter Domain: wg.phlip9.com.\nAdd Domain.\nCreate New Record: type: A, hostname: @, will direct to: droplet, ttl: 3600.\nCreate New Record: type: AAAA, hostname: @, will direct to: droplet, ttl: 3600.\nVerify records have updated:\n$ dig A +nocmd +nocomments wg.phlip9.com\n\n;wg.phlip9.com. IN A\nwg.phlip9.com. 3600 IN A 178.128.1.190\n\n$ dig AAAA +nocmd +nocomments wg.phlip9.com\n\n;wg.phlip9.com. IN AAAA\nwg.phlip9.com. 3600 IN AAAA 2604:a880:2:d0::21d0:e001\n\nAdding New Users\n \n #\n \n\n\nAdd new users to algo.config.\n$ ./algo update-users\n\nWireguard VPN Clients\n \n #\n \n\n\nmacOS\n \n #\n \n\n\n\n\nInstall Wireguard from App Store\n\n\nImport tunnels from file > algo/configs/178.128.1.190/wireguard/phliptop.conf\n\n\nAndroid\n \n #\n \n\n\n\n\nInstall Wireguard from App Store\n\n\nScan QR code from image > algo/configs/178.128.1.190/wireguard/phlipphone.png\n\n\n","id":"https://phlip9.com/notes/devops/algo wireguard VPN server/","title":"algo wireguard VPN server"},"https://phlip9.com/notes/devops/azure CLI/":{"body":"azure CLI\n\nInitial Setup\n \n #\n \n\n\nSetup an Azure account: https://portal.azure.com.\nInstall the CLI\n \n #\n \n\n\nDebian/Ubuntu/WSL\n \n #\n \n\n\n$ curl -sL https://packages.microsoft.com/keys/microsoft.asc | gpg --dearmor | sudo tee /etc/apt/trusted.gpg.d/microsoft.gpg > /dev/null\n\n$ AZ_REPO=$(lsb_release -cs) echo \"deb [arch=amd64] https://packages.microsoft.com/repos/azure-cli/ $AZ_REPO main\" | sudo tee /etc/apt/sources.list.d/azure-cli.list\n\n$ sudo apt update\n$ sudo apt-get install azure-cli\n\nmacOS\n \n #\n \n\n\n$ brew update\n$ brew install azure-cli\n\nCLI Login\n \n #\n \n\n\n$ az login\n\nIf this isn't inside a docker container, you can just run az login, which will open the browser for you. When doing this in WSL2, use az login --use-device-code and open https://microsoft.com/devicelogin separately.\nView available regions\n \n #\n \n\n\n# Pull out the \"name\" field in each object and sort them\n$ az account list-locations \\\n\t--query \"[].name | sort(@)\"\n\n(Optional) Configure default region\n \n #\n \n\n\n$ az configure --defaults location=westus\n\nCreate a resource group\n \n #\n \n\n\n$ az group create \\\n\t--location westus \\\n\t--name az account list-locations --query \"[].name | sort(@)\"\n\n{\n \"id\": \"/subscriptions/XXXXX-XXXX-XXXX-XXXX-XXXXX/resourceGroups/mygroup\",\n \"location\": \"westus\",\n \"managedBy\": null,\n \"name\": \"mygroup\",\n \"properties\": {\n \"provisioningState\": \"Succeeded\"\n },\n \"tags\": null,\n \"type\": \"Microsoft.Resources/resourceGroups\"\n}\n\n(Optional) Configure default resource group\n \n #\n \n\n\n$ az configure --defaults group=mygroup\n\nCreate our VM\n \n #\n \n\n\n\nNote: Azure only supports uploading RSA keys via the CLI (i.e., not Ed25519 or ECDSA). The bit-length must also be at least 2048. Don't worry though, we'll toss our usual Ed25519 pubkeys into the VM in just a sec!\n\n$ az vm create \\\n\t--name myvm \\\n\t--size Standard_DC1s_v3 \\\n\t--image Canonical:0001-com-ubuntu-server-focal:20_04-lts-gen2:latest \\\n\t--authentication-type ssh \\\n\t--ssh-key-values ~/.ssh/id_rsa4096.pub \\\n\t--public-ip-sku Basic \\\n\t--public-ip-address-dns-name \"my-unique-name\" \\\n\t--public-ip-address-allocation Dynamic \\\n\t--storage-sku \"Standard_LRS\"\n\n{\n \"fqdns\": \"my-unique-name.westus.cloudapp.azure.com\",\n \"id\": \"/subscriptions/XXXXX-XXXX-XXXX-XXXX-XXXXX/resourceGroups/mygroup/providers/Microsoft.Compute/virtualMachines/myvm\",\n \"location\": \"westus\",\n \"macAddress\": \"XX-XX-XX-XX-XX-XX\",\n \"powerState\": \"VM running\",\n \"privateIpAddress\": \"10.0.0.4\",\n \"publicIpAddress\": \"XX.XX.XX.XX\",\n \"resourceGroup\": \"mygroup\",\n \"zones\": \"\"\n}\n\nLet's quickly confirm that the DNS name resolves correctly:\n$ dig +short A my-unique-name.westus.cloudapp.azure.com\nXX.XX.XX.XX\n\nThen let's make sure we can at least SSH into the VM:\n$ ssh -i ~/.ssh/id_rsa4096 my-unique-name.westus.cloudapp.azure.com\n\nWe can also dump all of our github pubkeys into the VM, so we don't need the -i arg anymore : )\n$ ssh -i ~/.ssh/id_rsa4096 \\\n\tmy-unique-name.westus.cloudapp.azure.com \\\n\t\"curl \\\"https://github.com/phlip9.keys\\\" >> ~/.ssh/authorized_keys\"\n\n(FIXUP) Create a public IPv4+IPv6 addr + DNS record\n \n #\n \n\n\n\nNote: the dns-name label must be unique across all customers in a region!\nThe final DNS name will look like <dns-name>.<location>.cloudapp.azure.com.\n\nSee: Azure Docs - virtual network public IP\nSee: Azure - public IP address pricing\n# Create the IPv4 address\n$ az network public-ip create \\\n\t--name \"mygroup-ip\" \\\n\t--allocation-method Dynamic \\\n\t--dns-name \"my-unique-name\" \\\n\t--sku Basic \\\n\t--version IPv4\n\n# Create the IPv6 address\n$ az network public-ip create \\\n\t--name \"mygroup-ip\" \\\n\t--allocation-method Dynamic \\\n\t--dns-name \"my-unique-name\" \\\n\t--sku Basic \\\n\t--version IPv6\n\n{\n \"publicIp\": {\n \"ddosSettings\": null,\n \"deleteOption\": null,\n \"dnsSettings\": {\n \"domainNameLabel\": \"my-unique-name\",\n \"fqdn\": \"my-unique-name.westus.cloudapp.azure.com\",\n \"reverseFqdn\": null\n },\n \"etag\": \"W/\\\"XXXXXX-XXXX-XXXX-XXXX-XXXXXX\\\"\",\n \"extendedLocation\": null,\n \"id\": \"/subscriptions/XXXXXX-XXXX-XXXX-XXXX-XXXXXX/resourceGroups/mygroup/providers/Microsoft.Network/publicIPAddresses/mygroup-ip\",\n \"idleTimeoutInMinutes\": 4,\n \"ipAddress\": null,\n \"ipConfiguration\": null,\n \"ipTags\": [],\n \"linkedPublicIpAddress\": null,\n \"location\": \"westus\",\n \"migrationPhase\": null,\n \"name\": \"mygroup-ip\",\n \"natGateway\": null,\n \"provisioningState\": \"Succeeded\",\n \"publicIpAddressVersion\": \"IPv6\",\n \"publicIpAllocationMethod\": \"Dynamic\",\n \"publicIpPrefix\": null,\n \"resourceGroup\": \"sgxdev\",\n \"resourceGuid\": \"XXXXXX-XXXX-XXXX-XXXX-XXXXXX\",\n \"servicePublicIpAddress\": null,\n \"sku\": {\n \"name\": \"Basic\",\n \"tier\": \"Regional\"\n },\n \"tags\": null,\n \"type\": \"Microsoft.Network/publicIPAddresses\",\n \"zones\": null\n }\n}\n\n","id":"https://phlip9.com/notes/devops/azure CLI/","title":"azure CLI"},"https://phlip9.com/notes/devops/consul/":{"body":"consul\n\nSite: https://www.consul.io/\n\nConsul is a service mesh.\nService Discovery: services can register themselves with Consul, like api or mysql. Other services can discover providers by querying Consul.\nHealth Checking: Consul clients can provide simple health checks like HTTP 200 OK or platform metrics like memory or CPU utilization below 90%. These health checks can then be used by the service discovery and service routing to route around unhealthy nodes.\nKV Store: Consul provides a centralized KV store, which can be used for dynamic configuration, feature flags, coordination, leader election, etc...\nSecure Service Communication: Consul can generate and distribute TLS certs to each service to establish mTLS connections with other cluster services. Services can be segmented dynamically to allow only specific services to communicate.\nMulti Datacenter: Consul supports multiple regions / data centers.\nDistributed, highly available system.\nMaintains centralized Registry of services in cluster.\nMaintains centralized KV Store.\nEach service has a sidecar which transparently proxies all inbound and outbound requests.\nConfigures each service with TLS certificates from our cluster CA. Services connect to each other through sidecar proxies, which do mTLS to guarantee authentication and integrity within the cluster.\nMaintain service dependency graph.\n\n","id":"https://phlip9.com/notes/devops/consul/","title":"consul"},"https://phlip9.com/notes/devops/deployment strategies/":{"body":"deployment strategies\n\nBlog: https://harness.io/blog/continuous-verification/blue-green-canary-deployment-strategies/\nOutage Deploy\n \n #\n \n\n\n\nShut down all v1 nodes\nDeploy/provision v2 nodes\n\nPros:\n\nDumbest and simplest approach\n\nCons:\n\nRisky\nMandatory outage period\nExtended outage if there's a bug in v2 nodes that needs to rollback\n\nConcurrent Deploy\n \n #\n \n\n\n\nConcurrently reprovision all v1 nodes to v2 nodes\n\nPros:\n\nDumb and simple\n(Hopefully) no downtime : )\n\nCons:\n\nRisky\nMultiple versions exist at the same time for a short period (potential fun bugs).\nService API changes must be backwards compatible.\nExtended outage if there's a bug in v2 nodes that needs to rollback\n\nRolling Deploy\n \n #\n \n\n\n\nIncrementally roll out new version to $n$ nodes, then $2n$ nodes, ..., until all $N$ nodes updated.\n\nAt each step, you verify whether the new deployment is healthy. If not, you rollback\n\n\nIf you need a rollback, then you just take the subset of newer version nodes and reprovision them with the older version.\n\nPros:\n\nLess-risky than previous strategies\nNo downtime\n\nCons:\n\nMultiple versions exist at the same time for a short period (potential fun bugs).\nService API changes must be backwards compatible.\nNeed well-automated deployment verification\n\nBlue-Green Deploy\n \n #\n \n\n\nBlog: https://martinfowler.com/bliki/BlueGreenDeployment.html\n\nUses two (ideally) identical environments: (1) \"staging\" (blue) and (2) \"production\" (green).\nRollout upgrade to staging.\nCheck that staging metrics are good.\nThen switch over user traffic from production to staging. Then the environment labels swap, so previously staging -> production and previously production -> staging.\nIf you need to rollback (after switching and before next deploy), you can just switch back to the (now staging) previous production environment.\n\nPros:\n\nRelatively simple and fast\nLow risk\nNo downtime\n\nCons:\n\nDouble the cost, since you need TWO production-ready environments\nShifting traffic can have subtle race conditions or lost transactions.\n\nCanary Deploy\n \n #\n \n\n\n\nRollout deploy to subsets of production users / traffic.\nFor example, deploy to 1% US users, 50% US users, 100% US users, then 100% Global users.\n\nPros:\n\nTest code in production with real users and real traffic.\nCheaper than Blue-Green\nLow risk\nFast and easy rollback\nNo downtime\n\nCons:\n\nTesting in production\nHigh scripting complexity\nService API changes must be backwards compatible.\nNeed well-automated deployment verification\n\nA/B Testing\n \n #\n \n\n\n","id":"https://phlip9.com/notes/devops/deployment strategies/","title":"deployment strategies"},"https://phlip9.com/notes/devops/docker compose/":{"body":"docker compose\n\nDocs: https://docs.docker.com/compose/\nWhat\n \n #\n \n\n\nCompose multiple Docker containers.\n\nTool for defining and running multi-container Docker apps and services.\nDeclarative YAML file describes all services, what stuff they expose, and which services they connect to.\nManage full lifecycle of application (1) start, stop, rebuild, (2) view status, (3) stream logs, (4) run ad-hoc commands.\n\nUse Cases\n \n #\n \n\n\n\nLocal dev environment. If you have a big complex microservice app, you can describe it with docker compose and run it locally.\nAutomated CI/CD test suite. Easily spin up your application, run integration tests, and spin down in an isolated CI-friendly environment.\nSingle host deployment. First two are primary use cases, but docker compose also supports production single-host deployments.\n\n","id":"https://phlip9.com/notes/devops/docker compose/","title":"docker compose"},"https://phlip9.com/notes/devops/k3s/":{"body":"k3s\n\nDocs: https://rancher.com/docs/k3s/latest/en/\n\nLightweight Kubernetes\ndesigned for production workloads in unattended, resource-constrained, remote locations or inside IoT appliances\nSingle binary, <50MB, supports ARM.\nLightweight SQLite storage backend by default.\n\"Minimal\" dependencies (comparing a trash fire with a forest fire haha)\n\n\n","id":"https://phlip9.com/notes/devops/k3s/","title":"k3s"},"https://phlip9.com/notes/devops/kind (kubernetes in docker)/":{"body":"kind (kubernetes in docker)\n\n\nSite: https://kind.sigs.k8s.io/\nGithub: https://github.com/kubernetes-sigs/kind\n\nkind is a tool for running local Kubernetes clusters using Docker container “nodes”. kind was primarily designed for testing Kubernetes itself, but may be used for local development or CI.\n","id":"https://phlip9.com/notes/devops/kind (kubernetes in docker)/","title":"kind (kubernetes in docker)"},"https://phlip9.com/notes/devops/kubernetes/":{"body":"kubernetes\n\nLinks\n \n #\n \n\n\n\n2022/03 - Kubernetes Hardening Guide - NSA / CIA\n2022/07 - Falling for Kubernetes\nk9s - ncurses k8s cli\n\n","id":"https://phlip9.com/notes/devops/kubernetes/","title":"kubernetes"},"https://phlip9.com/notes/devops/linkerd/":{"body":"linkerd\n\nSite: https://linkerd.io/\nDocs: https://linkerd.io/2.11/overview/\n\nLinkerd is a service mesh for kubernetes.\nProxies all inbound and outbound communication for every pod.\nAdds security, observability, and reliability features to every pod transparently.\nAdd Linkerd to get instant\n\nAPI health metrics (request rate, success rate, error rate, latency, volume, etc...) without changing application code.\nReliability features (latency-aware load balancing, request retries, timeouts, blue-green deploys).\nService routing (deployment-aware routing, locality-aware routing, etc...)\n\n\n\"Minimalist\" design\nTheir core \"micro-proxy\" uses Rust : )\n\n","id":"https://phlip9.com/notes/devops/linkerd/","title":"linkerd"},"https://phlip9.com/notes/devops/minikube/":{"body":"minikube\n\nDocs: https://minikube.sigs.k8s.io/\n\nsmall Kubernetes distribution\nrun Kubernetes locally\nuse all the standard kubectl commands\ncan effectively replace docker/docker desktop\nsingle binary\n\n","id":"https://phlip9.com/notes/devops/minikube/","title":"minikube"},"https://phlip9.com/notes/devops/nomad/":{"body":"nomad\n\nSite: https://www.nomadproject.io/\nDocs: https://www.nomadproject.io/docs\n\n\"Workload\" scheduler and orchestrator\nSupports container, VM, raw forked binary, or custom \"driver\" workloads.\nDevs declaratively specify workloads as Job file, which describes different services, versions, ports, dependencies, etc...\nNomad looks at current desired set of jobs and tries to make reality match desired jobs.\nNomad schedules workloads across available hardware. It restarts jobs that have crashed. It migrates jobs from failed machines.\nIt allows you to specify version upgrade rollout strategy.\nDevelopers consume infrastructure via APIs. Nomad provides these \"northbound\" APIs.\nOps manages infrastructure via APIs. Nomad provides these \"southbound\" APIs.\nCustom Driver Plugins (how to run and manage a task)\nCustom Device Plugins (custom resources that can be exposed). Could be useful for SGX maybe?\n\nExample\n \n #\n \n\n\nCircleCI\n \n #\n \n\n\n\nCircleCI uses Nomad as a Job Queue\nNew commits from customers triggers an event\nThis commit event is then submitted to Nomad as a Job (to test their code or w/e).\nNomad can act like a Job queue and buffer Jobs until there is available capacity in the fleet. For example, CircleCI might get 2k+ jobs/min but only have 1k jobs/min hardware capacity during peak hours. Nomad will correctly buffer jobs until there is capacity.\n\nCitadel\n \n #\n \n\n\n\nCitadel cares about how quickly, in absolute time, they can compute some job, rather than the total cost / number of cores / etc...\nTheir issue is: how many containers can we run in a short period of time?\nNeed to support bursty workloads (analysts want to run big models as quickly as possible).\nNeed to work across existing DCs and \"burst\" to cloud on-demand.\nWant to run 40M containers in a short period.\n2017 talk mentions 3k+ containers scheduled / sec.\nrelated blog post:\n\nHashiCorp Nomad scheduled 2,000,000 Docker containers on 6,100 hosts in 10 AWS regions in 22 minutes.\n1.5k containers/sec\nhttps://www.hashicorp.com/c2m\n\n\n\n","id":"https://phlip9.com/notes/devops/nomad/","title":"nomad"},"https://phlip9.com/notes/devops/o11y/":{"body":"","id":"https://phlip9.com/notes/devops/o11y/","title":"devops/o11y"},"https://phlip9.com/notes/devops/o11y/jaeger oss e2e tracing/":{"body":"jaeger oss e2e tracing\n\nSite: https://www.jaegertracing.io/\nRelevant crate: https://github.com/MystenLabs/mysten-infra/tree/main/telemetry_subscribers\n","id":"https://phlip9.com/notes/devops/o11y/jaeger oss e2e tracing/","title":"jaeger oss e2e tracing"},"https://phlip9.com/notes/devops/secrets/":{"body":"","id":"https://phlip9.com/notes/devops/secrets/","title":"devops/secrets"},"https://phlip9.com/notes/devops/secrets/1password - secrets automation/":{"body":"1password - secrets automation\n\n\nSecure, orchestrate, and manage your company’s infrastructure secrets with 1Password Secrets Automation.\n\n\nSite: https://1password.com/products/secrets/\nDocs: https://developer.1password.com/docs/connect\nSDK (Go): https://github.com/1Password/connect-sdk-go\n\n\n\nConnect server appears to be closed source?\n\npricing (2022/08)\n \n #\n \n\n\n\nTiers are assigned daily, after analyzing credit usage for that day. Billing occurs monthly, as the sum of the price of each daily tier assigned during the previous month.\n\n\nScripts, services, and other entities need a token to access vaults, where secrets are stored. Each credit grants a token access to a vault. Using multiple credits across multiple tokens ensures the proper application of the Principle of Least Privilege.\n\nup to # access creditsprice\n3$0/mo\n25$30/mo\n100$100/mo\n500$300/mo\n\n","id":"https://phlip9.com/notes/devops/secrets/1password - secrets automation/","title":"1password - secrets automation"},"https://phlip9.com/notes/devops/secrets/doppler/":{"body":"doppler\n\n\nSync env vars at scale\n\n\nSite: https://www.doppler.com/\n\nSome closed-source hosted solution.\n","id":"https://phlip9.com/notes/devops/secrets/doppler/","title":"doppler"},"https://phlip9.com/notes/devops/secrets/ejson (Shopify)/":{"body":"ejson (Shopify)\n\n\nEJSON is a small library to manage encrypted secrets using asymmetric encryption.\n\n\nGithub: https://github.com/Shopify/ejson\nRelated: https://github.com/Shopify/ejson2env\nSimilar: ejson-kms (AWS), mozilla SOPS, sy - share secrets safely\n\nThe main benefits provided by ejson are:\n\nSecrets can be safely stored in a git repo.\nChanges to secrets are auditable on a line-by-line basis with git blame.\nAnyone with git commit access has access to write new secrets.\nDecryption access can easily be locked down to production servers only.\nSecrets change synchronously with application source (as opposed to secrets provisioned by Configuration Management).\nSimple, well-tested, easily-auditable source.\n\n","id":"https://phlip9.com/notes/devops/secrets/ejson (Shopify)/","title":"ejson (Shopify)"},"https://phlip9.com/notes/devops/secrets/ejson-kms (AWS)/":{"body":"ejson-kms (AWS)\n\n\nA utility for managing a collection of secrets in source control using AWS KMS.\nThe secrets are encrypted using secret-key cryptography (NaCl Secretbox: XSalsa20 + Poly1305), using key wrapping with a master key stored on HSM-backed storage at AWS. Encrypted secrets are stored in a JSON file that can easily be shared and versioned.\n\n\nGithub: https://github.com/adrienkohlbecker/ejson-kms\nSimilar: ejson (Shopify), mozilla SOPS\n\nsecret encryption\n \n #\n \n\n\n\nFor each secret, a data key is requested from AWS KMS (see GenerateDataKey).\nThe encryption context is sent along and is stored alongside the encrypted data key. The name of the secret is added to the context automatically under the key Secret\nKMS returns the data key encrypted with the master key (stored on AWS servers) and the corresponding plaintext.\nThat data key is used to encrypt one secret.\nA random nonce is generated and NaCL Secretbox is used for encryption.\nUnder the hood, Secretbox uses XSalsa20 and Poly1305 to encrypt and authenticate messages. The length of messages is not hidden.\nFinally, the encrypted data key, the random nonce and the encrypted secret are each stored in the JSON file.\n\nsecret decryption\n \n #\n \n\n\n\nFor each secret, the encrypted data key, random nonce and encrypted secret are extracted from the JSON file.\nA request is made to AWS KMS to decrypt the encrypted data key (see Decrypt).\nAt this stage the encryption context is authenticated and logged. The name of the secret is added to the context automatically under the key Secret\nUsing the key plaintext and random nonce, the secret is decrypted using NaCL Secretbox.\n\n","id":"https://phlip9.com/notes/devops/secrets/ejson-kms (AWS)/","title":"ejson-kms (AWS)"},"https://phlip9.com/notes/devops/secrets/envkey/":{"body":"envkey\n\n\nMagical secure app config\n\ne2e encryption for API keys and other secrets\nlive reload for env vars\nstop config sprawl and sloppy secrets mgmt\nprevent config bugs\nsave time\n\n\nGithub: https://github.com/envkey/envkey\n\nHas open source \"community\" version\n\n","id":"https://phlip9.com/notes/devops/secrets/envkey/","title":"envkey"},"https://phlip9.com/notes/devops/secrets/fortanix DSM/":{"body":"fortanix DSM\n\n\nSite: https://www.fortanix.com/products/data-security-manager/key-management-service\nRust SDK: https://github.com/fortanix/sdkms-client-rust\nREST API: https://www.fortanix.com/fortanix-restful-api-references/dsm\n\n","id":"https://phlip9.com/notes/devops/secrets/fortanix DSM/","title":"fortanix DSM"},"https://phlip9.com/notes/devops/secrets/mozilla SOPS/":{"body":"mozilla SOPS\n\n\nSimple and flexible tool for managing secrets\n\n\nGithub: https://github.com/mozilla/sops\nSimilar: ejson-kms (AWS), ejson (Shopify), sy - share secrets safely\n\noverview\n \n #\n \n\n\n\nStore encrypted credentials in an ops git repo\nDevOps manually \"provisions\" secrets by updating per-service encrypted credentials files\nCredentials files are encrypted with a key also stored in e.g. Azure KMS (per-service creds encrypted w/ key only viewable by that service in Azure KMS?)\nWhen service gets provisioned, on startup its credentials decryption key is pulled from KMS and the credentials are decrypted\n\n","id":"https://phlip9.com/notes/devops/secrets/mozilla SOPS/","title":"mozilla SOPS"},"https://phlip9.com/notes/devops/secrets/sops-nix/":{"body":"sops-nix\n\n\nAtomic secret provisioning for NixOS based on mozilla SOPS\n\n\nGithub: https://github.com/Mic92/sops-nix\n\n","id":"https://phlip9.com/notes/devops/secrets/sops-nix/","title":"sops-nix"},"https://phlip9.com/notes/devops/secrets/sy - share secrets safely/":{"body":"sy - share secrets safely\n\n\n\nVault file stored in git repo.\nDepends on gpg installed. GPGME (GPG Made Easy).\nEncrypt secrets to a subset of your team members and tooling.\n\n\n\nGithub: https://github.com/share-secrets-safely/cli\nSimilar: ejson-kms (AWS), ejson (Shopify), mozilla SOPS\n\n","id":"https://phlip9.com/notes/devops/secrets/sy - share secrets safely/","title":"sy - share secrets safely"},"https://phlip9.com/notes/devops/service mesh/":{"body":"service mesh\n\nBlog: https://linkerd.io/what-is-a-service-mesh/\nA service mesh like linkerd is a tool for adding observability, security, and reliability features to “cloud native” applications by transparently inserting this functionality at the platform layer rather than the application layer.\n\nDeployed as a sidecar alongside application in each pod.\nTransparently proxies all inbound and outbound requests to the application container.\nThe proxies comprise the service mesh's data plane.\nThe proxies are configured and controlled by the control plane.\n\nPros:\n+ Reduce complexity in application code.\n+ Migrate common features needed by all your applications into the common service mesh layer.\n+ Get useful features \"for free\" just by integrating a service mesh.\nCons:\n\nAdded overhead from service mesh proxying all inbound and outbound requests.\nPotentially added overall complexity by adding another moving part that needs its own configuration, monitoring, etc...\n\nTrace a request through Linkerd\n \n #\n \n\n\n\nService Routing: Linkerd applies dynamic routing rules to determine which destination the requester actually intended.\n\nShould the call be routed to service on the local cluster? a remote cluster? the current service version? the canary service? failover? etc...\n\n\nOf the available destination services in (1.), do client-side load balancing to choose the \"best\" one (by factoring together various health metrics).'\nManage connection pools to each service. New connections must go through mTLS (mutual auth) handshake.\nRecord request latency and error metrics for each service as we send them requests.\nExpose recorded service and request metrics for collection to a central aggregator.\n\nRelated FB projects\n \n #\n \n\n\n\nProxygen\nServiceRouter\n\n","id":"https://phlip9.com/notes/devops/service mesh/","title":"service mesh"},"https://phlip9.com/notes/distributed systems/":{"body":"","id":"https://phlip9.com/notes/distributed systems/","title":"distributed systems"},"https://phlip9.com/notes/distributed systems/papers/":{"body":"","id":"https://phlip9.com/notes/distributed systems/papers/","title":"distributed systems/papers"},"https://phlip9.com/notes/distributed systems/papers/(2020) Semi-Fast Byzantine-tolerant Shared Register without Reliable Broadcast/":{"body":"(2020) Semi-Fast Byzantine-tolerant Shared Register without Reliable Broadcast\n\n\nAuthors: Kishori Konwar (MIT), Sapta Kumar (BC), Lewis Tseng (BC)\nPaper: https://par.nsf.gov/servlets/purl/10176146\nVideo: https://www.youtube.com/watch?v=IFeBDlVuLdw\n\nproperties\n \n #\n \n\n\n\nBFT shared register w/o reliable broadcast\nleaderless\nunauthenticated: doesn't require digital signatures\nno reconfiguration\none-shot read: read from at least f+1\ntwo-RTT write: (1) do read from f+1, then (2) send store request to all servers.\n\ncore algorithm\n \n #\n \n\n\n\nStore an (unauthenticated) tag version counter next to the register.\nClient Writing:\n\n(1) request current tag version from all servers\n(2) determine the current honest tag $t$ to be the $(f + 1)$-th highest tag version.\n\nremember that the register is unauthenticated, so byzantine servers can just return any tag version.\n\n\n(3) send a store request with tag version $t + 1$\n\n\nClient Reading:\n\n(1) Request the current register state from all servers\n(2) Return the value with the highest tag that was witnessed by at least $f + 1$ servers.\n\n\n\nclient\n \n #\n \n\n\nclient-write(S: Servers, w: Writer, v: Value):\n\t1. try to get the current tag for the register, t := client-get-tag(S, w)\n\t2. try to update the register, client-put-data(S, w, t, v)\n\nclient-get-tag(S: Servers, w: Writer):\n\t1. send Query-Tag(w) message to servers in S\n\t2. wait for Query-Tag-Response(t, w) messages from (n - f) servers in S\n\t3. return t := (f + 1)-th highest tag among responses\n\nclient-put-data(S: Servers, w: Writer, t: Tag, v: Value):\n\t1. create new tag, t' := t + 1\n\t2. send Put-Data(w, t', v) to servers in S\n\t3. wait for ACKs from (n - f) servers in S\n\ninitial local client reader state:\n\tt_local := 0,\n\tv_local := v_0\n\nclient-read(S: Server, r: Reader, t: Tag):\n\t1. send Query-Data(r) to servers in S\n\t2. wait for Query-Data-Response(r, t, v) messages from (n - f) servers in S\n\t3. W := set of all (r, t, v) tuples with >= f + 1 witnesses\n\t4. select tuple (t, v) from witnesses W with highest tag\n\t5. if W != {} && t > t_local, then ratchet the local state tag\n\t6. (t_local, v_local) := (t, v)\n\t7. return v_local\n\nserver\n \n #\n \n\n\ninitial local server state (per reader/writer register):\n\tt_max := 0\n\tv_max := v_0\n\nserver(Query-Tag(w: Writer)):\n\t1. return Query-Tag-Response(t_max, w)\n\nserver(Put-Data(w: Writer, t: Tag, v: Value)):\n\t1. if t > t_max, then ratchet local register value and ACK:\n\t2. t_max := t\n\t3. v_max := v\n\t4. send ACK response to w\n\nserver(Query-Data(r: Reader)):\n\t1. return Query-Data-Response(t_max, v_max) for Reader r\n\n","id":"https://phlip9.com/notes/distributed systems/papers/(2020) Semi-Fast Byzantine-tolerant Shared Register without Reliable Broadcast/","title":"(2020) Semi-Fast Byzantine-tolerant Shared Register without Reliable Broadcast"},"https://phlip9.com/notes/distributed systems/papers/(2021) Leaderless Consensus/":{"body":"(2021) Leaderless Consensus\n\n\nAuthors: EPFL: Karolos Antoniadis, Antoine Desjardins, Vincent Gramoli, Rachid Guerraoui, Igor Zablotchi\nPaper: https://infoscience.epfl.ch/record/282657/files/LeaderlessConsensusTechRep.pdf\nVideo: https://www.youtube.com/watch?v=gPrdhebjTM0\n\nproperties\n \n #\n \n\n\n\nleaderless\nalg. v3 provides BFT authenticated and unauthenticated versions\ntime: O(n), optimal\nresilience: k < 3f + 1\nbits exchanged: O(n^4), same as PBFT\nmessages exchanged: O(n^4), not optimal\noptimistic termination: 2 rounds, optimal\n\nintuition\n \n #\n \n\n\nEach \"round\", a process broadcasts his max x and observes everyone else's max x. If there are disagreements, a process \"adopts\" a new x = max(x_i) for x_i just observed. Otherwise, if everyone agrees, then commit the x.\ninputs: [x_1, .., x_n]\n\nwhile true:\n\tif contention:\n\t\tadopt max(x_1, .., x_n))\n\telse if x_1 == .. == x_n:\n\t\tcommit x\n\n","id":"https://phlip9.com/notes/distributed systems/papers/(2021) Leaderless Consensus/","title":"(2021) Leaderless Consensus"},"https://phlip9.com/notes/distributed systems/the siren song of backpressure/":{"body":"the siren song of backpressure\n\nThe Pieces\n \n #\n \n\n\nWe have three major components that compose an async system: (1) Actors, which contain (2) Event Loops, which communicate with other Actors using (3) Channels.\nBackpressure\n \n #\n \n\n\nBackpressure in the real world is like a plumbing pipe. When the pipe is full, it admits no more water and the pipe \"exerts backpressure\" on its inputs (who will now start filling up because they can't push their water forward to their outputs). All the water sent into the pipe eventually ends up at the output.\nBackpressure is compositional: a series of simple pipes hooked end-to-end itself exerts backpressure. We can break the total system backpressure with a leaky pipe in the middle, which loses some of the water.\nIn systems terms, a pipe is a bounded FIFO queue.\nThe Allure of Backpressure\n \n #\n \n\n\nA system designed with all parts exerting backpressure promises: \"use these simple tricks and your system will degrade gracefully under load! Lose no messages! Never OOM!\"\nA local system that fully exerts backpressure end-to-end provides a natural mechanism for propagating that backpressure to remote peers via TCP connections.\nIf an internal component is at capacity, it will eventually propagate to our local TCP connections for each peer, which will actually propagate to each remote peer's TCP socket. In other words, when we're under load, the system will naturally stop accepting new requests off the socket.\nIn the beginning, most advice looks like \"Every queue should have a maximum size. Queues must not grow unbounded.\"\nThe average async fan replaces all their unbounded channels with bounded channels and thinks they're done.\nThe average async enjoyer ...\nDeadlocks\n \n #\n \n\n\nProblems start to arise when loop branches or handlers need to await on some shared and limited resource, particularly when the system is under load. These resources are most often\n\nenqueueing messages on mpsc (multi-producer, single-consumer) bounded channels (for communication b/w actors)\nacquiring permits from concurrency limiting semaphores (to limit concurrent requests or spawned tasks)\nsending messages on a socket.\n\nWhen there's a wait cycle (e.g. task A waits on task B waits on task C waits on task A), the system deadlocks. Especially problematic is that deadlock issues tend to only crop up non-deterministically when the system is under load and the bounded queues start hitting capacity.\nIf your queue sizes are large and you're not running load tests, these problems will manifest in production at 3 am during your on-call shift.\nTrying to handle backpressure properly is difficult. It's not that hard to just throw bounded queues everywhere and pray, but this is not sufficient in my experience.\nIn fact, many systems decide to completely eschew handling backpressure internally. Erlang actors communicate exclusively using unbounded channels. Erlang also doesn't bound spawned tasks (until the process crashes or OOMs of course :)).\nThis approach almost completely avoids deadlocks at the cost of other problems like unbounded resource usage and exploding tail latencies when the system is under load. The request latency is the real killer; the system becomes unusable when all requests start timing out as the mean request service time exceeds the mean timeout.\nIn this sort of system, a typical approach is to bound external requests \"at the edges\" with the expectation that internal load will remain proportionally bounded. This could mean setting external request rate limits and total in-flight request limits at your loadbalancers, hoping that \"internal\" system utilization remains nominal.\nThe \"ideal\" way to avoid deadlocks with bounded channels is to design your system topology so there can never be wait cycles, i.e., all Actor communication follows a directed acyclic graph (DAG). Every node in this graph is an async event loop. Every directed edge in this graph is a bounded FIFO queue that starts from an mpsc::Sender and ends at an mpsc::Receiver. In a more perfect world, the Diem topology would be a DAG like:\nflowchart LR;\n I[Inbound Network Messages] --> M & C & S;\n\n\tC[Consensus] --> S & M & O;\n\n\tS[State Sync] --> M & O;\n\n\tM[Shared Mempool] --> O;\n\n\tO[Outbound Network Messages];\n\nUnfortunately, the current system grew organically and currently looks something like (heavily simplified):\nflowchart LR;\n\tO[Sockets x N] --> P;\n\n\tP[Peers x N] --> O & N;\n\n N[Peer Manager] --> P & C & S & M;\n\n\tM[Shared Mempool] --> N;\n\n\tC[Consensus] --> S & M & N;\n\n\tS[State Sync] --> C & M & N;\n\nWait a second. Didn't we just advise against cycles? How do you avoid deadlocks??\nHere's a dirty little secret... Diem doesn't actually use bounded FIFO queues in most cases.\nThere's a lossy multi-queue implementation called diem_channel (very creative name, I know) which, if you squint a bit, looks like an Arc<Mutex<HashMap<K, VecDeque<V>>>> . Their most common use is actually to provide fairness and quality-of-service across multiple peers and application protocols (Consensus, State Sync, Shared Mempool). It's like each PeerId x ProtocolId pair gets its own exclusive mini-queue separate from the others. The receiver round-robins across all the mini-queues (to provide fairness) when dequeue'ing. If one peer starts sending our node lots of messages, their queue will fill up, but also leaves the others unaffected.\nThese diem_channels are used in almost all of the edges above. These queues actually drop messages when at capacity, according to an eviction policy.\nMore generally, dropping messages is the other alternative to backpressure: you can't deadlock if you never block! Dropping messages has a price, however: protocols are more difficult to develop since they need to be robust against messages dropping at any time.\nThe Diem Consensus protocol even uses size=1 LIFO message \"slots\" for each peer, since the protocol only cares about the absolute most recent message (when optimized for min latency).\nNote that without backpressure, you don't have an obvious way to tell a peer to \"backoff\" and stop sending you messages when your system is under load. You must provide your own rate limits or ad-hoc protocol backoff messages.\nIt might not surprise you that distributed systems are not simple, and backpressure is not an exception. If there's anything you should take away from this article, it's that simple rules like \"bounded FIFO queues everywhere\" are just heuristics that should be followed with intention and understanding of the tradeoffs involved.\n","id":"https://phlip9.com/notes/distributed systems/the siren song of backpressure/","title":"the siren song of backpressure"},"https://phlip9.com/notes/fuzzing/":{"body":"","id":"https://phlip9.com/notes/fuzzing/","title":"fuzzing"},"https://phlip9.com/notes/fuzzing/bolero - fuzzing + property testing/":{"body":"bolero - fuzzing + property testing\n\nCrate: https://crates.io/crates/bolero\n\nLooks like what we were trying to do at Diem (integrate property testing and fuzzing).\nReplaces proptest.\nHooks into fuzzing engines and supports mutation-based fuzzing.\n\nhttps://camshaft.github.io/bolero/introduction.html\nhttps://camshaft.github.io/bolero/tutorials/fibonacci.html#test-oracle\n","id":"https://phlip9.com/notes/fuzzing/bolero - fuzzing + property testing/","title":"bolero - fuzzing + property testing"},"https://phlip9.com/notes/fuzzing/fuzzcheck-rs/":{"body":"fuzzcheck-rs\n\nCoverage-guided, in-process, structure-aware, mutation-based fuzzing without the intermediate raw bytes serde step.\n\nGithub: https://github.com/loiclec/fuzzcheck-rs\nBook: https://fuzzcheck.neocities.org/\n\npotential improvements\n \n #\n \n\n\n\nfrom a maintainence standpoint, it's a pain to support both proptest and fuzzcheck-rs simultaneously.\n\ncan fuzzcheck-rs completely subsume the use cases where we normally use proptest?\nas normal, I can run cargo fuzzcheck <my-fuzz-test> for continuous fuzzing.\nhowever, I should be able to hit cargo test and all my fuzzers run in a \"simplified\" checking/testing mode where:\n\nthere is a default max duration (5 sec?) / max test cases value (10,000 execs?).\ngenerated corpus values/artifacts aren't saved to disk (unless something fails).\nIF a failing test case is found, either:\n\nimmediately start minifying the test input for some duration (15 sec?).\nprint out a copy-pasteable command the will minify that specific test.\n\n\nIf coverage is too expensive to track during tests, it wouldn't even be that bad to just disable it when cargo test'ing.\n\nin fact, I'm not sure how coverage would work if the tests are run in the same process.\na #[fuzzcheck::test] annotation could mandate tests use something like rusty-fork to fork the test process before running.\n\n\n\n\nOne advantage of proptest is that you can easily generate complex test inputs by composing the generator combinators.\n\nin contrast, it wasn't clear how to build a custom mutator composed of submutators (from my very brief look).\n\n\nBy using the same fuzzers for both continuous fuzzing and unit testing, we prevent fuzzers from going stale or otherwise drifting from the implementation.\n\nThis was a very real problem in a previous project. The continous fuzzers ran out-of-band from the CI-blocking test suite, meaning PRs weren't blocked when they accidentally broke a fuzzer. People often forgot to add a #[test] that ran the fuzz test on a few inputs.\n\n\nPeople seemed to adopt proptest when writing tests, but getting people to write fuzzers was a challenge.\n\n\nis there some way to avoid spamming the #[no_coverage] attribute everywhere?\ncan we simplify the on-boarding process and reduce the amount of #[cfg(fuzzing)] needed?\n\n","id":"https://phlip9.com/notes/fuzzing/fuzzcheck-rs/","title":"fuzzcheck-rs"},"https://phlip9.com/notes/fuzzing/fuzzing/":{"body":"fuzzing\n\n\nRust\n\nbolero - fuzzing + property testing\n\n\n\nFuzzing\n \n #\n \n\n\nA fuzzer can be categorized in several ways:\n\nA fuzzer can be generation-based or mutation-based depending on whether inputs are generated from scratch or by modifying existing inputs.\nA fuzzer can be dumb (unstructured) or smart (structured) depending on whether it is aware of input structure.\nA fuzzer can be white-, grey-, or black-box, depending on whether it is aware of program structure.\n\nLinks\n \n #\n \n\n\nhttps://news.ycombinator.com/item?id=20830846\n\"Generating Software Tests\" (https://www.fuzzingbook.org/) is pretty great (independent of your programming language) - arguably a must read for anyone interested in software testing.\nJohn Regehr (the author of the blog post) has written more great posts:\n\n\nHow to Fuzz an ADT Implementation - https://blog.regehr.org/archives/896\n\n\nBetter Random Testing by Leaving Features Out - https://blog.regehr.org/archives/591\n\n\nTricking a Whitebox Testcase Generator - https://blog.regehr.org/archives/672\n\n\nFuzzers Need Taming - https://blog.regehr.org/archives/925\n\n\nLevels of Fuzzing - https://blog.regehr.org/archives/1039\n\n\nAPI Fuzzing vs. File Fuzzing: A Cautionary Tale - https://blog.regehr.org/archives/1269\n\n\nReducers are Fuzzers - https://blog.regehr.org/archives/1284\n\n\nIn terms of software, DeepState (https://github.com/trailofbits/deepstate) may be a good place to start for C and C++. Relevant links:\n\n\nFuzzing an API with DeepState: https://blog.trailofbits.com/2019/01/22/fuzzing-an-api-with-..., https://blog.trailofbits.com/2019/01/23/fuzzing-an-api-with-...\n\n\nNDSS 18 paper, \"DeepState: Symbolic Unit Testing for C and C++\": https://www.cefns.nau.edu/~adg326/bar18.pdf\n\n\nIn terms of choosing among fuzzing solutions, https://blog.trailofbits.com/2018/10/05/how-to-spot-good-fuz... is also worth a read -- as well as the article it refers to, http://www.pl-enthusiast.net/2018/08/23/evaluating-empirical.... For a broad survey, see \"The Art, Science, and Engineering of Fuzzing\": https://arxiv.org/abs/1812.00140, https://jiliac.com/pdf/fuzzing_survey19.pdf\nMore resources:\n\n\nEffective File Format Fuzzing – Thoughts, Techniques and Results (Black Hat Europe 2016): https://j00ru.vexillium.org/talks/blackhat-eu-effective-file...\n\n\nlibFuzzer – a library for coverage-guided fuzz testing: http://tutorial.libFuzzer.info, http://llvm.org/docs/LibFuzzer.html, https://github.com/ouspg/libfuzzerfication\n\n\nMaterials of \"Modern fuzzing of C/C++ Projects\" workshop: https://github.com/Dor1s/libfuzzer-workshop\n\n\nIntroduction to using libFuzzer with llvm-toolset: https://developers.redhat.com/blog/2019/03/05/introduction-t...\n\n\nFuzzing workflows - a fuzz job from start to finish: https://foxglovesecurity.com/2016/03/15/fuzzing-workflows-a-...\n\n\nMaterials from \"Fuzzing with AFL\" workshop (SteelCon 2017, BSides London and Bristol 2019): https://github.com/ThalesIgnite/afl-training\n\n\nMaking Your Library More Reliable with Fuzzing (C++Now 2018; Marshall Clow): https://www.youtube.com/watch?v=LlLJRHToyUk, https://github.com/boostcon/cppnow_presentations_2018/blob/m...\n\n\nC++ Weekly - Ep 85 - Fuzz Testing - https://www.youtube.com/watch?v=gO0KBoqkOoU\n\n\nThe Art of Fuzzing – Slides and Demos: https://sec-consult.com/en/blog/2017/11/the-art-of-fuzzing-s...\n\n\n","id":"https://phlip9.com/notes/fuzzing/fuzzing/","title":"fuzzing"},"https://phlip9.com/notes/ios/":{"body":"","id":"https://phlip9.com/notes/ios/","title":"ios"},"https://phlip9.com/notes/ios/ios setup/":{"body":"ios setup\n\ninstall Xcode\n \n #\n \n\n\nEither download the app directly from https://developer.apple.com/xcode/download/ or install it from the Mac App Store.\nOnce installed, run\n$ sudo xcode-select \\\n\t--switch /Applications/Xcode.app/Contents/Developer\n$ sudo xcodebuild -runFirstLaunch\n\ninstall CocoaPods\n \n #\n \n\n\nFrom the \"Sudo-less Install\" section: https://guides.cocoapods.org/using/getting-started.html#installation\nEnsure your .bashrc contains something like:\nexport GEM_HOME=$HOME/.local/gem\nGEM_BIN=$GEM_HOME/bin\n\nexport PATH=$PATH:$GEM_BIN\n\nThen install the cocoapods gem:\n# sanity check\n$ gem --version\n3.0.3.1\n\n$ gem install cocoapods\n\n# sanity check\n$ pod --version\n1.11.3\n\nensure the iOS Simulator app works\n \n #\n \n\n\nSearch for \"Simulator\" in Spotlight and then open it. An emulated iPhone should pop up after a minute or so.\nIf the Simulator app isn't there (which it wasn't for me, even after installing Xcode), try opening and running a sample iOS app in Xcode first.\nrunning a flutter app\n \n #\n \n\n\nRun the iPhone simulator or attach a real device. Once hooked up, it should be visible in flutter devices:\n$ flutter devices\n3 connected devices:\n\nPixel 5a (mobile) • android-arm64 • Android 13 (API 33)\niPhone 14 Pro (mobile) • ios • iOS-16-2 (simulator)\nmacOS (desktop) • macos • darwin-arm64 • macOS 13.1 darwin-arm\n\nSince I have multiple devices attached, I'll need to also specify which one to run on:\n$ flutter run -d iPhone\n\n","id":"https://phlip9.com/notes/ios/ios setup/","title":"ios setup"},"https://phlip9.com/notes/keyboards/":{"body":"","id":"https://phlip9.com/notes/keyboards/","title":"keyboards"},"https://phlip9.com/notes/keyboards/moergo glove80/":{"body":"moergo glove80\n\ngetting started\n \n #\n \n\n\n\nmake sure both halves are charged\n\nyou can power on both sides and hit the \"magic\" key to see rgb battery level display\n\n\nhit power button on both halves\nplug in left half to device\n\nupdate keymap/firmware\n \n #\n \n\n\n\nGo to latest layout on: https://my.glove80.com/#/my_layouts/\n\nEx: https://my.glove80.com/#/layout/user/b7530b80-c12e-496f-b7bc-9e2857f705d4\n\n\nAt the bottom, hit \"build firmware\". This will build and then download the latest firmware version to a file like b7530b80-c12e-496f-b7bc-9e2857f705d4_v0.9.9_phlipkey-mk1.uf2\nHit Magic + Esc (or whatever key is 3 up from the left) to enter bootloader mode. The left half should now show mount as a USB drive called GLV80LHBOOT.\nCopy the firmware .uf2 into the drive. You don't need to rename the file or anything. Just copy it over. The drive will automatically unmount and the keyboard will restart.\nUnplug the USB-C cable from the left and plug in to the right.\nHit Magic + ' (or whatever key is 3 up from the right) to get the right half to enter bootloader mode. The right half will now mount as GLV80RHBOOT.\nAgain, just copy the firmware .uf2 onto the drive. It will then auto reboot.\nUnplug the USB-C cable.\n\nbluetooth pairing\n \n #\n \n\n\n\nhit Magic + <purple button> on the left thumb cluster to select an unused bluetooth profile slot.\non the host, go to bluetooth settings and pair with Glove80 Left.\n\nlayout\n \n #\n \n\n\n\n\nprogramming symbol & number layer\n\nswap up/down to match vim jk\n\nhold tab -> ALT TAB?\n\nhard keys to press\n \n #\n \n\n\n\nfar keys on thumb cluster\nanything on f-key row\nleft: +, 1, 4, 5 (fingers don't reach when others on home row)\nright: 6, 7, 0, -\nleft: bottom left corner, right: bottom right corner\n\nhard words\n \n #\n \n\n\n\npeople\nincrease\nhave\nhim\nnumber\nhome\nlook\nturn\nbetween\naround\nsymbol\nanxious\n\nkeyboard magic &behaviors\n \n #\n \n\n\nThese behavior &tag codes are used when configuring specific keys on the keyboard. They determine the behavior of the key when pressed, held, double-tapped, etc...\n&ht_{hp,bl,tp} hold tap\n \n #\n \n\n\nWhen held, trigger one key. When tapped, trigger another. Comes in different \"flavors\" depending on which key should take precedence in different situations.\nSee: https://zmk.dev/docs/behaviors/hold-tap\n&ht_hp LSHIFT F\n\n&mt modifier tap\n \n #\n \n\n\nWhen held, becomes a modifier. When tapped, sends a keypress. This is just &ht_hp with tapping-term-ms of 200.\n&mt LCTRL ESC\n\nlayers\n \n #\n \n\n\nSee: https://zmk.dev/docs/behaviors/layers\n&mo momentary layer\n \n #\n \n\n\nMove to the target layer only while the layer key is pressed.\n&mo LOWER\n\n&lt layer tap\n \n #\n \n\n\nMove to the target layer while held, press another key when tapped.\n&lt LOWER SPACE\n\n&to to layer\n \n #\n \n\n\nEnable layer and disable all other layers while held.\n&to 3\n\n&tog toggle layer\n \n #\n \n\n\nToggle a layer until the key is pressed again.\n&tog MAGIC\n\n","id":"https://phlip9.com/notes/keyboards/moergo glove80/","title":"moergo glove80"},"https://phlip9.com/notes/lang/":{"body":"","id":"https://phlip9.com/notes/lang/","title":"lang"},"https://phlip9.com/notes/lang/ATS/":{"body":"","id":"https://phlip9.com/notes/lang/ATS/","title":"lang/ATS"},"https://phlip9.com/notes/lang/ATS/ATS2 Notes/":{"body":"ATS2 notes\n\nSyntax\n \n #\n \n\n\nabstype \t\t\tdefine an abstract type\nvtypedef\nviewtypedef \t\tdefine a viewtype\ntypedef define binding b/w name and sort (eff. an alias)\nstadef define _static_ binding b/w name and sort\n\nfun foo(..): res = \"#mac\"\n\t\t\t\t\tcompile to C function without name mangling? often\n\t\t\t\t\tseen with `extern` before `fun`. is the `extern`\n\t\t\t\t\tnecessary?\n\nlam (..): res => expr\n\t\t\t\t\tan anonymous lambda function\n\nfix foo(..): res => val\n\t\t\t\t\ta recursive, anonymous function named `foo`\n\n{...} \t\t\t\tuniversal quantification\n[...] \t\t\t\texistential quantification\n(... | ...) \t\t(proof | value)\n@(_, _, ...) \t\tflat tuple\n.<...>. \t\t\ttermination metric\n\n@[T][N] \t\tflat array of N values of type T\n@[T][N]() \t\tarray instance\n@[T][N](x) \t\tarray initialized with N x's\n\nsortdef nat = {a: int | a >= 0}\n\ntype\t\t\t\ta sort for w/ machine word size types (boxed types)\nt@ype \t\t\t\ta sort for unspecified length types (unboxed types)\nviewtype \t\t\ta sort for a linear view + type sort\nviewt@ype a sort for a linear view + unboxed t@ype sort\n\nstaload\n \n #\n \n\n\nStatic load: creates a namespace containing loaded package\nstaload FOO = \"foo.sats\"\n\nval a: $FOO.foo_t = $FOO.A()\n\n(* like `use foo::*;` in rust *)\nstaload = \"foo.sats\"\n\nval a: foo_t = A()\n\n(* only load package; useful for pulling in DATS file containing *)\n(* implementations of forward declared fns/types/etc... *)\nstaload _ = \"bar.dats\"\n\ndynload\n \n #\n \n\n\nTL;DR: if you get a link-time error about some undefined reference to a variable ending in __dynloadflag, you probably need a dynload <pkg>.dats somewhere.\nLibraries\n \n #\n \n\n\n\n$PATSHOME/prelude: prelude library targetting C codegen\n$PATSHOME/libats: libats library targetting C codegen\n\n\nIf a function is implemented as a template, the ATS compiler needs to access the source of the function implementation in order to generate code for each instance call of the function.\n\nThis is why we #include \"share/atspre_staload.hats\", which is basically a list of #staload _ = \"prelude/DATS/<prelude-file>.dats\", pulling in all the template function sources.\nMutual Recursion\n \n #\n \n\n\niseven and isodd are mutually recursive; you need the and keyword before isodd so that it's visible inside isevn\nfun isevn (n: int): bool =\n if n > 0 then isodd (n-1) else true\nand isodd (n: int): bool =\n if n > 0 then isevn (n-1) else false\n\nATS won't be able to tail-call optimize the above as-is. instead you need to replace fun with fxn to indicate that the functions need to be combined. Then ATS will place a copy of isodd inside isevn.\nTail-call Optimization\n \n #\n \n\n\nA classic list_append that is not tail-recursive\nfun {a: t@ype} list_append {m, n: nat} (\n\txs: list(a, m),\n\tys: list(a, n)\n) : list(a, m + n) =\n\tcase+ xs of\n\t| list_nil() => ys\n\t| list_cons(x, xs) => list_cons(x, list_append(xs, ys))\n\nTranslating to a tail-recursive apparently requires \"separating\" the allocation of the new list element from initiailizing it with x and (inductive step).\nfun {a: t@ype} list_append2 {m, n: nat} (\n\txs: list(a, m),\n\tys: list(a, n)\n) : list(a, m+n) =\n\tlet (* tail recursive inner loop *)\n\t\tfun loop {m: nat} (\n\t\t\txs: list(a, m),\n\t\t\tys: list(a, n),\n\t\t\tres: &ptr? >> list(a, m+n)\n\t\t) : void =\n\t\t\tcase+ xs of\n\t\t\t| list_nil() => res := ys\n\t\t\t| list_cons(x, xs1) =>\n\t\t\t\tlet (* allocate a list node with an _uninitialized_ *)\n\t\t\t\t\t(* tail (hole) *)\n\t\t\t\t\tval () = res := list_cons{a}{0}(x, _)\n\t\t\t\t\t(* pattern match on res to grab a handle to the *)\n\t\t\t\t\t(* tail *)\n\t\t\t\t\tval+list_cons(_, res1) = res\n\t\t\t\t\t(* recurse, which places xs1 || ys into res1, *)\n\t\t\t\t\t(* which means res now contains the full xs || ys *)\n\t\t\t\t\tval () = loop(xs1, ys, res1)\n\t\t\t\tin (* folding translates into a no-op at run-time *)\n\t\t\t\t\tfold@(res)\n\t\t\t\tend\n\t\t(* uninitialized result (stack allocated?) *)\n\t\tvar res: ptr\n\t\tval () = loop (xs, ys, res)\n \tin res\n\tend\n\nThis technique is called \"tail-recursion modulo allocation\"\n// TODO: wtf is fold@(_)???\nFunction Types\n \n #\n \n\n\nTwo kinds of functions in ATS (like Rust), env-less and closure functions.\n\nenv-less: like a function ptr; doesn't capture any variables in the scope/environment\nclosure: a function ptr + a captured environment (represented as a tuple of values apparently)\n\nSyntax\n \n #\n \n\n\n\nenv-less:\n+ (int) -<fun1> void\n+ (int) -> void (shorthand)\nclosure:\n+ (int) -<cloref1> void\n+ cfun(int, void) (shorthand) (from libats/ML)\n\nOperators\n \n #\n \n\n\nCan refer to operator function w/o infix via op keyword, e.g., op+(1,2) vs 1 + 2.\nLocal Bindings\n \n #\n \n\n\nLet\n \n #\n \n\n\nIntroduces bindings for use in subsequent bindings and inside the final in .. end expression\nval area =\n let\n val pi = 3.1415\n val radius = 10.0\n in\n pi * radius * radius\n end\n\nWhere\n \n #\n \n\n\nIntroduces bindings inside the expression immediately before where\nval area = pi * radius * radius where {\n val pi = 3.1415\n val radius = 10.0\n}\n\nLocal\n \n #\n \n\n\nForms a sequence of declarations rather than an expression at the end\nlocal\n val pi = 3.1415\n val radius = 10.0\nin\n (* visible in the containing scope *)\n val area = pi * radius * radius\nend\n\nOn Types\n \n #\n \n\n\n\nRather than viewing a type as the set of values it classifies, consider a type as a set of static, semantics meanings.\nan expression that can be assigned type T has the set of semantics implied by that type.\nan expression is \"well-typed\" if there exists a type T that can be assigned to the expression\nIn other words, there can be many types and many different and possibly disjoint static semantics assignable to an expression.\nIn this way, choosing a type for an expression is a statement of which static semantics are important or useful in the current context.\n\nProperty (Preservation): Consider an expression expr0 which can be assigned type T. If expr1 := eval(expr0), then expr1 can also be assigned type T. In other words, static type meaning is preserved under evaluation.\nProperty (Progress): Evaluation of an expression always \"makes progress\" towards a value. In other words, calling eval on an expression (and then on the result and so on) should eventually become a value.\nI Imagine progress is necessary for the compiler to prove that certain inductive types or recursive functions terminate or become structurally simpler with every inductive step.\nTuples\n \n #\n \n\n\n(* unboxed, flat tuple *)\nval xy = (123, \"abc\")\nval x = xy.0 and y = xy.1\n\n(* boxed tuple (ptr sized) *)\nval zw = '( -1.0, \"foo\")\nval z = zw.0 and w = zw.1\n\nNote that the space b/w '( and -1.0 is required for boxed tuples. Tuples are also sometimes written with @ in front like @(\"foo\", 123)\nRecords\n \n #\n \n\n\n(* unboxed record *)\ntypedef point2D = @{\n x = double,\n y = double\n}\n\nval origin = @{ x = 0.0, y = 0.0 } : point2D\n\nval x = origin.x and y = origin.y\n\nval @{ x = x, y = y } = origin\n\nval @{ y = y, ... } = origin\n\n(* boxed record *)\ntypedef point2D = '{\n x = double,\n y = double\n}\n\nSequence Expressions\n \n #\n \n\n\n(\n print 'Hi'; (* return value must be void *)\n 123 + 456 (* result of expression is result of whole block *)\n) (* has type int *)\n\n(* can also use begin .. end *)\nbegin\n print 'Hi';\n 123 + 456\nend\n\n(* or let .. in .. end *)\nlet\n val () = print 'Hi'\n val () = print 'asdf'\nin\n 123 + 456\nend\n\nDatatypes\n \n #\n \n\n\ndatatypes == garbage collectable objects?\nseem to be auto boxed\nTemplates\n \n #\n \n\n\ntemplates are bound via first-find rather than best-find\nTermination Metric\n \n #\n \n\n\n.<expr>. in function signature tells that compiler that expr must be strictly decreasing on each function call\nCase Expressions\n \n #\n \n\n\nTL;DR: prefer case+ and val+ in almost all cases to mandate exhaustive pattern matches everywhere.\ndataviewtype int_list_vt =\n | nil_vt of ()\n | cons_vt of (int, int_list_vt)\n\n// xs: int_list_vt\n// ~ is for freeing linear int_list_vt resource\ncase xs of\n | ~nil_vt() => ..\n | ~cons_vt(_, xs) => ..\n\n// just plain `case` with non-exhaustive pattern\n// ==> WARNING: pattern match is non-exhaustive\ncase xs of\n | ~nil_vt() => ..\n\n// `case+` with non-exhaustive pattern\n// ==> ERROR: pattern match is non-exhaustive\ncase+ xs of\n | ~nil_vt() => ..\n\n// `case-` with non-exhaustive pattern means:\n// \"ignore this problem compiler, I know what I'm doing : )\"\ncase- xs of\n | ~nil_vt() => ..\n\n// you can also add pattern guard conditions\ncase xs of\n | ~cons_vt(x, xs) when x < 10 => ..\n\nOne detail to note is that while matching happens sequentially at runtime, typechecking of case clauses actually happens non-deterministically.\nYou can force a pattern to typecheck sequentially by using =>>. For example, this won't typecheck w/o using =>>:\nfun {T, U: t@ype} {V: t@ype}\nlist_zipwith {n: nat} (\n xs1: list (T, n),\n xs2: list (U, n),\n f: (T, U) -<cloref1> V\n) : list (V, n) =\n case+ (xs1, xs2) of\n | (list_cons (x1, xs1), list_cons (x2, xs2)) =>\n list_cons (f (x1, x2), list_zipwith (xs1, xs2, f))\n | (_, _) =>> list_nil ()\n\nMutate In-place (fold@)\n \n #\n \n\n\nLet's say we're matching on a linear list list_vt and want to modify the entry in-place. We don't to be free'ing and alloc'ing garbage cons nodes just to change the entry.\n(ERROR) For example, we might try to do this first:\nfun list_vt_add1 {n: nat} (xs: !list_vt(int, n)): void =\n\tcase+ xs of\n\t| cons_vt(x, xs1) =>\n\t\tlet\n\t\t // ERROR: an l-value is required\n\t\t val () = x := x + 1\n\t\tin\n\t\t // ..\n\t\tend\n\t| nil_vt() => // ..\n\nSince x and xs1 are only treadted as values when we use a plain pattern (i.e., not an l-value) and are not allowed to be modified into other values or types.\n(CORRECT) Instead, the right syntax here looks like this:\nfun list_vt_add1 {n: nat} (xs: !list_vt(int, n)): void =\n\tcase+ xs of\n// .----- this is important\n// v\n\t| @cons_vt(x, xs1) =>\n\t\tlet\n\t\t // CORRECT\n\t\t val () = x := x + 1\n\t\t prval () = fold@(xs) // <--- this is important\n\t\tin\n\t\t // ..\n\t\tend\n\t| nil_vt() => // ..\n\nThe @ in the pattern unfolds the dataviewtype variant, which binds x and xs1 to pointers to each field. This @ binding also implicitly view-changes xs to viewtype list_vt_cons_unfold(l_0, l_1, l_2). These *_unfold(l_0, ..) viewtype definitions an autogenerated for all dataviewtype variants, where l_0 points to the outer dataviewtype and l_i points to field_i, where field_1 is the first field.\nAfter modifying x in the above let-block, notice that we also need this fold@(xs) proof statement. This built-in proof function \"folds\" the xs: list_vt_cons_unfold(l_0, l_1, l_2) back into a list_vt.\nVal Expressions\n \n #\n \n\n\nJust like case/case+/case-, you can pattern match in val expressions with exhaustiveness or not.\n// ==> WARNING: non-exhaustive\nval ~cons_vt(x, xs1) = xs\n\n// ==> ERROR: non-exhaustive\nval+~const_vt(x, xs1) = xs\n\n// silent : )\nval-~cons_vt(x, xs1) = xs\n\nTemplates\n \n #\n \n\n\ntemplates are monomorphized at compile time\nfun {a,b: t@ype} swap(xy: (a, b)): (b, a) =\n (xy.1, xy.0)\n\nNote: the template parameters come before the function name\n{a,b: t@ype} are the template parameters\nt@ype: a sort for static terms representing size-unspecified (== unsized?) types\ntype: machine word-sized types (usually boxed types)\nPolymorphic Functions/Datatypes\n \n #\n \n\n\npolymorphic functions/datatypes allow for dynamic dispatch. obv. polymorphic functions/datatypes are not monomorphized.\nfun swap_boxed {T: type}{U: type} (xy: (T, U)): (U, T) =\n\t(xy.1, xy.0)\n\nNote: the polymorphic parameters come after the function name\nNote: if we used t@ype here, we would get a C compiler error (not a typechecking error!) since the arguments have unspecified size.\nReferences\n \n #\n \n\n\nreferences in ATS are just heap allocated boxed values. they're really only useful in GC'd programs or as top-level program state since you need to manually free them (no linearity assistance).\nthe key interface is\nval int_ref = ref<int>(123)\nval () = !int_ref := 69\nval () = println!(\"int_ref = \", !int_ref)\n// > int_ref = 69\n\nArrays\n \n #\n \n\n\nThere are a few \"variants\" of arrays\n\narray: (TODO) static stack allocated array?\narray_v: (TODO) array view?\narrayptr: (TODO): linear?\narrayref: GC'd array reference (w/o size attached)\narrayszref: GC'd array reference (with size attached, like a fat pointer)\n\nusage:\nval size = g0int2uint_int_size(10)\nval xs = arrszref_make_elt(size, 42069)\nval x_3 = xs[3]\nval () = xs[4] := 123\n\n\n\nMatrices\n \n #\n \n\n\nNote: row-major layout! (rather than column-major like C)\n\nmatrixptr\nmatrixref\nmtrxszref\n\npostfix sz\n#define sz(x) g0int2uint_int_size(x)\n\nval X = mtrxszref_make_elt(10sz (*nrow*), 5sz (*ncol*), 0 (*fill*))\nval X_ij = X[i,j]\nval () = X[i,j] := 123\n\nAbstract Types\n \n #\n \n\n\nTypes w/ encapsulation, i.e., structure is not visible to the user\nabstype: boxed abstract type (pointer-sized)\n// declares abstract boxed intset type of size ptr\nabstype intset = ptr\n\nabst@ype: unboxed abstract type\n// declares abstract unboxed rational type of size 2*sizeof(int)\nabst@ype rational = (int, int)\n\nUse assume to \"concretize\" the abstract type. This can happen at-most-once, globally.\nassume my_abstract_type = my_concrete_type\nTheorem Proving\n \n #\n \n\n\n\nATS/LF component supports interactive theorem proving\n\nprop: a builtin sort representing all proof types\ndataprop: a prop type declared in a manner similar to datatype defs.\nA dataprop representing the fibonnacci relation fib(n) = r\ndataprop FIB(int, int) =\n | FIB0(0, 0) of ()\n | FIB1(1, 1) of ()\n | {n: nat} {r0, r1: int} FIB2(n+2, r0+r1) of (FIB(n, r0), FIB(n+1, r1))\n\nThe sort assigned to FIB is (int, int) -> prop, i.e., FIB takes two ints and returns a proof. FIB0 and FIB1 constructors both take () and return a proof.\nA dataprop for multiplication:\n// int * int = int\ndataprop MUL(int, int, int) =\n // 0 * n = 0\n | {n: int} MULbase(0, n, 0) of ()\n // (m+1) * n = m*n + n\n | {m: nat}{n: int}{p: int} MULind(m+1, n, p+n) of MUL(m, n, p)\n // (-m) * n = -(m * n)\n | {m: pos}{n: int}{p: int} MULneg(~(m), n, ~(p)) of MUL(m, n, p)\n\nTo prove this relation, we want to construct values of MUL for each parameter. The most common way to do this is to construct a total function over all parameters:\n// ∀ m ∈ ℕ, n ∈ ℤ, ∃ p ∈ ℤ : m * n = p\nprfun mul_nat_is_total {m: nat; n: int} .<m>. (): [p: int] MUL(m, n, p) =\n sif m == 0 then\n MULbas()\n else\n MULind(mul_nat_is_total{m-1, n}())\n\n// ∀ m, n ∈ ℤ, ∃ p ∈ ℤ : m * n = p\nprfn mul_is_total {m, n: int} (): [p: int] MUL(m, n, p) =\n sif m >= 0 then\n mul_nat_is_total{m, n}()\n else\n MULneg(mul_nat_is_total{~m, n}())\n\nNote: the second proof function uses prfn rather than prfun for a specific reason: prfuns define recursive proof functions and thus require a termination metric. prfns must be non-recursive and therefore don't need a termination metric.\ndatasort: like a datatype but static. doesn't support any dependent type stuff i think. you must also use scase instead of case to match on datasorts.\nQ: what is the difference b/w a dataprop and a datasort??\nViews\n \n #\n \n\n\nA view is a linear prop (linear as in must consume exactly once). views power ATS's pointer ownership checking.\nFor example, an owned pointer with a view to an a at location l looks like\n{a: t@ype} {l: addr} (pf: a @ l | p: ptr l)\n\nor a maybe uninitialized a\n(pf: a? @ l | p: ptr l)\nWhile managing these linear views can be done by threading the proofs through the in-params and out-params of each function, ATS provides a convenient syntactic sugar for modifying the view in-place. Consider the ptr_set function:\nfun {a: t@ype} ptr_set {l: addr} (\n pf: !a? @ l >> a @ l\n| p: ptr l,\n x: a\n): void\n\nWe can read the pf as \"the function takes a proof of a maybe-uninit a at location l and will modify this proof (in the caller's context) to a definitely-init a at location l\".\nIn general, the format looks like !V >> V' to mean that the function changes the view V to V' upon its return. If V = V', then you can just write !V or !V >> _ (TODO: what does this mean? does typechecker fill the hole?).\nManipulating Pointers\n \n #\n \n\n\nManually pass the proof in and out:\n// (pf: a @ l | p: ptr l)\nval x = ptr_get<int>(pf | p)\nval () = ptr_set<int>(pf | p, 123)\n\nOr use the pointer syntax:\n// these modify pf in-place\nval x = !p\nval () = !p := 123\n\nViewtypes\n \n #\n \n\n\nviewtypes are linear types in ATS. The name view + type suggests that a viewtype consists of a linear view V and type T. Usually we refer to viewtypes by their definition VT but you can actually split viewtypes into their component view V and type T (via pattern matching.)\n\n\nThis interpretation of a VT as a (V | T) could be thought of as encumbering a concrete, runtime value of type T with a linear tag V (which can also assert other properties ofc).\n\n\nGiven the viewtype VT we can compactly refer to the type portion by the syntax VT?!\n\n\nviewtype and viewt@ype are two sorts with the type portion in sorts type and t@ype resp.\n\n\nhttp://blog.vmchale.com/article/ats-linear\nhttps://bluishcoder.co.nz/2011/04/25/sharing-linear-resources-in-ats.html\nL-Values and Call-by-Reference\n \n #\n \n\n\n\nAn l-value is a pointer and linear at-view proof / \"value + address\"\nLike C/C++, l-values can appear on the left-hand side of assignments\nSimplest l-value is !p where p is a ptr l. the typechecker must also find an at-view proof a @ l somewhere in the context.\nNormally, ATS uses call-by-value; however, you can pass l-values by reference. When this happens, the address (and not the value) is passed.\nFunction can take reference with & like fun foo(x: &a). Note that you don't use ! to deref or assign, just the plain x.\n\nStack-Allocated Variables\n \n #\n \n\n\n\nUse var x: T to declare uninit stack variable or var y: T = val to init with val.\nUse view@(x) to get the view-type at the location inside x\nUse addr@(x) to get the location that x points to.\nInterestingly, you can see the the uninit decl. actually has type view@(x) = T? @ x while the init decl. has type view@(y) = T @ x\nvar z: int with pfz = 69 will bind pfz = view@(z) for you\nATS ensures there are no dangling or escaped stack pointers by requiring that the linear at-view proof must be present in the context when the function returns.\nCan also stack allocate flat arrays in the obvious way\n\nvar A = @[double][10]()\t\t\t\t// uninit stack array\nvar B = @[double][10](42.0)\t\t\t// size=10 stack array init w/ 42.0\nvar C = @[double](1.0, 2.0, 3.0) // size=3 init w/ (1.0, ..)\n\n\nCan also stack allocate closures via lam@ (non-rec) and fix@ (rec)\n\nvar x: int = 123\nvar y: int = 69\n\nvar mul = lam@ (): int => x * y\n\nVariance (Rust)\n \n #\n \n\n\nThe variance property of a generic type is relative to its generic arguments. For example, a generic type F has variance relative to its generic parameters (say F<T>, so F has variance relative to T). Variance tells us how/how not e.g. traits impls \"pass through\" the inner parameter type T to/from the outer generic type F.\nsubtype: T: U, T is \"at least as useful as\" U. For example, 'static: 'a since you can use static lifetimes anywhere some stricter lifetime 'a is needed.\nThere are three cases for variance: covariant, contravariant, and invariant.\n\n\ncovariant:\nhave fn foo(&'a str), can call foo(&'static str). we can provide foo with a stronger type than it requires.\nin this case, F<_> = &'_ str.\n\n\ncontravariant:\nhave fn foo(Fn(&'a str) -> ()), can't provide foo(fn(&'static str) {}). need to provide foo with a weaker type than it expects.\n\n\ninvariant:\nno additional subtyping relation can be derived\n\n\nVariance (ATS)\n \n #\n \n\n\nYou can express covariance and contravariance (I believe?) in some parameter by adding a + or - to certain keyword types or something\nConfirmed this is true for view+ and prop+ for covariance. Just guessing on the rest.\nprop+ prop-\nview+ view-\n\ntype+ type-\ntbox+ tbox-\ntflt+ tflt-\n\ntypes+ types-\n\nvtype+ vtype-\nvtbox+ vtbox-\nvtflt+ vtflt-\n\nt0ype+ t0ype-\nvt0ype+ vt0ype-\n\nviewtype+ viewtype-\nviewt0ype+ viewt0ype-\n\nopt\n \n #\n \n\n\nThere's a type constructor opt(T, B) where T is a type and B is a bool. If B = true then opt(T, B) is T and T? if B = false.\nllam (..) => .. appears to be a linear lambda closure?\n(..) -<lin,prf> .. appears to be type of linear, prfun closure?\n","id":"https://phlip9.com/notes/lang/ATS/ATS2 Notes/","title":"ATS2 Notes"},"https://phlip9.com/notes/lang/ATS/Install ATS2/":{"body":"install ATS2\n\n$ git clone --depth=1 git@github.com:githwxi/ATS-Anairiats.git ats1\n$ git clone git@github.com:githwxi/ATS-Postiats.git ats2\n$ git clone git@github.com:githwxi/ATS-Postiats-contrib.git ats2-contrib\n\n$ sudo apt install build-essential automake-1.15 jgawk libgmp-dev libgc-dev libjson-c-dev\n\n$ echo \"export PATSHOME=\\$HOME/dev/ats2\" >> ~/.bashrc\n$ echo \"export PATSCONTRIB=\\$HOME/dev/ats2-contrib\" >> ~/.bashrc\n$ echo \"export PATH=\\$PATH:\\$PATSHOME/bin\" >> ~/.bashrc\n\n$ cd ats1\n$ mkdir bootstrap1\n$ ./configure && make all\n\n$ cd ../ats2\n$ make -f Makefile_devl all\n\nMake ctags in ATS src\n$ cd ~/dev/ats2\n$ ctags \\\n --languages=ATS \\\n --exclude=\"*atscc2*\" \\\n --exclude=\"doc*\" \\\n --exclude=\"npm-utils*\" \\\n --exclude=\"*CODEGEN*\" \\\n --exclude=\"*DOCUGEN*\" \\\n --exclude=\"*TEST*\"\n\n","id":"https://phlip9.com/notes/lang/ATS/Install ATS2/","title":"Install ATS2"},"https://phlip9.com/notes/lang/flutter/":{"body":"","id":"https://phlip9.com/notes/lang/flutter/","title":"lang/flutter"},"https://phlip9.com/notes/lang/flutter/dart lang/":{"body":"dart lang\n\nvariables\n \n #\n \n\n\nmutable\n \n #\n \n\n\nvar name = 'Bob';\nObject name = 'Bob';\nString name = 'Bob';\nvar name = const 'Bob';\nname = 'Alice';\n\nimmutable\n \n #\n \n\n\nfinal name = 'Bob';\nfinal String name = 'Bob';\nname = 'Alice'; // << compile error: final var can only be set once\nfinal String name = const 'Bob';\n\ncomptime\n \n #\n \n\n\nconst bar = 1000000;\nconst double atm = 1.01325 * bar;\nconst p1 = [bar, atm];\nconst p2 = const [bar, atm]; // << style: const-value is redundant\n\n\nIf you enable null safety, then you must initialize the values of non-nullable variables before you use them.\n\nThe compiler can sometimes determine a lazy-init val is not null before use:\nint foo;\nif (isFooable) {\n\tfoo = 123;\n} else {\n\tfoo = 0;\n}\n\nprint(foo);\n\nlate init\n \n #\n \n\n\nUse the late modifier if dart can't prove non-null-before-use. You will get a runtime panic if it's null on use:\nlate String desc;\n\nvoid main() {\n\tdesc = 'hello';\n\tprint(desc);\n}\n\nlazy init\n \n #\n \n\n\nYou can also use late for lazy-init:\n// only computed on first use\nlate String expensiveValue = computeExpensive();\n\nbuilt-in types\n \n #\n \n\n\nnumbers (num, int, double)\n \n #\n \n\n\n\nclass num\n(native) int := i64\n(native) double := double\nboth int extends num and double extends num\n\nstrings (String)\n \n #\n \n\n\nString is a sequence of UTF-16 code points. You can use either '' or \"\" to create a string:\nvar s1 = 'hello';\nvar s2 = \"world\";\n\nDart also supports string interpolation:\nvar inner = \"world\";\nvar s1 = \"hello $inner\";\nvar s2 = \"HELLO ${inner.toUpperCase()}\";\n\nlists (List<T>)\n \n #\n \n\n\nList<int> list = [1, 2, 3];\nassert(list.length == 3);\nassert(list[1] == 2);\n\nvar list = const [1, 2, 3];\nlist[1] = 1; // << error\n\nspread operator\n \n #\n \n\n\n\nspread operator ...\nnull-aware spread operator ...?\n\nvar xs = [1, 2, 3];\nvar ys = [0, ...xs];\nassert(ys == [0, 1, 2, 3]);\n\nvar zs = null;\nvar ws = [0, ...?zs];\nassert(ws == [0]);\n\ncollection control flow operators\n \n #\n \n\n\nvar nav = [\"Home\", \"Furniture\", \"Plants\", if (promo) \"Outlet\"];\nvar ints = [1, 2, 3];\nvar strs = [\"#0\", for (var i in ints) \"#$i\"];\nassert(strs == [\"#0\", \"#1\", \"#2\", \"#3\"]);\n\nsets (Set<T>)\n \n #\n \n\n\nvar halogens = {\"F\", \"Cl\", \"Br\", \"I\", \"At\"};\nvar names = <String>{};\nSet<String> names = {};\nnames.add(\"Alice\");\nnames.addAll({\"Bob\", \"Charlie\"});\n\nmaps (Map<K, V>)\n \n #\n \n\n\nvar halogens = {\n\t9: \"F\",\n\t17: \"Cl\",\n};\n\nassert(halogens.length == 2);\nassert(halogens[9] == \"F\");\nassert(halogens[2] == null);\n\nsymbols (Symbol)\n \n #\n \n\n\n\nRepresents an operator or identifier in a dart program.\n\n#radix\n#bar\n\nexample using Function.apply:\nabstract class Function {\n\texternal static apply(\n\t\tFunction function,\n\t\tList<dynamic>? positionalArguments,\n\t\t[Map<Symbol, dynamic>? namedArguments],\n\t);\n}\n\nvoid printWineDetails(int vintage, {String? country, String? name}) {\n print('Name: $name, Country: $country, Vintage: $vintage');\n}\n\nFunction.apply(printWineDetails, [2018], {#country: \"USA\", #name: \"Casocco\"});\n\nfunctions (Function)\n \n #\n \n\n\nDart functions are first-class objects and can be assigned to variables and passed as arguments.\nbool isNoble(int n) {\n\treturn _nobleGases[n] != null;\n}\n\n// can omit type annotations...\nisNoble(n) {\n\treturn _nobleGases[n] != null;\n}\n\n// single-expressions shorthand syntax\nbool isNoble(int n) => _nobleGases[n] != null;\n\nparameters\n \n #\n \n\n\n\nFunctions can have required positional parameters, followed by named parameters xor optional positional parameters.\n\nnamed parameters\n \n #\n \n\n\n\nNamed params are null by default (hence the bool? for each param in this example):\n\nvoid enableFlags({bool? bold, bool? hidden}) { /* .. */ }\n\nenableFlags(bold: true, hidden: false);\n\n\nYou can specify default values:\n\nvoid enableFlags({bool bold = false, bool hidden = false}) { /* .. */ }\n\nenableFlags(hidden: true); // bold = false\n\n\nYou can use the required keyword to make a named param non-optional:\n\nconst Scrollbar({super.key, required Widget child});\n\noptional positional parameters\n \n #\n \n\n\nvoid say(String from, String msg, [String? device]) {\n final tail = (device != null) ? \"on their $device\" : \"\";\n print(\"$from says $msg$tail\");\n}\n\nvoid main() {\n say(\"Bob\", \"hello\");\n say(\"Alice\", \"goodbye\", \"Android\");\n}\n\nmain\n \n #\n \n\n\nvoid main() {}\nvoid main(List<String> arguments) {}\n\n\nYou can use the args package for arg parsing.\n\nclosures\n \n #\n \n\n\nsyntax:\n([[Type] param1[, ...]]) { codeBlock; }\n([[Type] param1[, ...]]) => expression;\n\nconst printer = (val) { print(\"this is $val\"); };\n\n[\"bob\", \"Alice\"]\n\t.map((name) => name.toUpperCase())\n\t.forEach((name) => print(\"big name: $name\"));\n\nFunction makeAdder(int addend) => (int i) => i + addend;\n\noperators\n \n #\n \n\n\n(only highlighting interesting or non-standard operators)\n\n~/ integer division, e.g., 5 ~/ 2 == 2.\nx is T is true if value x impls T. x is Object? is always true.\nx is! T == !(x is T)\nx ??= value assigns value iff x is null.\n\nints are always signed, so shifts are sign-extended as well. To do a bit-wise unsigned right shift, use >>>.\n\nexpr1 ?? expr2 returns expr1 if it's non-null, otherwise expr2.\n\ncascade notation lets you make a sequence of operations on one object:\nvar paint = Paint()\n ..color = Colors.black\n ..strokeCap = StrokeCap.round\n ..strokeWidth = 5.0;\n\n// if the object is possibly null, then use `?..` for the first operation\nquerySelector(\"#confirm\")\n ?..text = \"Confirm\"\n ..classes.add(\"important\")\n ..onClick.listen((e) => window.alert(\"Confirmed\"))\n ..scrollIntoView();\n\nother maybe-null operators\nxs?[1] == xs.map(|xs| xs[1])\npaint?.color == paint.map(|p| p.color)\npaint! == paint.unwrap()\npaint!.color == paint.unwrap().color\n\nyou can override operators on classes\nclass Vec3d {\n final double x, y, z;\n\n const Vec3d(this.x, this.y, this.z);\n\n Vec3d operator +(Vec3d v) => Vec3d(x + v.x, y + v.y, z + v.z);\n}\n\ncontrol flow\n \n #\n \n\n\nfor (var i = 0; i < 10; i++) { /* .. */ }\nfor (final cb in callbacks) { /* .. */ }\ncallbacks.forEach((cb) => /* .. */);\nwhile (foo) { /* .. */}\n\n\nsupports c-style switch-case blocks...\n\nAll of Dart’s exceptions are unchecked exceptions. Methods don’t declare which exceptions they might throw, and you aren’t required to catch any exceptions.\ntry {\n breedMoreLlamas();\n} on OutOfLlamasException {\n // A specific exception\n buyMoreLlamas();\n} on Exception catch (err) {\n // Anything else that is an exception\n print('Unknown exception: $err');\n} catch (err, backtrace) {\n // No specified type, handles all\n print('unknown error:\\n$err\\ntrace:\\n$backtrace');\n rethrow;\n} finally {\n cleanup();\n}\n\nclasses\n \n #\n \n\n\nThe root of the Dart object hierarchy is Object? := { null U Object }:\n\t\t\t\tObject?\n\t\t\t\t| |\n\t\t\t null Object\n\t\t\t / / \\ \\\n\t\t\t <normal classes>\n\nClasses have one superclass (by extends) and zero or more mixin interfaces.\nconstructors\n \n #\n \n\n\nimport \"dart:math\";\n\nclass Point {\n final double x;\n final double y;\n final double z;\n\n // initializing with \"formal\" parameters\n const Point({required this.x, required this.y, this.z = 0.0});\n\n // initializing with C++-style initializer list\n Point.fromPolar({required double r, required double theta})\n : x = r * cos(theta),\n y = r * sin(theta),\n z = 0.0;\n\n // can also redirect to another constructor\n Point.fromPolar2({required double r, required double theta})\n : this(x: r * cos(theta), y: r * sin(theta));\n\n\n // if you need to do some work before construction, use `factory`.\n // this also works for objects retrieved from e.g. an internal cache.\n factory Point.fromPolar3d({\n required double r,\n required double theta,\n required double phi,\n }) {\n final rSinPhi = r * sin(phi);\n final x = rSinPhi * cos(theta);\n final y = rSinPhi * sin(theta);\n final z = r * cos(phi);\n return Point(x: x, y: y, z: z);\n }\n\n @override\n String toString() => \"{ $x, $y, $z }\";\n}\n\nprint(Point(x: 1, y: 2)); // { 1.0, 2.0, 0.0 }\nprint(Point(x: 1, y: 2, z: 3)); // { 1.0, 2.0, 3.0 }\nprint(Point.fromPolar(r: 3.0, theta: 0.25 * pi)); // { 2.121, 2.121, 0.0 }\nprint(Point.fromPolar3d( // { 0.812, 0.812, 2.772 }\n r: 3.0,\n theta: 0.25 * pi,\n phi: 0.125 * pi,\n));\n\ngetters and setters\n \n #\n \n\n\nclass Point {\n const Point(this.x, this.y, this.x);\n final double x, y, z;\n\n double get length => sqrt(x * x + y * y + z * z);\n set length(double newLen) {\n final mult = newLen / length;\n x *= mult;\n y *= mult;\n z *= mult;\n }\n}\n\nbool approxEq(double x, double y) => abs(x - y) <= 1e-10;\n\nfinal point = Point(0, sqrt(2)/2, sqrt(2)/2);\nassert(approxEq(1.0, point.length));\n\nimplicit interfaces\n \n #\n \n\n\nAll classes define an implicit interface containing all its instance members and implemented interfaces.\n// A person. The implicit interface contains greet().\nclass Person {\n // In the interface, but visible only in this library.\n final String _name;\n\n // Not in the interface, since this is a constructor.\n Person(this._name);\n\n // In the interface.\n String greet(String who) => 'Hello, $who. I am $_name.';\n}\n\n// An implementation of the Person interface.\nclass Impostor implements Person {\n String get _name => '';\n\n String greet(String who) => 'Hi $who. Do you know who I am?';\n}\n\nextension methods\n \n #\n \n\n\n\nextension methods == point-free function -> dot method\n\nExtension methods are pure syntactic sugar. They let us define faux-methods on a type (using dot notation) when we would otherwise be restricted to a static point-free function. In the following example, we can use extension methods to make parseInt(\"123\") into a faux-method on String, like \"123\".parseInt().\n// point free version\nint parseInt(String s) => int.parse(s);\n\n// a named extension on String\nextension NumberParsing on String {\n int parseInt() => int.parse(this);\n}\n\n// an unnamed, module-local extension\nextension on String {\n int parseInt() => int.parse(this);\n}\n\nassert(int.parse(\"123\") == 123);\nassert(parseInt(\"123\") == 123);\nassert(\"123\".parseInt() == 123);\n\nYou can't invoke extension methods on values with type dynamic.\nIf two modules provide two extension methods of the same name on the same type, you will need to either (1) hide the extension for one of the modules or (2) namespace one of the modules with as.\nimport \"string_apis.dart\"; // defs String.parseInt() extension\nimport \"string_apis_2.dart\" hide NumberParsing2; // need to hide the second ext\n\n\"42\".parseInt();\n\nimport \"string_apis.dart\"; // defs NumberParsing ext\nimport \"string_apis_3.dart\" as foo; // defs NumberParsing ext\n\n\"42\".parseInt(); // << ERROR\nNumberParsing(\"42\").parseInt();\nfoo.NumberParsing(\"42\").parseInt();\n\nenums\n \n #\n \n\n\nDart has basic C-style enums, like:\nenum Color { red, green, blue }\n\nThere's also \"enhanced enums\" which are NOT like real discriminated unions. This feature just allows enums to have methods and a fixed set of fields shared across all variants.\nUpdate(2023/07/14): dart 3 now includes sealed and final classes, plus exhaustive pattern matching. These two features let us mostly emulate real discriminated unions. For example, consider an enum like Rust's Result<T, E>:\npub enum Result<T, E> {\n Ok(T),\n Err(E),\n}\n\nWe can now mostly emulate this in dart 3:\nsealed class Result<T, E> {\n const Result();\n\n T? get ok;\n E? get err;\n}\n\nfinal class Ok<T, E>(this.ok) extends Result<T, E> {\n const Ok(this.ok);\n\n @override\n final T ok;\n @override\n E? get err => null;\n}\n\nfinal class Err<T, E>(this.ok) extends Result<T, E> {\n const Err(this.err);\n\n @override\n final E err;\n @override\n T? get ok => null;\n}\n\nUsing it isn't too bad with exhaustive pattern matching:\nfinal Result<int, String> result = Ok(123);\n\n// using switch-expressions:\n\nfinal bool isOk123 = switch (result) {\n Ok(:final ok) => ok == 123,\n Err() => false,\n};\n\nassert(isOk123);\n\n// or switch-statements:\n\nfinal int value;\nswitch (result) {\n case Ok(:final ok):\n value = ok;\n case Err(:final err):\n print(\"Error: $err\");\n return;\n}\n\nprint(\"value = $value\");\n// value = 123\n\nmixins\n \n #\n \n\n\n\nmixins are like abstract classes that can neither be extended nor constructed.\n\n(philip): looking through dart-lang std, it appears that mixins are almost never used? even interface-only cases, like Comparable<T>, are just abstract classes. consumers provide the interface by e.g. class X implements Comparable<X>.\n(philip): more std: main use case in std seems to be type-specialization? like \"implement List<int> more efficiently for Uint8List\".\nenum Ordering { less, equal, greater }\n\nmixin PartialOrd<T> {\n Ordering? partialCmp(T other);\n}\n\nmixin Ord<T> on PartialOrd<T> {\n Ordering cmp(T other);\n}\n\nclass BigInt with PartialOrd<BigInt>, Ord<BigInt> {\n final List<int> limbs;\n\n const BigInt() : this.limbs = const [];\n\n @override\n Ordering? partialCmp(BigInt other) => cmp(other);\n\n @override\n Ordering cmp(BigInt other) {\n final lenThis = this.limbs.length;\n final lenOther = other.limbs.length;\n\n if (lenThis < lenOther) {\n return Ordering.less;\n } else if (lenThis > lenOther) {\n return Ordering.greater;\n } else {\n\t for (var i = lenThis - 1; i >= 0; i--) {\n final limbThis = this.limbs[i];\n final limbOther = other.limbs[i];\n\n if (limbThis < limbOther) {\n return Ordering.less;\n } else if (limbThis > limbOther) {\n return Ordering.greater;\n }\n }\n\n return Ordering.equal;\n }\n }\n}\n\nlibraries\n \n #\n \n\n\n// dart-core packages are prefixed with \"dart:\"\n// like: `use std::collect::*;`\nimport \"dart:collection\";\n// external packages are prefixed with \"package:\"\n// like: `use serde::de::*;`\nimport \"package:lib1/lib1.dart\";\n\n// namespace import\n// like: `use std::collection as std_collection;`\nimport \"dart:collection\" as stdCollection;\n\n// only import parts of library\n// like: `use std::collection::{VecDeque, BTreeMap};`\nimport \"dart:collection\" show Queue, Set;\n\n// import all but hide some things\nimport \"dart::collection\" hide Queue, Set;\n\nasync/await\n \n #\n \n\n\nFuture<String> lookup() async => \"123\";\nFuture<String> lookup() async => await http.fetch(\"google.com\");\n\nDart uses a single-threaded async runtime, though you can spawn background workers with no shared state that communicate solely through message passing.\nenable the unawaited_futures lint\n \n #\n \n\n\nIn stock dart, you can call async methods without awaiting them, which is super suprising to me. Enabling the unawaited_futures lint will tell the compiler to yell at you if you accidentally call an async method without awaiting it. This is like the #[must_use] attribute in Rust but only for dart's Futures.\nBe sure to enable this lint early on in a project, since a lot of standard flutter code likes to play fast and loose with ignoring futures.\nNote that there are some occasions where you want to call an async function but not await the returned future, like Navigator.push(), which actually returns a Future<T?> for the value the new route eventually yields when it Navigator.pop()s. In this particular case, the method synchronously pushes the new route onto the navigation stack and just returns a future for the popped value. If you don't care about the value, use the dart:async unawaited() function, which ignores the returned future:\nunawaited(Navigator.push(context, route));\n\nYou should only use unawaited on a future if you're sure it won't return an error. If you don't care about the result regardless, you can use FutureExtensions.ignore like:\nimport 'dart:async' show FutureExtensions;\n\nNavigator.push(context, route).ignore();\n\nUnfortunately, this lint only tells you about unawaited futures... in async code. Which is why you should also...\nenable the discarded_futures lint\n \n #\n \n\n\nThis is like unawaited_futures but also works in sync code. It should be renamed to unawaited_futures_sync IMO. Or unawaited_futures should just work in both contexts...\n","id":"https://phlip9.com/notes/lang/flutter/dart lang/","title":"dart lang"},"https://phlip9.com/notes/lang/flutter/flutter setup/":{"body":"flutter setup\n\nprereqs\n \n #\n \n\n\n\n(Optional, android) android cli setup\n(Optional, iOS, macOS-only) ios setup\n(macOS, apple silicon) sudo softwareupdate --install-rosetta --agree-to-license\n\ninstall flutter\n \n #\n \n\n\nhttps://docs.flutter.dev/get-started/install\n$ git clone --branch=\"stable\" \\\n\thttps://github.com/flutter/flutter.git \\\n\t~/.local/flutter\n\n# ensure .bashrc contains these lines:\n#\n# ```\n# # Flutter\n# FLUTTER_HOME=$HOME/.local/flutter\n# export PATH=$PATH:$FLUTTER_HOME/bin\n# ```\n\nsetup flutter\n \n #\n \n\n\n# disable their pesky telemetry : )\n$ flutter config --suppress-analytics --no-analytics\n$ dart --disable-analytics\n\n# run the flutter sanity checker\n$ flutter doctor\n\nDoctor summary (to see all details, run flutter doctor -v):\n[!] Flutter (Channel unknown, 3.3.9, on Pop!_OS 22.04 LTS 6.0.6-76060006-generic, locale en_US.UTF-8)\n ! Flutter version 3.3.9 on channel unknown at /home/phlip9/.local/flutter\n ! Upstream repository unknown\n[✓] Android toolchain - develop for Android devices (Android SDK version 33.0.1)\n[✗] Chrome - develop for the web (Cannot find Chrome executable at google-chrome)\n ! Cannot find Chrome. Try setting CHROME_EXECUTABLE to a Chrome executable.\n[✗] Linux toolchain - develop for Linux desktop\n ✗ GTK 3.0 development libraries are required for Linux development.\n They are likely available from your distribution (e.g.: apt install libgtk-3-dev)\n[!] Android Studio (not installed)\n[✓] Connected device (1 available)\n[✓] HTTP Host Availability\n\n! Doctor found issues in 4 categories.\n\nOnce you've setup your devices (e.g. android cli setup > (optional) setup wireless debugging on device), verify that flutter actually picks up the mobile device.\nOn my linux desktop:\n$ flutter devices\n\nPixel 5a (mobile) • android-arm64 • Android 13 (API 33)\nLinux (desktop) • linux-x64 • Pop!_OS 22.04 LTS\n\nOn my M1 MBP:\n$ flutter devices\n3 connected devices:\n\nPixel 5a (mobile) • android-arm64 • Android 13 (API 33)\niPhone 14 Pro (mobile) • ios • iOS-16-2 (simulator)\nmacOS (desktop) • macos • darwin-arm64 • macOS 13.1 darwin-arm\n\n(linux pop_OS!) install libstdc++-12-dev\n \n #\n \n\n\nIf you want to run linux desktop apps:\n$ sudo apt install libstdc++-12-dev\n\ntest sample app\n \n #\n \n\n\n$ flutter create --platforms android my_app\n$ cd my_app\n\n# this should build, install, and launch the sample app on your phone\n$ flutter run -d pixel\n$ flutter run -d iphone\n\neditor (nvim)\n \n #\n \n\n\nFor all the nvim chads out there using coc.nvim, just do:\n:CocInstall coc-flutter\n\nProbably set \"dart.showTodos\": false in your coc-settings.json.\nMaybe peep these keybinds too:\nnnoremap <silent> <leader>fd :CocCommand flutter.devices<CR>\nnnoremap <silent> <leader>fr :CocCommand flutter.run<CR>\nnnoremap <silent> <leader>ft :CocCommand flutter.dev.hotRestart<CR>\nnnoremap <silent> <leader>fs :CocCommand flutter.dev.quit<CR>\nnnoremap <silent> <leader>fl :CocCommand flutter.dev.openDevLog<CR>\n\nNow instead of running flutter run to build the app, just use <leader>fr or :CocCommand flutter.run. This will setup a live-reload session; whenever you save a .dart file, the app UI will live reload with any UI-related changes. State changes still need a \"hot restart\" (<leader>ft). Pretty sick though.\n","id":"https://phlip9.com/notes/lang/flutter/flutter setup/","title":"flutter setup"},"https://phlip9.com/notes/lang/gdb ref/":{"body":"gdb ref\n\nrun and immediately break at main\n \n #\n \n\n\n(gdb) start\n\n(gdb) help start\nStart the debugged program stopping at the beginning of the main procedure.\nYou may specify arguments to give it.\nArgs may include \"*\", or \"[...]\"; they are expanded using the\nshell that will start the program (specified by the \"$SHELL\" environment\nvariable). Input and output redirection with \">\", \"<\", or \">>\"\nare also allowed.\n\nhexdump memory view\n \n #\n \n\n\ndefine xxd\ndump binary memory dump.bin $arg0 $arg0+$arg1\nshell xxd dump.bin\nend\n\n(gdb) xxd buf.data_ptr 256\n00000000: 9c55 5555 0500 0000 785a 65e9 81fc 4510 .UUU....xZe...E.\n00000010: 0000 0000 0000 0000 0000 0000 0000 0000 ................\n00000020: 0000 0000 0000 0000 0000 0000 0000 0000 ................\n00000030: 0000 0000 0000 0000 0000 0000 0000 0000 ................\n00000040: 0000 0000 0000 0000 0000 0000 0000 0000 ................\n00000050: 0000 0000 0000 0000 0000 0000 0000 0000 ................\n00000060: 0000 0000 0000 0000 0000 0000 0000 0000 ................\n00000070: 0000 0000 0000 0000 0000 0000 0000 0000 ................\n00000080: 0000 0000 0000 0000 0000 0000 0000 0000 ................\n00000090: 0000 0000 0000 0000 0000 0000 0000 0000 ................\n000000a0: 0000 0000 0000 0000 0000 0000 0000 0000 ................\n000000b0: 0000 0000 0000 0000 0000 0000 0000 0000 ................\n000000c0: 0000 0000 0000 0000 0000 0000 0000 0000 ................\n000000d0: 0000 0000 0000 0000 0000 0000 0000 0000 ................\n000000e0: 0000 0000 0000 0000 0000 0000 0000 0000 ................\n000000f0: 0000 0000 0000 0000 0000 0000 0000 0000 ................\n\nrust syntax\n \n #\n \n\n\n(gdb) p 0x55585380 as *mut u8\n\nTUI mode\n \n #\n \n\n\nTired of pressing l (list)? Can't tell wtf is going on? Try TUI mode!\n(gdb) tui enable\n\nTUI Commands: https://sourceware.org/gdb/current/onlinedocs/gdb.html/TUI-Commands.html\nTUI keybindings not working\n \n #\n \n\n\ngdb's TUI mode has some keybindings (ex: <CTRL-X a> to open TUI, <Ctrl-X l> to clear screen).\nHowever, if you're like me and have vi mode enabled in your ~/.inputrc, then these keybinds won't work unless you're in emacs mode. Fortunately there's a keybind to switch modes:\nvi mode (normal) -> emacs mode: <Ctrl-e>\nemacs mode -> vi mode: <Ctrl-Alt-j>\nTUI Keybindings: https://sourceware.org/gdb/current/onlinedocs/gdb.html/TUI-Keys.html\nstdout filling screen with junk\n \n #\n \n\n\nRepaint the TUI:\n(gdb) <CTRL-l>\n\n","id":"https://phlip9.com/notes/lang/gdb ref/","title":"gdb ref"},"https://phlip9.com/notes/lang/koka-lang/":{"body":"koka-lang\n\nKoka Book: https://koka-lang.github.io/koka/doc/book.html\n\nfunctions literally all the way down (mod some primitives)\nalgebraic effects nicely integrated into the language at all levels\nfirst-class effect type, composes nicely, allows user-defined control flow, almost all control syntax (e.g. while, for, ..) is actually just functions\n+ fun for ( start : int, end : int, action : (int) -> e ()) : e ()\n+ fun while( pred : () -> <div|e> bool, action : () -> <div|e> () ) : <div|e> ()\n+ note: <div|e> means polymorphic effect e union effect div (divergent, possibly non-terminating)\nuniversal dot call syntax! myint.double == double(myint)\neffects effectively specify an \"interface\" of handlers, which can be overridden\nvery curious how extensive non-linear control flow affects performance : )\n\n","id":"https://phlip9.com/notes/lang/koka-lang/","title":"koka-lang"},"https://phlip9.com/notes/lang/lua/":{"body":"lua\n\nSyntax\n \n #\n \n\n\nfunction foo(x)\n -- <body>\nend\n\n-- local to the scope\nlocal function bar()\n -- <body>\nend\n\n-- anonymous function (all fns are technically anonymous)\nlocal max = function (x, y)\n return (a > b) and a or b\nend\n\n-- simulate \"named\" args\nfunction rename(args) do\n os.rename(args.old, args.new)\nend\n-- can call w/o parens\nrename{ new = \"perm.lua\", old = \"temp.lua\" }\n\nif x then\n -- <case 1>\nelseif y then\n -- <case 2>\nelse\n -- <case 3>\nend\n\nwhile x do\n -- <block>\nend\n\nrepeat\n -- <block>\nuntil x\n\n-- note end is _inclusive_\nfor i = 1, 3 do\n print(i)\nend\n\n-- output:\n-- > 1\n-- > 2\n-- > 3\n\nfor i = 3, 1, -1 do\n print(i)\nend\n\n-- output:\n-- > 3\n-- > 2\n-- > 1\n\n-- iterate over an _array_\nlocal a = { 1, 3, 5 }\nfor i, x in ipairs(a) do\n print(i, x)\nend\n\n-- output:\n-- > 1\t1\n-- > 2\t3\n-- > 3\t5\n\n-- iterate over a table (order not guaranteed)\nlocal a = { 1, 3, 5 }\nfor i, x in ipairs(a) do\n print(i, x)\nend\n\n-- output:\n-- > 1\t10\n-- > 2\tfoo\n-- > x\t5\n-- > y\t3\n\n-- creates a new scope\ndo\n -- <block>\nend\n\n-- multiple assignment\na, b = 10, 20\n\n-- this is a block comment\n--[[\nprint(x)\n--]]\n\n-- new table\nx = {}\nx[\"foo\"] = 5\n\n-- array (note 1-indexed)\nlocal a = {}\nfor i = 1, 5 do\n a[i] = math.random(10)\nend\n\nSemantics\n \n #\n \n\n\n\nundefined variables default to nil\n_ALL_CAPS variables are reserved for lua\ntypes: nil, boolean, number (double), string (immutable, just dumb byte vec), table (map type), function, userdata (opaque blobs from external libs), thread (but actually coroutine, not OS thread)\nall values are true except false and nil\narrays are just tables with number keys\nvariables are global by default, need to declare with local to restrict to lexical scoping\narrays cannot have holes, but can be partially filled until used\n\nIdioms\n \n #\n \n\n\n-- default value\nx = x or \"default\"\n\nStrings\n \n #\n \n\n\n-- string concat\n\"foo\" .. \" bar\"\n\n-- string length\n#\"foo\"\n\n-- multiline strings\nescapes = [[\n \\f (form feed)\n \\n (newline)\n \\r (carriage return)\n]]\nprint(\"|\" .. escapes .. \"|\")\n\n-- output:\n-- > | \\f (form feed)\n-- > \\n (newline)\n-- > \\r (carriage return)\n-- > |\n\nArrays\n \n #\n \n\n\n-- remove last entry\na[#a] = nil\n-- or\ntable.remove(a, #a)\n\n-- append entry\na[#a + 1] = \"foo\"\n-- or\ntable.insert(a, #a + 1, \"foo\")\n\n-- insert (shifting other elts)\ntable.insert(a, 1, \"foo\")\n\n-- sort\ntable.sort({ 5, 3, 9, 1, 7})\n-- > { 1, 3, 5, 7, 9 }\n\n-- concat\ntable.concat({ 1, 2, 3 }, \" \")\n-- > \"1 2 3\"\n\nStructs\n \n #\n \n\n\npoint = { x = 10, y = 20 }\nprint(point.x)\n\nIterators\n \n #\n \n\n\n\nan iterator is just a function with some local state. each time you call the function it returns the next value and nil when finished.\n\nexample:\n-- returning a closure that modifies the outer fn args each call\nfunction fromto(a, b)\n return function ()\n if a > b then\n\t return nil\n\telse\n\t a = a + 1\n\t return a - 1\n end\n end\nend\n\nfor x in fromto(2, 5) do\n print(x)\nend\n\n-- > 2\n-- > 3\n-- > 4\n-- > 5\n\n\nthere are also stateless iterators\n\nfunction fromto(a, b)\n return function (state, seed)\n if seed >= state then\n\t return nil\n\telse\n\t return seed + 1\n\tend\n end, b, a - 1 -- notice the state, seed returned here\nend\n\n\nand \"seedless\" iterators\n\nfunction fromto(a, b)\n return function(state)\n if state[1] > state[2] then\n\t return nil\n\telse\n\t state[1] = state[1] + 1\n\t return state[1] - 1\n\tend\n end, { a, b } -- this is the initial state\nend\n\nErrors\n \n #\n \n\n\nexpressing errors:\n\ncan return out, err, where out is nil if there was an error and err is an error message\ncan raise an exception with e.g. assert(cond) or error(\"error message\")\n+ error has an optional 2nd arg that specifies the \"error-level\", where error(\"..\", 1) means \"this function is to blame\", error(\"..\", 2) means \"the calling function is to blame\", error(\"..\", 3) means the caller's caller, etc...\n\ncatching errors:\npcall(function, arg1, arg2, ..) will return ok, result where ok: boolean and result is the succesful output or the error message.\nalso\nxpcall(\n\tfunction ()\n\t -- do fallible thing\n\tend,\n\tfunction (err)\n\t -- handle error\n\tend\n)\n\ndebug.traceback() returns the traceback as a string\nModules\n \n #\n \n\n\n\nmodules are just tables\nsome standard modules: table, io, string, math, os, coroutine, package, debug, all included in the prelude\n\"import\" a module with mymodule = require \"mymodule\"\nrequire searches package.path to find modules\n\ncan (usually) modify the path with LUA_PATH env var\nlua replaces \";;\" in the env var with the pre-compiled default\nthe format is a series of \";\" separated template strings, where \"?\" is replaced with the module name\ne.g., \"/usr/local/share/lua/5.2/?.lua;/usr/local/share/lua/5.2/?/init.lua;./?.lua\"\nlua replaces \".\" in the module name with platform path separator. used to import from packages with many modules\n\n\n\ndefining a module\n-- file: complex.lua\nlocal complex = {}\n\nfunction complex.new(r, i)\n return { real = r or 0, im = i or 0 }\nend\n\ncomplex.i = complex.new(0, 1)\n\nfunction complex.add(c1, c2)\n return complex.new(c1.real + c2.real, c1.im + c2.im)\nend\n\nfunction complex.tostring(c)\n return tostring(c.real) .. \"+\" .. tostring(c.im) .. \"i\"\nend\n\nreturn complex\n\nMetatables\n \n #\n \n\n\n\ncan set metatable for a table to override built-in behaviours, e.g., arithmetic, tostring, equality, iteration, call table as fn, etc...\nuse setmetatable and getmetatable functions\nmetamethods: __add, __sub, __mul, __div, __mod, __pow, __unm, __concat, __len, __eq, __lt, __le, __index, __newindex, __call, __tostring, __ipairs, __pairs, __gc\n__index and __newindex can be tables, used for single-inheritance OO\n\naugmenting complex.lua defined above with metatables\nlocal complex = {}\nlocal mt = {}\n\nfunction complex.new(r, i)\n return setmetatable({ real = r or 0, im = i or 0 }, mt)\nend\n\nfunction complex.is_complex(c)\n return getmetatable(c) == mt\nend\n\ncomplex.i = complex.new(0, 1)\n\nfunction complex.add(c1, c2)\n return complex.new(c1.real + c2.real, c1.im + c2.im)\nend\nmt.__add = complex.add\n\nfunction complex.eq(c1, c2)\n return (c1.real == c2.real) and (c1.im == c2.im)\nend\nmt.__eq = complex.eq\n\nfunction complex.norm(c)\n return math.sqrt(c.real * c.real + c.im * c.im)\nend\nmt.__len = complex.norm\n\nfunction complex.tostring(c)\n return tostring(c.real) .. \"+\" .. tostring(c.im) .. \"i\"\nend\nmt.__tostring = complex.tostring\n\nreturn complex\n\nOO\n \n #\n \n\n\n\nusing dot-notation doesn't add implicit self to call. you need to include it manually like obj.method(obj, args)\nto avoid this duplication, lua has colon-notation which adds this implicit self as the first arg: obj:method(args).\ndeclaring functions using a obj:method adds implicit self parameter\n\nfunction point:norm()\n return math.sqrt(self.x * self.x + self.y * self.y)\nend\n\ncan define prototype-style classes\nlocal Complex = {}\nComplex.__index = Complex\n\nfunction Complex:new(r, i)\n return setmetatable({ real = r or 0, im = i or 0 }, self)\nend\n\nfunction Complex:norm()\n return math.sqrt(self.real * self.real + self.im * self.im)\nend\n\n-- etc...\n\nreturn Complex\n\nadding other fields to Complex makes them default values for new instances\nlocal Complex = { real = 0, im = 0 }\n\nsingle inheritance (Point extends Shape)\nlocal Shape = {}\nShape.__index = Shape\n\nfunction Shape:new(x, y)\n return setmetatable({ x = x, y = y }, self)\nend\n\nfunction Shape:move(dx, dy)\n self.x = self.x + dx\n self.y = self.y + dy\nend\n\nreturn Shape\n\nlocal Shape = require \"shape\"\nlocal Point = setmetatable({}, Shape)\nPoint.__index = Point\n\nfunction Point:area()\n return 0\nend\n\nreturn Point\n\nlocal Point = require \"point\"\np = Point:new(5, 10)\nprint(p:area())\n-- > 0\np:move(-3, 7)\nprint(p.x, p.y)\n-- > 2 17\n\nthis is a simple version of OO in lua (there are more sophisticated versions). some disadvantages of this approach: 1. class methods (e.g. new) visible in instance namespace, 2. metamethods are not automatically inherited (need to be explicitly set)\n","id":"https://phlip9.com/notes/lang/lua/","title":"lua"},"https://phlip9.com/notes/lang/operator fixity and precedence/":{"body":"operator fixity and precedence\n\nYou come across a Haskell/Idris/LEAN file littered with custom operators (read \"delicious operator soup\"):\nparseJson = withObject \"Foo\" $\n \\v -> Foo <$> v .: \"name\"\n <*> v .: \"owner\"\n <*> v .: \"deadline\"\n <*> v .: \"status\"\n <*> v .:? \"reco\"\n <*> v .: \"benefit\"\n <*> v .: \"cost\"\n <*> v .: \"residual\"\n\nHow do you parse this without tearing your eyes out?\nIf setting fire to your computer and becoming a wheat farmer doesn't sound like a viable career path, then you should start by finding the list of operators for your language. Here are the ones defined in Idris' prelude:\nmodule Prelude.Ops\n\n-- Numerical operators\ninfix 6 ==, /=, <, <=, >, >=\ninfixl 8 +, -\ninfixl 9 *, /\n\n-- Boolean operators\ninfixr 5 &&\ninfixr 4 ||\n\n-- List and String operators\ninfixr 7 ::, ++\ninfixl 7 :<\n\n-- Functor/Applicative/Monad/Algebra operators\ninfixl 1 >>=, =<<, >>, >=>, <=<, <&>\ninfixr 2 <|>\ninfixl 3 <*>, *>, <*\ninfixr 4 <$>, $>, <$\ninfixl 8 <+>\n\n-- Utility operators\ninfixr 9 ., .:\ninfixr 0 $\n\ninfixl 9 `div`, `mod`\n\nand the documentation for infix(r|l):\n> :doc infix\nFixity declarations:\n\n Operators can be assigned a priority level and associativity.\n During parsing operators with a higher priority will collect their\n arguments first and the declared associativity will inform how subterms\n are grouped.\n\n For instance the expression `a + b * c * d + e` is parsed as\n\n `(a + ((b * c) * d)) + e` because:\n `(+)` is at level 8 and associates to the left\n `(*)` is at level 9 and associates to the left\n\nTo understand how these expressions are parsed, we need to understand the properties of all operators.\n\nArity (the number of inputs)\nFixity (infix, prefix, postfix)\nAssociativity (how parentheses are placed)\nPrecedence (the order of operations between different operators)\n\nArity\n \n #\n \n\n\nOperator arity refers to the number of inputs of an operator. The most common arities with some examples:\n\nNullary (zero inputs): less of an operator and more of a constant.\nUnary (one input): e.g., boolean negation ! or bitwise-not ~.\nBinary (two inputs): e.g., arithmetic +,-,*,/\n\nFixity\n \n #\n \n\n\nOperator fixity describes the operator's position in the list of arguments. There are three fixities:\n\nPrefix (operator comes before arguments): e.g., typical function application plus 3 4 or forced prefix form (+) 3 4\nInfix (operator comes between arguments): e.g., all arithmetic 3 + 4\nPostfix (operator comes after arguments): e.g., RPN (Reverse Polish Notation) or concatinative languages 3 4 +\n\nAssociativity\n \n #\n \n\n\nOperator associativity determines how the inner-most parentheses are placed when parsing an expression with the same operator (or same precedence).\nFor example, if you have the expression a ◯ b ◯ c ◯ d with some operator ◯, there are 5 ways we can parse it:\n\n((a ◯ b) ◯ c) ◯ d <-- left associative\na ◯ (b ◯ (c ◯ d)) <-- right associative\n(a ◯ b) ◯ (c ◯ d)\na ◯ ((b ◯ c) ◯ d)\n(a ◯ (b ◯ c)) ◯ d\n\nIn other words, left associative means we place the inner-most parentheses around the left-most pair, while right associative prefers the right-most pair.\nOperators can also be non-associative, which means a ◯ b ◯ c should fail to parse. An example would be relational operators like x <= y <= z, since (x <= y) <= z would fail to type check, as you would be comparing a boolean to a z.\nPrecedence\n \n #\n \n\n\nOperator precedence allows us to parse expressions containing multiple different operators without ambiguity. Precedence is a number; higher numbers mean higher priority when parsing.\nI like to imagine parsing precedence for an expression in passes. The first pass we parse only operators of precedence 10. The next pass parses precedence 9, and so on. In each pass we ignore all operators below the current precedence level.\nFrom school, we know that * has a higher precedence than +. In Idris2 you can see * has precedence 9 while + has precedence 8. Consequently, the expression 100 - 5 * 9 + 111 is parsed like\n base expr: 100 - 5 * 9 + 111\nprecedence 9: 100 - (5 * 9) + 111\nprecedence 8: (100 - (5 * 9)) + 111\n\n","id":"https://phlip9.com/notes/lang/operator fixity and precedence/","title":"operator fixity and precedence"},"https://phlip9.com/notes/lang/rust/":{"body":"","id":"https://phlip9.com/notes/lang/rust/","title":"lang/rust"},"https://phlip9.com/notes/lang/rust/optimizing binary size/":{"body":"optimizing binary size\n\nSetup\n \n #\n \n\n\n# for running cargo bloat\n$ RUSTFLAGS=\"-C target-cpu=native\" c install cargo-bloat\n\n# for running cargo size (among other things)\n$ rustup component add llvm-tools-preview\n$ rustup +nightly component add llvm-tools-preview # (for strip=symbols)\n$ RUSTFLAGS=\"-C target-cpu=native\" c install cargo-binutils\n\nTL;DR\n \n #\n \n\n\n# compile and sort functions by binary size\n$ cargo bloat --release -n 100\n\n# only like 20-25% of the binary size seems to be our code or other relevant\n# stuff like ndarray. The rest seems to be mostly panic and fmt\n# infrastructure...\n\n# compile and sort crates by binary size\n$ cargo bloat --release --crates\n\n# print the size of each section in the binary\n$ cargo size --bin my-bin --release -- -A\n\n# if you already have a built rust binary, you can run\n# rust-size directly:\n$ rust-size -A target/release/my-bin\n\n# rust-size with nice sorted and human-readable output:\n$ rust-size -A target/release/my-bin \\\n\t| tail -n +2 \\\n\t| sort --numeric-sort --key=2 \\\n\t| numfmt --header=3 --to=iec-i --suffix=B --field=2\n\n# strip debug info and all symbols (requires nightly) then print section size\n$ RUSTFLAGS=\"-Z strip=symbols -C target-cpu=native\" cargo +nightly \\\n\tsize --bin my-bin --release -- -A\n\n# before: 1.8 MiB! looking at the sections, it's mostly debug info.\n# \"-Z strip=symbols\" brings this down to like 330-400 KiB (depending on\n# other flags etc...)\n\n# TODO: cargo-binutils also installed `cargo strip`; maybe that's helpful?\n\nCargo.toml\n \n #\n \n\n\n[profile.release]\ncodegen-units = 1\nlto = true\npanic = \"abort\"\n# opt-level = \"s\" # optimize for size, but still unroll\n# opt-level = \"z\" # optimize for size, no unrolling at all\nopt-level = 3\ndebug = 0\n\nCompile std with panic = \"abort\"\n \n #\n \n\n\n\nshaves off maybe 150 KiB?\nremoves a decent chunk of the backtrace/unwind infrastructure\n\n# .cargo/config.toml\n[unstable]\nbuild-std = [\"std\", \"panic_abort\"]\nbuild-std-features = [] # <- turns off backtrace+unwind features\n\nWASM\n \n #\n \n\n\nhttps://rustwasm.github.io/twiggy/\nExample: fixing bloat\n \n #\n \n\n\nLet me just run a quick smoketest (which depends on almost every crate in the monorepo)...\n$ cargo test -p smoketest\n# ..\n Finished test [unoptimized + debuginfo] target(s) in 1m 28s\n Running unittests src/lib.rs (target/debug/deps/smoketest-bd637d7668a0b714)\n# ..\n\nMan that sure took a while to link, I wonder how big the binary is?\n$ ls -lah target/debug/deps/smoketest-bd637d7668a0b714\n-rwxrwxr-x 1 phlip9 phlip9 880M May 4 11:19 target/debug/deps/smoketest-bd637d7668a0b714\n\nJESUS. RIP MY SSD.\n$ rustup component add llvm-tools-preview\n$ rust-size -A target/debug/deps/smoketest-bd637d7668a0b714 \\\n\t| tail -n +2 \\\n\t| sort --numeric-sort --key=2 \\\n\t| numfmt --header=3 --to=iec-i --suffix=B --field=2\nsection size addr\n.fini_array 8 63669912\n.fini 13 52345408\n.init_array 16 63669896\n.plt.got 24B 3608704\n.init 27B 3608576\n.interp 28B 848\n.note.ABI-tag 32B 948\n.note.gnu.property 32B 880\n.debug_gdb_scripts 34B 55423896\n.note.gnu.build-id 36B 912\n.comment 43B 0\n.gnu.hash 48B 984\n.tdata 72B 63669824\n.plt 96B 3608608\n.rela.plt 120B 3605536\n.gnu.version 318B 7088\n.gnu.version_r 432B 7408\n.dynamic 544B 64809064\n.tbss 696B 63669896\n.bss 2.1KiB 65535456\n.dynstr 2.2KiB 4848\n.dynsym 3.8KiB 1032\n.debug_macro 12KiB 0\n.data 24KiB 65511424\n.got 686KiB 64809608\n.data.rel.ro 1.1MiB 63669920\n.gcc_except_table 1.4MiB 62213696\n.eh_frame_hdr 1.5MiB 55423932\n.debug_abbrev 2.3MiB 0\n.rodata 3.0MiB 52346880\n.rela.dyn 3.5MiB 7840\n.debug_loc 3.5MiB 0\n.debug_aranges 4.9MiB 0\n.eh_frame 5.1MiB 56953128\n.debug_ranges 15MiB 0\n.debug_line 28MiB 0\n.text 47MiB 3608768\n.debug_pubnames 112MiB 0\n.debug_str 175MiB 0\n.debug_info 175MiB 0\n.debug_pubtypes 275MiB 0\nTotal 851MiB\n\nWTF IS GOING ON WITH THE .debug_pubtypes SECTION???\nOk ok, let's take a look at what we're working with...\n$ sudo apt install dwarfdump\n\n$ dwarfdump --print-type --format-suppress-offsets target/debug/deps/smoketest-bd637d7668a0b714 \\\n\t| head -n 10\n\n.debug_pubtypes\n 'ErrorData<alloc::boxed::Box<std::io::error::Custom, alloc::alloc::Global>>'\n 'alloc::boxed::Box<std::io::error::Custom, alloc::alloc::Global>'\n 'alloc::boxed::Box<(dyn core::error::Error + core::marker::Send + core::marker::Sync), alloc::alloc::Global>'\n 'Result<(), std::io::error::Error>'\n 'NonNull<u8>'\n 'u8'\n 'SimpleMessage'\n 'ErrorKind'\n\nHow many types we got?\n$ dwarfdump --print-type --format-suppress-offsets target/debug/deps/smoketest-bd637d7668a0b714 \\\n\t| wc -l\n\t| numfmt --to=si\n2.3M\n\nMaybe there's some giga types?\n$ dwarfdump --print-type --format-suppress-offsets target/debug/deps/smoketest-bd637d7668a0b714 \\\n\t| awk '{ print length, $0 }' \\\n\t| sort -n -r \\\n\t> smoketest_debug_pubtypes\n\n$ head -n 10 smoketest_debug_pubtypes\n72011 '{closure_env#0}<&str, &str, n ..\n71962 '&mut (nom::sequence::terminat ..\n71957 '(nom::sequence::terminated::{ ..\n71957 '(nom::sequence::terminated::{ ..\n66740 '&mut nom::branch::alt::{closu ..\n66717 '{closure_env#0}<&str, &str, n ..\n66717 '{closure_env#0}<&str, &str, n ..\n66668 '&mut (nom::sequence::terminat ..\n66663 '(nom::sequence::terminated::{ ..\n66663 '(nom::sequence::terminated::{ ..\n\nOk despite nom taking to top 10, it looks like the primary culprit is my arch nemesis warp. CURSE YOU WARP AND YOUR COMPOSABLE GENERICS.\nLet's see what proportion of our .debug_pubtypes is warp...\n$ cat smoketest_debug_pubtypes \\\n\t| cut -d \" \" -f1 - \\\n\t| awk '{sum += $1} END {print sum}' \\\n\t| numfmt --to=iec-i --suffix=B\n271MiB\n\n$ grep \"nom\" smoketest_debug_pubtypes \\\n\t| cut -d \" \" -f1 - \\\n\t| awk '{sum += $1} END {print sum}' \\\n\t| numfmt --to=iec-i --suffix=B\n3.3MiB\n\n$ grep \"warp\" smoketest_debug_pubtypes \\\n\t| cut -d \" \" -f1 - \\\n\t| awk '{sum += $1} END {print sum}' \\\n\t| numfmt --to=iec-i --suffix=B\n82MiB\n\n$ grep \"lightning\" smoketest_debug_pubtypes \\\n\t| cut -d \" \" -f1 - \\\n\t| awk '{sum += $1} END {print sum}' \\\n\t| numfmt --to=iec-i --suffix=B\n45MiB\n\n$ grep \"proptest\" smoketest_debug_pubtypes \\\n\t| cut -d \" \" -f1 - \\\n\t| awk '{sum += $1} END {print sum}' \\\n\t| numfmt --to=iec-i --suffix=B\n5MiB\n\n$ grep \"Vec\" smoketest_debug_pubtypes \\\n\t| cut -d \" \" -f1 - \\\n\t| awk '{sum += $1} END {print sum}' \\\n\t| numfmt --to=iec-i --suffix=B\n71MiB\n\n$ grep \"hyper\" smoketest_debug_pubtypes \\\n\t| cut -d \" \" -f1 - \\\n\t| awk '{sum += $1} END {print sum}' \\\n\t| numfmt --to=iec-i --suffix=B\n95MiB\n\n$ grep \"tokio\" smoketest_debug_pubtypes \\\n\t| cut -d \" \" -f1 - \\\n\t| awk '{sum += $1} END {print sum}' \\\n\t| numfmt --to=iec-i --suffix=B\n95MiB\n\nA bunch of duplicates...\nChecking out the .debug_str section:\n$ dwarfdump --print-strings --format-suppress-offsets target/debug/deps/smoketest-bafe2762ec60a400 | sort --numeric-sort --key=3 | cut -b -80 | tail -n 10\nname: length 67206 is 'pin<futures_util::future::try_future::into_future::IntoFu\nname: length 67220 is 'get_unchecked_mut<futures_util::future::try_future::into_\nname: length 67222 is 'leak<alloc::sync::ArcInner<warp::filter::boxed::BoxingFil\nname: length 67229 is 'from<futures_util::future::try_future::into_future::IntoF\nname: length 67233 is 'into_pin<futures_util::future::try_future::into_future::I\nname: length 67240 is 'new<alloc::boxed::Box<alloc::sync::ArcInner<warp::filter:\nname: length 67257 is 'new_unchecked<alloc::boxed::Box<futures_util::future::try\nname: length 71736 is 'choice<&str, &str, nom::error::Error<&str>, nom::sequence\nname: length 134431 is 'into<&mut alloc::sync::ArcInner<warp::filter::boxed::Box\nname: length 134508 is 'into<alloc::boxed::Box<futures_util::future::try_future:\n\n","id":"https://phlip9.com/notes/lang/rust/optimizing binary size/","title":"optimizing binary size"},"https://phlip9.com/notes/lang/rust/rr with rust/":{"body":"rr with rust\n\ngithub: https://github.com/rr-debugger/rr\nsite: https://rr-project.org/\nwhat\n \n #\n \n\n\n\nrr is a lightweight tool for recording, replaying, and debugging applications.\nrr records deterministic traces of the entire program execution (including all child processes and spawned threads), which can be replayed many times or even run in reverse.\nrr models a single-threaded machine. It creates a deterministic trace by intercepting and recording all Linux syscalls for later replay. rr also controls the thread and process scheduling so we can even determinstically replay concurrent programs.\n\nwhy\n \n #\n \n\n\n\nyou have a flaky concurrency bug that only manifests occasionally.\n\n==> use rr to record 1000s of execution traces (also try --chaos mode!) until a lucky one finally triggers the bug. Later, replay the failing trace as many times as you please.\n\n\nif you're like me, you're terrible at setting breakpoints.\n\n==> with rr you can just replay the same exact execution with better breakpoints; no state changing under your feet between runs.\n\n\nyou have a backtrace but the offending code isn't in any of the backtrace frames\n\n==> just execute the program backwards until you hit the problem.\n\n\nyour fuzzer sometimes finds a bug after 10 hr, but when you run again the bug ain't there\n\n==> run your fuzzers inside rr. when the fuzzer hits a bug, you can easily replay it.\n\n\n\nBetter yet, use rr as a general purpose gdb enhancement : )\nrequirements\n \n #\n \n\n\n\nLinux kernel >= 3.11\n\nWorks inside a VM if the VM supports virtualization of hardware perf counters. (incl. VMware and KVM; does not incl. Xen).\n\n\nOne of:\n\nIntel CPU with Nehalem (2010) or later\nCertain AMD Zen or later https://github.com/rr-debugger/rr/wiki/Zen\nCertain AArch64 archs (includes Apple Silicon M-series)\n\n\n\nsetup\n \n #\n \n\n\n$ sudo apt install rr\n\nYou will also need gdb installed, since rr replay is \"just\" a wrapper around gdb.\n$ sudo apt install gdb\n\nWhen debugging rust code, there are a few extra command flags that rr needs. Tests are also slightly more annoying to debug, since cargo runs your test binary in a sub-process. The cargo rr tool makes the debugging process painless.\n$ cargo install cargo-rr\n\nrecord a trace for deterministic replay\n \n #\n \n\n\n# Record a test\n$ cargo rr test my_failing_test\n\n# Record a binary\n$ cargo rr run --bin=foo -- --arg=bar\n\nNOTE: if you get an error message like rr needs /proc/sys/kernel/perf_event_paranoid <= 1, but it is 2. then try:\n$ echo 1 | sudo tee /proc/sys/kernel/perf_event_paranoid\n\nreplay last trace\n \n #\n \n\n\n$ cargo rr replay\n\nIf you prefer a more visual debugging experience and hate the letter l, try the TUI debugger:\n(rr) <CTRL-X a>\n\n# if that doesn't work, try\n(rr) tui enable\n\nSee: gdb ref > TUI keybindings not working\ndebugging\n \n #\n \n\n\nDebugging with rr looks the same as debugging with gdb, except you have a few extra commands for executing backwards.\n(rr) help reverse-continue\nreverse-continue, rc\nContinue program being debugged but run it in reverse.\nIf proceeding from breakpoint, a number N may be used as an argument,\nwhich means to set the ignore count of that breakpoint to N - 1 (so that\nthe breakpoint won't break until the Nth time it is reached).\n\n(rr) help reverse-step\nreverse-step, rs\nStep program backward until it reaches the beginning of another source line.\nArgument N means do this N times (or till program stops for another reason).\n\n(rr) help reverse-next\nreverse-next, rn\nStep program backward, proceeding through subroutine calls.\nLike the \"reverse-step\" command as long as subroutine calls do not happen;\nwhen they do, the call is treated as one instruction.\nArgument N means do this N times (or till program stops for another reason).\n\n...\n\n(rr) help r<TAB>\nrbreak return rr-history-push\nrc reverse-continue rr-hook-run\nrecord reverse-finish rr-set-suppress-run-hook\nrefresh reverse-next rr-where\nremote reverse-nexti rsi\nremove-inferiors reverse-search run\nremove-symbol-file reverse-step running\nrestart reverse-stepi rwatch\nrestore rni\n\nmisc\n \n #\n \n\n\n\nmy gdb reference\nrun rr in Docker\ngdb cheat sheet\n\n","id":"https://phlip9.com/notes/lang/rust/rr with rust/","title":"rr with rust"},"https://phlip9.com/notes/lang/rust/rust verification tools/":{"body":"rust verification tools\n\nRudra\n \n #\n \n\n\nGithub: https://github.com/sslab-gatech/Rudra\nRudra is a static analyzer to detect common undefined behaviors in Rust programs. It is capable of analyzing single Rust packages as well as all the packages on crates.io.\nPrusti\n \n #\n \n\n\nGithub: https://github.com/viperproject/prusti-dev\nPrusti is a prototype verifier for Rust, built upon the Viper verification infrastructure.\nBy default Prusti verifies absence of integer overflows and panics by proving that statements such as unreachable!() and panic!() are unreachable. Overflow checking can be disabled with a configuration flag, treating all integers as unbounded. In Prusti, the functional behaviour of a function can be specified by using annotations, among which are preconditions, postconditions, and loop invariants. The tool checks them, reporting error messages when the code does not adhere to the provided specification.\nMIRAI\n \n #\n \n\n\nGithub: https://github.com/facebookexperimental/MIRAI\nMIRAI is an abstract interpreter for the Rust compiler's mid-level intermediate representation (MIR). It is intended to become a widely used static analysis tool for Rust.\n","id":"https://phlip9.com/notes/lang/rust/rust verification tools/","title":"rust verification tools"},"https://phlip9.com/notes/lang/rust/rust x SGX/":{"body":"rust x SGX\n\nLinks\n \n #\n \n\n\nTrusted Compute with Rust and SGX (Tutorial)\nVideo\nTeaclave SGX SDK\nTeaclave Github\nsignalapp/sgx_common\nrust-lang/rust - std::sys::sgx\nfortanix/rust-sgx\nedp.fortanix.com\n","id":"https://phlip9.com/notes/lang/rust/rust x SGX/","title":"rust x SGX"},"https://phlip9.com/notes/lang/rust/self-referencing structs/":{"body":"self-referencing structs\n\nyoke\n \n #\n \n\n\nouroboros\n \n #\n \n\n\ngsrs - UNMAINTAINED\n \n #\n \n\n\nrental - DEPRECATED\n \n #\n \n\n\n","id":"https://phlip9.com/notes/lang/rust/self-referencing structs/","title":"self-referencing structs"},"https://phlip9.com/notes/lang/rust/sycamore x futures/":{"body":"sycamore x futures\n\nCan use gloo / gloo_timers crate for web-compatible futures. For example, gloo_timers::sleep(duration) -> TimeoutFuture.\nSpawn a future on the current thread. Must be 'static and so can't contain any ScopeRefs or w/e:\nsycamore::futures::spawn_local(future)\n\nSpawn a !Send future (which can contain ScopeRefs) using ctx.spawn_future:\nuse sycamore::futures::ScopeSpawnFuture;\n\nctx.spawn_future(future);\n\nConvert a Future<U> to a Signal<U> using ctx.create_resource:\nuse sycamore::futures::ScopeFuturesExt;\n\nctx.create_resource(future);\n\nWeb Workers\n \n #\n \n\n\nLike threads for browser (but worse lol). No shared memory allowed; only serialized message passing. Workers can't manipulate the DOM.\n\nSharedWorkers (also \"Public\" workers) are a special kind of worker that can be accessed from multiple browser windows, tabs, or other workers. There can only exist one instance at a time.\n\"Private\" workers can be fired up and down at-will. Good for farming out work.\n\nCommunicating with workers:\n\nBridges allow bidi comms b/w worker and component (or other workers).\nDispatchers allow uni comms from component to worker.\n\n","id":"https://phlip9.com/notes/lang/rust/sycamore x futures/","title":"sycamore x futures"},"https://phlip9.com/notes/lang/rust/understanding sycamore reactivity/":{"body":"understanding sycamore reactivity\n\nDocs: https://sycamore-rs.netlify.app/docs/basics/reactivity\n\nWhenever reactivity is used, there must be a reactive scope.\n\nWhat is a reactive scope? Ex: Scope provides a reactive scope.\nA Signal wraps a value and lets you listen for changes to that value.\nTo actually listen on a Signal, you need to call signal.get() inside a listener scope (which is not the same as a reactive scope).\nNotably, #[component] function bodies do not provide a listener scope, so calling signal.get() in a component won't re-render the component if the signal changes. However, the view! { ctx, _ } macro body provides an implicit listener scope when interpolating.\nmethodargsreturnsdescription\nctx.create_effectFnMut()()calls closure when a signal changes (signal.get() must be called in the closure to register it). used to impl most other methods here\nctx.create_memoFnMut() -> U&ReadSignal<U>calls closure when a registered signal changes and wraps the return value as a derived signal.\nctx.create_selectorFnMut() -> U&ReadSignal<U>calls closure when a registered signal changes. like create_memo but the derived signal only notifies if the return value is actually different from the previous value (Note: U must impl PartialEq).\nctx.create_reducerU, FnMut(&U, Msg) -> U(&ReadSignal<U>, Fn(Msg))calls closure whenver the message handler Fn(Msg) gets called. kind of like an async fold, where the closure is an actor message handler.\nsignal.mapctx, FnMut(&T) -> U&ReadSignal<U>calls closure with signal value whenever signal changes. returns derived signal with return value.\n\nFor (all?) of the above methods, we always call the closure once initially. This also allows us to observe all the signal.get()s inside the closure, which we need to register which signals to listen on.\nFor example, to see how reactivity works with the view! macro, we can look at how it (approximately) is expanded:\n// before expansion\nlet state = ctx.create_signal(0);\nview! { ctx,\n\tp {\n\t\t(state.get())\n\t}\n}\n\n// after expansion\nlet state = ctx.create_signal(0);\n{\n let element = GenericNode::element(p);\n let text = GenericNode::text(String::new());\n\t// Update text when `state` changes.\n ctx.create_effect(move || {\n text.update_text(Some(&state.get()));\n\t});\n element.append(&text);\n element\n}\n\nAs you can see, interpolations happen inside an implicit create_effect, which does not happen for signals retrieved outside a view! macro.\n","id":"https://phlip9.com/notes/lang/rust/understanding sycamore reactivity/","title":"understanding sycamore reactivity"},"https://phlip9.com/notes/management/":{"body":"","id":"https://phlip9.com/notes/management/","title":"management"},"https://phlip9.com/notes/management/relieve often - why generals were more successful in WWII/":{"body":"relieve often - why generals were more successful in WWII\n\nSource: https://www.youtube.com/watch?v=AxZWxxZ2JGE\nThesis: During WWII, commanders were relieved early and often. Afterwards, tacit policy of never firing, never relieving, and frequent deployment rotation leads to culture of stagnation and risk-aversion.\n\nMarshall was sworn into office on the eve of WWII. He knew the US was unprepared and the existing general staff was too old and incompetant--he fired almost all of them.\nCommand expected results from new commanders in 60-90 days. If you fail to deliver, you are relieved (NOT fired, but effectively demoted or reshuffled).\n+ Is relief like moving laterally inside Corp? Usually lateral movement is employee initiated, but can also be \"suggested\" by manager, so maybe different.\n+ Engineers and managers usually move laterally every 1-3 years. Fresh problems, fresh people--keeps one from getting comfortable.\nClaim: as relief becomes more commonplace, it feels less like a punishment.\nRelieved commanders could often regain or exceed their old positions in only a year if they had success again.\nUse relief as a tool to prevent complacency--if you notice someone just coasting, relieve them. Need to keep them engaged.\nTwo extremes of management: micromanagement vs complete autonomy. Relief is the price of autonomy. Relief allows managerial \"liquidity\", like a credit card. You are given a loan of autonomy with the price (relief) due in 60-90 days if you don't succeed.\n+ Imagine in Corp you get a manager promo / extra headcount / project lead for a half, then reshuffled if you don't hit success criteria.\n+ Claim: prevents the Peter Principle (every employee rises to their level of incompetence) by facilitating quick level promotions (to find their plateau) then quickly relieving once you've exceeded their plateau.\n\n","id":"https://phlip9.com/notes/management/relieve often - why generals were more successful in WWII/","title":"relieve often - why generals were more successful in WWII"},"https://phlip9.com/notes/misc/":{"body":"","id":"https://phlip9.com/notes/misc/","title":"misc"},"https://phlip9.com/notes/misc/arm target triples/":{"body":"arm target triples\n\nSource: https://bgamari.github.io/posts/2019-06-12-arm-terminology.html\nTripleArchitectureEndiannessFloating pointABI\nARMv8\naarch64-linux-gnuAArch64LittleHardLinux\narmv8l-linux-gnuAArch32LittleHardLinux\nARMv7\narmv7l-linux-gnueabiARMv7LittleSoftLinux\narmv7l-linux-gnueabihfARMv7LittleHardLinux\narmv7a-linux-gnueabiARMv7LittleSoftLinux\narmv7a-linux-gnueabihfARMv7LittleHardLinux\narmv7-linux-androideabiARMv7LittleSoft?Linux\nARMv6\narm-linux-gnueabiARMv6LittleSoftLinux\narm-linux-gnueabihfARMv6LittleHardLinux\narm-none-eabiARMv6LittleSoftEmbedded\narm-none-eabihfARMv6LittleHardEmbedded\n\n","id":"https://phlip9.com/notes/misc/arm target triples/","title":"arm target triples"},"https://phlip9.com/notes/misc/envsubst/":{"body":"envsubst\n\n\nSubstitute environment variables ($VARS) in stdin with current env values and output to stdout.\n\nexamples\n \n #\n \n\n\n# envsubst\n#\n# Substitutes environment variables with their value in shell format strings.\n# Variables to be replaced should be in either `${var}` or `$var` format.\n#\n# More information: <https://www.gnu.org/software/gettext/manual/html_node/envsubst-Invocation.html>.\n\n# Replace environment variables in stdin and output to stdout:\n$ echo 'I live at $HOME.' | envsubst\nI live at /home/phlip9.\n\n# Replace environment variables in an input file and output to stdout:\n$ cat path/to/input_file\nI live at $HOME.\nMy name is $USERNAME.\n\n$ envsubst < path/to/input_file\nI live at /home/phlip9.\nMy name is phlip9.\n\n# Replace only some environment variables from a space-separated list:\n$ envsubst '$USERNAME' < path/to/input_file\nI live at $HOME.\nMy name is phlip9.\n\n","id":"https://phlip9.com/notes/misc/envsubst/","title":"envsubst"},"https://phlip9.com/notes/misc/git multirepo to monorepo/":{"body":"git multirepo to monorepo\n\nthe setup\n \n #\n \n\n\n\nWe currently have a private repo and a public repo, mono and pub.\nThe pub repo is already exists as a published and open-source repo.\nWe'd like to merge pub into mono as a subdirectory mono/pub-dir.\nThe conversion must not lose the original pub subrepo history.\nThe migrated pub subrepo will still be published as a public, mostly read-only open source repo.\nThe conversion should not require a force-push rewrite of the pub subrepo history.\nFor privacy, new commits in mono that don't touch the mono/pub-dir subdirectory must not appear in the published pub subrepo.\ngit blame must continue to work as expected.\nFiltering and publishing changes from the monorepo to one of the subrepos should easily run in CI.\nIt should work with the built-in git tools.\n\n(0) current state\n \n #\n \n\n\nFirst, let's orient ourselves with the two repos:\n~/pub$ exa --tree\n.\n├── README.md\n└── client\n └── ..\n\n~/pub$ git lg\n* 5de880b - pub: add client (HEAD -> master)\n* ff12305 - pub: initial commit\n\n~/mono$ exa --tree\n.\n├── README.md\n└── backend\n └── ..\n\n~/mono$ git lg\n* e89ca6f - mono: add backend (HEAD -> master)\n* 5017487 - mono: initial commit\n\nUltimately we'd like our mono repo to look like:\n$ ~/mono$ exa --tree\n.\n├── README.md\n├── backend\n│ └── ..\n└── pub-dir # `pub-dir` will contain the `pub` subrepo\n ├── README.md\n └── client\n └── ..\n\nThe published pub subrepo will look the same immediately after conversion, but will exist as a \"projected\" view of the mono repo.\n(1) move all files in pub into the subdirectory\n \n #\n \n\n\nThe first step is to prepare the pub subrepo by creating a commit that moves all files into the desired future subdirectory of the monorepo.\nFor this example, we'll move all the files in pub into a new pub-dir subdirectory:\n# prepare public repo by moving all files into new `pub-dir` subdir.\n~/pub$ git branch migration\n~/pub$ mkdir ./pub-dir\n~/pub$ git ls-tree -z --name-only HEAD \\\n\t| xargs -0 -I{} git mv \"{}\" ./pub-dir/\n~/pub$ git commit -m \"pub: prepare for monorepo migration\"\n\n~/pub$ git lg\n* 33708aa - pub: prepare for monorepo migration (HEAD -> migration)\n* 5de880b - pub: add client (master)\n* ff12305 - pub: initial commit\n\nThis approach preserves the histories in both repos and doesn't require rewriting the public repo's existing history. When we push new changes from the mono repo to the pub subrepo, the existing public repo will continue to have its original history, just with new commits added on top!\n(2) git merge --allow-unrelated-histories\n \n #\n \n\n\nOnce the pub repo is prepared, we move into the mono repo and merge the two independent histories into one.\nThe key trick here is to use git merge --allow-unrelated-histories, which lets us have two \"root\" initial commits in the repo. In other words, our git history is no longer a single tree, but a \"forest\", which eventually grows together into one linear history.\nIn diagram form:\n* - mono+pub: merged linear history\n|\n⁞\n|\n* - mono+pub: merge commit\n|\\\n| *\n* \\\n| *\n⁞ ⁞\n⁞ * - pub: initial commit\n|\n* - mono: initial commit\n\nLet's do that now. We import all commits on master from the subrepo into the main mono repo. Best part: this works flawlessly with git blame!\n# Fetch the public repo from a local directory or remote url.\n# In our case `pub` is just in the parent directory:\n~/mono$ git remote add pub ../pub\n~/mono$ git fetch --no-tags pub migration\n~/mono$ git merge --allow-unrelated-histories pub/migration\n\n# See the two independent histories merged into one linear\n# history, without losing either history.\n~/mono$ git lg\n* 3888a45 - mono: merge pub repo into subdir (HEAD -> master)\n|\\\n| * 33708aa - pub: prepare for monorepo migration (pub/migration)\n| * 5de880b - pub: add client (pub/master)\n| * ff12305 - pub: initial commit\n* e89ca6f - mono: add backend\n* 5017487 - mono: initial commit\n\n# Push the migrated `mono` history.\n~/mono$ git push origin master\n\nNote: you can do this without git push'ing until the end, but it's somewhat tedious to describe in tutorial format.\n(3) git push new subrepo history upstream\n \n #\n \n\n\nNow that we have all the subrepos merged into mono, we only need to make changes in one place--no more PRs split across repos!\nOf course we still want changes to the subrepos inside mono to get pushed out to the public repos. We can accomplish this with git subtree split. We'll do this in a fresh clone, since it mangles the current repo state...\n# We project the monorepo history into it's public-only form.\n# This approach completely preserves the original public commits!\n#\n# NOTE: the subshell:\n#\n# ```\n# git rev-list --max-parents=0 pub/migration | tail --lines=1\n# ```\n#\n# simply picks out the root initial commit from the `pub`\n# subrepo history.\n\n# Get a fresh clone of the `mono` repo.\n~/$ git clone <origin-mono-repo-git-url> mono && cd mono\n~/mono$ git remote add pub <origin-pub-repo-git-url>\n~/mono$ git fetch pub\n~/mono$ git switch master\n\n# Project the `pub` subrepo history from the `mono` repo history.\n~/mono$ git subtree split \\\n\t--prefix=pub-dir/ \\\n\t--onto=$(git rev-list --max-parents=0 pub/migration | tail --lines=1)\n198017b02ffa2d45f301f6b9ba6424c4e849251b\n~/mono$ git reset --hard 198017b02ffa2d45f301f6b9ba6424c4e849251b\n\n# This is the \"projected\" `pub` repo history with new commits from\n# the `mono` repo.\n#\n# Note: commits that don't touch the `pub-dir/` subrepo will be\n# safely ignored.\n~/mono$ git lg\n* 198017b - mono+pub: this commit touches files on / and pub-dir/ (HEAD -> master)\n* 3269fbc - pub: this commit only touches files in pub-dir/\n* c7b8b55 - pub: prepare for monorepo migration\n* 5de880b - pub: add client (pub/master)\n* ff12305 - pub: initial commit\n\n# Push the projected `pub` history to the upstream `pub` repo.\n~/mono$ git push pub master\n\nNote: If we use git subtree split without --onto=<pub-initial-commit>, it will fail to determine the original subrepo root commit. Instead it will just squash all changes pre-merge, which is not what we want!\nappendix\n \n #\n \n\n\nThis section contains other alternative approaches that didn't work well for one reason or another. Feel free to skip everything below.\n(1) more janky git mv all files into subdir\n \n #\n \n\n\n~/pub$ git ls-files \\\n\t| sed -n -E \"s/^([^\\/]*)\\/?.*$/\\1/p\" \\\n\t| uniq \\\n\t| grep -v \"^pub-dir\" \\\n\t| xargs -I{} git mv \"{}\" ./pub-dir/\n\n(1) (alt) rewrite history into subdirectory\n \n #\n \n\n\nYou can also use git filter-repo to rewrite the whole commit history, as-if it had been written inside a subdirectory from the beginning:\n# install the `git filter-repo` tool, which replaces the (apparently\n# unsafe?) built-in filter-branch\n(deb)$ sudo apt install git-filter-repo\n(macOS)$ brew install git-filter-repo\n\n# After this command, all files in the current commit and all past\n# commits will be moved into the public-dir/ subdirectory.\n#\n# You'll need to do this in fresh repo clone, since this command trashes\n# all repo commits.\n~/pub$ git filter-repo --to-subdirectory-filter pub-dir\n\nThis approach will require a force-push, overwriting the original pub repo history as the later git subtree split doesn't appear to be fully lossless in this case, causing the commit hashes change. Note: this will only affect the commit hashes of the pub repo history after push. The changes in each commit will still appear (almost) exactly the same, i.e., they're still in the root directory.\n(2) (alt) git subrepo\n \n #\n \n\n\nSkip step (1) if you use this approach.\nThe git subrepo tool is a user-friendly alternative to the git submodule and git subtree commands.\n(macOS)$ brew install git-subrepo\n\n# git subrepo clone <remote-url> <subdir>\n~/mono$ git subrepo clone ../pub ./pub-dir\n\nUnfortunately, git subrepo clone squashes all the commit history before the merge. If you're just looking to vendor a dependency or don't care about the original history, this approach might be for you.\n(2) (alt) git subtree add\n \n #\n \n\n\nSkip step (1) if you use this approach.\ngit subtree is a built-in tool that lets you keep other repos phyiscally inside your main repo. If you don't care about git blame working, then this is an easier method.\n# git subtree add --prefix=<subdir> <remote-url> <remote-ref>\n~/mono$ git subtree add --prefix=pub-dir/ ../pub master\n\ngit subtree add at least preserves the original history, but git blame only works down to the merge commit for subtree files. :'(\n(2) (alt) git read/write/commit-tree\n \n #\n \n\n\nSkip step (1) if you use this approach.\nUsing some low-level git porcelain, we can merge the subrepo into a subdirectory without touching the subrepo. This method effectively creates a new tree object in the git db whose contents are a single subdirectory with the pub/master root tree. We then create a merge commit pointing to (1) the existing mono repo master commit and (2) the new manually created commit.\nUnfortunately, while the end result looks almost the same as [[#(1) move all files in pub into the subdirectory]], it appears to break git blame. :'(\n~/mono$ git remote add public ../public\n~/mono$ git fetch --no-tags public master\n~/mono$ git read-tree --prefix=public/ public/master\n~/mono$ git write-tree\nf1b1ee12e1d679ec84c282049102e2654efc4b67\n\n~/mono$ git commit-tree f1b1ee12e1d679ec84c282049102e2654efc4b67 \\\n\t-p master -p public/master -m \"monorepo merge\"\n046d3298b9976d50fa379fa071f57bc1158aca5b\n\n~/mono$ git reset 046d3298b9976d50fa379fa071f57bc1158aca5b && git restore .\n\n~/mono$ git lg\n* 854b553 - monorepo merge (HEAD -> master)\n|\\\n* | 5b02f51 - mono: add backend (origin/master)\n| * 7709d49 - pub: add client (public/master)\n\nother monorepo tools\n \n #\n \n\n\n\n(java) google/copybara\n(hack) facebook/fbshipit - Copy commits b/w repos\n(php) symplify/monorepo-split-gh-action\n(sh) ingydotnet/git-subrepo\n(py) newren/git-filter-repo\n(go) splitsh/lite\n(sh) SimonBaeumer/sync-monorepo\n\\[\n\\]\n\n\n","id":"https://phlip9.com/notes/misc/git multirepo to monorepo/","title":"git multirepo to monorepo"},"https://phlip9.com/notes/misc/kintsugi/":{"body":"kintsugi\n\n\nKintsugi (金継ぎ, \"golden joinery\") is the Japanese art of repairing broken pottery by mending the areas of breakage with lacquer dusted or mixed with powdered gold, silver, or platinum.\nAs a philosophy, it treats breakage and repair as part of the history of an object, rather than something to disguise.\n\n\n\n\n\n\n\n\nFirst, watch this introductory 5 min video: https://www.youtube.com/watch?v=QEJ23t940UY\nphilip's first attempt\n \n #\n \n\n\nWith the broken pieces in front of you, first \"dry fit\" them together and plan the order you'll join each piece.\nThe fewer pieces you have, the easier it'll be. Two or three separate pieces seems best as far as outcome, but you usually don't get to choose how your favorite bowl shatters on the kitchen floor : )\nLightly sand the edges, then wash the pieces to get rid of the dust. Quickly dry with a paper towel.\nNow you're ready to glue pieces together! You can either try to glue everything in one go, or play it safe and glue one section at a time, letting the join dry for an hour or two and only then gluing the next section. I tried to glue all 5 of my pieces together at once and it was definitely too much. Next attempt I'll probably go one-at-a-time.\nPrepare the glue and (fake) gold powder mix. Now's also a good time to lay out a piece of cardboard to work on. Uncap the epoxy (don't worry, it's resealable!) and press out so you get even parts of each epoxy component. Then put a small bit of gold powder on the liquids. You need a lot less than you think! Add just a little bit, mix in with the epoxy, and see if it looks good. Worst case it looks a bit thin and you just add some more powder.\nMix the epoxy thoroughly. I spent maybe 1m 30sec mixing. Really scrape up the stuff on the surface and mix it up, otherwise the epoxy won't bond properly.\nWith a cheap wooden chopstick or plastic knife, gather up a little gold glue and bead it along one edge of a piece. You want enough so that it bulges out just a little when pressed together. One good reason to do a pair of pieces at a time is that you'll learn how much you need after the first join, and won't be rushed on the next. You may also need to add a little extra to fill in areas where the ceramics are chipped and don't sit flush.\nPress together the two glued pieces and hold until it sets. Repeat for all the different pieces.\nOnce the piece has dried, you can do a final \"touch up\" with an x-acto knife. Scrape off any stray splatters or cut-even any messy lines. Do this carefully so you don't leave any big marks.\nIf you really mess up and accidentally smudge the glue before it's set (like I did), or just don't like the look, you can try again. Take an x-acto knife and scrape/cut off the glue above the join, leaving the pieces still glued together and the surface now flush. Maybe sand it a bit too? Who knows. Unfortunately, the glue beneath the surface isn't as shiny, so mix some more glue + gold powder and this time lay a small, thin layer on the already-glued surface.\nThe pros seem to do this by painting a clear glue on the surface with a very thin brush, then dusting the gold powder on top. I don't have a brush though, so I just mixed the glue+powder and used another chopstick.\nAs a final note, the epoxy I bought doesn't appear to be food safe, so don't eat with your repaired ceramics!\nother helpful resources\n \n #\n \n\n\nA useful comment from the video:\n\nFirstly, if it's for something you eat on then it needs to be food-safe this is less to do with actually eating it and more about toxic stuff that can come out when you wash it or if it comes into contact with acidic foods or something. Food safe glue sometimes it's sold as 'epoxy' rather than glue. The recommendation is to ask your local arts & craft store about it as there are literally hundreds of brands.\nSecondly, even if you find food-safe glue just beware that most glues are not designed to withstand boiling water so gluing a teapot like this might not be the best idea.\nThirdly, the recommendation is to use a two-part mix glue (like you have to add the parts together first before gluing) they are usually slower drying and thicker. You want the glue to make up part of the crack (as compared to superglue which is so thin you can effectively attach two pieces together with no gap) Another recommendation is to mix the gold powder in with the glue first, so it's gold powder suspended in the glue. just because the dusting on at the end makes quite a thin covering and it can wash off easily if you rub it however if you are using actual gold then don't do that as it's a huge waste. We used craft store gold powder.\nLastly, another recommendation is to glue it first, then sand it back, and then use a fine brush to add some more glue and gold powder so the lines are thinner, more delicate, and flush with the ceramic.\n\nUnfortunately, the epoxy I bought doesn't appear the be food safe, so these will just have to be for display only.\nAnother nice video: https://youtu.be/eO9CnS-NqO8\n\nThe next step is to sand the edges. It took me about an hour. My theory was to sand the \"edge-of-the-edge\" on each piece, so there would be a bit of a gap between two broken pieces, but the two pieces would still fit together exactly in the mostly unsanded middle.\nSwap between sanding an edge, then fitting it together and looking at the gap, then back to sanding some more. Imagine there is gold between the gap; keep sanding if you want more gold to show. If you don't sand much, you'll get a hairline strip of gold. If you sand more, you'll get a wider, thicker join.\n\nThough this didn't work as well as I thought.\nwishlist for next time\n \n #\n \n\n\n\na fine brush for detail work\na new x-acto knife\nwant to try some polish-level grit sandpaper\nbuy a higher end kit with real gold + silver powder: https://kintsugi-kit.com/products/traditional-tsugukit-gold-silver\nfollow this blog's more legit process: https://fellerts.no/projects/kintsugi.php\n\n","id":"https://phlip9.com/notes/misc/kintsugi/","title":"kintsugi"},"https://phlip9.com/notes/misc/optimization solvers/":{"body":"optimization solvers\n\nUseful HN thread with pointers\nMiniZinc Challenge - Benchmarks and optimality for different solvers on different problems\nHans Mittelmann - Benchmarks for Optimization Software\nGoogle OR-Tools\n \n #\n \n\n\nGoogle OR-Tools\n\nLarge suite of solvers for ILP (via different backends), built-in LP, graph flows, combinatorial optimization.\nOpen source, Apache 2.0, lots of activity\n\nOSQP\n \n #\n \n\n\nOperator Splitting Quadratic Program (OSQP)\n\nsupports convex optimization problems\nclaims performance competitive with Gurobi\nfree, open-source, academic license\nwritten in C, easily embeddable, has a Rust interface osqp.rs\na CUDA implementation also exists? very nice. cuosqp\n\nGurobi\n \n #\n \n\n\nGurobi\n\ncommerical, paid licenses\nlicense model not really tuned for production deployment to cloud infrastructure\nby far the most comprehensive toolkit\ntypically the fastest on most problems I've used it on\nused it a long time ago for a CS170 project phlip9/Kidney-Exchange-Solvers which needed a Mixed-Integer Linear Problem (MILP) solver\n\n","id":"https://phlip9.com/notes/misc/optimization solvers/","title":"optimization solvers"},"https://phlip9.com/notes/misc/pop_OS! tweaks/":{"body":"pop_OS! tweaks\n\nUI gets slow and choppykjkj\n \n #\n \n\n\n\nrestart gnome-shell: ALT-F2 > \"r\" > Enter\n\nTry also disabling ubuntu-appindicators extension: Super > Extensions > Ubuntu AppIndicators > Disable\nGraphics drivers stop working after apt upgrade / kernel update\n \n #\n \n\n\nThe nvidia graphics drivers are likely too old for the new kernel version.\nFor example, when I was upgrading to the new kernel (6.1.8 I think?), my older nvidia drivers (510) failed to build the nvidia/510 dkms kernel module for some inscrutable reason.\nYou can procrastinate on fixing this for a bit, by setting the previous kernel version as the default boot kernel. Do this by rebooting while holding down SPACE. In the boot recovery menu, press d while highlighting the old kernel config to set as default. Then hit enter to boot into the previous, working configuration.\nTo actually repair the issue, reboot up to the login screen. Trying to login will fail to a black screen; instead, hit ALT-F5 to enter a raw TTY.\nThen update to the latest nvidia drivers:\n$ sudo ubuntu-drivers install\n\nAfter rebooting, the issue was fixed for me.\n","id":"https://phlip9.com/notes/misc/pop_OS! tweaks/","title":"pop_OS! tweaks"},"https://phlip9.com/notes/misc/prepping RPI for embedded dev/":{"body":"prepping RPI for embedded dev\n\nhost: SSH into new rpi\n \n #\n \n\n\n$ ssh rpi00.local\n\nrpi: update and install basic tools\n \n #\n \n\n\n$ sudo apt update && sudo apt upgrade\n$ sudo apt install vim\n\nrpi: configure systemd journal to only log to RAM\n \n #\n \n\n\nThis step helps avoid lots of IO writes to the SD Card, which will significantly extend its lifetime.\n$ sudo cat > /etc/systemd/journald.conf.d/ram-only-journal.conf <<EOF\n[Journal]\nStorage=volatile\nRuntimeMaxUse=100M\nForwardToSyslog=no\nEOF\n\nrpi: (optional) set rpi hostname\n \n #\n \n\n\nIt takes too long to build a new image with a different hostname, so we'll set\nthe hostname after the fact. Make sure the hostname is not the default raspberrypi.\n$ sudo hostnamectl set-hostname kyoto\n\nrpi: (optional) add other ssh pubkeys\n \n #\n \n\n\nForgot to add this when formatting the SD card...\n$ echo \"ssh-ed25519 AAAAC3NzaC1lZDI1NTE5AAAAIB3x6Xx0674lyf2DGstduaGjyA1ARqdeGc6PgHZMbwCK philiphayes@philiphayes-mbp\" >> ~/.ssh/authorized_keys\n\nrpi: (optional) enable kernel I2C bus\n \n #\n \n\n\n$ sudo raspi-config\n\nSelect Interface Options > Enable I2C\nrpi: (optional) enable kernel SPI Bus\n \n #\n \n\n\n$ sudo raspi-config\n\nSelect Interface Options > Enable SPI\nrpi: (optional) enable kernel PWM controller\n \n #\n \n\n\nIn /boot/config, add the line: dtoverlay=pwm.\nrpi: reboot\n \n #\n \n\n\n$ sudo reboot\n\nhost: install cross-compiling toolchain\n \n #\n \n\n\n$ sudo apt install gcc-arm-linux-gnueabihf\n\n","id":"https://phlip9.com/notes/misc/prepping RPI for embedded dev/","title":"prepping RPI for embedded dev"},"https://phlip9.com/notes/misc/rgbxmas/":{"body":"rgbxmas\n\nsetup\n \n #\n \n\n\nFirst, plug the USB cable into your machine (macOS, Windows, Linux, whatever). The board should power up and show the little demo; press the UP button to go to the next screen.\nOn your machine, a USB-drive called CIRCUITPY should also pop up. This is the Adafruit Matrix Portal set up with CircuitPython ready for programming.\nThe Matrix Portal's got lots of features and room for other peripherals and sensors. it can even connect to stuff on the internet, so you can make a weather display, read some tweets, show the bitcoin price... : )\nIn the CIRCUITPY directory, there should be a code.py file. This contains the code for the demo, which is also listed below, see: demo code.\nCircuitPython makes it super painless to write code for little microcontroller boards like this. It ain't gonna be the fastest, but it's pretty easy to get stated. To get some basic code going, you literally just edit the code.py file, save it, and the board will auto-restart with the new updates.\nI'd probably start with the Mu editor here: https://codewith.mu/en/download. It's bare-bones, but it'll work in the beginning.\nI've already setup the board so everything should be good to go. With the board plugged in, just open the Mu editor, press the \"Mode\" icon, and select \"CircuitPython\". Then you should be able to edit the code, save, and see the changes appear on the device.\nAlso check out Adafruit's MatrixPortal overview: https://learn.adafruit.com/adafruit-matrixportal-m4/overview\nand the CircuitPython Essentials guide: https://learn.adafruit.com/circuitpython-essentials/circuitpython-essentials\nand the detailed CircuitPython core modules documentation: https://docs.circuitpython.org/en/latest/shared-bindings/index.html\nblink the board LED\n \n #\n \n\n\nHere's a basic example to get started: it blinks an LED on the board itself (not the display) on/off every 0.5 seconds.\n# file: code.py\n\nimport board\nimport digitalio\nimport time\n\n# This a the little red LED on the MatrixPortal m4 board,\n# not the big LED matrix panel. It's located right above\n# the \"adafruit\" logo.\nled = digitalio.DigitalInOut(board.LED)\nled.direction = digitalio.Direction.OUTPUT\n\n# This block loops endlessly\nwhile True:\n # Turn on the LED, then wait for 0.5 seconds\n led.value = True\n time.sleep(0.5)\n\n # Turn off the LED, then wait for 0.5 seconds\n led.value = False\n time.sleep(0.5)\n\ngetting help from the REPL\n \n #\n \n\n\nThe panel opened by the \"Serial\" button doesn't just show the print output of the device, but also let's you interact with it. This is called a REPL (Read-Evaluate-Print-Loop) and lets you quickly play with bits of code or explore different modules.\nTo enter the REPL:\nIf your program has finished, you should see this message:\nAuto-reload is on. Simply save files over USB to run them or enter REPL to disable.\ncode.py output:\n\nCode done running.\n\nPress any key to enter the REPL. Use CTRL-D to reload.\n\nIn this case just press the \"Enter\" key in the Serial box and you should see the REPL pop up:\nAdafruit CircuitPython 7.3.3 on 2022-08-29; Adafruit Matrix Portal M4 with samd51j19\n>>>\n\nIf some code is running (like the infinite blink example above), you may need to hit CTRL-C to stop the program first (though it seems a bit flaky, I had to hold the keys down for a second or two to get it to work).\nWith the REPL open, we can see all the available built-in modules by typing \"import \" (with the space) then hitting the TAB key to auto-complete:\n>>> import ^TAB\nbuiltins micropython __future__ _asyncio\n_bleio adafruit_bus_device\nadafruit_bus_device.i2c_device adafruit_bus_device.spi_device\nadafruit_pixelbuf alarm analogio\narray atexit audiobusio audiocore\naudioio audiomixer audiomp3 binascii\nbitbangio bitmaptools board busio\ncollections countio digitalio displayio\nerrno fontio framebufferio frequencyio\ngc getpass gifio i2cperipheral\nio json keypad math\nmicrocontroller msgpack neopixel_write\nonewireio os ps2io pulseio\npwmio rainbowio random re\nrgbmatrix rotaryio rtc samd\nsdcardio select storage struct\nsupervisor synthio sys terminalio\ntime touchio traceback usb_cdc\nusb_hid usb_midi uselect vectorio\nwatchdog zlib\n\nDon't worry about what most of these do for now.\nIf you want to get very very detailed documentation about these modules, you can check the CircuitPython Modules reference.\nLet's check out the time module we used in the previous example:\n>>> import time\n>>> help(time)\nobject <module 'time'> is of type module\n __name__ -- time\n monotonic -- <function>\n sleep -- <function>\n struct_time -- <class 'struct_time'>\n localtime -- <function>\n mktime -- <function>\n time -- <function>\n monotonic_ns -- <function>\n\nWe can get the number of seconds since the board powered on by calling time.monotonic():\n>>> time.monotonic()\n1003.53\n\nWe use this one a lot in the demo.\nFrom the REPL we can define functions and variables just like we expect:\n>>> def f(x):\n\t# f(x) = 4x^2 - 4x - 24\n\tx_squared = x**2\n return 4*x_squared - 4*x - 24\n>>> f(0)\n-24\n>>> print(\"wow look f(3) is zero:\", f(3))\n\nWe can exit the REPL again by hitting CTRL-D.\ndisplaying text\n \n #\n \n\n\nThis example requires the adafruit_display_text and adafruit_matrixportal libraries, which are not built-in modules. Most interesting libraries are not built-in, as they are updated more frequently than the base modules and would otherwise take up too much space on the device.\nTo install these community libraries, go to https://circuitpython.org/libraries and download the zip file under \"Bundle for Version 7.X\" (I've installed CircuitPython version 7.3.3).\nOpening the adafruit-circuitpython-bundle-7.x.zip file there should be a lib folder, with the adafruit_display_text and adafruit_matrixportal folders inside (among many others).\nCopy the those two folders from the .zip file to the mounted CIRCUITPY/lib/ folder to install the library.\nimport terminalio\n\nfrom adafruit_display_text import label\nfrom adafruit_matrixportal.matrix import Matrix\n\n# This call creates the Matrix display object.\n#\n# `bit_depth` can range from 1 to 6; higher numbers allow\n# for more color shades to be displayed, but increase memory\n# usage and slow down your Python code.\n#\n# If you just want to show primary colors\n# plus black and white, use 1. Otherwise, try 3, 4 and 5\n# to see which effect you like best.\nmatrix = Matrix(\n bit_depth=4,\n)\ndisplay = matrix.display\n\n# this is a text area with two lines like\n# | Hello |\n# | World |\ntext_area = label.Label(\n terminalio.FONT,\n text=\"Hello\\nWorld\", # '\\n' stands for newline\n color=0x113311, # this is the RGB (Red Green Blue) color\n)\n# this is the starting position of the text on the board,\n# counting pixels from the top-left.\ntext_area.x = 16\ntext_area.y = 8\ndisplay.show(text_area)\n\n# You can add more effects in this loop. For instance, maybe\n# you want to set the color of each label to a different\n# value\nwhile True:\n display.refresh()\n\ndemo code\n \n #\n \n\n\nThis demo shows a few screens with some cool graphics.\nNote that it requires the adafruit_display_text library is copied into the CIRCUITPY/lib/ directory. See displaying text for more details on libraries.\n# code.py\n\nimport random\nimport time\nimport math\nfrom math import trunc, sin, cos, sqrt\n\nimport board\nimport countio\nimport digitalio\nimport displayio\nimport framebufferio\nimport rgbmatrix\nimport terminalio\nimport vectorio\n\nfrom adafruit_display_text import label\n\n# create a new `Display` object for the big RGB matrix display\ndef make_display(bit_depth=6, brightness=0.5):\n displayio.release_displays()\n matrix = rgbmatrix.RGBMatrix(\n width=64,\n height=32,\n bit_depth=bit_depth,\n # NOTE: for some reason the board has reversed the green and blue pins,\n # so we just swap them here to get standard RGB ordering\n rgb_pins=[\n board.MTX_R1,\n board.MTX_B1,\n board.MTX_G1,\n board.MTX_R2,\n board.MTX_B2,\n board.MTX_G2,\n ],\n addr_pins=[\n board.MTX_ADDRA,\n board.MTX_ADDRB,\n board.MTX_ADDRC,\n board.MTX_ADDRD,\n ],\n clock_pin=board.MTX_CLK,\n latch_pin=board.MTX_LAT,\n output_enable_pin=board.MTX_OE\n )\n display = framebufferio.FramebufferDisplay(matrix)\n display.brightness = brightness\n return display\n\ndef rgb_to_int(r, g, b):\n return (r << 16) | (g << 8) | b\n\ndef percent_to_byte(t):\n return round(t * 255.0) & 255\n\ndef hue_to_rgb_ratio(p, q, t):\n if t < 0.0:\n t += 1.0\n elif t > 1.0:\n t -= 1.0\n\n if t < 0.166667:\n return p + (q - p) * 6.0 * t\n elif t < 0.5:\n return q\n elif t < 0.666667:\n return p + (q - p) * (0.666667 - t) * 6.0\n else:\n return p\n\n# convert Hue-Saturation-Lightness to RGB color\n# `h` is the Hue, in degrees (0 -> 360)\n# `s` is the Saturation, between 0.0 and 1.0\n# `l` is the Lightness, between 0.0 and 1.0\ndef hsl(h, s, l):\n # all greys if saturation is 0\n if s == 0.0:\n l = percent_to_byte(l)\n return rgb_to_int(l, l, l)\n\n h = h / 360.0\n\n q = 0.0\n if l < 0.5:\n q = l * (1.0 + s)\n else:\n q = l + s - (l * s)\n p = 2.0 * l - q\n\n r = percent_to_byte(hue_to_rgb_ratio(p, q, h + 0.333333))\n g = percent_to_byte(hue_to_rgb_ratio(p, q, h))\n b = percent_to_byte(hue_to_rgb_ratio(p, q, h - 0.333333))\n\n return rgb_to_int(r, g, b)\n\n# the fractional part of a float. ex: `frac(1.75) == 0.75`.\ndef frac(x):\n return x - trunc(x)\n\n# clamp `x` so the output is always between `x_min` and `x_max`.\ndef clamp(x_min, x_max, x):\n return min(x_max, max(x_min, x))\n\n# linearly interpolate between `start` and `end`, using `t` between 0.0 and 1.0\n# as the \"interpolation distance\"\ndef lerp(start, end, t):\n return t * start + (1.0 - t) * end\n\n# saw-tooth signal, between y = 0.0 and 1.0, with period = 1.0\ndef saw(t):\n return math.fabs(2.0 * frac(t) - 1.0)\n\n# exponential ease in-out function\n# see: <https://easings.net/#easeInOutExpo>\n# this is defined for x between 0.0 and 1.0\ndef ease_in_out_exp(x):\n if x < 0.5:\n return 0.5 * math.pow(2.0, 20.0 * x - 10.0)\n else:\n return 1.0 - 0.5 * math.pow(2.0, -20.0 * x + 10.0)\n\n# see: <https://mathworld.wolfram.com/SincFunction.html>\ndef sinc(x):\n a = math.pi * x\n return sin(a) / (a+0.001)\n\ndef parabola(x, k):\n return math.pow(4.0 * x * (1.0 - x), k)\n\nclass Screen:\n def __init__(self, display):\n pass\n\n def update(self, display):\n pass\n\n# shows \"PRESS UP >>\", with the \">>\" bouncing every few seconds.\nclass StartScreen(Screen):\n def __init__(self, display):\n group = displayio.Group()\n\n # the \"PRESS UP\" text\n press_up = label.Label(terminalio.FONT, text=\"PRESS UP\")\n press_up.x = 4\n press_up.y = 14\n group.append(press_up)\n\n # the two '>' arrows on the right\n arrow_group = displayio.Group()\n\n arrow_right_1 = label.Label(terminalio.FONT, text=\">\")\n arrow_right_1.x = 52\n arrow_right_1.y = 14\n arrow_group.append(arrow_right_1)\n\n arrow_right_2 = label.Label(terminalio.FONT, text=\">\")\n arrow_right_2.x = 54\n arrow_right_2.y = 14\n arrow_group.append(arrow_right_2)\n group.append(arrow_group)\n\n display.show(group)\n\n self.arrow_group = arrow_group\n\n def update(self, display):\n t = time.monotonic()\n\n # self.arrow_group.x = round(2.0 * ease_in_out_exp(0.5 * sin(3.0 * t) + 0.5) - 4.0)\n\n # t = math.fmod(t, 5.0)\n # self.arrow_group.x = round(8.0 * sinc(0.54 * (t - 2.5)))\n\n # repeat \"bounce\" every 3 sec\n t = math.fmod(t, 3.0)\n self.arrow_group.x = round(4.0 - 4.0 * parabola(0.333333 * t, 7))\n\n display.refresh()\n\n# makes a big circle wave across the screen in a loop\nclass CircleScreen(Screen):\n def __init__(self, display):\n group = displayio.Group()\n\n palette = displayio.Palette(2)\n palette[0] = hsl(215, 0.42, 0.34)\n palette[1] = hsl(0, 0, 0.0)\n\n circle_outer = vectorio.Circle(\n pixel_shader=palette,\n radius=16,\n x=0,\n y=0,\n color_index=0,\n )\n group.append(circle_outer)\n\n circle_inner = vectorio.Circle(\n pixel_shader=palette,\n radius=15,\n x=0,\n y=0,\n color_index=1,\n )\n group.append(circle_inner)\n display.show(group)\n\n self.palette = palette\n self.group = group\n\n def update(self, display):\n t = time.monotonic()\n\n # make the circle wave across the screen\n self.group.x = round(math.fmod(64.0 * t, 110.0) - 25.0)\n self.group.y = int(8.0 * sin(3.0 * t)) + 16\n\n # slowly rotate the hue of the circle over time\n t_color = 0.5 * sin(1.0 * t) + 0.5\n hue = lerp(0.0, 180.0, t_color)\n self.palette[0] = hsl(hue, 0.75, 0.50)\n\n display.refresh()\n\n# test the display's color\nclass ColorTestScreen(Screen):\n def __init__(self, display):\n width = 64\n height = 32\n num_colors = 256\n\n # start with all greyscale\n palette = displayio.Palette(num_colors)\n for idx in range(num_colors):\n palette[idx] = rgb_to_int(idx, idx, idx)\n\n # fill the bitmap with 0..=255\n bm = displayio.Bitmap(width, height, num_colors)\n for y in range(height):\n for x in range(width):\n # use the same color every 8 pixels in the y-direction\n color_idx = (y // 8) * width + x\n bm[x, y] = color_idx\n bm.dirty()\n\n tg = displayio.TileGrid(bm, pixel_shader=palette)\n\n group = displayio.Group()\n group.append(tg)\n\n display.show(group)\n\n self.num_colors = num_colors\n self.palette = palette\n self.prev_update_t = time.monotonic()\n\n def update(self, display):\n t = time.monotonic()\n dt = t - self.prev_update_t\n\n # every 5 sec change the color spectrum to a random hue and saturation\n # with lightness evenly between 0.0 and 1.0\n if dt > 5.0:\n num_colors = self.num_colors\n hue = random.randint(0, 360)\n saturation = random.random()\n print(f\"hue: {hue}, saturation: {saturation}\")\n\n for idx in range(num_colors):\n self.palette[idx] = hsl(hue, saturation, 0.5 * (idx / num_colors))\n\n self.prev_update_t = t\n display.refresh()\n\n# run a random [Conway's Game of Life](https://www.wikiwand.com/en/Conway%27s_Game_of_Life)\n# simulation every ~30 sec\nclass GameOfLifeScreen(Screen):\n def __init__(self, display):\n width = 64\n height = 32\n num_colors = 2\n\n palette = displayio.Palette(num_colors)\n\n bm1 = displayio.Bitmap(width, height, num_colors)\n bm2 = displayio.Bitmap(width, height, num_colors)\n\n tg1 = displayio.TileGrid(bm1, pixel_shader=palette)\n tg2 = displayio.TileGrid(bm2, pixel_shader=palette)\n\n g1 = displayio.Group()\n g1.append(tg1)\n\n g2 = displayio.Group()\n g2.append(tg2)\n\n display.show(g1)\n\n self.width = width\n self.height = height\n self.iter = 0\n self.reset_after = 200\n\n self.curr = bm1\n self.next = bm2\n\n self.curr_group = g1\n self.next_group = g2\n\n self.palette = palette\n\n def randomize(self):\n curr = self.curr\n for idx in range(self.width * self.height):\n curr[idx] = random.random() < 0.333333\n\n # hue = random.randint(0, 360)\n # saturation = (random.random() / 4.0) + 0.5\n # lightness = (random.random() / 3.0) + 0.1\n # self.palette[1] = hsl(hue, saturation, lightness)\n\n def apply_life_rule(self):\n curr = self.curr\n\n w = self.width\n h = self.height\n\n for y in range(h):\n yyy = y * w\n ym1 = ((y + h - 1) & 31) * w\n yp1 = ((y + 1) & 31) * w\n\n xm1 = w - 1\n for x in range(w):\n xp1 = (x + 1) & 63\n neighbors = (\n curr[xm1 + ym1] + curr[xm1 + yyy] + curr[xm1 + yp1] +\n curr[ x + ym1] + curr[ x + yp1] +\n curr[xp1 + ym1] + curr[xp1 + yyy] + curr[xp1 + yp1]\n )\n self.next[x + yyy] = (neighbors == 3) or ((neighbors == 2) and curr[x + yyy])\n xm1 = x\n\n self.curr = self.next\n self.next = curr\n\n curr_group = self.curr_group\n self.curr_group = self.next_group\n self.next_group = curr_group\n\n def update(self, display):\n t = time.monotonic()\n\n # slowly change the color\n t_color = 0.5 * sin(1.0 * t) + 0.5\n hue = lerp(0.0, 180.0, t_color)\n self.palette[1] = hsl(hue, 0.75, 0.50)\n\n # reset and randomize the state every `self.reset_after` iterations\n if self.iter == 0:\n self.randomize()\n else:\n self.apply_life_rule()\n\n self.iter = (self.iter + 1) % self.reset_after\n display.show(self.curr_group)\n\n# a cool wavy pattern\nclass WarpScreen(Screen):\n def __init__(self, display):\n width = 64\n height = 32\n num_colors = 64\n\n palette = displayio.Palette(num_colors)\n for idx in range(num_colors):\n # palette[idx] = hsl(240, 0.8, 0.25 * (idx / num_colors))\n palette[idx] = hsl(265, 0.85, 0.95 * (idx / num_colors) + 0.05)\n\n bm1 = displayio.Bitmap(width, height, num_colors)\n bm2 = displayio.Bitmap(width, height, num_colors)\n\n tg1 = displayio.TileGrid(bm1, pixel_shader=palette)\n tg2 = displayio.TileGrid(bm2, pixel_shader=palette)\n\n g1 = displayio.Group()\n g1.append(tg1)\n\n g2 = displayio.Group()\n g2.append(tg2)\n\n # display.show(g1)\n\n self.width = width\n self.height = height\n self.num_colors = num_colors\n\n self.curr = bm1\n self.next = bm2\n\n self.curr_group = g1\n self.next_group = g2\n\n def update(self, display):\n width = self.width\n height = self.height\n num_colors = self.num_colors\n curr = self.curr\n next = self.next\n\n # render to next framebuffer while current one is shown\n\n t = time.monotonic()\n\n for y in range(height):\n for x in range(width):\n tx = 20.0 * sin(0.01 * x) + 0.2 * t\n ty = 10.0 * sin(0.01 * y) + 0.2 * t\n l = (0.5 * sin(tx) * sin(ty)) + 0.5\n next[x, y] = round((num_colors - 1) * l)\n\n # swap frame buffers\n\n self.curr = next\n self.next = curr\n\n curr_group = self.curr_group\n self.curr_group = self.next_group\n self.next_group = curr_group\n\n # show new framebuffer\n\n display.show(self.curr_group)\n\n\ndef noise(u, v):\n return sin(u) * sin(v)\n\n# [ [ 0.8 -0.5 ]\n# [ 0.5 0.8 ] ] dot [p_x, p_y] * 2\ndef mdp(x, y):\n return ((1.6 * x) - (1.0 * y), (1.0 * x) + (1.6 * y))\n\ndef fbm4(x, y):\n f = 0.0\n f += 0.5000 * noise(x, y); (x, y) = mdp(x, y)\n f += 0.2500 * noise(x, y); (x, y) = mdp(x, y)\n f += 0.1250 * noise(x, y); (x, y) = mdp(x, y)\n f += 0.0625 * noise(x, y)\n return f / 0.9375\n\n# another cool pattern that rotates a bit\n# uses the same `sin(x)*sin(y)` but run through a few octaves of modified\n# [Fractional Brownian Motion](https://www.wikiwand.com/en/Fractional_Brownian_motion)\nclass Warp2Screen(Screen):\n def __init__(self, display):\n width = 64\n height = 32\n num_colors = 64\n\n palette = displayio.Palette(num_colors)\n for idx in range(num_colors):\n # palette[idx] = hsl(240, 0.8, 0.25 * (idx / num_colors))\n palette[idx] = hsl(15, 0.8, 0.6 * (idx / num_colors))\n\n bm1 = displayio.Bitmap(width, height, num_colors)\n bm2 = displayio.Bitmap(width, height, num_colors)\n\n tg1 = displayio.TileGrid(bm1, pixel_shader=palette)\n tg2 = displayio.TileGrid(bm2, pixel_shader=palette)\n\n g1 = displayio.Group()\n g1.append(tg1)\n\n g2 = displayio.Group()\n g2.append(tg2)\n\n # display.show(g1)\n\n self.width = width\n self.height = height\n self.num_colors = num_colors\n\n self.curr = bm1\n self.next = bm2\n\n self.curr_group = g1\n self.next_group = g2\n\n def update(self, display):\n width = self.width\n height = self.height\n num_colors = self.num_colors\n curr = self.curr\n next = self.next\n\n # render to next framebuffer while current one is shown\n\n t = time.monotonic()\n\n for y in range(height):\n for x in range(width):\n u = (x - width) / height\n v = (y - height) / height\n\n # add some back-and-forth rotation\n coa = cos(0.10 * sin(0.15 * t))\n sia = sin(0.31 * sin(0.10 * t))\n u = (u * coa) - (v * sia)\n v = (u * sia) + (v * coa)\n\n u += 0.03 * sin(0.54 * t)\n v += 0.03 * sin(0.46 * t)\n\n # kinda fractional brownian motion over sin(x)*sin(y)\n l = 0.5 * fbm4(8.0 * u, 8.0 * v) + 0.5\n\n # make the lightness periodically show the dark spots\n c = 0.1 * cos(0.2 * t) + 0.2\n l = clamp(0.0, 1.0, l - c)\n\n next[x, y] = round((num_colors - 1) * l)\n\n # swap frame buffers\n\n self.curr = next\n self.next = curr\n\n curr_group = self.curr_group\n self.curr_group = self.next_group\n self.next_group = curr_group\n\n # show new framebuffer\n\n display.show(self.curr_group)\n\n# ||v||^2\ndef norm_sq(x, y, z):\n return x*x + y*y + z*z\n\n# ||v||\ndef norm(x, y, z):\n return sqrt(norm_sq(x, y, z))\n\n# v / ||v||\ndef normalize(x, y, z):\n inv_l = 1.0 / norm(x, y, z)\n return (inv_l * x, inv_l * y, inv_l * z)\n\n# a * b\ndef dot(a_x, a_y, a_z, b_x, b_y, b_z):\n return a_x*b_x + a_y*b_y + a_z*b_z\n\n# a x b\ndef cross(bx, by, bz, cx, cy, cz):\n return (by*cz - bz*cy, bz*cx - bx*cz, bx*cy - by*cx)\n\n# sphere hit\ndef i_sphere(ro_x, ro_y, ro_z, rd_x, rd_y, rd_z, sph_x, sph_y, sph_z):\n oc_x = ro_x - sph_x\n oc_y = ro_y - sph_y\n oc_z = ro_z - sph_z\n\n b = dot(oc_x, oc_y, oc_z, rd_x, rd_y, rd_z)\n c = norm_sq(oc_x, oc_y, oc_z) - 1.0\n h = b*b - c\n\n if h < 0.0:\n return -1.0\n else:\n return -b - sqrt(h)\n\n# sphere soft shadow\ndef ss_sphere(ro_x, ro_y, ro_z, rd_x, rd_y, rd_z, sph_x, sph_y, sph_z):\n oc_x = sph_x - ro_x\n oc_y = sph_y - ro_y\n oc_z = sph_z - ro_z\n\n b = dot(oc_x, oc_y, oc_z, rd_x, rd_y, rd_z)\n\n if b > 0.0:\n h = norm_sq(oc_x, oc_y, oc_z) - b*b - 1.0\n return clamp(0.0, 1.0, 16.0 * h / b)\n else:\n return 1.0\n\n# sphere lambert shading\ndef lambert(lig_x, lig_y, lig_z, nor_x, nor_y, nor_z):\n return max(0.0, dot(lig_x, lig_y, lig_z, nor_x, nor_y, nor_z))\n\n# sphere occlusion\ndef occ_sphere(pos_x, pos_y, pos_z, nor_x, nor_y, nor_z, sph_x, sph_y, sph_z):\n di_x = sph_x - pos_x\n di_y = sph_y - pos_y\n di_z = sph_z - pos_z\n\n l_sq = norm_sq(di_x, di_y, di_z)\n inv_l = 1.0 / math.sqrt(l_sq)\n di_x = di_x * inv_l\n di_y = di_y * inv_l\n di_z = di_z * inv_l\n\n nd = dot(nor_x, nor_y, nor_z, di_x, di_y, di_z)\n\n return 1.0 - (max(0.0, nd) / l_sq)\n\n# this screen is a small [raytracer](https://www.wikiwand.com/en/Ray_tracing_(graphics))\n# that renders two spheres with soft shadows and ambient occlusion, while\n# rotating the camera around them.\nclass SpheresScreen(Screen):\n def __init__(self, display):\n width = 64\n height = 32\n num_colors = 64\n\n palette = displayio.Palette(num_colors)\n for idx in range(num_colors):\n # palette[idx] = hsl(240, 0.8, 0.25 * (idx / num_colors))\n # palette[idx] = hsl(lerp(240, 260, idx / num_colors), 1.0, 1.0 * (idx / num_colors))\n palette[idx] = hsl(220, 0.9, 1.0 * (idx / num_colors))\n\n bm1 = displayio.Bitmap(width, height, num_colors)\n bm2 = displayio.Bitmap(width, height, num_colors)\n\n tg1 = displayio.TileGrid(bm1, pixel_shader=palette)\n tg2 = displayio.TileGrid(bm2, pixel_shader=palette)\n\n g1 = displayio.Group()\n g1.append(tg1)\n\n g2 = displayio.Group()\n g2.append(tg2)\n\n # display.show(g1)\n\n self.width = width\n self.height = height\n self.num_colors = num_colors\n\n self.curr = bm1\n self.next = bm2\n\n self.curr_group = g1\n self.next_group = g2\n\n def update(self, display):\n\t width = self.width\n height = self.height\n num_colors = self.num_colors\n curr = self.curr\n next = self.next\n\n # render to next framebuffer while current one is shown\n\n t = time.monotonic()\n\n # all i want for christmas is numpy...\n # linear algebra heavy stuff is pretty obnoxious in plain python\n\n # light direction\n (lig_x, lig_y, lig_z) = normalize(0.6, 0.5, 0.4)\n\n # rotate camera around the center over time\n angle = -0.1*t\n # angle = -.25*t\n ro_x = 2.5 * cos(angle)\n ro_y = 1.0\n ro_z = 2.5 * sin(angle)\n\n # camera matrix\n #\n # M = [ [ ww_x, uu_x, vv_x ]\n # [ ww_y, uu_y, vv_y ]\n # [ ww_z, uu_z, vv_z ] ]\n ww_x = 0.0 - ro_x\n ww_y = 1.0 - ro_y\n ww_z = 0.0 - ro_z\n (ww_x, ww_y, ww_z) = normalize(ww_x, ww_y, ww_z)\n\n (uu_x, uu_y, uu_z) = cross(ww_x, ww_y, ww_z, 0.0, 1.0, 0.0)\n (uu_x, uu_y, uu_z) = normalize(uu_x, uu_y, uu_z)\n\n (vv_x, vv_y, vv_z) = cross(uu_x, uu_y, uu_z, ww_x, ww_y, ww_z)\n (vv_x, vv_y, vv_z) = normalize(vv_x, vv_y, vv_z)\n\n # sphere locations\n (sph1_x, sph1_y, sph1_z) = (-1.2, 1.0, 0.0)\n (sph2_x, sph2_y, sph2_z) = ( 1.0, 1.5, 0.0)\n\n for y in range(height):\n for x in range(width):\n # normalized screen space\n # p_y in -1 .. 1\n # p_x in -2 .. 2\n p_x = (2.0 * x - width) / height\n p_y = -(2.0 * y - height) / height\n\n # create view ray\n # rd = normalize(M * [ p_x, p_y, 1.5 ])\n # rd = normalize(p_x*uu + p_y*vv + 1.5*ww)\n rd_x = (p_x*uu_x) + (p_y*vv_x) + (1.5*ww_x)\n rd_y = (p_x*uu_y) + (p_y*vv_y) + (1.5*ww_y)\n rd_z = (p_x*uu_z) + (p_y*vv_z) + (1.5*ww_z)\n (rd_x, rd_y, rd_z) = normalize(rd_x, rd_y, rd_z)\n\n # l = clamp(0.0, 1.0, rd_z)\n # next[x, y] = round((num_colors - 1) * l)\n # continue\n\n # raytrace\n tmin = 4.0\n\n # rendered lightness. initial value is also bg color (no hit).\n l = 0.0\n\n # ray position\n pos_x = 0.0\n pos_y = 0.0\n pos_z = 0.0\n\n # normal vector\n nor_x = 0.0\n nor_y = 0.0\n nor_z = 0.0\n\n occ = 1.0\n\n # raytrace sphere 1\n h = i_sphere(ro_x, ro_y, ro_z, rd_x, rd_y, rd_z, sph1_x, sph1_y, sph1_z)\n if h > 0.0 and h < tmin:\n tmin = h\n\n # pos = ro + h*rd\n pos_x = ro_x + h * rd_x\n pos_y = ro_y + h * rd_y\n pos_z = ro_z + h * rd_z\n\n # nor = normalize(pos - sph1)\n nor_x = pos_x - sph1_x\n nor_y = pos_y - sph1_y\n nor_z = pos_z - sph1_z\n\n (nor_x, nor_y, nor_z) = normalize(nor_x, nor_y, nor_z)\n\n occ = 0.5 + 0.5*nor_y\n occ *= occ_sphere(pos_x, pos_y, pos_z, nor_x, nor_y, nor_z, sph1_x, sph1_y, sph1_z)\n\n # raytrace sphere 2\n h = i_sphere(ro_x, ro_y, ro_z, rd_x, rd_y, rd_z, sph2_x, sph2_y, sph2_z)\n if h > 0.0 and h < tmin:\n tmin = h\n\n # pos = ro + h*rd\n pos_x = ro_x + h * rd_x\n pos_y = ro_y + h * rd_y\n pos_z = ro_z + h * rd_z\n\n # nor = normalize(pos - sph2)\n nor_x = pos_x - sph2_x\n nor_y = pos_y - sph2_y\n nor_z = pos_z - sph2_z\n (nor_x, nor_y, nor_z) = normalize(nor_x, nor_y, nor_z)\n\n occ = 0.5 + 0.5*nor_y\n occ *= occ_sphere(pos_x, pos_y, pos_z, nor_x, nor_y, nor_z, sph2_x, sph2_y, sph2_z)\n\n # shading + lighting\n if tmin < 4.0:\n # pos = ro + tmin*rd\n pos_x = ro_x + tmin * rd_x\n pos_y = ro_y + tmin * rd_y\n pos_z = ro_z + tmin * rd_z\n\n # shadows\n sha = 1.0\n # # skip first sphere since its shadow doesn't hit anything\n # sha *= ss_sphere(pos_x, pos_y, pos_z, lig_x, lig_y, lig_z, sph1_x, sph1_y, sph1_z)\n sha *= ss_sphere(pos_x, pos_y, pos_z, lig_x, lig_y, lig_z, sph2_x, sph2_y, sph2_z)\n\n l = 0.0\n\n # ambient occlusion\n l += 0.5 * occ\n\n # lambert shading\n l += 5.0 * lambert(lig_x, lig_y, lig_z, nor_x, nor_y, nor_z) * sha\n\n l *= 0.22\n\n # gamma adjustment\n l = clamp(0.0, 1.0, math.pow(l, 0.85))\n next[x, y] = round((num_colors - 1) * l)\n\n # swap frame buffers\n\n self.curr = next\n self.next = curr\n\n curr_group = self.curr_group\n self.curr_group = self.next_group\n self.next_group = curr_group\n\n # show new framebuffer\n\n display.show(self.curr_group)\n\n\nclass Button:\n def __init__(self, button_pin):\n self.press_counter = countio.Counter(\n pin=button_pin,\n edge=countio.Edge.RISE,\n pull=digitalio.Pull.UP,\n )\n self.prev_total = 0\n\n # Returns the number of button presses since we last checked\n def new_presses(self):\n new_total = self.press_counter.count\n new_presses = new_total - self.prev_total\n self.prev_total = new_total\n return new_presses\n\ndef main():\n display = make_display()\n\n screens = [\n StartScreen,\n CircleScreen,\n WarpScreen,\n Warp2Screen,\n SpheresScreen,\n GameOfLifeScreen,\n # ColorTestScreen,\n ]\n prev_screen_idx = -1\n screen_idx = 0\n\n up_button = Button(board.BUTTON_UP)\n # down_button = Button(board.BUTTON_DOWN)\n\n while True:\n up_button_presses = up_button.new_presses()\n if up_button_presses > 0:\n screen_idx = (screen_idx + 1) % len(screens)\n\n if screen_idx != prev_screen_idx:\n prev_screen_idx = screen_idx\n screen = screens[screen_idx](display)\n\n screen.update(display)\n\ntry:\n main()\nexcept Exception as err:\n print(f\"Error: {err}\")\n\n(for reference) one-time setup process\n \n #\n \n\n\nBoard product page: https://www.adafruit.com/product/4745\nBoard info:\nUF2 Bootloader v1.23.1-adafruit.1-328-gf06693a SFHWRO\nModel: Matrix Portal M4\nBoard-ID: SAMD51J19A-MatrixPortal-v0\n\nWhen first connected to power, we see the cool little falling sand demo that comes pre-installed.\nAfter connecting it to a machine through the USB-C port, double-press the RST button on the board; the debug light flashes and a USB-drive called MATRIXBOOT mounts on the connected machine.\nIf nothing happens, make sure the USB-C cable you're using supports data transfer and not just power.\nThe pre-installed contents of the drive:\n$ ls /media/phlip9/MATRIXBOOT\nCURRENT.UF2\nINDEX.HTM\nINFO_UF2.TXT\n\nWe then install the CircuitPython \"OS\" onto the board:\n$ cd /tmp\n$ wget https://downloads.circuitpython.org/bin/matrixportal_m4/en_US/adafruit-circuitpython-matrixportal_m4-en_US-7.3.3.uf2\n$ cp adafruit-circuitpython-matrixportal_m4-en_US-7.3.3.uf2 /media/phlip9/MATRIXBOOT\n\nThe lights should flash a bit and the disk will unmount from your machine. A second later another USB disk mounts called CIRCUITPY.\nDownload and install the Mu editor.\nOn linux I had to add my user, phlip9, to the dialout group and then restart for Mu+CircuitPython to work. macOS and Windows users can skip this step.\n$ sudo adduser phlip9 dialout\n\nOpen the Mu editor and select \"Mode\", then choose \"CircuitPython\". If everything was setup properly, it should auto-detect the board.\nClose any random \"untitled\" file it tries to create. Next hit the \"Load\" icon and navigate to the CIRCUITPY drive. Choose the code.py file. You should see something like:\nprint(\"Hello, World!\")\n\nClick the \"Serial\" button to show the device print output. Save the currently open code.py file and the board will automatically restart and run the file!\n","id":"https://phlip9.com/notes/misc/rgbxmas/","title":"rgbxmas"},"https://phlip9.com/notes/misc/scanning QR codes on desktop/":{"body":"scanning QR codes on desktop\n\n$ sudo apt-get install zbar-tools\n$ zbarimg <qr-code-image>\n\n","id":"https://phlip9.com/notes/misc/scanning QR codes on desktop/","title":"scanning QR codes on desktop"},"https://phlip9.com/notes/misc/setting up a headless raspbian boot image/":{"body":"setting up a headless raspbian boot image\n\nObjective\n \n #\n \n\n\n\nCustom SD card boot image for Raspberry Pi Zero W.\nRPi should boot headless, connect to configured WiFi, run ssh.\n\nBetter Alternative?\n \n #\n \n\n\nI only discovered this after successfully generating my own image, but it seems\nmore convenient: (https://github.com/kenfallon/fix-ssh-on-pi,\nhttp://www.lpenz.org/articles/ansiblerpi/index.html). It just mounts a stock\nRaspbian image and directly modifies the wpa_supplicant.conf and other\nconfiguration, instead of building a fresh image from scratch, which takes like\n45 minutes...\nEDIT: It looks like rpi-imager has basic image customization available?\n \n #\n \n\n\nTODO\n \n #\n \n\n\n\nenable kernel I2C, SPI, and PWM controllers in /boot/config.txt\n\nInstallation\n \n #\n \n\n\n(Windows, macOS) Install Docker Desktop\n \n #\n \n\n\nSee: https://www.docker.com/products/docker-desktop\nClone pi-gen:\n \n #\n \n\n\n$ git clone --depth=1 git@github.com:RPi-Distro/pi-gen.git\n\nAdd pi-gen/config\n \n #\n \n\n\nIMG_NAME=raspbian_headless\nLOCALE_DEFAULT=en_US.UTF-8\nTARGET_HOSTNAME=<..>\nTIMEZONE_DEFAULT=America/Los_Angeles\nFIRST_USER_NAME=phlip9\nFIRST_USER_PASS=<..>\nDISABLE_FIRST_BOOT_USER_RENAME=1\nWPA_ESSID=\"<..>\"\nWPA_PASSWORD=\"<..>\"\nWPA_COUNTRY=US\nENABLE_SSH=1\nPUBKEY_ONLY_SSH=1\nPUBKEY_SSH_FIRST_USER=\"ssh-ed25519 AAAAC3NzaC1lZDI1NTE5AAAAIGrOw2yrUxOYB9ItWrZW4e/AmatL5GH58jTnI/HNoXZz philiphayes9@gmail.com\"\nSTAGE_LIST=\"stage0 stage1 stage2\"\n\nThis config sets up all the locale shit and all, but most importantly, enables\nwifi on boot and pubkey-only ssh, so we can ssh into the running board without\nneeding to hookup a keyboard / monitor.\nNOTE: The Raspberry Pi Zero W DOES NOT support 5GHz wifi.\n(Linux/x86_64) Install qemu-user-static\n \n #\n \n\n\nThis lets us run arm binaries on an x86_64 machine via qemu.\n$ sudo apt install qemu-user-static\n\nContext:\n\nLinux is able execute binaries from other architectures, meaning that it should be possible to make use of pi-gen on an x86_64 system, even though it will be running ARM binaries. This requires support from the binfmt_misc kernel module.\n\nIf this is not set up correctly, you will see something like this error in the next step:\nW: Failure trying to run: chroot \"/pi-gen/work/test/stage0/rootfs\" /bin/true\nand/or\nchroot: failed to run command '/bin/true': Exec format error\n\nBuild the image\n \n #\n \n\n\n$ ./build-docker.sh\n\nThis should spit out our fresh image in ./deploy/:\n~/dev/pi-gen$ ls -lh deploy/\ntotal 528M\n-rw-r--r-- 1 phlip9 phlip9 74K Nov 26 15:56 2022-11-26-raspbian_headless-lite.info\n-rw-r--r-- 1 phlip9 phlip9 6.2K Nov 26 15:58 build.log\n-rw-r--r-- 1 phlip9 phlip9 528M Nov 26 15:57 image_2022-11-26-raspbian_headless-lite.zip\ndrwxr-xr-x 2 phlip9 phlip9 4.0K Nov 26 15:58 raspbian_headless-lite\n\nIf the build hangs/fails for some inscrutable reason (happened the first time),\njust ^CTRL-C and try again with:\n$ CONTINUE=1 ./build-docker.sh\n\n(WSL) I tried their suggestion of using apt-cache to improve rebuild times, but that didn't work :'(\nMount SD card\n \n #\n \n\n\nDownload Raspberry Pi Imager\n \n #\n \n\n\nhttps://www.raspberrypi.org/software/\nOpen Raspberry Pi Imager\n \n #\n \n\n\nSelect the \"deploy/*.zip\" file as the image to write and then image the mounted SD card.\n \n #\n \n\n\nUnmount the SD card, put it into the Pi, plug in the Pi, wait ~2 min to boot, and test:\n \n #\n \n\n\n$ ssh raspberrypi.local\n\nphlip9@raspberrypi:~ $ exit\n\n","id":"https://phlip9.com/notes/misc/setting up a headless raspbian boot image/","title":"setting up a headless raspbian boot image"},"https://phlip9.com/notes/misc/uptime to downtime conversion/":{"body":"uptime to downtime conversion\n\nEx: What does 99.9% uptime mean in actual amount of downtime per year?\n% uptime(approx) downtime per year\n90%40 days\n99%4 days\n99.9%10 hr\n99.99%1 hr\n99.999%6 min\n99.9999%30 sec\n\n","id":"https://phlip9.com/notes/misc/uptime to downtime conversion/","title":"uptime to downtime conversion"},"https://phlip9.com/notes/misc/water distillation setup/":{"body":"water distillation setup\n\n\"Schematic\"\n \n #\n \n\n\n\nBOM\n \n #\n \n\n\ndate: 2022/03/18\nNamePriceLink\nrubber filter adapters$14https://www.amazon.com/Rubber-Filter-Adapter-Buchner-Funnels/dp/B073QVSK2T\nfaucet adapter (portable shower hose)$9https://www.amazon.com/Diane-Portable-Shampoo-Spray-Hose/dp/B001A35ZEC\nplastic lab joint clips (x5)$8https://www.amazon.com/uxcell-Plastic-Mounting-Laboratory-Connector/dp/B08K2S91X9\nQWORK Liebig Condenser 24/40 200mm$18https://www.amazon.com/QWORK-Jacket-200mm-Condenser-Laboratory/dp/B08TRCG2N4\nQWORK Vacuum Take Off Adapter 24/40 105deg$13https://www.amazon.com/QWORK-Vacuum-Adapter-Degree-Joints/dp/B09NPLTLQK\n(?) QWORK Glass Stopper 24/40 (x2)$10https://www.amazon.com/QWORK-Glass-Stopper-Hollow-Outer/dp/B09FF5K1J8\nStonyLab 3-way Distilling Adapter Joint 24/40$21https://www.amazon.com/dp/B07CGT18J4\nSilicone Tubing 10mm ID x 13mm OD 10FT$11https://www.amazon.com/dp/B08PTYJ3GX\n\nTOTAL$104\n\n","id":"https://phlip9.com/notes/misc/water distillation setup/","title":"water distillation setup"},"https://phlip9.com/notes/networking/":{"body":"","id":"https://phlip9.com/notes/networking/","title":"networking"},"https://phlip9.com/notes/networking/CIDR/":{"body":"CIDR\n\nCIDR or Classless Inter-Domain Routing is a more granular method for allocating IP addresses and routing IP packets than the now removed IP Class-based allocation.\nCIDR notation is a compact way to write an IP and Subnet Mask, like 35.99.0.0/16 instead of 35.99.0.0, 255.255.0.0.\nPreliminaries\n \n #\n \n\n\nIP addresses are split into two pieces: (1) the network prefix or subnet address (read: address of the subnet), identified by the most-significant bits and (2) the host identifier in the least-significant bits, which identifies a specific interface on a host in that subnet.\nOriginal IPv4 addresses were categorized by \"classes\", which split them up according to a few of the first bits in the address (starting from the MSB). Today this is mostly a legacy detail that was later replaced, but the \"class-less\" in CIDR refers to the lack of distinct classes in CIDR, which instead uses \"variable-length subnet masking\" (VLSM) to allocate network prefixes along any bit boundary.\nSubnet Mask\n \n #\n \n\n\nTo refresh, a subnet mask is just a bitmask we use to AND against the IP to retrieve the network prefix. Likewise, if we invert the subnet mask then AND against the IP, we get the host id.\nFor example, if we have the LAN IP 192.168.3.5 with subnet mask 255.255.254.0, then our network prefix is 192.168.2.0 and the host id is 0.0.1.5. This might be clearer if you see the bits written out explicitly.\n1100 0000 . 1010 1000 . 0000 0011 . 0000 0101 ip\n1111 1111 . 1111 1111 . 1111 1110 . 0000 0000 subnet_mask\n1100 0000 . 1010 1000 . 0000 0010 . 0000 0000 network_prefix = ip & subnet_mask\n0000 0000 . 0000 0000 . 0000 0001 . 0000 0101 host_id = ip & !subnet_mask\n\nAs we'll see in a moment, this IP+mask in equivalent CIDR notation would be 192.168.3.5/23.\nHistorically, a full 32-bit bitmask was used to differentiate between which part of an IPv4 address was the network prefix and which part was the host identifier.\nFor a while, subnet masks could be any arbitrary non-contiguous bitmask; however, some RFCs eventually mandated that they must be contiguous, starting from the most-significant bit. As we'll see in a moment, an IP with a subnet mask and an IP in CIDR notation are 100% equivalent nowadays.\nCIDR notation\n \n #\n \n\n\nInstead of writing out the whole subnet mask, we can instead write just the number of leading ones in the subnet mask (called the mask width) alongside the IP. This format is called CIDR notation.\nUsing the same example as above, the ip 192.168.3.5 with subnet mask 255.255.254.0 would be written as 192.168.3.5/23 in CIDR notation.\nDeriving that more explicitly in Rust code:\nlet ip: Ipv4Addr = \"192.168.3.5\".into();\nlet mask_width = 23;\nlet subnet_mask = !(0xffff_ffff_u32 >> mask_width);\nlet network_prefix: Ipv4Addr = (ip.as_u32() & subnet_mask).into();\nlet host_id: Ipv4Addr = (ip.as_u32() & !subnet_mask).into();\n\nI used to get confused on whether the CIDR mask width refers to the subnet mask or host id mask. A simple memnonic helps me remember:\n\nthe CIDR number is on the right, so we shift ones right (to make the mask).\n\nNote that CIDR notation works the exact same for IPv6, except we have 128 bits to play with instead of just 32 bits.\nAnother useful insight to remember: the CIDR mask width goes from least specific (/0) to most specific (/32).\nCIDR block\n \n #\n \n\n\nWhen describing a range of IPs, we often write an IP in CIDR notation with the bits outside the network prefix set to zero.\nSome examples:\nAddress RangeCIDR blockNumber of addresses\n192.168.0.0 -> 192.168.255.255192.168.0.0/162^16 = 65,536\n172.16.0.0 -> 172.31.255.255172.16.0.0/122^20 = 1,048,576\n10.0.0.0 -> 10.255.255.25510.0.0.0/82^24 = 16,777,216\n\n","id":"https://phlip9.com/notes/networking/CIDR/","title":"CIDR"},"https://phlip9.com/notes/networking/ipv6 address space/":{"body":"ipv6 address space\n\nSee: IANA > Internet Protocol Version 6 Address Space\nSee: IANA > IPv6 Special-Purpose Address Registry\nprefixnameRFCS\n0000::/8Reserved\n-> ::1/128LoopbackRFC4291\n-> ::/128Bind to unspecified interfaceRFC4291\n-> ::ffff:0:0/96IPv4-mapped addressesRFC4291\n-> 64:ff9b::/96Algorithmic IPv4/IPv6 translation prefixRFC6052\n-> 64:ff9b:1::/48Local-use IPv4/IPv6 translation prefixRFC8215\n0100::/8Discard-only BlockRFC6666\n2000::/3Global UnicastRFC4291\n-> 2001::/32TEREDO - tunnel IPv6 over UDP through NATsRFC4380\n-> 2001:1::1/128Port Control Protocol (PCP) static AnycastRFC7723\n-> 2001:1::2/128TURN static AnycastRFC8155\n-> 2001:2::/48Reserved for benchmarkingRFC5180\n-> 2001:3::/32Automatic Multicast Tunneling (AMT)RFC7450\n-> 2001:20::/28Overlay Routable Cryptographic Hash Ids (ORCHIDv2)RFC7343\n-> 2001:db8::/32Documentation/example only addressRFC3849\n-> 2002::/166to4 tunnelingRFC3056\nf000::/5Reserved\nf800::/6Reserved\nfc00::/7Unique-Local UnicastRFC4193\nfe00::/9Reserved\nfe80::/10Link-Local UnicastRFC4291\nff00::/8MulticastRFC4291\n\nunique-local unicast address (ULA)\n \n #\n \n\n\n\nlook for IPs starting with fd00::/8 as fc00::/8 is not currently allocated\nglobally unique (statistically), but not globally routable.\nthe \"Global ID\" is supposed to be randomly sampled. My home router samples one on initial setup.\npeople usually use these like ipv4 private address ranges (10.0.0.0/8, 172.16.0.0/16, 192.168.0.0/24)\n\nex\n \n #\n \n\n\nkindCIDR\nprefixfd6c:6578:6502::/48\nsubnetfd6c:6578:6502::/64\naddressfd6c:6578:6502::85a/128\n\nformat\n \n #\n \n\n\n| 7 bits |1| 40 bits | 16 bits | 64 bits |\n+--------+-+------------+-----------+----------------------------+\n| Prefix |L| Global ID | Subnet ID | Interface ID |\n+--------+-+------------+-----------+----------------------------+\n\nfdGG:GGGG:GGGG:ssss::/64\n\nlink-local unicast\n \n #\n \n\n\n\nfe80::/64\nex: fe80::6238:e0ff:febc:3f60/128\naddress endpoints localized to a single link. Not globally routable.\nrouters will refuse to forward packets w/ link-local source to other links.\nex: all computers connected to a switch or wireless network or bridge can send link-local packets to each other, but can't send across routers.\nused in protocols like IPv6 Stateless Address Configuration (SLAAC), where you don't really care what address each host gets as long as it's unique and routable. Compare w/ DHCP which gives tighter control over address allocation.\n\nformat\n \n #\n \n\n\n| 10 |\n| bits | 54 bits | 64 bits |\n+----------+-------------------------+----------------------------+\n|1111111010| 0 | interface ID |\n+----------+-------------------------+----------------------------+\n\n","id":"https://phlip9.com/notes/networking/ipv6 address space/","title":"ipv6 address space"},"https://phlip9.com/notes/networking/network interface card (NIC)/":{"body":"network interface card (NIC)\n\nWikipedia: https://www.wikiwand.com/en/Network_interface_controller\nThese are the phyiscal hardware devices responsible for actually, phyiscally sending bits over the proverbial wire. In OSI model terms, they usually bridge L1 (Phyiscal Layer) and L2 (Data-link Layer), though some fancy NICs can handle the whole TCP/IP stack.\nMost consumer-grade hardware comes with a NIC integrated into the CPU or Motherboard. NICs can also be purchased separately and hooked up via the PCI bus.\nThese NICs are then typically connected via a physical Ethernet connection or provide wireless WiFi connection to a local router.\nNICs are abstracted away by the kernel with network interfaces for userspace applications to configure and consume.\nFor a simplified mental model, I like to think of a NIC as a set of receive (rx) queues and transmit (tx) queues for sending and receiving link-layer frames.\nThe tx/rx queues are typically FIFO ring-buffers. If you don't pull off frames fast enough or push too many frames at once, you'll start overwriting old frames : ).\nNICs typically provide a low-level interface or driver for the kernel (or more rarely, a userspace application) to pump outbound link-layer frames into the network and read inbound link-layer frames from the network.\nNICs are addressed via MAC addresses on the local physical network. MAC addresses need to be unique per local network, but aren't globally unique.\nKernel Bypass\n \n #\n \n\n\nUserspace applications can completely bypass the kernel and send/receive packets directly from a NIC. Doing this by hand would be quite tedious, as different NICs often have different APIs. People tend to use a library like DPDK (Data-Plane Development Kit) for this purpose. As for why you would want to do this, the answer is usually performance and control. Some exotic NICs or FPGA accelerators may also require bypassing the kernel to take full advantage.\n","id":"https://phlip9.com/notes/networking/network interface card (NIC)/","title":"network interface card (NIC)"},"https://phlip9.com/notes/networking/network interfaces/":{"body":"network interfaces\n\nWikipedia: https://www.wikiwand.com/en/Virtual_network_interface\nLet's start with some basic definitions. A network interface is a software interface over some:\n\nphyiscal networking hardware, like a network interface card (NIC). You'll see these named like eth0, eth5, radio0, wlan3.\nvirtual interface, like the \"loopback\" device or a WireGuard VPN tunnel.\n\nMost virtual interfaces wrap a lower physical interface or another virtual interface. One exception is the loopback interface lo which stands alone.\nWe have virtual interfaces to maximise flexibility when configuring our system.\nThese will look like lo, eth0:1, eth0.1, vlan2, br-lan, pppoe-dsl, gre0, sit0, tun0, imq0, teql0.\n\n\n\nHelpful Tip: Cloud machines will often present two virtual networking interfaces, one for public internet traffic and one for private VPC traffic.\nPhysical Network Interfaces\n \n #\n \n\n\nEx: eth0, eth4, radio0, wlan2\n\nThese interfaces always represent an actual hardware device such as an Ethernet or Wireless NIC.\nPhysical network interfaces are provided by the kernel and presented to the user for configuration and consumption.\n\nVirtual Network Interfaces\n \n #\n \n\n\nLoopback\n \n #\n \n\n\nEx: lo, lo0\n\nThe Loopback interface is provided by the kernel so applications can easily communicate with other local applications without any special code changes.\nAny traffic sent to the loopback IP is immediately passed back up the network stack as if it had been received from another device.\nThe IPv4 range 127.0.0.1/8 and IPv6 address ::1/128 both represent the loopback device.\nThe DNS name localhost is also a special name that resolves to 127.0.0.1 or ::1.\n\nVLANs\n \n #\n \n\n\nEx: eth4.0, eth4.1, eth4.2, vlan0\n\nVirtual LANs let you partition a single link-layer (L2) network into multiple virtual L2 networks.\nVLANs let you decouple a user's network location from their physical location.\nVLANs let you separate and isolate network applications, despite sitting on the same physical network.\nVLANs let you group hosts together even if they're not directly connected to same network switch, simplifying network design and deployment.\nCloud hosts often use VLANs to provide customers with a single VPC network spanning multiple regions. Multiple customers can use the same physical links yet remain safely isolated.\nVLANs use the IEEE 802.1Q Ethernet frame header extension to \"tag\" each frame with its associated VLAN id. Since VLANs operate at L2, they let us support higher layers (L3+) transparently.\n\nStacked VLANs\n \n #\n \n\n\n\nCreate VLANs, inside VLANs, ..., inside VLANs : )\nUses IEEE 802.1ad to add multiple VLAN tags to ethernet frames.\n\nBridges\n \n #\n \n\n\nEx: br0, br-lan\n\nNetwork Bridges make multiple physical or virtual network interfaces act as if they were just one network interface.\nIn some ways, bridges are the opposite of VLANs.\nFor example, my local OpenWRT router groups all LAN ethernet devices and wireless radios into one logical LAN interface, called br-lan. This way my phone and laptop can easily connect to my desktop, even though the first two connect over WiFi and the last connects over wired ethernet. From each device's perspective, the network looks like a single unified network.\nSee: Linux Foundation Wiki - bridge\n\nBonds\n \n #\n \n\n\nEx: bond0\n\nNetwork Bonding allows you to combine multiple links into one big link for higher throughput or reliability.\n\nSee: Link Aggregation\n\n\nFor example, if you have two upstream eth interfaces that each support 50 Mbps throughput, you can bond them into one virtual eth interface with a maximum of 100 Mbps throughput.\n\nTunnels/Taps\n \n #\n \n\n\nEx: pppoe-dsl, wg0, tun0, tunl0, tap2, vpn1, sit0\n\nTunnels let you send L3 packets or L2 frames over a Tunneling Protocol, usually to a remote host.\nFor example, WireGuard is a secure VPN protocol that provides a secure wg0 tunnel interface.\n\nIt lets you send standard L4 TCP/UDP/whatever packets over the wg0 tunnel to configured remote WireGuard peers.\nData sent through the tunnel is wrapped, encrypted, and sent over WireGuard's UDP protocol to the destination peer.\nWireGuard servers maintain a Cryptokey routing table that associates a pubkey and set of allowed source CIDRs for each peer.\n\n\nLinux TUN/TAP lets userspace programs provide virtual software network interfaces at L3 (TUN, IP packets) or L2 (TAP, Ethernet frames).\n\nTUN devices can be used to intercept and dump packets, provide a userspace-implemented VPN, relay packets over TOR, and much more!\nSee: Linux Foundation Wiki > Tunneling\nSee: Linux Networking Documentation > Universal TUN/TAP\nSee: https://www.gabriel.urdhr.fr/2021/05/08/tuntap/\n\n\n\nSpecial Purpose\n \n #\n \n\n\nEx: icq0, teql0\n\nSome interfaces provide traffic shaping or load balancing functionality, like Intermediate Queueing Device (IMQ) for ingress shaping or True Link Equalizer which round-robins packets into 2-or-more interfaces.\n\n(Deprecated) Aliases\n \n #\n \n\n\nEx: eth4:5, eth4:6\n\nBack in the day, Linux only supported one IP+mask per interface. Aliases are a way to present an existing interface with more than one IP+mask. Aliases are no longer necessary, but exist for backwards-compatibility reasons.\nSee: Linux Networking Documentation > IP-Aliasing\n\nViewing the current network interfaces\n \n #\n \n\n\nOn a recent Linux kernel, you can easily view the available interfaces with ip addr. This command will list the current network interfaces along with their names, configuration, and CIDRs they're responsible for.\nQuickly, before we dive in, the network topology in these examples looks like:\n\t desktop\n.------------------------.\n| vEth eth eth fiber\n| WSL <---> Windows 11 <-|-> OpenWRT Router <---> Modem <---> ISP\n| |\n'------------------------'\n\nStarting with my desktop WSL Linux VM, the interfaces are fairly simple.\n# Desktop Computer, Linux running in WSL\n$ ip addr\n\n1: lo: <LOOPBACK,UP,LOWER_UP> mtu 65536 qdisc noqueue state UNKNOWN group default qlen 1000\n\n link/loopback 00:00:00:00:00:00 brd 00:00:00:00:00:00\n inet 127.0.0.1/8 scope host lo\n valid_lft forever preferred_lft forever\n inet6 ::1/128 scope host\n valid_lft forever preferred_lft forever\n\n2: eth0: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc mq state UP group default qlen 1000\n\n link/ether 00:12:34:77:55:aa brd ff:ff:ff:ff:ff:ff\n inet 172.20.114.28/20 brd 172.20.127.255 scope global eth0\n valid_lft forever preferred_lft forever\n inet6 fe80::215:5dff:fea9:713/64 scope link\n valid_lft forever preferred_lft forever\n\n# plus some disabled interfaces: bond0, dummy0, tunl0, sit0\n\nHere we have a local loopback (lo) interface and a virtual ethernet interface (eth0) to the Windows WSL virtual Ethernet adapter. Currently the WSL network interface is in NAT mode (as opposed to Bridge mode), so the WSL network is hidden from the outer LAN.\nUnderneath the WSL instance, we have the base Windows desktop machine. Here it's configured with a physical Ethernet interface to the local LAN OpenWRT router.\nPS > ipconfig\n\nWindows IP Configuration\n\n\nEthernet adapter Ethernet:\n\n Connection-specific DNS Suffix . : lan\n IPv6 Address. . . . . . . . . . . : 2601:646:ca00:2fb5:dcb2:595c:1f81:cfc6\n IPv6 Address. . . . . . . . . . . : fd5b:7e09:2223::88e\n IPv6 Address. . . . . . . . . . . : fd5b:7e09:2223:0:dcb2:595c:1f81:cfc6\n Temporary IPv6 Address. . . . . . : 2601:646:ca00:b0e:7576:98bc:5e6c:7eb1\n Temporary IPv6 Address. . . . . . : fd5b:7e09:2223:0:7576:98bc:5e6c:7eb1\n Link-local IPv6 Address . . . . . : fe80::dcb2:596c:1f81:cfc6%5\n IPv4 Address. . . . . . . . . . . : 10.69.69.111\n Subnet Mask . . . . . . . . . . . : 255.255.255.0\n Default Gateway . . . . . . . . . : fe80::5249:e0ff:febc:3f60%5\n 10.69.69.1\n\nEthernet adapter vEthernet (WSL):\n\n Connection-specific DNS Suffix . :\n Link-local IPv6 Address . . . . . : fe80::49ef:174b:890:ef00%22\n IPv4 Address. . . . . . . . . . . : 172.20.112.1\n Subnet Mask . . . . . . . . . . . : 255.255.240.0\n Default Gateway . . . . . . . . . :\n\nOr in a bit more detail (IPv4 at least)\nPS > netsh interface ipv4 show config\n\nConfiguration for interface \"Ethernet\"\n DHCP enabled: Yes\n IP Address: 10.69.69.111\n Subnet Prefix: 10.69.69.0/24 (mask 255.255.255.0)\n Default Gateway: 10.69.69.1\n Gateway Metric: 0\n InterfaceMetric: 25\n DNS servers configured through DHCP: 10.69.69.1\n Register with which suffix: Primary only\n WINS servers configured through DHCP: None\n\nConfiguration for interface \"Loopback Pseudo-Interface 1\"\n DHCP enabled: No\n IP Address: 127.0.0.1\n Subnet Prefix: 127.0.0.0/8 (mask 255.0.0.0)\n InterfaceMetric: 75\n Statically Configured DNS Servers: None\n Register with which suffix: Primary only\n Statically Configured WINS Servers: None\n\nConfiguration for interface \"vEthernet (WSL)\"\n DHCP enabled: No\n IP Address: 172.21.32.1\n Subnet Prefix: 172.21.32.0/20 (mask 255.255.240.0)\n InterfaceMetric: 5000\n Statically Configured DNS Servers: None\n Register with which suffix: None\n Statically Configured WINS Servers: None\n\nOn my OpenWRT router, the configuration gets a bit crazy.\n$ ip addr\n\n1: lo: <LOOPBACK,UP,LOWER_UP> mtu 65536 qdisc noqueue state UNKNOWN qlen 1000\n link/loopback 00:00:00:00:00:00 brd 00:00:00:00:00:00\n inet 127.0.0.1/8 scope host lo\n valid_lft forever preferred_lft forever\n inet6 ::1/128 scope host\n valid_lft forever preferred_lft forever\n\n2: eth0: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1508 qdisc mq state UP qlen 1024\n link/ether 34:f4:aa:91:ec:60 brd ff:ff:ff:ff:ff:ff\n inet6 fe80::5249:e0ff:febc:3f60/64 scope link\n valid_lft forever preferred_lft forever\n\n3: lan4@eth0: <NO-CARRIER,BROADCAST,MULTICAST,UP> mtu 1500 qdisc noqueue master br-lan state LOWERLAYERDOWN qlen 1000\n link/ether 34:f4:aa:91:ec:60 brd ff:ff:ff:ff:ff:ff\n4: lan3@eth0: <NO-CARRIER,BROADCAST,MULTICAST,UP> mtu 1500 qdisc noqueue master br-lan state LOWERLAYERDOWN qlen 1000\n link/ether 34:f4:aa:91:ec:60 brd ff:ff:ff:ff:ff:ff\n5: lan2@eth0: <NO-CARRIER,BROADCAST,MULTICAST,UP> mtu 1500 qdisc noqueue master br-lan state LOWERLAYERDOWN qlen 1000\n link/ether 34:f4:aa:91:ec:60 brd ff:ff:ff:ff:ff:ff\n6: lan1@eth0: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc noqueue master br-lan state UP qlen 1000\n link/ether 34:f4:aa:91:ec:60 brd ff:ff:ff:ff:ff:ff\n\n7: wan@eth0: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc noqueue state UP qlen 1000\n link/ether 36:f4:aa:91:ec:60 brd ff:ff:ff:ff:ff:ff\n inet 69.312.42.96/22 brd 69.312.42.255 scope global wan\n valid_lft forever preferred_lft forever\n inet6 2001:547:6143:b9:905:61b9:2a3:6aff/128 scope global dynamic noprefixroute\n valid_lft 258008sec preferred_lft 258008sec\n inet6 fe80::5049:e0ff:febc:3f60/64 scope link\n valid_lft forever preferred_lft forever\n\n10: mlan0: <BROADCAST,MULTICAST> mtu 1500 qdisc noop state DOWN qlen 1000\n link/ether 34:f4:aa:91:ec:63 brd ff:ff:ff:ff:ff:ff\n\n14: br-lan: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc noqueue state UP qlen 1000\n link/ether 34:f4:aa:91:ec:60 brd ff:ff:ff:ff:ff:ff\n inet 10.69.69.1/24 brd 10.69.69.255 scope global br-lan\n valid_lft forever preferred_lft forever\n inet6 2601:646:ca00:b0e::1/64 scope global dynamic noprefixroute\n valid_lft 258008sec preferred_lft 258008sec\n inet6 fd5b:7e09:2223::1/60 scope global noprefixroute\n valid_lft forever preferred_lft forever\n inet6 fe80::5249:e0ff:febc:3f60/64 scope link\n valid_lft forever preferred_lft forever\n\n15: wlan0: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc mq master br-lan state UP qlen 1000\n link/ether 34:f4:aa:91:ec:62 brd ff:ff:ff:ff:ff:ff\n inet6 fe80::5249:e0ff:febc:3f62/64 scope link\n valid_lft forever preferred_lft forever\n16: wlan1: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc mq master br-lan state UP qlen 1000\n link/ether 34:f4:aa:91:ec:61 brd ff:ff:ff:ff:ff:ff\n inet6 fe80::5249:e0ff:febc:3f61/64 scope link\n valid_lft forever preferred_lft forever\n\nJust like the others, we still have a loopback.\nTODO: explain what we're looking at : )\n","id":"https://phlip9.com/notes/networking/network interfaces/","title":"network interfaces"},"https://phlip9.com/notes/nvim/":{"body":"","id":"https://phlip9.com/notes/nvim/","title":"nvim"},"https://phlip9.com/notes/nvim/universal-ctags Notes/":{"body":"universal-ctags notes\n\nuseful regex debugger: https://regex101.com/\nsingle line regex:\n--regex-<lang>=/<line-pattern>/<tag-name-pattern>/<kind>/[<flags>]\nuseful flags:\n{exclusive}: don't run any other parsers on this line if the regex matches. useful for comments.\nmulti-line regex:\n--mline-regex-<lang>=/<line-pattern>/<tag-name-pattern>/<kind>/[<mline-flags>]\nuseful flags:\n{mgroup=N}: the capture group that decides where this tag is located (where you go when you go-to the tag). necessary for pretty much every mline regex AFAICT.\nuseful character classes:\n[[:blank:]] == [ \\t]\n[[:space:]] == \\s == any whitespace character (incl. newline if multi-line)\n","id":"https://phlip9.com/notes/nvim/universal-ctags Notes/","title":"universal-ctags Notes"},"https://phlip9.com/notes/performance/":{"body":"","id":"https://phlip9.com/notes/performance/","title":"performance"},"https://phlip9.com/notes/performance/bit hacks/":{"body":"bit hacks\n\nCollection of bit twiddling hacks with helpful explanations : )\nLinks\n \n #\n \n\n\n\nStanford Graphics Bit Twiddling Hacks - Sean Anderson\nHacker's Delight Algorithms List - Hank Warren\ngithub.com/gnzlbg/bitwise\nMatters Computational - Jörg Arndt\nBit Wizardry Page - Jörg Arndt\nharoldbot.nl - check equivalence of 32bit binary equations\n\nutils\n \n #\n \n\n\nJust some convenient functions for debugging.\nfn u32_into_nib_le(x: u32) -> [u8; 8] {\n\tlet [b0, b1, b2, b3] = x.to_le_bytes();\n\t[\n\t\tb0 & 0x0f,\n\t\t(b0 >> 4) & 0x0f,\n\t\tb1 & 0x0f,\n\t\t(b1 >> 4) & 0x0f,\n\t\tb2 & 0x0f,\n\t\t(b2 >> 4) & 0x0f,\n\t\tb3 & 0x0f,\n\t\t(b3 >> 4) & 0x0f,\n\t]\n}\n\nfn dbg_u8(lbl: &str, x: u8) -> u8 {\n\tprintln!(\"{:>12} {:08b}\", lbl, x);\n\tx\n}\n\nfn dbg_u32(lbl: &str, x: u32) -> u32 {\n\tprintln!(\"{:>12} {:032b}\", lbl, x);\n\tx\n}\n\nfn dbg_u32_byte(lbl: &str, x: u32) -> u32 {\n\tlet [b0, b1, b2, b3] = x.to_le_bytes();\n\tprintln!(\"{:>12} {:08b} {:08b} {:08b} {:08b}\", lbl, b3, b2, b1, b0);\n\tx\n}\n\nfn dbg_u32_nib(lbl: &str, x: u32) -> u32 {\n\tlet [n0, n1, n2, n3, n4, n5, n6, n7] = u32_into_nib_le(x);\n\tprintln!(\n\t\t\"{:>12} {:04b} {:04b} {:04b} {:04b} {:04b} {:04b} {:04b} {:04b}\",\n\t\tlbl, n7, n6, n5, n4, n3, n2, n1, n0,\n\t);\n\tx\n}\n\nfn dbg_u64_byte(lbl: &str, x: u64) -> u64 {\n let [b0, b1, b2, b3, b4, b5, b6, b7] = x.to_le_bytes();\n println!(\n \"{:>12} {:08b} {:08b} {:08b} {:08b} {:08b} {:08b} {:08b} {:08b}\",\n lbl, b7, b6, b5, b4, b3, b2, b1, b0,\n );\n x\n}\n\nNext k-bits Permutation Algorithm\n \n #\n \n\n\nSuppose we have an integer with 4-bits, xs = 00101101. We can get the next lexicographic bitvec next(xs) = 00101110 via the following algorithm:\n// given a k-bit vector `x` (i.e., `x.count_ones() == k`),\n// this fn returns the next k-bit vector permutation in\n// lexicographic order.\n//\n// ex:\n// 00001111 -> 00010111\n// \t\t00110101 -> 00101110\n// 00101110 -> 00110011\n//\n// notice that `x.count_ones() == next(x).count_ones()`\nfn next_kbit_perm(x: u32) -> u32 {\n\t// this is `x` but with trailing zeros set to ones\n\t//\n\t// ex:\n\t// \t\t00101101 -> 00101101\n\t// 00101100 -> 00101111\n\tlet t = x | x.wrapping_sub(1);\n\n\t// this selects only the trailing ones in `t`.\n\t// note: t always has at least one trailing one.\n\t//\n\t// ex:\n\t// 00001111 -> 00001111\n\t// \t \t00101111 -> 00001111\n\t// 00101101 -> 00000001\n\t// alt. ((!t & (!t).wrapping_neg()).wrapping_sub(1))\n\tlet u = (1_u8 << (t.trailing_ones())).wrapping_sub(1);\n\n\t// this sets the most significant bit that needs to\n\t// change (but leaves some trailing zeros that we\n\t// need to fixup later).\n\t//\n\t// ex:\n\t// 00001111 -> 00010000\n\t// \t\t00101011 -> 00101100\n\t// 00101111 -> 00110000\n\tlet v = t.wrapping_add(1);\n\n\t// the ones we need to add back into v to \"fix\" it\n\t//\n\t// ex:\n\t// \t\tx=00011101, u=00000001 -> 00000000\n\t// x=00011110, u=00011111 -> 00000111\n\t// \t\tx=00101011, u=00000011 -> 00000001\n\tlet w = u.wrapping_shr(x.trailing_zeros() + 1);\n\n\t// the next permutation\n\t(v | w)\n}\n\n\nwe can use this to generate all k-combinations of a given set, by representing each element of the set x_i as bit b_i.\n+ For example, let's say we have the set {A,B,C}. The combination {A,C} would be represented by the bitstring 101. Applying next_kbit_perm would then give us the next 2-combination 110 or {B,C}.\n\nNum leading/trailing zero bytes\n \n #\n \n\n\nfn u64_leading_zero_bytes_ref(x: u64) -> u32 {\n\tx.to_be_bytes().into_iter().take_while(|&b| b == 0).count() as u32\n}\n\n/// Return the number of leading bytes == 0x00\nfn u64_leading_zero_bytes(x: u64) -> u32 {\n x.leading_zeros() >> 3\n}\n\nfn u64_trailing_zero_bytes_ref(x: u64) -> u32 {\n\tx.to_le_bytes().into_iter().take_while(|&b| b == 0).count() as u32\n}\n\n/// Return the number of trailing bytes == 0x00\nfn u64_trailing_zero_bytes(x: u64) -> u32 {\n x.trailing_zeros() >> 3\n}\n\ngodbolt: https://godbolt.org/z/81a7E6f7M\nAny byte == 0\n \n #\n \n\n\nReturns true if any byte in x is zero.\nfn u32_any_byte_eqz_ref(x: u32) -> bool {\n\tx.to_ne_bytes()\n\t\t.into_iter()\n\t\t.any(|b| b == 0)\n}\n\nfn u32_any_byte_eqz(x: u32) -> bool {\n\t// subtract each individual byte by 1. if a byte is 0x00, this will\n\t// \"underflow\" to 0xff.\n\t//\n\t// for reference:\n\t// 0x0101_0101 00000001 00000001 00000001 00000001\n\tlet t = x.wrapping_sub(0x0101_0101);\n\t// for each byte in u, the upper bit is 1 if that corresponding bit\n\t// is 0 in x\n\t//\n\t// ex:\n\t// \t x\t0XXXXXXX 1XXXXXXX 1XXXXXXX 0XXXXXXX\n\t// 0x8080_8080 \t10000000 10000000 10000000 10000000\n\t// u 00000000 10000000 10000000 00000000\n\tlet u = !x & 0x8080_8080;\n\t// leave a 0x80 in a byte if the upper bit is 1\n\t//\n\t// this can only happen if\n\t// \t 1. the value in the byte has its msb set (after subtracting 1)\n\t// 2. the msb was not already 1 before subtracting\n\t//\n\t// (2.) implies the byte was in the range (0b00000000..=0b01111111).\n\t//\n\t// therefore the only value which will have its msb set after\n\t// subtracting is 0, since it will \"underflow\" to 0b11111111\n\tlet v = t & u;\n\n\tv != 0\n}\n\ngodbolt: https://godbolt.org/z/4Evq88seo\nAny nibble == 0\n \n #\n \n\n\nReturns true if any nibble in x is zero. This is just Any byte 0 but with the constants adjusted to work on every nibble rather than every byte.\nfn u32_any_nib_eqz_ref(x: u32) -> bool {\n\tu32_into_nib_le(x)\n\t\t.into_iter()\n\t\t.any(|nb| nb == 0)\n}\n\nfn u32_any_nib_eqz(x: u32) -> bool {\n\t// 0x1111_1111 0001 0001 0001 0001 0001 0001 0001 0001\n\t// 0x8888_8888 1000 1000 1000 1000 1000 1000 1000 1000\n\tlet t = x.wrapping_sub(0x1111_1111);\n\tlet u = !x & 0x8888_8888;\n\tlet v = t & u;\n\n\tv != 0\n}\n\ngodbolt: https://godbolt.org/z/fnf78rKvz\nAny specific bytes == 0\n \n #\n \n\n\nReturns true if any of a specific subset of the bytes in x are zero.\nmask is a bit-mask where each byte we want to select is equal to 0x01, for example, mask = 0x0100_0100 would select the 2nd and 4th bytes (1-indexed).\nfn u32_any_spec_nib_eqz_ref(x: u32, mask: u32) -> bool {\n\tx.to_ne_bytes().into_iter()\n\t\t.zip(mask.to_ne_bytes().into_iter())\n\t\t.any(|(b_x, b_mask)| (b_mask == 0x01) && (b_x == 0x00))\n}\n\nfn u32_any_spec_nib_eqz(x: u32, mask: u32) -> bool {\n\t// this is just 0x8888_8888, but only 8 where mask has a 1-nibble\n\tlet mask_hi = mask.wrapping_mul(0x8);\n\n\tlet t = x.wrapping_sub(mask);\n\tlet u = !x & mask_hi;\n\tlet v = t & u;\n\n\tv != 0\n}\n\nAny specific nibbles == 0\n \n #\n \n\n\nReturns true if any of a specific subset of the nibbles in x are zero.\nmask is a bit-mask where each nibble we want to select is equal to 0001, for example, mask = 0x1100_0010 would select the 2nd, 7th, and 8th nibbles (1-indexed).\nfn u32_any_spec_nib_eqz_ref(x: u32, mask: u32) -> bool {\n\tu32_into_nib_le(x)\n\t\t.into_iter()\n\t\t.zip(u32_into_nib_le(mask).into_iter())\n\t\t.any(|(nb_x, nb_mask)| (nb_mask == 0x1) && (nb_x == 0x0))\n}\n\nfn u32_any_spec_nib_eqz(x: u32, mask: u32) -> bool {\n\t// this is just 0x8888_8888, but only 8 where mask has a 1-nibble\n\tlet mask_hi = mask.wrapping_mul(0x8);\n\n\tlet t = x.wrapping_sub(mask);\n\tlet u = !x & mask_hi;\n\tlet v = t & u;\n\n\tv != 0\n}\n\ngodbolt: https://godbolt.org/z/Tfn9fbKKG\nAny byte b in range m < b < n\n \n #\n \n\n\nwhere 0 <= m <= 127 and 0 <= n <= 128.\nReturns true if any byte b in x is in the range m < b < n.\nfn u32_has_byte_between_ref(x: u32, m: u32, n: u32) -> bool {\n\tassert!((0..=127).contains(&m));\n\tassert!((0..=128).contains(&n));\n\n\tlet m = m as u8;\n\tlet n = n as u8;\n\n\tx.to_ne_bytes().into_iter().any(|b| (m < b) && (b < n))\n}\n\nfn u32_has_byte_between(x: u32, m: u32, n: u32) -> bool {\n\tassert!((0..=127).contains(&m));\n\tassert!((0..=128).contains(&n));\n\n\tlet mask = 0x0101_0101;\n\tlet s = mask * 127;\n\tlet y = mask * 128;\n\tlet w = mask * (127 + n);\n\tlet t = mask * (127 - m);\n\n\tlet u = x & s;\n\tlet z = (w - u) & (!x) & (u + t) & y;\n\n\tz != 0\n}\n\ngodbolt: https://godbolt.org/z/a5911ra73\nAny specific bytes b in range m < b < n\n \n #\n \n\n\nwhere 0 <= m <= 127 and 0 <= n <= 128.\nReturns true if any specific bytes b in x are in the range m < b < n, selected by a bit-mask mask.\nmask is a bit-mask where each byte we want to select is equal to 0x01, for example, mask = 0x0100_0100 would select the 2nd and 4th bytes (1-indexed).\nfn u32_has_spec_byte_between_ref(x: u32, mask: u32, m: u32, n: u32) -> bool {\n\tassert!((0..=127).contains(&m));\n\tassert!((0..=128).contains(&n));\n\n\tlet m = m as u8;\n\tlet n = n as u8;\n\n\tx.to_ne_bytes()\n\t\t.into_iter()\n\t\t.zip(mask.to_ne_bytes().into_iter())\n\t\t.any(|(b_x, b_mask)| (b_mask == 0x01) && (m < b_x) && (b_x < n))\n}\n\nfn u32_has_spec_byte_between(x: u32, mask: u32, m: u32, n: u32) -> bool {\n\tassert!((0..=127).contains(&m));\n\tassert!((0..=128).contains(&n));\n\n\tlet s = mask * 127;\n\tlet y = mask * 128;\n\tlet w = mask * (127 + n);\n\tlet t = mask * (127 - m);\n\n\tlet u = x & s;\n\tlet z = (w - u) & (!x) & (u + t) & y;\n\n\tz != 0\n}\n\ngodbolt: https://godbolt.org/z/aq8T9seEs\nAny specific nibbles nb in range m < nb < n\n \n #\n \n\n\nwhere 0 <= m <= 7 and 0 <= n <= 8.\nReturns true if any specific nibbles nb in x are in the range m < nb < n, selected by a bit-mask mask.\nmask is a bit-mask where each nibble we want to select is equal to 0001, for example, mask = 0x1100_0010 would select the 2nd, 7th, and 8th nibbles (1-indexed).\nfn u32_has_spec_nib_between_ref(x: u32, mask: u32, m: u32, n: u32) -> bool {\n\tassert!((0..=7).contains(&m));\n\tassert!((0..=8).contains(&n));\n\n\tlet m = m as u8;\n\tlet n = n as u8;\n\n\tu32_into_nib_le(x)\n\t\t.into_iter()\n\t\t.zip(u32_into_nib_le(mask).into_iter())\n\t\t.any(|(nb_x, nb_mask)| {\n\t\t\t(nb_mask == 0x1) && (m < nb_x) && (nb_x < n)\n\t\t})\n}\n\nfn u32_has_spec_nib_between(x: u32, mask: u32, m: u32, n: u32) -> bool {\n\tassert!((0..=7).contains(&m));\n\tassert!((0..=8).contains(&n));\n\n\tlet s = mask * 7;\n\tlet y = mask * 8;\n\tlet w = mask * (7 + n);\n\tlet t = mask * (7 - m);\n\n\tlet u = x & s;\n\tlet z = (w - u) & (!x) & (u + t) & y;\n\n\tz != 0\n}\n\ngodbolt: https://godbolt.org/z/PGfvT39z5\nElement-wise bytes less-than\n \n #\n \n\n\nfn u64_elementwise_bytes_lt_ref(x: u64, y: u64) -> u64 {\n\tassert!(x & 0x8080_8080_8080_8080_u64 == 0);\n\tlet bytes = x.to_le_bytes()\n\t\t.into_iter()\n\t\t.zip(y.to_le_bytes().into_iter())\n\t\t.map(|(bx, by)| if bx < by { 0x80_u8 } else { 0x00_u8 })\n\t\t.collect::<Vec<_>>();\n\tu64::from_le_bytes(<[u8; 8]>::try_from(&bytes[..]).unwrap())\n}\n\n/// Do an element-wise less-than comparison across each byte in `x` and `y`.\n/// Returns a mask where each byte is `0x80` if `bx < by` and `0x00` otherwise.\n/// Requires that each byte in `x` is in the range `0 <= bx <= 0x7f (127)`.\nfn u64_elementwise_bytes_lt(x: u64, y: u64) -> u64 {\n // ensure no elements in x are > 0x7f\n debug_assert!((x & 0x8080_8080_8080_8080) == 0);\n\n let a = 0x7f7f_7f7f_7f7f_7f7f_u64;\n let b = 0x8080_8080_8080_8080_u64;\n let c = a - x;\n\n // a = (0x7f << 56) + (0x7f << 48) + .. + (0x7f << 0)\n // x = (b7 << 56) + (b6 << 48) + .. + (b0 << 0)\n // c = ((0x7f - b7) << 56) + .. + ((0x7f - b0) << 0)\n\t// iff. bi <= 0x7f forall i\n\n // (((by & 0x7f) + (0x7f - bx) > 0x7f) || (by > 0x7f)\n // by' + 0x7f - bx > 0x7f\n // by' - bx > 0x7f\n // (by' > bx) || (by > 0x7f)\n\n ((y & a).wrapping_add(c) | y) & b\n}\n\ngodbolt: https://godbolt.org/z/fzGT4bonz\nLeading byte index less-than\n \n #\n \n\n\nfn u64_leading_byte_idx_lt_ref(x: u64, y: u64) -> Option<u8> {\n\tx.to_le_bytes().into_iter()\n\t\t.zip(y.to_le_bytes().into_iter())\n\t\t.rposition(|(bx, by)| bx < by)\n\t\t.map(|idx| idx as u8)\n}\n\n/// Given two u64's, `x` and `y`, where all bytes `bx` in `x` are in the range\n/// `0 <= bx <= 0x7f (127)`, return the _byte index_ (i.e., idx = 0 = least\n/// significant byte, idx = 7 = most-significant byte) of the first leading byte\n/// `by` in `y` where `by > bx`. (i.e., starting from the most-significant byte).\n///\n/// Returns `None` if there are no bytes in `y` greater than their corresponding\n/// byte in `x`.\nfn u64_leading_byte_idx_lt(x: u64, y: u64) -> Option<u8> {\n let mask_0x80 = u64_elementwise_bytes_lt(x, y);\n\n if mask_0x80 != 0 {\n Some((7 - u64_leading_zero_bytes(mask_0x80)) as u8)\n } else {\n None\n }\n}\n\ngodbolt: https://godbolt.org/z/aadbsqjve\nTrailing byte index single byte less-than\n \n #\n \n\n\nfn u64_trailing_byte_idx_lt_ref(n: u8, y: u64) -> Option<u8> {\n\ty.to_le_bytes()\n\t\t.into_iter()\n\t\t.position(|by| n < by)\n\t\t.map(|idx| idx as u8)\n}\n\n/// Return the _byte index_ of the first _trailing_ byte `by` in `y` where\n/// `n < by`.\nfn u64_trailing_byte_idx_lt(n: u8, y: u64) -> Option<u8> {\n // broadcast byte `n` across all bytes\n let x = 0x0101_0101_0101_0101_u64 * (n as u64);\n // set 0x80 in all bytes where `n < by`\n let mask_0x80 = u64_elementwise_bytes_lt(x, y);\n\n if mask_0x80 != 0 {\n Some(u64_trailing_zero_bytes(mask_0x80) as u8)\n } else {\n None\n }\n}\n\ngodbolt: https://godbolt.org/z/3n5s1TMnW\npdep - parallel bit deposit\n \n #\n \n\n\nLike \"spreading\" out compact bits onto a mask.\nSee: https://github.com/phlip9/fastperm_benches/blob/master/src/select64.rs#L123\nselect - get the index of the i'th 1-bit in a mask\n \n #\n \n\n\nSee: https://github.com/phlip9/fastperm_benches/blob/master/src/select64.rs#L19\nGenerate all possible masks\n \n #\n \n\n\nA proptest strategy for generating all possible combinations of bits, mask that match a \"meta\" mask. By \"match\" I mean meta_mask & mask == mask, i.e., mask is a subset of meta_mask.\nfn u32_arb_mask(meta_mask: u32) -> impl Strategy<Value = u32> {\n\tlet nmasks: u32 = 1 << meta_mask.count_ones();\n\n\t(0..=nmasks)\n\t\t.prop_map(move |mask_idx| pdep32(mask_idx, meta_mask))\n}\n\nSum all nibbles\n \n #\n \n\n\nGiven x = AAAA BBBB CCCC DDDD EEEE FFFF GGGG HHHH, returns the sum AAAA + BBBB + CCCC + DDDD + EEEE + FFFF + GGGG + HHHH.\nfn u32_sum_nibs_ref(x: u32) -> u32 {\n\tu32_into_nib_le(x)\n\t\t.into_iter()\n\t\t.map(|x| x as u32)\n\t\t.sum()\n}\n\n// this implementation is just a truncated popcnt/count_ones.\n// it's truncated in that we skip horizontal summing the bits and\n// half-nibbles and just dive right into horizontal summing the\n// nibbles.\n//\n// visually:\n//\n// x AAAA BBBB CCCC DDDD EEEE FFFF GGGG HHHH\n// y 000A BABA 000C DCDC 000E FEFE 000G HGHG (1.)\n// z 0000 0000 00AB CDAB 0000 0000 00EF GHEF (2.)\n// w 0000 0000 0000 0000 0000 0000 0ABC DEFG (3.)\n//\n// (1.) note that any horizontal sum AAAA + BBBB will fill at most\n// _5_ bits. (log2(16 + 16) == 5)\n// (2.) each will fill at most _6_ bits. (log2(32 + 32) == 6)\n// (3.) the result will fill at most _7_ bits. (log2(64 + 64) == 7)\nfn u32_sum_nibs_simple(x: u32) -> u32 {\n const NIBS_0246: u32 = 0x0f0f_0f0f;\n const NIBS_0145: u32 = 0x00ff_00ff;\n const NIBS_0123: u32 = 0x0000_ffff;\n\n\t// like taking each individual byte and replacing it with the sum\n\t// of its hi and lo nibbles.\n let y = (x & NIBS_0246) + ((x >> 4) & NIBS_0246);\n\t// for each individual half-word, replace it with the sum of its\n\t// hi and lo bytes.\n\tlet z = (y & NIBS_0145) + ((y >> 8) & NIBS_0145);\n\t// our result is then the sum of the remaining hi and lo\n\t// half-words!\n let w = (z & NIBS_0123) + ((z >> 16) & NIBS_0123);\n\n\tw\n}\n\n// this one's pretty cool and compact : )\n//\n// it starts off like the one before, horizontal summing the adjacent\n// nibbles in each byte.\n//\n// the trick here is to somehow get the horizontal sum of all bytes\n// into the _last_ byte, then shift down so only the last byte is left.\n//\n// we can decompose any 32-bit integer into base 256, where the\n// ith coefficient is the ith byte:\n//\n// B = 2^8\n// y = (b3 * B^3) + (b2 * B^2) + (b1 * B^1) + (b0 * B^0) (mod 2^32)\n// = (b3 * 2^24) + (b2 * 2^16) + (b1 * 2^8) + (b0 * 2^0) (mod 2^32)\n//\n// we want to reach the following:\n//\n// z = ((b3 + b2 + b1 + b0) * 2^24) + (XXX) (mod 2^32)\n// \t where 0 <= b0, b1, b2, b3 < 32\n// and (XXX) < 0x00ff_ffff (so it doesn't overflow into the\n// \t\t\t\t\t\t\t\t part care about)\n//\n// consider one of the individual bytes multiplied by 0x0101_0101\n//\n// y2 = b2 * 2^16\n// y2 * 0x0101_0101 = b2 * (0x0101_0101 * 2^16)\n// \t\t\t\t\t= b2 * (0x0101_0101 << 16)\n// \t\t\t\t\t= b2 * 0x0101_0000\n// \t\t\t\t\t= 0xb2b2_0000\n//\n// then, expanding all byte sections\n//\n// y0 = b0 * 2^0\n// y1 = b1 * 2^8\n// y2 = b2 * 2^16\n// y3 = b3 * 2^24\n//\n// y = y0 + y1 + y2 + y3\n//\n// y0 * 0x0101_0101 = b0 * (0x0101_0101 << 0)\n//\t\t\t\t\t= b0 * 0x0101_0101\n// = 0xb0b0_b0b0\n// y1 * 0x0101_0101 = b1 * (0x0101_0101 << 8)\n//\t\t\t\t\t= b1 * 0x0101_0100\n// = 0xb1b1_b100\n// y2 * 0x0101_0101 = b2 * (0x0101_0101 << 16)\n//\t\t\t\t\t= b2 * 0x0101_0000\n// = 0xb2b2_0000\n// y3 * 0x0101_0101 = b3 * (0x0101_0101 << 24)\n//\t\t\t\t\t= b3 * 0x0100_0000\n// = 0xb300_0000\n// y * 0x0101_0101 = (y0 + y1 + y2 + y3) * 0x0101_0101\n// = 0xb0b0_b0b0 + 0xb1b1_b100 +\n//\t 0xb2b2_0000 + 0xb300_0000\n// = [b0, b0+b1, b0+b1+b2, b0+b1+b2+b3]\n//\n// which has exactly what we want, b0+b1+b2+b3 in the last byte!\n// (with some leftover junk in the lower bytes, but we can just\n// ignore that when we down shift).\n//\n// since we're doing a horizontal sum to get `y`, and each nibble\n// must be in the range 0 <= nb < 16, it follows that each byte\n// (which is a sum of two nibbles here) must be in the range:\n// 0 <= b < 32. this means none of the byte sums will overflow,\n// since 32 * 4 = 128 <= 256\nfn u32_sum_all_nibs(x: u32) -> u32 {\n // a mask that selects the lo nibble in each byte.\n const NIBS_0246: u32 = 0x0f0f_0f0f;\n\n // horizontal sum hi and lo nibbles in each byte, placing in the\n\t// lo nibble.\n let y = (x & NIBS_0246) + ((x >> 4) & NIBS_0246);\n\n // if y = [y0, y1, y2, y3] bytes and each byte b is in the range\n\t// 0 <= b < 64, then multiplying by 0x0101_0101 will yield\n // z = [y0, y0 + y1, y0 + y1 + y2, y0 + y1 + y2 + y3] without\n\t// any overflows.\n //\n // since each byte in y is the sum of two nibbles nb where\n\t// 0 <= nb < 16, it follows that 0 <= b = nb_lo + nb_hi < 32 < 64\n\t// so we won't have any overflows\n let z = y.wrapping_mul(0x0101_0101);\n\n // select the last byte in z, which contains our desired sum:\n // z3 = y0 + y1 + y2 + y3\n // = (nb0 + nb1) + (nb2 + nb3) + (nb4 + nb5) + (nb6 + nb7)\n z >> 24\n}\n\ngodbolt: https://godbolt.org/z/4EcYae1fj\n","id":"https://phlip9.com/notes/performance/bit hacks/","title":"bit hacks"},"https://phlip9.com/notes/performance/dtrace on macOS/":{"body":"dtrace on macOS\n\nsetup: disable system integrity protection for dtrace\n \n #\n \n\n\nBy default, macOS won't let you run dtrace, even when run as root. Fortunately we can can carve out a specific exception for dtrace. To do that we'll have to boot into recovery mode:\n\nTurn off the computer.\nHold down the power button for ~10 sec, until a screen pops up with two options.\nSelect \"Options\" to boot into recovery mode.\nIgnore the initial screen and instead select \"Terminal\" from the top bar.\nRun csrutil enable --without dtrace.\nReboot normally.\n\nOnce you're booted back in, try running sudo dtruss bash -c echo foo and you should see some output.\nsyscall counts of running process\n \n #\n \n\n\n$ sudo dtrace -n 'syscall:::entry/pid == 1234/{ @syscalls[probefunc] = count(); }'\n\n# .. collect data, then hit CTRL-C .. #\n^C\n\nchmod 3\nclose 3\nfchown 3\nrename 3\ngetuid 5\nlstat64 6\n# ..\nfcntl 105\nopen_nocancel 313\nfcntl_nocancel 322\nfstat64 322\nclose_nocancel 391\nread 465\nwrite 480\nstat64 685\nkevent 1333\n\ntrace bytes read by all processes\n \n #\n \n\n\n$ sudo dtrace -n \"syscall::read:entry { @bytes[execname] = sum(arg2); }\"\ndtrace: description 'syscall::read:entry ' matched 1 probe\n^C\n\nsudo 2\nplugin-container 10\nkarabiner_observer 4096\ntmux 4096\nkarabiner_console_user_server 8192\nkarabiner_session_monitor 9216\ncfprefsd 17665\nfirefox 32787\ngit 33225\nkarabiner_grabber 38912\nKarabiner-DriverKit-VirtualHIDDe 51200\npostgres 57397\nlocationd 57680\nsharingd 57680\nObsidian Helper (Renderer) 399360\nmds 1326816\nfseventsd 1777432\nalacritty 4194560\nmdworker_shared 5242880\n\ntrace spawned processes\n \n #\n \n\n\n$ sudo dtrace -qn \"syscall::posix_spawn:entry { printf(\\\"%Y %s\\n\\\", walltimestamp, copyinstr(arg1)); }\"\n\n^[2023 Jan 30 13:29:50 /usr/bin/git\n2023 Jan 30 13:29:50 /usr/bin/git\n2023 Jan 30 13:29:52 /usr/libexec/xpcproxy\n2023 Jan 30 13:29:52 /opt/homebrew/opt/postgresql@14/bin/postgres\n2023 Jan 30 13:29:55 /usr/libexec/xpcproxy\n2023 Jan 30 13:29:55 /System/Library/Frameworks/CoreServices.framework/Frameworks/Metadata.framework/Versions/A/Support/mdworker_shared\n2023 Jan 30 13:30:02 /usr/libexec/xpcproxy\n2023 Jan 30 13:30:02 /opt/homebrew/opt/postgresql@14/bin/postgres\n2023 Jan 30 13:30:05 /usr/libexec/xpcproxy\n2023 Jan 30 13:30:05 /usr/sbin/newsyslog\n2023 Jan 30 13:30:12 /usr/libexec/xpcproxy\n2023 Jan 30 13:30:12 /opt/homebrew/opt/postgresql@14/bin/postgres\n\nFind longest syscalls\n \n #\n \n\n\n$ sudo dtrace -qn \\\n\t'syscall:::entry { self->ts = timestamp; } syscall:::return/self->ts/ { printf(\"%d µs, %s\\n\", (timestamp - self->ts) / 1000, probefunc); self->ts = 0; }' \\\n -c 'bash -c \"python3 -c \\\"print(123)\\\"\"' \\\n\t| sort -h\n\n..\n42 µs, ioctl\n44 µs, open_nocancel\n44 µs, shared_region_check_np\n351 µs, execve\n943 µs, ioctl\n1279 µs, workq_kernreturn\n1348 µs, psynch_cvwait\n\nsome oneliners\n \n #\n \n\n\n# Files opened by process. Very useful when reversing:\ndtrace -n 'syscall::open*:entry { printf(\"%s %s\", execname, copyinstr(arg0)); }'\n\n# Syscall count by program:\ndtrace -n 'syscall:::entry { @num[execname] = count(); }'\n\n# Syscall count by syscall:\ndtrace -n 'syscall:::entry { @num[probefunc] = count(); }'\n\n# Syscall count by PID:\ndtrace -n 'syscall:::entry { @num[pid,execname] = count(); }'\n\n# Read bytes by process:\ndtrace -n 'syscall::read:entry { @bytes[execname] = sum(arg0); }'\n\n# Periodic breakdown of written bytes by process:\ndtrace -n 'syscall::write:* { @bytes[execname] = sum(arg0); } tick-5sec { printa(@bytes); trunc(@bytes); }'\n\n# Read size distribution by process:\ndtrace -n 'syscall::read:entry { @dist[execname] = quantize(arg0); }'\n\n# Write size distribution by process:\ndtrace -n 'syscall::write:entry { @dist[execname] = quantize(arg0); }'\n\n# Disk size (in blocks) by process:\ndtrace -n 'io:::start { printf(\"%d %s %d\", pid, execname, args[0]->b_bcount); }'\n\n# Pages paged in by process:\ndtrace -n 'vminfo::vm_fault_enter:pgin { @pg[execname] = sum(arg0); }'\n\n# Minor faults by process:\ndtrace -n 'vminfo:::as_fault { @mem[execname] = sum(arg0); }'\n\n# Interrupts by CPU:\ndtrace -n 'sdt:::interrupt-start { @num[cpu] = count(); }'\n\n# New processes with arguments and time:\ndtrace -qn 'syscall::exec*:return { printf(\"%Y %s\\n\",walltimestamp,curpsinfo->pr_psargs); }'\n\n# Successful signal details:\ndtrace -n 'proc:::signal-send /pid/ { printf(\"%s -%d %d\",execname,args[2],args[1]->pr_pid); }'\n\n# System call breakdown for the process with PID 31337:\ndtrace -n syscall:::entry'/pid == 31337/{ @syscalls[probefunc] = count(); }'\n\n# Tracking memory page faults for process:\ndtrace -n 'vminfo:::as_fault { @mem[execname] = sum(arg0); }'\n\n# iOS Intruments-like malloc size distribution plot:\ndtrace -n 'pid$target::malloc:entry { @ = quantize(arg0); }' -p PID\n\n# Memory allocation via malloc by stack trace and requested size:\ndtrace -n 'pid$target::malloc:entry { @[ustack()] = sum(arg0); }' -p PID\n\n# Rate of disk I/O:\ndtrace -n 'io:::start { @io = count(); } tick-1sec { printa(\"Disk I/Os per second: %@d\\n\", @io); trunc(@io); }'\n\ntrace spawned processes w/ full arguments\n \n #\n \n\n\n// file: /usr/local/bin/traceexec.d\n\n#!/usr/sbin/dtrace -C -s\n#pragma D option quiet\n\ndtrace:::BEGIN\n{\n printf(\"PID\\tPPID\\tTIME\\tPATH\\tARGV\\n\")\n}\n\n// remember that probes are executed _in the order they appear in the file_\n// and that probe-local variables (this->XXX) are shared across activated\n// probes.\n\n// Since `arg0` and `argv[idx]` are in user-space and probes are run in\n// kernel-space, we have to first `copyin[str](..)` the user-space strings\n// before we can process them.\n\nsyscall::execve:entry\n/pid == $target || progenyof($target)/\n{\n this->path = copyinstr(arg0);\n this->argv = args[1];\n}\n\nsyscall::posix_spawn:entry\n/pid == $target || progenyof($target)/\n{\n this->path = copyinstr(arg1);\n this->argv = args[3];\n}\n\n#define SAFE_ARGC(idx) ((this->argc != (idx) || this->argv[(idx)] == NULL) ? this->argc : (this->argc + 1))\n#define SAFE_ARGV(idx) ((this->argc > (idx)) ? copyinstr((user_addr_t) this->argv[(idx)]) : \"\")\n\nsyscall::execve:entry,\nsyscall::posix_spawn:entry\n/pid == $target || progenyof($target)/\n{\n this->pid=pid;\n this->ppid=ppid;\n\n // DTrace doesn't support loops, so we have to manually unroll the argc\n // and argv processing.\n\n this->argc = 0;\n this->argc = SAFE_ARGC(0);\n this->argc = SAFE_ARGC(1);\n this->argc = SAFE_ARGC(2);\n this->argc = SAFE_ARGC(3);\n this->argc = SAFE_ARGC(4);\n this->argc = SAFE_ARGC(5);\n this->argc = SAFE_ARGC(6);\n this->argc = SAFE_ARGC(7);\n this->argc = SAFE_ARGC(8);\n this->argc = SAFE_ARGC(9);\n\n printf(\"%d\\t\", pid);\n printf(\"%d\\t\", ppid);\n printf(\"%Y\\t\", walltimestamp);\n printf(\"%s\\t\", this->path);\n printf(\"%s \", SAFE_ARGV(1));\n printf(\"%s \", SAFE_ARGV(2));\n printf(\"%s \", SAFE_ARGV(3));\n printf(\"%s \", SAFE_ARGV(4));\n printf(\"%s \", SAFE_ARGV(5));\n printf(\"%s \", SAFE_ARGV(6));\n printf(\"%s \", SAFE_ARGV(7));\n printf(\"%s \", SAFE_ARGV(8));\n printf(\"%s \", SAFE_ARGV(9));\n printf(\"\\n\");\n}\n\n#undef SAFE_ARGC\n#undef SAFE_ARGV\n\nreference\n \n #\n \n\n\nOracle - Dynamic Tracing Guide (pdf)\n","id":"https://phlip9.com/notes/performance/dtrace on macOS/","title":"dtrace on macOS"},"https://phlip9.com/notes/performance/profiling/":{"body":"profiling\n\nViewing perf results\n \n #\n \n\n\nSee WSL2 custom kernel > perf for how to collect and transform profile records with perf.\nUse https://www.speedscope.app/ to view perf.data (after converting to text format with perf script).\nSpeedscope Views\n \n #\n \n\n\n\n\nTime Order\nShows call stacks ordered by chronological order. Useful for seeing what is happening over time (e.g., first DB call, then request, then ...).\n\n\nLeft Heavy a.k.a. Icicle View\nShows identical stacks grouped together regardless of chronological order. The heaviest stack is always on the left. Basically flamegraph view but upside down (top stack on top).\n\n\nSandwich\nShows a table of all functions by total time spent. Clicking on a function will show you the \"Left Heavy\" view (but just for callers and callees of that function).\n\n\n","id":"https://phlip9.com/notes/performance/profiling/","title":"profiling"},"https://phlip9.com/notes/performance/simdjson talk/":{"body":"simdjson talk\n\n\"Data Engineering at the Speed of Your Disk\" - Daniel Lemire - 2020\n\nModern disks are pretty fast\n\nPCIe 4 disks: 5 GB/s sequential read\n\n\nModern datacenter VPC network real fucking fast\n\n50 Gb/s (6.25 GiB/s) and better\n\n\nIf we can't eat data at many GB/s, we'll literally be CPU-bound reading from disk or network!\nHow fast can we allocate memory?\n\n// almost instant (just virtual memory)\nlet mut buf = Vec::with_capacity(size);\n\n// actually instantiate physical pages\nfor i in (0..buf.len()).step_by(page_size) {\n\tbuf[i] = 0;\n}\n\n3.5 GB/s (Linux, Skylake 3.4 GHz, 4 KiB pages)\n\nHow fast can we, e.g., remove spaces from a string?\n\nAssume 1% space density (minified json)\n\n\n\nfor i in 0..buf.len() {\n\tif buf[i] > 32 /* space as decimal = 32 */ {\n\t\tbuf[i + 1] = buf[i];\n\t}\n}\n\n1.6 GB/s\n\nJust working byte-by-byte will already have limit of ~3.5 GB/s b/c our processor is 3.5 GHz.\nWe're already slower than disk if we work byte-by-byte.\nso how are we going to go faster? SIMD : )\n\nAVX-512 instructions can operate on an entire cache-line at once : 0\n\n\nWorking with SIMD\n\n\n(1) use SIMD intrinsics. produces very disgusting code though.\n\n\n(2) pray / massage code so compiler auto-vectorizes : )\n\n\ndespacer with SIMD\n\n\n// filled with spaces\n__m128i spaces = _mm_set1_epi8(' ');\n\nfor (i = 0; i + 15 < size; i += 16) {\n\t// load next chunk\n\t__m128i x = _mm_loadu_si128(bytes + i);\n\n\t// set a 1 byte anywhere we have an x byte <= 32\n\t__m128i anywhite = _mm_cmpeq_epi8(spaces, _mm_max_epu8(spaces, x));\n\n\t// condense anywhite mask into a packed u64 mask\n\tuint64_t mask16 = _mm_movemask_epi8(anywhite);\n\n\t// basically a pdep, but deposit the non-space bytes at the front\n\tx = _mm_shuffle_epi8(x, despace_mask16[mask16 & 0x7fff]);\n\n\t// store in-place\n\t_mm_storeu_si128(bytes + pos, x);\n\t// increment our in-place output pointer only by the # non-spaces.\n\tpos += 16 - mask16.count_ones();\n}\n\n\n\nbase64 encode / decode lemire/fastbase64\n\ncan encode w/ SIMD in only 3 instructions : 0 (mod loads/stores)\ndecoding closer to 7 instructions\nonce your data is not just in L1/L2 cache, this is just as fast as a memcpy\n\n\n\nutf-8 encode / decode\n\n\nbyte-by-byte approach only 300 MB/s D :\n\n\nif b1 < 0x80 {\n\treturn true; // ascii\n}\nif b1 < 0xe0 {\n\tif b1 < 0xc2 || b2 > 0xbf {\n\t\treturn false;\n\t}\n} else if b1 < 0xf0 {\n\t// 3 byte form\n\tif b2 > 0xbf || (b1 == 0xe0 && b2 < 0xa0) || (b1 == 0xed && b2 >= 0xa0) {\n\t\t// ..\n\t} else {\n\t\t// ..\n\t}\n} else {\n\t// 4 byte form\n\t// ..\n}\n\n\n\nusing SIMD: 8 GB/s\n\n\nusing 32-byte chunks, ~20 instructions. branch-less\n\n\nhttps://github.com/lemire/fastvalidate-utf-8\n\n\nJSON for Modern C++ library (nlohmann-json)\n\n\n0.1 GB/s (Skylake 3.4 GHz, GCC8, file: twitter.json)\n\n\nrapidjson\n\n\n0.3 GB/s (Skylake 3.4 GHz, GCC8, file: twitter.json)\n\n\nboth of these libs nowhere near disk/network speed\n\n\nwhat is our \"roofline\" benchmark?\n\n\nlet mut all_line_lens = 0;\nfor line in reader.lines() {\n\tall_line_lens += line.len();\n}\n\n\n\n1.4 GB/s (Skylake 3.4 GHz, GCC8, file: twitter.json)\n\n\nbut you can actually go faster!\n\n\nsimdjson\n\n\n2.5 GB/s (Skylake 3.4 GHz, GCC8, file: twitter.json)\n\n\nsome of the tricks used in simdjson\n\n\nFind the span of the string\n\nGiven a mask containing quotes, return a mask set to 1 in the string span regions.\n__1________1________1___1 quotes\n___11111111__________111_ string regions\n\n\n\nmask = quote xor (quote << 1);\nmask = mask xor (mask << 2);\nmask = mask xor (mask << 4);\nmask = mask xor (mask << 8);\n// ..\n\n\n\nstring span can actually be done in one instruction : 0\n\n\nNumber parsing is expensive\n\nstrtod\n90 MB/s\n38 cycles / byte\n10 branch misses / float\nyikes!\n\n\n\nSIMD approach\n\n\nfn contains_8_digits(buf: &[u8; 8]) -> bool {\n\tlet val = u64::from_ne_bytes(buf);\n\t( (val & 0xf0f0_f0f0_f0f0_f0f0) |\n\t\t(((val + 0x0606_0606_0606_0606) & 0xf0f0_f0f0_f0f0_f0f0) >> 4)\n\t) == 0x3333_3333_3333_3333\n}\n\nfn parse_8_digits_unrolled(buf: &[u8; 8]) -> u32 {\n\tlet mut val = u64::from_ne_bytes(buf);\n\tval = ((val & 0x0f0f_0f0f_0f0f_0f0f) * 2561) >> 8;\n\tval = ((val & 0x00ff_00ff_00ff_00ff) * 6553601) >> 16;\n\t((val & 0x0000_ffff_0000_ffff) * 42949672960001) >> 32\n}\n\nhttps://github.com/lemire/fast-float-rust\n","id":"https://phlip9.com/notes/performance/simdjson talk/","title":"simdjson talk"},"https://phlip9.com/notes/postgres/":{"body":"","id":"https://phlip9.com/notes/postgres/","title":"postgres"},"https://phlip9.com/notes/postgres/postgres performance tuning/":{"body":"postgres performance tuning\n\nuse separate disks for DB data and WAL files\n \n #\n \n\n\nAn excerpt from the official postgres manual:\n\nIt is advantageous if the WAL is located on a different disk from the main database files. This can be achieved by moving the pg_wal directory to another location (while the server is shut down, of course) and creating a symbolic link from the original location in the main data directory to the new location.\nPostgreSQL WAL Internals\n\nRelated info from an azure cloud disk performance tuning guide:\n\nAs an example, you can apply these guidelines to SQL Server running on Premium Storage by doing the following,\n\nConfigure \"ReadOnly\" cache on premium storage disks hosting data files.\na. The fast reads from cache lower the SQL Server query time since data pages are retrieved much faster from the cache compared to directly from the data disks.\nb. Serving reads from cache, means there is additional Throughput available from premium data disks. SQL Server can use this additional Throughput towards retrieving more data pages and other operations like backup/restore, batch loads, and index rebuilds.\nConfigure \"None\" cache on premium storage disks hosting the log files.\na. Log files have primarily write-heavy operations. Therefore, they do not benefit from the ReadOnly cache.\n\nAzure disk caching performance guide\n\nSee also: https://learn.microsoft.com/en-us/azure/azure-sql/virtual-machines/windows/performance-guidelines-best-practices-storage?view=azuresql\npgMustard - EXPLAIN Glossary\n \n #\n \n\n\nA glossary for what all the terms in an EXPLAIN ANALYZE query mean.\npgMustard ($100/yr) - EXPLAIN ANALYZE query analyzer-analyzer\n \n #\n \n\n\n\nHelps you review Postgres query plans quickly\nA simple yet powerful tool to help you speed up queries\nReading EXPLAIN ANALYZE output can be tough.\nEven if you know how, Postgres includes so much useful information, it is easy to miss something important. And for queries that do a lot, the plans are even more useful-yet-time-consuming.\npgMustard speeds up your journey from knowing which query is a problem to working out what can be done about it.\n\n","id":"https://phlip9.com/notes/postgres/postgres performance tuning/","title":"postgres performance tuning"},"https://phlip9.com/notes/postgres/snippets/":{"body":"snippets\n\n\nRemember strings must be surrounded with single quotes '' not double quotes \"\"!\n\n\"dry run\" in psql repl\n \n #\n \n\n\nDon't know why I didn't think of this. Literally just wrap everything in a transaction. If you fuck up, just rollback.\nbegin;\n\n-- whatever queries --\n\nrollback;\n-- or\ncommit;\n\nbetter printing for long rows\n \n #\n \n\n\n\\x auto\n\nupdate, then print new values\n \n #\n \n\n\nupdate payment\nset id = 'os_57ea76' where id = 'or_57ea76'\nreturning created_at, id;\n\nupdate payment\nset id = replace(id, 'or_', 'os_')\nwhere starts_with(id, 'or_')\nreturning created_at, id;\n\nupsert\n \n #\n \n\n\n-- silently ignore on conflict\ninsert into \"user\"\nvalues ('442e9dd9d1a3e39c203ce131492090d7', '4e718d3c17d3f4c67e2eaa26da2feb66')\non conflict (user_pk) do nothing;\n\n-- replace on conflict\ninsert into \"user\"\nvalues ('442e9dd9d1a3e39c203ce131492090d7', '4e718d3c17d3f4c67e2eaa26da2feb66')\non conflict (user_pk) do update set node_pk = EXCLUDED.node_pk;\n\n-- also return\ninsert into \"user\"\nvalues ('442e9dd9d1a3e39c203ce131492090d7', '4e718d3c17d3f4c67e2eaa26da2feb66')\non conflict (user_pk) do update set node_pk = EXCLUDED.node_pk\nreturning user_pk, node_pk;\n\nexplore db\n \n #\n \n\n\n-- show tables (basic info)\n# \\dt\n List of relations\n Schema | Name | Type | Owner\n--------+------------------+-------+-------\n public | payment | table | lx\n public | seaql_migrations | table | lx\n public | user | table | lx\n(3 rows)\n\n-- show tables (more detail)\n# \\dt+\n List of relations\n Schema | Name | Type | Owner | Persistence | Access method | Size | Description\n--------+------------------+-------+-------+-------------+---------------+--------+-------------\n public | payment | table | lx | permanent | heap | 172 kB |\n public | seaql_migrations | table | lx | permanent | heap | 16 kB |\n public | user | table | lx | permanent | heap | 16 kB |\n(10 rows)\n\nstring length\n \n #\n \n\n\nselect length('1234');\n length\n--------\n 64\n(1 row)\n\nhex\n \n #\n \n\n\n-- hex encode\nselect encode(data, 'hex');\n encode\n--------\n 7dd6a30e8559db3da3bd\n(1 row)\n\n-- hex decode\nselect decode('01abef', 'hex');\n decode\n----------\n \\x01abef\n(1 row)\n\n-- hex binary literal\nselect x'01abefff';\n ?column?\n--------------------------\n 000100101010101111101111\n(1 row)\n\n","id":"https://phlip9.com/notes/postgres/snippets/","title":"snippets"},"https://phlip9.com/notes/postgres/types of scans/":{"body":"types of scans\n\nWhen analyzing Postgres query plans, you'll see a tree of different kinds of \"scans\". These scans determine how the DB plans to look through the different internal datastructures and indexes in order to fetch the data needed to execute your query.\nFor example, we can use explain to see that this query uses a single \"Index Scan\":\npsql$ explain (ANALYZE, VERBOSE, BUFFERS)\n\tselect \"user\".\"user_pk\" from \"user\"\n\twhere \"user\".\"node_pk\" = '028be3dce0eb45b794fc083df3f84f4f746724a86b161592463565e6343ff83ecf';\n\nQUERY PLAN\n----------------------------------------------------------------------\n Index Scan using user_node_pk_key on public.\"user\" (cost=0.42..8.44 rows=1 width=65) (actual time=0.071..0.073 rows=1 loops=1)\n Output: user_pk\n Index Cond: ((\"user\".node_pk)::text = '028be3dce0eb45b794fc083df3f84f4f746724a86b161592463565e6343ff83ecf'::text)\n Buffers: shared hit=4\n Planning:\n Buffers: shared hit=112\n Planning Time: 1.194 ms\n Execution Time: 0.109 ms\n(8 rows)\n\ninternal data structures\n \n #\n \n\n\nBefore jumping into the different scans, we need to quickly cover the internal data structures that Postgres uses to store table and index data.\nheap\n \n #\n \n\n\nCommon storage area for the whole rows in the table. The rows are grouped into pages (default: 8 KiB / page). Each row has its index in the heap, called the TID.\nTID\n \n #\n \n\n\nThe TID or tuple identifier is a 6-byte struct that describes the unique storage location for each row / tuple:\nstruct Tid {\n\t/// The index of the page in the heap containing this tuple.\n\tpage_idx: u32,\n\t/// The index of this tuple inside the page.\n\tin_page_idx: u16,\n}\n\nindex storage\n \n #\n \n\n\nEach index has its own storage separate from the heap, which stores only the values (columns, materialized values, etc...) contained by the index. Also divided into (default) 8 KiB pages like the heap.\nscans\n \n #\n \n\n\nsequential scan (Seq Scan)\n \n #\n \n\n\n\nSequentially scan all item pointers in all pages of the corresponding table(s).\nFor small tables, sequential scans are often faster than index scans, especially if the whole table fits in a few pages.\nFor large tables, sequential scans can be a performance disaster if the query has to load GiB's of data just to find a few items.\n\nindex scan\n \n #\n \n\n\n\nDepends on the specific type of index (e.g., btree, hash, GIS, ...).\nScan and fetch required data from the index, including the TID of each data in the heap.\nThen use the TID to fetch the whole data for the relevant items.\nThe row fetches from the heap will often look like random IO, which is often slower than sequential IO (esp. on spinning disk drives).\n\nindex-only scan\n \n #\n \n\n\n\nIf the index contains all the data needed to fulfill the query, then the query engine never actually needs to follow the TID indirection to load rows from the heap, which is usually faster.\nMaintaining the index can make inserts/updates/deletes slower, since more data needs to be stored in the index.\n\nbitmap scan\n \n #\n \n\n\n\nBitmap Index Scan: First, perform an index scan; but, instead of fetching each item from the heap one-at-a-time while scanning the index, you rather build a bitmap of heap page idxs from the TID.\nBitmap Heap Scan: Using the bitmap, you perform a heap scan and select only heap pages matching the bitmap.\nThe selected heap pages are then filtered/processed for the query.\n\n","id":"https://phlip9.com/notes/postgres/types of scans/","title":"types of scans"},"https://phlip9.com/notes/reproducible builds/":{"body":"","id":"https://phlip9.com/notes/reproducible builds/","title":"reproducible builds"},"https://phlip9.com/notes/reproducible builds/earthly/":{"body":"earthly\n\nEarthly replaces Makefile+Dockerfile with a Docker-like DSL. You write Make-like build targets, which can have dependencies on other targets. The contents of each build target is (effectively) a Dockerfile.\nThe ultimate goal is repeatable, reproducible builds. Repeat a failed build from CI. Seamlessly reproduce your developer environment on a colleague's machine. Etc etc...\nEarthly vs Nix\n \n #\n \n\n\nBoth use linux namespaces for isolation. Nix has an absolutely awful DSL language that I have to relearn every time I touch it. Earthfiles are significantly more imperative; they look like a list of Makefile targets with Dockerfile recipes.\nEarthly vs Buck / Bazel\n \n #\n \n\n\nBazel and Buck provide truely hermetic builds, but they each require complete control over the entire toolchain, so no using npm, cargo, etc... This is fine for Google/Facebook, but not for smaller teams (IMO).\nEarthly claims to strike a more pragmatic balance between truely repeatable and deterministic builds and productive development for a smaller team.\nDocs\n \n #\n \n\n\n\nIt appears build steps must explicitly mark files as \"artifacts\". You must then explicitly copy these artifacts over in dependent build steps.\nLikewise, output artifacts must be explicitly exported to the user's FS from the container FS.\nExported artifacts are not transitive, so if your dependency explicitly exports to the user's FS, your build step won't unless you also explicitly export.\nCan easily push artifacts to remote destinations, run db migrations, cut releases, etc... as a build step.\nLike normal Dockerfiles, an intermediate build step is cached as a new layer.\n\nThoughts\n \n #\n \n\n\nPros\n \n #\n \n\n\n\nSeems like a solid choice for a CI pipeline and devs occasionally reproducing CI runs locally.\nBuilds are nicely isolated from the dev machine, reducing implicit state that's actually necessary for builds to succeed.\nBuilds are (mostly) reproducible across environments. Though, my experience with a big Rust project was that this was not a problem.\nI love that build step inputs and outputs are marked explicitly. Following an unfamiliar Earthfile doesn't feel too bad.\nOnce you've set up a common development base image, all developers can share good quality tools and configuration without have to independently set up debuggers, profilers, etc...\nCan use a shared build cache like Bazel, Buck, or scc so beefy builds don't have to take forever. CI can also shared this build cache!\n\nCons\n \n #\n \n\n\n\nLike Docker, toolchains are stuck inside containers, usually in a way that is inaccessible to other dev tools, like IDEs, debuggers, profilers, etc...\nI worry that basic dev tools like running an LSP might be challenging to set up? Would this be like mounting the dev directory as a volume for the LSP service? Or is this not even a problem at all... idk. I don't use Docker frequently enough to know.\nSome weird idiosyncrasies, presumably due to the Docker layering model. Developers need a solid mental model to avoid committing egregiously large, slow, or uncacheable intermediate layers.\n\nExample: explicit caching of derived Cargo dependency state in first three build steps: https://github.com/earthly/earthly/blob/main/examples/rust/Earthfile\n\n\nRust has a nice enough runner (cargo) that you don't hit a lot of the reproducibility problems experienced in other languages *cough* C/C++.\nCaching is still too coarse-grained compared to running stateful native tools like cargo locally.\nUnlike Bazel or Buck, which take full control of the toolchain, it seems more likely to hit non-determinism with Earthly, since we're using language tools which typically don't know or care about reproducibility.\nGet to learn yet another fun and exciting DSL, with its own special and unique patterns and other miscellaneous weirdness.\nToo slow in tight development loop. On my beefy desktop, a no-op build takes at least 5s. On my M1 MBP, a no-op build takes at least 8-10s. This means any non-trivial build step has a minimum 8-10s duration, which is frankly unacceptable. Non-trivial file copying also adds significant overhead.\nMulti-platform builds (targetting amd64/linux) failed on my M1 Mac for inscrutable reasons. Most likely not earthly's fault, but an issue nonetheless.\nFeels unwieldy running integration tests that need access to low-level hardware devices. Our requirement is probably not typical though.\nRemote builder authentication uses mTLS certs. Provisioning these seems like a pain, esp. when I already have ssh secrets provisioned : (\nOverall, Earthly still feels a bit early. I'd check back after another 6mo (that would be Q1 2023 as of writing).\n\nInstallation\n \n #\n \n\n\n# Ubuntu/Debian/PopOS!\n$ curl --proto '=https' --tlsv1.3 -sSfL https://pkg.earthly.dev/earthly.pgp \\\n\t| gpg --dearmor \\\n\t| sudo tee /usr/share/keyrings/earthly.gpg\n$ echo \"deb [arch=amd64 signed-by=/usr/share/keyrings/earthly.gpg] https://pkg.earthly.dev/deb stable main\" \\\n | sudo tee /etc/apt/sources.list.d/earthly.list > /dev/null\n$ sudo apt update\n$ sudo apt install earthly\n\n# macOS\n$ brew install earthly\n\nEarthly Remote Build\n \n #\n \n\n\nInstall docker on remote (Ubuntu)\n \n #\n \n\n\nInstall docker if you haven't already\n$ sudo mkdir -p /etc/apt/keyrings\n$ curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo gpg --dearmor -o /etc/apt/keyrings/docker.gpg\n$ echo \"deb [arch=amd64 signed-by=/etc/apt/keyrings/docker.gpg] https://download.docker.com/linux/ubuntu $(lsb_release -cs) stable\" \\\n\t| sudo tee /etc/apt/sources.list.d/docker.list > /dev/null\n\n$ sudo apt update\n$ sudo apt install docker-ce docker-ce-cli containerd.io \\\n\tdocker-compose-plugin\n\n$ sudo groupadd docker\n$ sudo usermod -aG docker $USER\n$ newgrp docker # activate changes? else log out and back in\n\n# sanity check docker installation\n$ docker run --rm hello-world\n\n# start docker on restart\n$ sudo systemctl enable docker.service\n$ sudo systemctl enable containerd.service\n\nRun earthly/buildkit (remote)\n \n #\n \n\n\nThis runs a modified buildkit listening on TCP port 8372, without authentication.\n$ docker run \\\n\t--privileged -t -v earthly-tmp:/tmp/earthly:rw \\\n\t-e BUILDKIT_TCP_TRANSPORT_ENABLED=true -p 8372:8372 \\\n\tearthly/buildkitd:v0.6.15\n\n(FAIL) Run ssh forward (host)\n \n #\n \n\n\n$ ssh -NL 8372:localhost:8372 phlip9@sgxdev.phlip9.com\n\nFAIL: It appears Earthly tries to do a local build if the buildkit hostname is localhost : /\nOpen VM port\n \n #\n \n\n\nVery unsafe. Do this only for brief sanity testing.\n$ az vm open-port --name sgxdev2 --port 8372\n\nTODO: provision TLS certs.\nTest remote build\n \n #\n \n\n\n$ EARTHLY_BUILDKIT_HOST=tcp://my-remote-buildkit:8372 earthly +my-cool-target\n\nIt works!\nMisc. Notes\n \n #\n \n\n\nEarthfile Syntax\n \n #\n \n\n\n\n\nSAVE ARTIFACT .. AS LOCAL ..\n+ Only save the output locally if we ask for the specific target OR we use the BUILD command\n\n\nSAVE IMAGE foo:latest\n+ Saves current target layer as a docker image named foo with tag latest\n\n\nSAVE IMAGE --push ..\n+ Push image to remote repo\n\n\nAdding --push to a RUN command defines an \"external\" command. These will only run if the entire build succeeds. You also need to run the earthly build with --push to enable these commands.\n\n\nrelease:\n RUN --push --secret GITHUB_TOKEN=+secrets/GH_TOKEN github-release upload\n\n$ earthly --push +release\n\nAlso useful for running things like DB migrations\nmigrate:\n FROM +build\n RUN --push bundle exec rails db:migrate\n\nor terraform apply\napply:\n RUN --push terraform apply -auto-approve\n\n\nTargets in other Earthfile (relative path, in same repo)\n\nbuild:\n\t# ./services/foobar/Earthfile\n\t# -> contains `deps` target\n\tFROM ./services/foobar+deps\n\t# ..\n\n\nImport targets from other Earthfile\n\nVERSION 0.6\nIMPORT ./services/foobar\n# ..\n\nbuild:\n\tFROM foobar+deps\n\t# ..\n\n\n\nRun docker commands inside a target using WITH DOCKER .. END\n+ Will init a docker daemon that can be used in a RUN command\n+ Recommend using earthly's \"docker-in-docker\" (dind) container earthly/dind:alpine\n\n\nPulling a docker image from docker hub\n\n\nhello:\n\tFROM earthly/dind:alpine\n\tWITH DOCKER --pull hello-world\n\t\tRUN docker run hello-world\n\tEND\n\n\nLoading an image created by another target\n\nmy-hello-world:\n\tFROM ubuntu\n\tCMD echo \"hello world\"\n\tSAVE IMAGE my-hello:latest\n\nhello:\n\tFROM earthly/dind:alpine\n\tWITH DOCKER --load hello:latest=+my-hello-world\n\t\tRUN docker run hello:latest\n\tEND\n\n","id":"https://phlip9.com/notes/reproducible builds/earthly/","title":"earthly"},"https://phlip9.com/notes/reproducible builds/nix/":{"body":"","id":"https://phlip9.com/notes/reproducible builds/nix/","title":"reproducible builds/nix"},"https://phlip9.com/notes/reproducible builds/nix/links/":{"body":"nix links\n\n\nNix - A One Pager\nThe Virus Lounge - depot\nTvix - We are rewriting Nix\nnixbuild - Fast, secure, and scalable nix builds service\ncachix - hosted nix binary cache\nnix.dev - an opinionated guide for devs to get shit done w/ nix\nNixOps - deploy NixOS machines to network or cloud\ndevbox - user-friendly isolated shells and containers built on nix\nxe/site - site using nix\nxe/nixos-configs\ncadey/nixos-configs\nfluidattacks/makes - a \"DevSecOps\" framework powered by nix\ndeterminatesystems/riff - automatically provide ext deps for Rust projects via nix\ndavidwong/nix-by-example (WIP)\nMinaProtocol/mina - some example nix cfg for an OCaml + Rust project\ndeploy-rs - a simple multi-profile Nix-flake deploy tool\nDBCDK/morph - manage existing NixOS hosts (GO)\nzhaofengli/colmena - simple, stateless NixOS deployment tool (Rust)\nlearn (nix syntax) in Y minutes\nyaxitech/ragenix - (r)age-encrypted secrets for NixOS\nprofianinc/infra - example NixOS-based infra\noxalica/nil - Nix Language Server\nnixpkgs/.../linux/sgx - SGX nix packages\nflake-parts - write flake.nix in focused units\nnixcon - nix adventure in cross-compilation\ndrakerossman - Wayland on NixOS\ncolemickens - nixcfg\nNixOS & Flakes Book - An unofficial book for beginners\nserokell/gemini-infra - example nix deployment w/ deploy-rs\npdtpartners/nix-snapshotter - native nix packages to containerd\ndustinlyons/nixos-config - integrated NixOS and nix-darwin setup w/ flakes\nzimbatm - nix packaging, the heretic way (no sandbox)\n\n","id":"https://phlip9.com/notes/reproducible builds/nix/links/","title":"links"},"https://phlip9.com/notes/reproducible builds/nix/nix auto-allocate-uids -> nixbld users/":{"body":"nix auto-allocate-uids -> nixbld users\n\nI've hit an obscure issue with my nix install on Pop!_OS where the nix auto-allocate-uids setting doesn't seem to work quite right with the build sandbox, due to some \"hardening\" in the Debian-based kernel build interacting poorly with the user namespace in the sandbox.\nI installed nix with the DeterminateSystems/nix-installer, which is overall a great experience -- highly recommend. This installer sets you up with auto-allocate-uids for the multi-user install, which avoids littering your system with a bunch of nixbldX users.\nSadly we need those nixbldX users back; here's how to do that:\nfor n in $(seq 1 32); do \\\n sudo useradd \\\n --home-dir /var/empty \\\n --comment \"Nix build user ${n}\" \\\n --gid nixbld \\\n --groups nixbld,kvm \\\n --no-create-home \\\n --no-user-group \\\n --system \\\n --uid $((30000 + n)) \\\n --shell /sbin/nologin \\\n --password \"!\" \\\n nixbld$n \\\n ;\ndone\n\nWe've also added the new nixbldX users to the kvm group, so they can run qemu VMs efficiently -- super handy when running NixOS tests.\nNext let's remove the auto-allocate-uids setting from /etc/nix/nix.conf:\ndiff --git /etc/nix/nix.conf.old /etc/nix/nix.conf\n--- /etc/nix/nix.conf.old\n+++ /etc/nix/nix.conf\n@@ -1,7 +1,9 @@\n # Generated by https://github.com/DeterminateSystems/nix-installer, version 0.9.1.\n-experimental-features = nix-command flakes auto-allocate-uids\n+experimental-features = nix-command flakes\n auto-optimise-store = true\n extra-nix-path = nixpkgs=flake:nixpkgs\n bash-prompt-prefix = (nix:$name)\\040\n build-users-group = nixbld\n-auto-allocate-uids = true\n\nFinally restart the nix daemon:\n$ sudo systemctl restart nix-daemon.service\n\n","id":"https://phlip9.com/notes/reproducible builds/nix/nix auto-allocate-uids -> nixbld users/","title":"nix auto-allocate-uids -> nixbld users"},"https://phlip9.com/notes/reproducible builds/nix/nix debug broken package build/":{"body":"nix debug broken package build\n\nThis technique will add a breakpointHook to the package so that when a build step fails, it'll preserve the build environment and allow you to enter the sandboxed build container for inspection.\nOn the builder, install cntr from nixpkgs or use it in an ephemeral shell:\n$ nix shell nixpkgs#cntr\n\nIn the package, add breakpointHook as a nativeBuildInputs.\n{ # ...\n, breakpointHook\n}:\n nativeBuildInputs = [\n breakpointHook\n ];\n}\n\nWhen the build fails, it'll print out something like:\n$ nix build --print-build-logs .#sgx-sdk\n\nsgx-sdk> build failed in buildPhase with exit code 2\nsgx-sdk> To attach install cntr and run the following command as root:\nsgx-sdk> cntr attach -t command cntr-/nix/store/5hiwc8m04zd00mb3ghfv9mwjmqv3qajv-ripgrep-1.6\n\n[1/0/1 built] building ripgrep-1.6 (buildPhase)\n\nThe build will \"hang\" while we inspect it. Once we CTRL-C it, everything will get cleaned up, so run the following in another shell instance. To enter the build container, just copy the command (with sudo, since it requires root permissions):\n$ sudo cntr attach -t command cntr-/nix/store/5hiwc8m04zd00mb3ghfv9mwjmqv3qajv-ripgrep-1.6\n\n[nixbld@localhost:/var/lib/cntr]$ cd build/source\n\nThe initial shell cntr drops you in still has all your system tools available (git, nvim, etc). Use this shell to do all your editing and file munging. Once that's done, test the build in the fully isolated build environment:\n[nixbld@localhost:/var/lib/cntr]$ cntr exec\nbash-5.2$\n\n","id":"https://phlip9.com/notes/reproducible builds/nix/nix debug broken package build/","title":"nix debug broken package build"},"https://phlip9.com/notes/reproducible builds/nix/nix debug spurrious rebuilds/":{"body":"nix debug spurrious rebuilds\n\nI have a Rust workspace full of cargo crates (and other things). Using ipetkov/crane, the workspace dependencies should only rebuild if the Cargo.toml or Cargo.lock files change. Sadly that wasn't the case--touching any source file would cause a full rebuild from scratch, which takes ages.\nThat's where gabriella439/nix-diff comes to the rescue: point it at two nix derivations and it'll tell you exactly what's different between them. We can use this to debug our rebuild problem.\n# Add `jq` and `nix-diff` to our shell temporarily.\n$ nix shell nixpkgs#jq nixpkgs#nix-diff\n\n# Build the package twice, with an unrelated file change in between.\n$ nix derivation show .#my-pkg | jq -r 'keys[0]' > before_drv\n$ echo \"// bump\" >> ./file/causing/rebuild\n$ nix derivation show .#my-pkg | jq -r 'keys[0]' > after_drv\n\n# Let's see the difference:\n$ nix-diff \"$(cat before_drv)\" \"$(cat after_drv)\"\n\n- /nix/store/5gcg2l4bnmi3plszwrcihyshbzbd4kz1-my-pkg-0.1.0.drv:{out}\n+ /nix/store/rybdvgqwrb6hjwys18yirchq1d20c8rp-my-pkg-0.1.0.drv:{out}\n• The input source named `source` differs\n• The input derivation named `my-pkg-deps-0.1.0` differs\n - /nix/store/v523hpxdbzxwwlkgzb3hdhbclxqh7bm4-my-pkg-deps-0.1.0.drv:{out}\n + /nix/store/9a5044x65ff0jyddpzwx9gbagns4klfa-my-pkg-deps-0.1.0.drv:{out}\n • The input source named `source` differs\n • The environments do not match:\n CFLAGS_wasm32-unknown-none=''\n -isystem /nix/store/9c7h6f3ibkd4p528z3f1ydbm6lr4znpn-clang-16.0.6-lib/lib/clang/16/include -isystem\n + /nix/store/lm1p696bwrkppi746wc4hmqvf117zqsa-source/libc-shim/include\n - /nix/store/hf4arhzcg3g511yzlq9lspgi9s51k5ms-source/libc-shim/include\n ''\n\nOf course... I have an absolute reference to the full source in an env variable. That'll do it. Putting the sub-directory into its own tiny nix store path seems to do the trick. Thanks nix-diff!\n","id":"https://phlip9.com/notes/reproducible builds/nix/nix debug spurrious rebuilds/","title":"nix debug spurrious rebuilds"},"https://phlip9.com/notes/reproducible builds/rebuilderd/":{"body":"rebuilderd\n\nGithub: https://github.com/kpcyrd/rebuilderd/\nIndependent verification system of binary packages.\nWhat: rebuilderd is a build system that attempts to reproduce build artifacts. It compiles the source code in a similar build environment and compares it to the official pre-built artifacts. This helps identify supply-chain compromises. This website hosts a list of public instances publishing their results.\nrebuilderd monitors the package repository of a linux distribution and uses rebuilder backends like archlinux-repro to verify the provided binary packages can be reproduced from the given source code.\nIt tracks the state of successfully verified packages and optionally generates a report of differences with diffoscope for debugging. Note that due to the early state of this technology a failed rebuild is more likely due to an undeterministic build process instead of a supply chain compromise, but if multiple rebuilders you trust report 100% reproducible for the set of packages you use you can be confident that the binaries on your system haven't been tampered with. People are encouraged to run their own rebuilders if they can afford to.\n","id":"https://phlip9.com/notes/reproducible builds/rebuilderd/","title":"rebuilderd"},"https://phlip9.com/notes/reproducible builds/reproducible-builds.org/":{"body":"reproducible-builds.org\n\nWhy does it matter?\n \n #\n \n\n\nWhilst anyone may inspect the source code of free and open source software for malicious flaws, most software is distributed pre-compiled with no method to confirm whether they correspond.\nThis incentivises attacks on developers who release software, not only via traditional exploitation, but also in the forms of political influence, blackmail or even threats of violence.\nThis is particularly a concern for developers collaborating on privacy or security software: attacking these typically result in compromising particularly politically-sensitive targets such as dissidents, journalists and whistleblowers, as well as anyone wishing to communicate securely under a repressive regime.\nWhilst individual developers are a natural target, it additionally encourages attacks on build infrastructure as a successful attack would provide access to a large number of downstream computer systems. By modifying the generated binaries here instead of modifying the upstream source code, illicit changes are essentially invisible to its original authors and users alike.\nThe motivation behind the Reproducible Builds project is therefore to allow verification that no vulnerabilities or backdoors have been introduced during this compilation process. By promising identical results are always generated from a given source, this allows multiple third parties to come to a consensus on a “correct” result, highlighting any deviations as suspect and worthy of scrutiny.\nThis ability to notice if a developer or build system has been compromised then prevents such threats or attacks occurring in the first place, as any compromise can be quickly detected. As a result, front-liners cannot be threatened/coerced into exploiting or exposing their colleagues.\nSeveral free software projects already, or will soon, provide reproducible builds.\nHow?\n \n #\n \n\n\nFirst, the build system needs to be made entirely deterministic: transforming a given source must always create the same result. For example, the current date and time must not be recorded and output always has to be written in the same order.\nSecond, the set of tools used to perform the build and more generally the build environment should either be recorded or pre-defined.\nThird, users should be given a way to recreate a close enough build environment, perform the build process, and validate that the output matches the original build.\nLearn more about how to make your software build reproducibly…\n","id":"https://phlip9.com/notes/reproducible builds/reproducible-builds.org/","title":"reproducible-builds.org"},"https://phlip9.com/notes/router/":{"body":"","id":"https://phlip9.com/notes/router/","title":"router"},"https://phlip9.com/notes/router/lightning router/":{"body":"","id":"https://phlip9.com/notes/router/lightning router/","title":"router/lightning router"},"https://phlip9.com/notes/router/lightning router/captive portal/":{"body":"","id":"https://phlip9.com/notes/router/lightning router/captive portal/","title":"router/lightning router/captive portal"},"https://phlip9.com/notes/router/lightning router/captive portal/RFC 6585 (Additional HTTP Status Codes)/":{"body":"RFC 6585 (Additional HTTP Status Codes)\n\nInternet Engineering Task Force (IETF) M. Nottingham\nRequest for Comments: 6585 Rackspace\nUpdates: 2616 R. Fielding\nCategory: Standards Track Adobe\nISSN: 2070-1721 April 2012\n\nAbstract\n \n #\n \n\n\nThis document specifies additional HyperText Transfer Protocol (HTTP)\nstatus codes for a variety of common situations.\nStatus of This Memo\n \n #\n \n\n\nThis is an Internet Standards Track document.\nThis document is a product of the Internet Engineering Task Force\n(IETF). It represents the consensus of the IETF community. It has\nreceived public review and has been approved for publication by the\nInternet Engineering Steering Group (IESG). Further information on\nInternet Standards is available in Section 2 of RFC 5741.\nInformation about the current status of this document, any errata,\nand how to provide feedback on it may be obtained at\nhttp://www.rfc-editor.org/info/rfc6585.\nCopyright Notice\n \n #\n \n\n\nCopyright (c) 2012 IETF Trust and the persons identified as the\ndocument authors. All rights reserved.\nThis document is subject to BCP 78 and the IETF Trust's Legal\nProvisions Relating to IETF Documents\n(http://trustee.ietf.org/license-info) in effect on the date of\npublication of this document. Please review these documents\ncarefully, as they describe your rights and restrictions with respect\nto this document. Code Components extracted from this document must\ninclude Simplified BSD License text as described in Section 4.e of\nthe Trust Legal Provisions and are provided without warranty as\ndescribed in the Simplified BSD License.\nIntroduction\n \n #\n \n\n\nThis document specifies additional HTTP [RFC2616] status codes for a\nvariety of common situations, to improve interoperability and avoid\nconfusion when other, less precise status codes are used.\nNote that these status codes are optional; servers cannot be required\nto support them. However, because clients will treat unknown status\ncodes as a generic error of the same class (e.g., 499 is treated as\n400 if it is not recognized), they can be safely deployed by existing\nservers (see [RFC2616] Section 6.1.1 for more information).\nRequirements\n \n #\n \n\n\nThe key words \"MUST\", \"MUST NOT\", \"REQUIRED\", \"SHALL\", \"SHALL NOT\",\n\"SHOULD\", \"SHOULD NOT\", \"RECOMMENDED\", \"MAY\", and \"OPTIONAL\" in this\ndocument are to be interpreted as described in [RFC2119].\n428 Precondition Required\n \n #\n \n\n\nThe 428 status code indicates that the origin server requires the\nrequest to be conditional.\nIts typical use is to avoid the \"lost update\" problem, where a client\nGETs a resource's state, modifies it, and PUTs it back to the server,\nwhen meanwhile a third party has modified the state on the server,\nleading to a conflict. By requiring requests to be conditional, the\nserver can assure that clients are working with the correct copies.\nResponses using this status code SHOULD explain how to resubmit the\nrequest successfully. For example:\nHTTP/1.1 428 Precondition Required\nContent-Type: text/html\n<html>\n <head>\n <title>Precondition Required</title>\n </head>\n <body>\n <h1>Precondition Required</h1>\n <p>This request is required to be conditional;\n try using \"If-Match\".</p>\n </body>\n</html>\n\nResponses with the 428 status code MUST NOT be stored by a cache.\n429 Too Many Requests\n \n #\n \n\n\nThe 429 status code indicates that the user has sent too many\nrequests in a given amount of time (\"rate limiting\").\nThe response representations SHOULD include details explaining the\ncondition, and MAY include a Retry-After header indicating how long\nto wait before making a new request.\nFor example:\nHTTP/1.1 429 Too Many Requests\nContent-Type: text/html\nRetry-After: 3600\n <html>\n <head>\n <title>Too Many Requests</title>\n </head>\n <body>\n <h1>Too Many Requests</h1>\n <p>I only allow 50 requests per hour to this Web site per\n logged in user. Try again soon.</p>\n </body>\n </html>\n\nNote that this specification does not define how the origin server\nidentifies the user, nor how it counts requests. For example, an\norigin server that is limiting request rates can do so based upon\ncounts of requests on a per-resource basis, across the entire server,\nor even among a set of servers. Likewise, it might identify the user\nby its authentication credentials, or a stateful cookie.\nResponses with the 429 status code MUST NOT be stored by a cache.\n431 Request Header Fields Too Large\n \n #\n \n\n\nThe 431 status code indicates that the server is unwilling to process\nthe request because its header fields are too large. The request MAY\nbe resubmitted after reducing the size of the request header fields.\nIt can be used both when the set of request header fields in total is\ntoo large, and when a single header field is at fault. In the latter\ncase, the response representation SHOULD specify which header field\nwas too large.\nFor example:\nHTTP/1.1 431 Request Header Fields Too Large\nContent-Type: text/html\n <html>\n <head>\n <title>Request Header Fields Too Large</title>\n </head>\n <body>\n <h1>Request Header Fields Too Large</h1>\n <p>The \"Example\" header was too large.</p>\n </body>\n </html>\n\nResponses with the 431 status code MUST NOT be stored by a cache.\n511 Network Authentication Required ^8c7492\n \n #\n \n\n\nThe 511 status code indicates that the client needs to authenticate\nto gain network access.\nThe response representation SHOULD contain a link to a resource that\nallows the user to submit credentials (e.g., with an HTML form).\nNote that the 511 response SHOULD NOT contain a challenge or the\nlogin interface itself, because browsers would show the login\ninterface as being associated with the originally requested URL,\nwhich may cause confusion.\nThe 511 status SHOULD NOT be generated by origin servers; it is\nintended for use by intercepting proxies that are interposed as a\nmeans of controlling access to the network.\nResponses with the 511 status code MUST NOT be stored by a cache.\nThe 511 Status Code and Captive Portals\n \n #\n \n\n\nThe 511 status code is designed to mitigate problems caused by\n\"captive portals\" to software (especially non-browser agents) that is\nexpecting a response from the server that a request was made to, not\nthe intervening network infrastructure. It is not intended to\nencourage deployment of captive portals -- only to limit the damage\ncaused by them.\nA network operator wishing to require some authentication, acceptance\nof terms, or other user interaction before granting access usually\ndoes so by identifying clients who have not done so (\"unknown\nclients\") using their Media Access Control (MAC) addresses. ^615a1d\nUnknown clients then have all traffic blocked, except for that on TCP\nport 80, which is sent to an HTTP server (the \"login server\")\ndedicated to \"logging in\" unknown clients, and of course traffic to\nthe login server itself. ^521ac1\n511 Captive Portal Example\n \n #\n \n\n\nFor example, a user agent might connect to a network and make the\nfollowing HTTP request on TCP port 80:\nGET /index.htm HTTP/1.1\nHost: www.example.com\n\nUpon receiving such a request, the login server would generate a 511\nresponse:\nHTTP/1.1 511 Network Authentication Required\nContent-Type: text/html\n\n <html>\n <head>\n <title>Network Authentication Required</title>\n <meta http-equiv=\"refresh\"\n content=\"0; url=https://login.example.net/\">\n </head>\n <body>\n <p>You need to <a href=\"https://login.example.net/\">\n authenticate with the local network</a> in order to gain\n access.</p>\n </body>\n </html>\n\nHere, the 511 status code assures that non-browser clients will not\ninterpret the response as being from the origin server, and the META\nHTML element redirects the user agent to the login server.\nSecurity Considerations\n \n #\n \n\n\n428 Precondition Required\n \n #\n \n\n\nThe 428 status code is optional; clients cannot rely upon its use to\nprevent \"lost update\" conflicts.\n429 Too Many Requests\n \n #\n \n\n\nWhen a server is under attack or just receiving a very large number\nof requests from a single party, responding to each with a 429 status\ncode will consume resources.\nTherefore, servers are not required to use the 429 status code; when\nlimiting resource usage, it may be more appropriate to just drop\nconnections, or take other steps.\n431 Request Header Fields Too Large\n \n #\n \n\n\nServers are not required to use the 431 status code; when under\nattack, it may be more appropriate to just drop connections, or take\nother steps.\n511 Network Authentication Required (Security)\n \n #\n \n\n\nIn common use, a response carrying the 511 status code will not come\nfrom the origin server indicated in the request's URL. This presents\nmany security issues; e.g., an attacking intermediary may be\ninserting cookies into the original domain's name space, may be\nobserving cookies or HTTP authentication credentials sent from the\nuser agent, and so on.\nHowever, these risks are not unique to the 511 status code; in other\nwords, a captive portal that is not using this status code introduces\nthe same issues.\nAlso, note that captive portals using this status code on a Secure\nSocket Layer (SSL) or Transport Layer Security (TLS) connection\n(commonly, port 443) will generate a certificate error on the client.\nIANA Considerations\n \n #\n \n\n\nThe HTTP Status Codes registry has been updated with the following\nentries:\n Value: 428\n Description: Precondition Required\n Reference: [RFC6585]\n\n Value: 429\n Description: Too Many Requests\n Reference: [RFC6585]\n\n Value: 431\n Description: Request Header Fields Too Large\n Reference: [RFC6585]\n\n Value: 511\n Description: Network Authentication Required\n Reference: [RFC6585]\n\nReferences\n \n #\n \n\n\n9.1. Normative References\n\\[\nRequirement Levels\", BCP 14, RFC 2119, March 1997.\n\n\\[RFC2616\\] Fielding, R., Gettys, J., Mogul, J., Frystyk, H.,\nMasinter, L., Leach, P., and T. Berners-Lee, \"Hypertext\nTransfer Protocol -- HTTP/1.1\", RFC 2616, June 1999.\n\n9.2. Informative References\n\n\\[CORS\\] van Kesteren, A., Ed., \"Cross-Origin Resource Sharing\",\nW3C Working Draft WD-cors-20100727, July 2010,\n.\n\n\\[Favicon\\] Wikipedia, \"Favicon\", March 2012,\n\\.\n\n\\[OAuth2.0\\] Hammer-Lahav, E., Ed., Recordon, D., and D. Hardt, \"The\nOAuth 2.0 Authorization Protocol\", Work in Progress,\nMarch 2012.\n\nNottingham & Fielding Standards Track \\[Page 7\\]\n\nRFC 6585 Additional HTTP Status Codes April 2012\n\n\\[P3P\\] Marchiori, M., Ed., \"The Platform for Privacy Preferences\n1.0 (P3P1.0) Specification\", W3C Recommendation\nREC-P3P-20020416, April 2002,\n.\n\n\\[RFC4791\\] Daboo, C., Desruisseaux, B., and L. Dusseault,\n\"Calendaring Extensions to WebDAV (CalDAV)\", RFC 4791,\nMarch 2007.\n\n\\[RFC4918\\] Dusseault, L., Ed., \"HTTP Extensions for Web Distributed\nAuthoring and Versioning (WebDAV)\", RFC 4918, June 2007.\n\n\\[WIDGETS\\] Caceres, M., Ed., \"Widget Packaging and XML\nConfiguration\", W3C Recommendation REC-widgets-20110927,\nSeptember 2011, .\n\n\\[WebFinger\\] WebFinger Project, \"WebFingerProtocol (Draft)\",\nJanuary 2010, \\.\n\n## Appendix\n\n### Appendix A. Acknowledgements\n\nThanks to Jan Algermissen and Julian Reschke for their suggestions\nand feedback.\n\n### Appendix B. Issues Raised by Captive Portals\n\nSince clients cannot differentiate between a portal's response and\nthat of the HTTP server that they intended to communicate with, a\nnumber of issues arise. The 511 status code is intended to help\nmitigate some of them.\n\nOne example is the \"favicon.ico\" \\[Favicon\\] commonly used by browsers\nto identify the site being accessed. If the favicon for a given site\nis fetched from a captive portal instead of the intended site (e.g.,\nbecause the user is unauthenticated), it will often \"stick\" in the\nbrowser's cache (most implementations cache favicons aggressively)\nbeyond the portal session, so that it seems as if the portal's\nfavicon has \"taken over\" the legitimate site.\n\nAnother browser-based issue comes about when the Platform for Privacy\nPreferences \\[P3P\\] is supported. Depending on how it is implemented,\nit's possible a browser might interpret a portal's response for the\np3p.xml file as the server's, resulting in the privacy policy (or\nlack thereof) advertised by the portal being interpreted as applying\nto the intended site. Other Web-based protocols such as WebFinger\n\\[WebFinger\\], Cross-Origin Resource Sharing \\[CORS\\], and Open\nAuthorization \\[OAuth2.0\\] may also be vulnerable to such issues.\n\nAlthough HTTP is most widely used with Web browsers, a growing number\nof non-browsing applications use it as a substrate protocol. For\nexample, Web Distributed Authoring and Versioning (WebDAV) \\[RFC4918\\]\nand Calendaring Extensions to WebDAV (CalDAV) \\[RFC4791\\] both use HTTP\nas the basis (for remote authoring and calendaring, respectively).\nUsing these applications from behind a captive portal can result in\nspurious errors being presented to the user, and might result in\ncontent corruption, in extreme cases.\n\nSimilarly, other non-browser applications using HTTP can be affected\nas well, e.g., widgets \\[WIDGETS\\], software updates, and other\nspecialized software such as Twitter clients and the iTunes Music\nStore.\n\nIt should be noted that it's sometimes believed that using HTTP\nredirection to direct traffic to the portal addresses these issues.\nHowever, since many of these uses \"follow\" redirects, this is not a\ngood solution.\n\nAuthors' Addresses\n\nMark Nottingham\nRackspace\n\nEMail: mnot@mnot.net\nURI: http://www.mnot.net/\n\nRoy T. Fielding\nAdobe Systems Incorporated\n345 Park Ave.\nSan Jose, CA 95110\nUSA\n\nEMail: fielding@gbiv.com\nURI: http://roy.gbiv.com/\n\\]\n","id":"https://phlip9.com/notes/router/lightning router/captive portal/RFC 6585 (Additional HTTP Status Codes)/","title":"RFC 6585 (Additional HTTP Status Codes)"},"https://phlip9.com/notes/router/lightning router/captive portal/arubanetworks captive portal/":{"body":"arubanetworks captive portal\n\nSource: https://www.arubanetworks.com/vrd/GuestAccessAppNote/wwhelp/wwhimpl/js/html/wwhelp.htm#href=Chap3.html#1035623\nCaptive Portal\n \n #\n \n\n\nCaptive portal authentication is a Layer 3 authentication method that redirects users to a captive portal page when they start a web session. The captive portal page can be used for various purposes, such as authenticating the guest using a user name and password, providing an acceptable use policy, or self registration with an email address.\nAuthentication Process\n \n #\n \n\n\nCaptive portal is a Layer 3 authentication, which requires that the devices connect to the network and obtain an IP address and related DNS information before authenticating through the captive portal. The following steps explain the entire captive portal process when the native ArubaOS is used for captive portal authentication:\n\nThe device that is associating to the guest SSID is assigned an initial role (guest-logon role in the example configuration). This initial role allows DHCP, so the user gets an IP address.\nThe user opens a browser and makes an HTTP (or HTTPS) request to some destination (for example, www.bbc.com).\nThe resolver in the device sends a DNS request to resolve the www.bbc.com. The initial role (guest-logon role) permits DNS services, so the resolver can communicate with the DNS server.\nThe DNS server replies with the correct address to www.bbc.com.\nThe resolver tells the browser which IP address to use based on the DNS reply.\nThe browser initiates a TCP connection to port 80 of the www.bbc.com address.\nThe controller intercepts the connection and spoofs the initial TCP handshakes of the HTTP process. At this moment, the client browser thinks it is communicating with the bbc.com server.\nWhen the browser sends the HTTP GET request for the web page, the controller replies saying that bbc.com has “temporarily moved” to https://securelogin.arubanetworks.com/[string that identifies client].\nThe browser closes the connection.\nThe browser attempts to connect with https://securelogin.arubanetworks.com/[string that identifies client], but it first needs to send a DNS request for the address.\nThe actual DNS server responds that it cannot resolve https://securelogin.arubanetworks.com, but the controller intercepts that reply and changes the packet to say that securelogin.arubanetworks.com is at the IP address of the controller itself. Remember that it is critical that the DNS server sends back a reply to the query.  It is only then that the controller can spoof the reply back from the DNS server.  Sending a DNS request without receiving a reply is not sufficient, since without a reply the controller will never help the client resolve securelogin.arubanetworks.com.\nThe browser initiates an HTTPS connection to address of controller, which responds with the captive portal login page, where the guest authenticates.\nAfter successful authentication, the user is assigned the post authentication role (auth-guest role in the example configuration). This is the default role in the captive portal profile.\nAfter authentication, the browser is redirected to bbc.com at the address originally resolved by the DNS. Alternatively, if a welcome page is configured, the browser is redirected to the welcome page.\nTo successfully redirect to the original web page the controller spoofs a reply from bbc.com to tell the client that bbc.com has “permanently moved” to bbc.com. This step corrects the “temporary relocation” that occurred as part of the captive portal login.\nThis causes the client to re-query DNS for the address of www.bbc.com.\nThe browser starts to communicate with the actual bbc.com server.\n\n","id":"https://phlip9.com/notes/router/lightning router/captive portal/arubanetworks captive portal/","title":"arubanetworks captive portal"},"https://phlip9.com/notes/router/lightning router/captive portal/captive portal (wikipedia)/":{"body":"captive portal (wikipedia)\n\nConnected to:\n \n #\n \n\n\nWi-Fi Web browser MAC address\nOverview\n \n #\n \n\n\nA captive portal is a web page accessed with a web browser that is displayed to newly connected users of a Wi-Fi or wired network before they are granted broader access to network resources. Captive portals are commonly used to present a landing or log-in page which may require authentication, payment, acceptance of an end-user license agreement, acceptable use policy, survey completion, or other valid credentials that both the host and user agree to adhere by. Captive portals are used for a broad range of mobile and pedestrian broadband services – including cable and commercially provided Wi-Fi and home hotspots. A captive portal can also be used to provide access to enterprise or residential wired networks, such as apartment houses, hotel rooms, and business centers.\nThe captive portal is presented to the client and is stored either at the gateway or on a web server hosting the web page. Depending on the feature set of the gateway, websites or TCP ports can be white-listed so that the user would not have to interact with the captive portal in order to use them. The MAC address of attached clients can also be used to bypass the login process for specified devices.\nUses\n \n #\n \n\n\nCaptive portals are primarily used in open wireless networks where the users are shown a welcome message informing them of the conditions of access (allowed ports, liability, etc.). Administrators tend to do this so that their own users take responsibility for their actions and to avoid any legal responsibility. Whether this delegation of responsibility is legally valid is a matter of debate.[1][2]\nOften captive portals are used for marketing and commercial communication purposes. Access to the Internet over open Wi-Fi is prohibited until the user exchanges personal data by filling out a web-based registration form in a web browser. The web-based form either automatically opens in a web browser, or appears when the user opens a web browser and tries to visit any web page. In other words, the user is \"captive\" - unable to access the Internet freely until the user is granted access to the Internet and has \"completed\" the captive portal. This allows the provider of this service to display or send advertisements to users who connect to the Wi-Fi access point. This type of service is also sometimes known as \"social Wi-Fi\", as they may ask for a social network account to login (such as Facebook). Over the past few years, such social Wi-Fi captive portals have become commonplace with various companies offering marketing centered around Wi-Fi data collection.\nThe user can find many types of content in the captive portal, and it's frequent to allow access to the Internet in exchange for viewing content or performing a certain action (often, providing personal data to enable commercial contact); thus, the marketing use of the captive portal is a tool for lead generation (business contacts or potential clients).[citation needed]\nImplementation\n \n #\n \n\n\nThere is more than one way to implement a captive portal.\nHTTP redirect\n \n #\n \n\n\nA common method is to direct all World Wide Web traffic to a web server, which returns an HTTP redirect to a captive portal.[3] When a modern, internet-enabled device first connects to a network, it sends out an HTTP request to a detection URL predefined by its vendor and expects an HTTP status code 200 OK or 204 No Content. If the device receives a HTTP 200 status code, it assumes it has unlimited internet access. Captive portal prompts are displayed when you are able to manipulate this first HTTP message to return a HTTP status code of 302 (redirect) to the captive portal of your choice.[4][5] RFC 6585 specifies 511 Network Authentication Required code.\nICMP redirect\n \n #\n \n\n\nClient traffic can also be redirected using ICMP redirect on the layer 3 level.\nRedirect by DNS\n \n #\n \n\n\nWhen a client requests a World Wide Web resource, DNS is queried by the browser. In a captive portal, the firewall will make sure that only the DNS server(s) provided by the network's DHCP can be used by unauthenticated clients (or, alternatively, it will forward all DNS requests by unauthenticated clients to that DNS server). This DNS server will return the IP address of the captive portal page as a result of all DNS lookups.\nIn order to perform redirection by DNS the captive portal uses DNS hijacking to perform an action similar to a man-in-the-middle attack. To limit the impact of DNS poisoning, a TTL of 0 is typically used.\nLimitations\n \n #\n \n\n\nSecurity\n \n #\n \n\n\nCaptive portals have been known to have incomplete firewall rule sets.[6]\nDNS tunneling\n \n #\n \n\n\nIn some deployments, the rule set will route DNS requests from clients to the Internet, or the provided DNS server will fulfill arbitrary DNS requests from the client. This allows a client to bypass the captive portal and access the open Internet by tunneling arbitrary traffic within DNS packets.\nAutomatic submission\n \n #\n \n\n\nSome captive portals may be configured to allow appropriately equipped user agents to detect the captive portal and automatically authenticate. User agents and supplemental applications such as Apple's Captive Portal Assistant can sometimes transparently bypass the display of captive portal content against the wishes of the service operator as long as they have access to correct credentials, or they may attempt to authenticate with incorrect or obsolete credentials, resulting in unintentional consequences such as accidental account locking.\nMAC spoofing\n \n #\n \n\n\nA captive portal that uses MAC addresses to track connected devices can sometimes be circumvented by re-using a MAC address of previously authenticated device. Once a device has been authenticated to the captive portal using a valid credentials, the gateway adds that device's MAC address to its \"whitelist\"; since MAC addresses can easily be spoofed, any other device can pretend to be the authenticated device and bypass the captive portal. Once the IP and MAC addresses of other connecting computers are found to be authenticated, any machine can spoof the MAC address and Internet Protocol (IP) address of the authenticated target, and be allowed a route through the gateway. For this reason some captive portal solutions created extended authentication mechanisms to limit the risk for usurpation.\nRequire Web Browser\n \n #\n \n\n\nCaptive portals often require the use of a web browser; this is usually the first application that users start after connected to the Internet, but users who first use an email client or other application that relies on the Internet may find the connection not working without explanation, and will then need to open a web browser to validate. This may be problematic for users who do not have any web browser installed on their operating system. It is however sometimes possible to use email and other facilities that do not rely on DNS (e.g. if the application specifies the connection IP rather than the hostname). A similar problem can occur if the client uses AJAX or joins the network with pages already loaded into its web browser, causing undefined behavior (for example, corrupt messages appear) when such a page tries HTTP requests to its origin server.\nSimilarly, as HTTPS connections cannot be redirected (at least not without triggering security warnings), a web browser that only attempts to access secure websites before being authorized by the captive portal will see those attempts fail without explanation (the usual symptom is that the intended website appears to be down or inaccessible).\nPlatforms that have Wi-Fi and a TCP/IP stack but do not have a web browser that supports HTTPS cannot use many captive portals. Such platforms include the Nintendo DS running a game that uses Nintendo Wi-Fi Connection. Non-browser authentication is possible using WISPr, an XML-based authentication protocol for this purpose, or MAC-based authentication or authentications based on other protocols.\nIt is also possible for a platform vendor to enter into a service contract with the operator of a large number of captive portal hotspots to allow free or discounted access to the platform vendor's servers via the hotspot's walled garden. For example, in 2005 Nintendo and Wayport partnered to provide free Wi-Fi access to Nintendo DS users at certain McDonald's restaurants.[7] Also, VoIP SIP ports could be allowed to bypass the gateway to allow phones to work.\n","id":"https://phlip9.com/notes/router/lightning router/captive portal/captive portal (wikipedia)/","title":"captive portal (wikipedia)"},"https://phlip9.com/notes/router/lightning router/captive portal/captive portal/":{"body":"captive portal\n\ncaptive portal (wikipedia)\nRFC 6585 (Additional HTTP Status Codes) > 511 Network Authentication Required 8c7492\nRFC 6585 (Additional HTTP Status Codes)\n\nInternet Engineering Task Force (IETF) M. Nottingham\nRequest for Comments: 6585 Rackspace\nUpdates: 2616 R. Fielding\nCategory: Standards Track Adobe\nISSN: 2070-1721 April 2012\n\nAbstract\n \n #\n \n\n\nThis document specifies additional HyperText Transfer Protocol (HTTP)\nstatus codes for a variety of common situations.\nStatus of This Memo\n \n #\n \n\n\nThis is an Internet Standards Track document.\nThis document is a product of the Internet Engineering Task Force\n(IETF). It represents the consensus of the IETF community. It has\nreceived public review and has been approved for publication by the\nInternet Engineering Steering Group (IESG). Further information on\nInternet Standards is available in Section 2 of RFC 5741.\nInformation about the current status of this document, any errata,\nand how to provide feedback on it may be obtained at\nhttp://www.rfc-editor.org/info/rfc6585.\nCopyright Notice\n \n #\n \n\n\nCopyright (c) 2012 IETF Trust and the persons identified as the\ndocument authors. All rights reserved.\nThis document is subject to BCP 78 and the IETF Trust's Legal\nProvisions Relating to IETF Documents\n(http://trustee.ietf.org/license-info) in effect on the date of\npublication of this document. Please review these documents\ncarefully, as they describe your rights and restrictions with respect\nto this document. Code Components extracted from this document must\ninclude Simplified BSD License text as described in Section 4.e of\nthe Trust Legal Provisions and are provided without warranty as\ndescribed in the Simplified BSD License.\nIntroduction\n \n #\n \n\n\nThis document specifies additional HTTP [RFC2616] status codes for a\nvariety of common situations, to improve interoperability and avoid\nconfusion when other, less precise status codes are used.\nNote that these status codes are optional; servers cannot be required\nto support them. However, because clients will treat unknown status\ncodes as a generic error of the same class (e.g., 499 is treated as\n400 if it is not recognized), they can be safely deployed by existing\nservers (see [RFC2616] Section 6.1.1 for more information).\nRequirements\n \n #\n \n\n\nThe key words \"MUST\", \"MUST NOT\", \"REQUIRED\", \"SHALL\", \"SHALL NOT\",\n\"SHOULD\", \"SHOULD NOT\", \"RECOMMENDED\", \"MAY\", and \"OPTIONAL\" in this\ndocument are to be interpreted as described in [RFC2119].\n428 Precondition Required\n \n #\n \n\n\nThe 428 status code indicates that the origin server requires the\nrequest to be conditional.\nIts typical use is to avoid the \"lost update\" problem, where a client\nGETs a resource's state, modifies it, and PUTs it back to the server,\nwhen meanwhile a third party has modified the state on the server,\nleading to a conflict. By requiring requests to be conditional, the\nserver can assure that clients are working with the correct copies.\nResponses using this status code SHOULD explain how to resubmit the\nrequest successfully. For example:\nHTTP/1.1 428 Precondition Required\nContent-Type: text/html\n<html>\n <head>\n <title>Precondition Required</title>\n </head>\n <body>\n <h1>Precondition Required</h1>\n <p>This request is required to be conditional;\n try using \"If-Match\".</p>\n </body>\n</html>\n\nResponses with the 428 status code MUST NOT be stored by a cache.\n429 Too Many Requests\n \n #\n \n\n\nThe 429 status code indicates that the user has sent too many\nrequests in a given amount of time (\"rate limiting\").\nThe response representations SHOULD include details explaining the\ncondition, and MAY include a Retry-After header indicating how long\nto wait before making a new request.\nFor example:\nHTTP/1.1 429 Too Many Requests\nContent-Type: text/html\nRetry-After: 3600\n <html>\n <head>\n <title>Too Many Requests</title>\n </head>\n <body>\n <h1>Too Many Requests</h1>\n <p>I only allow 50 requests per hour to this Web site per\n logged in user. Try again soon.</p>\n </body>\n </html>\n\nNote that this specification does not define how the origin server\nidentifies the user, nor how it counts requests. For example, an\norigin server that is limiting request rates can do so based upon\ncounts of requests on a per-resource basis, across the entire server,\nor even among a set of servers. Likewise, it might identify the user\nby its authentication credentials, or a stateful cookie.\nResponses with the 429 status code MUST NOT be stored by a cache.\n431 Request Header Fields Too Large\n \n #\n \n\n\nThe 431 status code indicates that the server is unwilling to process\nthe request because its header fields are too large. The request MAY\nbe resubmitted after reducing the size of the request header fields.\nIt can be used both when the set of request header fields in total is\ntoo large, and when a single header field is at fault. In the latter\ncase, the response representation SHOULD specify which header field\nwas too large.\nFor example:\nHTTP/1.1 431 Request Header Fields Too Large\nContent-Type: text/html\n <html>\n <head>\n <title>Request Header Fields Too Large</title>\n </head>\n <body>\n <h1>Request Header Fields Too Large</h1>\n <p>The \"Example\" header was too large.</p>\n </body>\n </html>\n\nResponses with the 431 status code MUST NOT be stored by a cache.\n511 Network Authentication Required ^8c7492\n \n #\n \n\n\nThe 511 status code indicates that the client needs to authenticate\nto gain network access.\nThe response representation SHOULD contain a link to a resource that\nallows the user to submit credentials (e.g., with an HTML form).\nNote that the 511 response SHOULD NOT contain a challenge or the\nlogin interface itself, because browsers would show the login\ninterface as being associated with the originally requested URL,\nwhich may cause confusion.\nThe 511 status SHOULD NOT be generated by origin servers; it is\nintended for use by intercepting proxies that are interposed as a\nmeans of controlling access to the network.\nResponses with the 511 status code MUST NOT be stored by a cache.\nThe 511 Status Code and Captive Portals\n \n #\n \n\n\nThe 511 status code is designed to mitigate problems caused by\n\"captive portals\" to software (especially non-browser agents) that is\nexpecting a response from the server that a request was made to, not\nthe intervening network infrastructure. It is not intended to\nencourage deployment of captive portals -- only to limit the damage\ncaused by them.\nA network operator wishing to require some authentication, acceptance\nof terms, or other user interaction before granting access usually\ndoes so by identifying clients who have not done so (\"unknown\nclients\") using their Media Access Control (MAC) addresses. ^615a1d\nUnknown clients then have all traffic blocked, except for that on TCP\nport 80, which is sent to an HTTP server (the \"login server\")\ndedicated to \"logging in\" unknown clients, and of course traffic to\nthe login server itself. ^521ac1\n511 Captive Portal Example\n \n #\n \n\n\nFor example, a user agent might connect to a network and make the\nfollowing HTTP request on TCP port 80:\nGET /index.htm HTTP/1.1\nHost: www.example.com\n\nUpon receiving such a request, the login server would generate a 511\nresponse:\nHTTP/1.1 511 Network Authentication Required\nContent-Type: text/html\n\n <html>\n <head>\n <title>Network Authentication Required</title>\n <meta http-equiv=\"refresh\"\n content=\"0; url=https://login.example.net/\">\n </head>\n <body>\n <p>You need to <a href=\"https://login.example.net/\">\n authenticate with the local network</a> in order to gain\n access.</p>\n </body>\n </html>\n\nHere, the 511 status code assures that non-browser clients will not\ninterpret the response as being from the origin server, and the META\nHTML element redirects the user agent to the login server.\nSecurity Considerations\n \n #\n \n\n\n428 Precondition Required\n \n #\n \n\n\nThe 428 status code is optional; clients cannot rely upon its use to\nprevent \"lost update\" conflicts.\n429 Too Many Requests\n \n #\n \n\n\nWhen a server is under attack or just receiving a very large number\nof requests from a single party, responding to each with a 429 status\ncode will consume resources.\nTherefore, servers are not required to use the 429 status code; when\nlimiting resource usage, it may be more appropriate to just drop\nconnections, or take other steps.\n431 Request Header Fields Too Large\n \n #\n \n\n\nServers are not required to use the 431 status code; when under\nattack, it may be more appropriate to just drop connections, or take\nother steps.\n511 Network Authentication Required (Security)\n \n #\n \n\n\nIn common use, a response carrying the 511 status code will not come\nfrom the origin server indicated in the request's URL. This presents\nmany security issues; e.g., an attacking intermediary may be\ninserting cookies into the original domain's name space, may be\nobserving cookies or HTTP authentication credentials sent from the\nuser agent, and so on.\nHowever, these risks are not unique to the 511 status code; in other\nwords, a captive portal that is not using this status code introduces\nthe same issues.\nAlso, note that captive portals using this status code on a Secure\nSocket Layer (SSL) or Transport Layer Security (TLS) connection\n(commonly, port 443) will generate a certificate error on the client.\nIANA Considerations\n \n #\n \n\n\nThe HTTP Status Codes registry has been updated with the following\nentries:\n Value: 428\n Description: Precondition Required\n Reference: [RFC6585]\n\n Value: 429\n Description: Too Many Requests\n Reference: [RFC6585]\n\n Value: 431\n Description: Request Header Fields Too Large\n Reference: [RFC6585]\n\n Value: 511\n Description: Network Authentication Required\n Reference: [RFC6585]\n\nReferences\n \n #\n \n\n\n9.1. Normative References\n\\[\nRequirement Levels\", BCP 14, RFC 2119, March 1997.\n\n\\[RFC2616\\] Fielding, R., Gettys, J., Mogul, J., Frystyk, H.,\nMasinter, L., Leach, P., and T. Berners-Lee, \"Hypertext\nTransfer Protocol -- HTTP/1.1\", RFC 2616, June 1999.\n\n9.2. Informative References\n\n\\[CORS\\] van Kesteren, A., Ed., \"Cross-Origin Resource Sharing\",\nW3C Working Draft WD-cors-20100727, July 2010,\n.\n\n\\[Favicon\\] Wikipedia, \"Favicon\", March 2012,\n\\.\n\n\\[OAuth2.0\\] Hammer-Lahav, E., Ed., Recordon, D., and D. Hardt, \"The\nOAuth 2.0 Authorization Protocol\", Work in Progress,\nMarch 2012.\n\nNottingham & Fielding Standards Track \\[Page 7\\]\n\nRFC 6585 Additional HTTP Status Codes April 2012\n\n\\[P3P\\] Marchiori, M., Ed., \"The Platform for Privacy Preferences\n1.0 (P3P1.0) Specification\", W3C Recommendation\nREC-P3P-20020416, April 2002,\n.\n\n\\[RFC4791\\] Daboo, C., Desruisseaux, B., and L. Dusseault,\n\"Calendaring Extensions to WebDAV (CalDAV)\", RFC 4791,\nMarch 2007.\n\n\\[RFC4918\\] Dusseault, L., Ed., \"HTTP Extensions for Web Distributed\nAuthoring and Versioning (WebDAV)\", RFC 4918, June 2007.\n\n\\[WIDGETS\\] Caceres, M., Ed., \"Widget Packaging and XML\nConfiguration\", W3C Recommendation REC-widgets-20110927,\nSeptember 2011, .\n\n\\[WebFinger\\] WebFinger Project, \"WebFingerProtocol (Draft)\",\nJanuary 2010, \\.\n\n## Appendix\n\n### Appendix A. Acknowledgements\n\nThanks to Jan Algermissen and Julian Reschke for their suggestions\nand feedback.\n\n### Appendix B. Issues Raised by Captive Portals\n\nSince clients cannot differentiate between a portal's response and\nthat of the HTTP server that they intended to communicate with, a\nnumber of issues arise. The 511 status code is intended to help\nmitigate some of them.\n\nOne example is the \"favicon.ico\" \\[Favicon\\] commonly used by browsers\nto identify the site being accessed. If the favicon for a given site\nis fetched from a captive portal instead of the intended site (e.g.,\nbecause the user is unauthenticated), it will often \"stick\" in the\nbrowser's cache (most implementations cache favicons aggressively)\nbeyond the portal session, so that it seems as if the portal's\nfavicon has \"taken over\" the legitimate site.\n\nAnother browser-based issue comes about when the Platform for Privacy\nPreferences \\[P3P\\] is supported. Depending on how it is implemented,\nit's possible a browser might interpret a portal's response for the\np3p.xml file as the server's, resulting in the privacy policy (or\nlack thereof) advertised by the portal being interpreted as applying\nto the intended site. Other Web-based protocols such as WebFinger\n\\[WebFinger\\], Cross-Origin Resource Sharing \\[CORS\\], and Open\nAuthorization \\[OAuth2.0\\] may also be vulnerable to such issues.\n\nAlthough HTTP is most widely used with Web browsers, a growing number\nof non-browsing applications use it as a substrate protocol. For\nexample, Web Distributed Authoring and Versioning (WebDAV) \\[RFC4918\\]\nand Calendaring Extensions to WebDAV (CalDAV) \\[RFC4791\\] both use HTTP\nas the basis (for remote authoring and calendaring, respectively).\nUsing these applications from behind a captive portal can result in\nspurious errors being presented to the user, and might result in\ncontent corruption, in extreme cases.\n\nSimilarly, other non-browser applications using HTTP can be affected\nas well, e.g., widgets \\[WIDGETS\\], software updates, and other\nspecialized software such as Twitter clients and the iTunes Music\nStore.\n\nIt should be noted that it's sometimes believed that using HTTP\nredirection to direct traffic to the portal addresses these issues.\nHowever, since many of these uses \"follow\" redirects, this is not a\ngood solution.\n\nAuthors' Addresses\n\nMark Nottingham\nRackspace\n\nEMail: mnot@mnot.net\nURI: http://www.mnot.net/\n\nRoy T. Fielding\nAdobe Systems Incorporated\n345 Park Ave.\nSan Jose, CA 95110\nUSA\n\nEMail: fielding@gbiv.com\nURI: http://roy.gbiv.com/\n\n# RFC 6585 (Additional HTTP Status Codes)\n\n````\nInternet Engineering Task Force (IETF) M. Nottingham\nRequest for Comments: 6585 Rackspace\nUpdates: 2616 R. Fielding\nCategory: Standards Track Adobe\nISSN: 2070-1721 April 2012\n````\n\n## Abstract\n\nThis document specifies additional HyperText Transfer Protocol (HTTP)\nstatus codes for a variety of common situations.\n\n## Status of This Memo\n\nThis is an Internet Standards Track document.\n\nThis document is a product of the Internet Engineering Task Force\n(IETF). It represents the consensus of the IETF community. It has\nreceived public review and has been approved for publication by the\nInternet Engineering Steering Group (IESG). Further information on\nInternet Standards is available in Section 2 of RFC 5741.\n\nInformation about the current status of this document, any errata,\nand how to provide feedback on it may be obtained at\n.\n\n## Copyright Notice\n\nCopyright (c) 2012 IETF Trust and the persons identified as the\ndocument authors. All rights reserved.\n\nThis document is subject to BCP 78 and the IETF Trust's Legal\nProvisions Relating to IETF Documents\n() in effect on the date of\npublication of this document. Please review these documents\ncarefully, as they describe your rights and restrictions with respect\nto this document. Code Components extracted from this document must\ninclude Simplified BSD License text as described in Section 4.e of\nthe Trust Legal Provisions and are provided without warranty as\ndescribed in the Simplified BSD License.\n\n## Introduction\n\nThis document specifies additional HTTP \\[RFC2616\\] status codes for a\nvariety of common situations, to improve interoperability and avoid\nconfusion when other, less precise status codes are used.\n\nNote that these status codes are optional; servers cannot be required\nto support them. However, because clients will treat unknown status\ncodes as a generic error of the same class (e.g., 499 is treated as\n400 if it is not recognized), they can be safely deployed by existing\nservers (see \\[RFC2616\\] Section 6.1.1 for more information).\n\n## Requirements\n\nThe key words \"MUST\", \"MUST NOT\", \"REQUIRED\", \"SHALL\", \"SHALL NOT\",\n\"SHOULD\", \"SHOULD NOT\", \"RECOMMENDED\", \"MAY\", and \"OPTIONAL\" in this\ndocument are to be interpreted as described in \\[RFC2119\\].\n\n## 428 Precondition Required\n\nThe 428 status code indicates that the origin server requires the\nrequest to be conditional.\n\nIts typical use is to avoid the \"lost update\" problem, where a client\nGETs a resource's state, modifies it, and PUTs it back to the server,\nwhen meanwhile a third party has modified the state on the server,\nleading to a conflict. By requiring requests to be conditional, the\nserver can assure that clients are working with the correct copies.\n\nResponses using this status code SHOULD explain how to resubmit the\nrequest successfully. For example:\n\nHTTP/1.1 428 Precondition Required\nContent-Type: text/html\n\n````html\n\n \n Precondition Required\n \n \n Precondition Required\n This request is required to be conditional;\n try using \"If-Match\".\n \n\n````\n\nResponses with the 428 status code MUST NOT be stored by a cache.\n\n## 429 Too Many Requests\n\nThe 429 status code indicates that the user has sent too many\nrequests in a given amount of time (\"rate limiting\").\n\nThe response representations SHOULD include details explaining the\ncondition, and MAY include a Retry-After header indicating how long\nto wait before making a new request.\n\nFor example:\n\nHTTP/1.1 429 Too Many Requests\nContent-Type: text/html\nRetry-After: 3600\n\n````html\n \n \n Too Many Requests\n \n \n Too Many Requests\n I only allow 50 requests per hour to this Web site per\n logged in user. Try again soon.\n \n \n````\n\nNote that this specification does not define how the origin server\nidentifies the user, nor how it counts requests. For example, an\norigin server that is limiting request rates can do so based upon\ncounts of requests on a per-resource basis, across the entire server,\nor even among a set of servers. Likewise, it might identify the user\nby its authentication credentials, or a stateful cookie.\n\nResponses with the 429 status code MUST NOT be stored by a cache.\n\n## 431 Request Header Fields Too Large\n\nThe 431 status code indicates that the server is unwilling to process\nthe request because its header fields are too large. The request MAY\nbe resubmitted after reducing the size of the request header fields.\n\nIt can be used both when the set of request header fields in total is\ntoo large, and when a single header field is at fault. In the latter\ncase, the response representation SHOULD specify which header field\nwas too large.\n\nFor example:\n\nHTTP/1.1 431 Request Header Fields Too Large\nContent-Type: text/html\n\n````html\n \n \n Request Header Fields Too Large\n \n \n Request Header Fields Too Large\n The \"Example\" header was too large.\n \n \n````\n\nResponses with the 431 status code MUST NOT be stored by a cache.\n\n## 511 Network Authentication Required ^8c7492\n\nThe 511 status code indicates that the client needs to authenticate\nto gain network access.\n\nThe response representation SHOULD contain a link to a resource that\nallows the user to submit credentials (e.g., with an HTML form).\n\nNote that the 511 response SHOULD NOT contain a challenge or the\nlogin interface itself, because browsers would show the login\ninterface as being associated with the originally requested URL,\nwhich may cause confusion.\n\nThe 511 status SHOULD NOT be generated by origin servers; it is\nintended for use by intercepting proxies that are interposed as a\nmeans of controlling access to the network.\n\nResponses with the 511 status code MUST NOT be stored by a cache.\n\n### The 511 Status Code and Captive Portals\n\nThe 511 status code is designed to mitigate problems caused by\n\"captive portals\" to software (especially non-browser agents) that is\nexpecting a response from the server that a request was made to, not\nthe intervening network infrastructure. It is not intended to\nencourage deployment of captive portals -- only to limit the damage\ncaused by them.\n\nA network operator wishing to require some authentication, acceptance\nof terms, or other user interaction before granting access usually\ndoes so by identifying clients who have not done so (\"unknown\nclients\") using their Media Access Control (MAC) addresses. ^615a1d\n\nUnknown clients then have all traffic blocked, except for that on TCP\nport 80, which is sent to an HTTP server (the \"login server\")\ndedicated to \"logging in\" unknown clients, and of course traffic to\nthe login server itself. ^521ac1\n\n#### 511 Captive Portal Example\n\nFor example, a user agent might connect to a network and make the\nfollowing HTTP request on TCP port 80:\n\n````http\nGET /index.htm HTTP/1.1\nHost: www.example.com\n````\n\nUpon receiving such a request, the login server would generate a 511\nresponse:\n\n````http\nHTTP/1.1 511 Network Authentication Required\nContent-Type: text/html\n````\n\n````html\n \n \n Network Authentication Required\n \n \n \n You need to \n authenticate with the local network in order to gain\n access.\n \n \n````\n\nHere, the 511 status code assures that non-browser clients will not\ninterpret the response as being from the origin server, and the META\nHTML element redirects the user agent to the login server.\n\n## Security Considerations\n\n### 428 Precondition Required\n\nThe 428 status code is optional; clients cannot rely upon its use to\nprevent \"lost update\" conflicts.\n\n### 429 Too Many Requests\n\nWhen a server is under attack or just receiving a very large number\nof requests from a single party, responding to each with a 429 status\ncode will consume resources.\n\nTherefore, servers are not required to use the 429 status code; when\nlimiting resource usage, it may be more appropriate to just drop\nconnections, or take other steps.\n\n### 431 Request Header Fields Too Large\n\nServers are not required to use the 431 status code; when under\nattack, it may be more appropriate to just drop connections, or take\nother steps.\n\n### 511 Network Authentication Required (Security)\n\nIn common use, a response carrying the 511 status code will not come\nfrom the origin server indicated in the request's URL. This presents\nmany security issues; e.g., an attacking intermediary may be\ninserting cookies into the original domain's name space, may be\nobserving cookies or HTTP authentication credentials sent from the\nuser agent, and so on.\n\nHowever, these risks are not unique to the 511 status code; in other\nwords, a captive portal that is not using this status code introduces\nthe same issues.\n\nAlso, note that captive portals using this status code on a Secure\nSocket Layer (SSL) or Transport Layer Security (TLS) connection\n(commonly, port 443) will generate a certificate error on the client.\n\n## IANA Considerations\n\nThe HTTP Status Codes registry has been updated with the following\nentries:\n\n````\n Value: 428\n Description: Precondition Required\n Reference: [RFC6585]\n\n Value: 429\n Description: Too Many Requests\n Reference: [RFC6585]\n\n Value: 431\n Description: Request Header Fields Too Large\n Reference: [RFC6585]\n\n Value: 511\n Description: Network Authentication Required\n Reference: [RFC6585]\n````\n\n## References\n\n9.1. Normative References\n\n\\[RFC2119\\] Bradner, S., \"Key words for use in RFCs to Indicate\nRequirement Levels\", BCP 14, RFC 2119, March 1997.\n\n\\[RFC2616\\] Fielding, R., Gettys, J., Mogul, J., Frystyk, H.,\nMasinter, L., Leach, P., and T. Berners-Lee, \"Hypertext\nTransfer Protocol -- HTTP/1.1\", RFC 2616, June 1999.\n\n9.2. Informative References\n\n\\[CORS\\] van Kesteren, A., Ed., \"Cross-Origin Resource Sharing\",\nW3C Working Draft WD-cors-20100727, July 2010,\n.\n\n\\[Favicon\\] Wikipedia, \"Favicon\", March 2012,\n\\.\n\n\\[OAuth2.0\\] Hammer-Lahav, E., Ed., Recordon, D., and D. Hardt, \"The\nOAuth 2.0 Authorization Protocol\", Work in Progress,\nMarch 2012.\n\nNottingham & Fielding Standards Track \\[Page 7\\]\n\nRFC 6585 Additional HTTP Status Codes April 2012\n\n\\[P3P\\] Marchiori, M., Ed., \"The Platform for Privacy Preferences\n1.0 (P3P1.0) Specification\", W3C Recommendation\nREC-P3P-20020416, April 2002,\n.\n\n\\[RFC4791\\] Daboo, C., Desruisseaux, B., and L. Dusseault,\n\"Calendaring Extensions to WebDAV (CalDAV)\", RFC 4791,\nMarch 2007.\n\n\\[RFC4918\\] Dusseault, L., Ed., \"HTTP Extensions for Web Distributed\nAuthoring and Versioning (WebDAV)\", RFC 4918, June 2007.\n\n\\[WIDGETS\\] Caceres, M., Ed., \"Widget Packaging and XML\nConfiguration\", W3C Recommendation REC-widgets-20110927,\nSeptember 2011, .\n\n\\[WebFinger\\] WebFinger Project, \"WebFingerProtocol (Draft)\",\nJanuary 2010, \\.\n\n## Appendix\n\n### Appendix A. Acknowledgements\n\nThanks to Jan Algermissen and Julian Reschke for their suggestions\nand feedback.\n\n### Appendix B. Issues Raised by Captive Portals\n\nSince clients cannot differentiate between a portal's response and\nthat of the HTTP server that they intended to communicate with, a\nnumber of issues arise. The 511 status code is intended to help\nmitigate some of them.\n\nOne example is the \"favicon.ico\" \\[Favicon\\] commonly used by browsers\nto identify the site being accessed. If the favicon for a given site\nis fetched from a captive portal instead of the intended site (e.g.,\nbecause the user is unauthenticated), it will often \"stick\" in the\nbrowser's cache (most implementations cache favicons aggressively)\nbeyond the portal session, so that it seems as if the portal's\nfavicon has \"taken over\" the legitimate site.\n\nAnother browser-based issue comes about when the Platform for Privacy\nPreferences \\[P3P\\] is supported. Depending on how it is implemented,\nit's possible a browser might interpret a portal's response for the\np3p.xml file as the server's, resulting in the privacy policy (or\nlack thereof) advertised by the portal being interpreted as applying\nto the intended site. Other Web-based protocols such as WebFinger\n\\[WebFinger\\], Cross-Origin Resource Sharing \\[CORS\\], and Open\nAuthorization \\[OAuth2.0\\] may also be vulnerable to such issues.\n\nAlthough HTTP is most widely used with Web browsers, a growing number\nof non-browsing applications use it as a substrate protocol. For\nexample, Web Distributed Authoring and Versioning (WebDAV) \\[RFC4918\\]\nand Calendaring Extensions to WebDAV (CalDAV) \\[RFC4791\\] both use HTTP\nas the basis (for remote authoring and calendaring, respectively).\nUsing these applications from behind a captive portal can result in\nspurious errors being presented to the user, and might result in\ncontent corruption, in extreme cases.\n\nSimilarly, other non-browser applications using HTTP can be affected\nas well, e.g., widgets \\[WIDGETS\\], software updates, and other\nspecialized software such as Twitter clients and the iTunes Music\nStore.\n\nIt should be noted that it's sometimes believed that using HTTP\nredirection to direct traffic to the portal addresses these issues.\nHowever, since many of these uses \"follow\" redirects, this is not a\ngood solution.\n\nAuthors' Addresses\n\nMark Nottingham\nRackspace\n\nEMail: mnot@mnot.net\nURI: http://www.mnot.net/\n\nRoy T. Fielding\nAdobe Systems Incorporated\n345 Park Ave.\nSan Jose, CA 95110\nUSA\n\nEMail: fielding@gbiv.com\nURI: http://roy.gbiv.com/\n\n## Redirect Methods\n\n### 1. WiFi Passpoint (Hotspot 2.0)\n\n### 2. [HTTP Redirect](https://www.wikiwand.com/en/Captive_portal#/HTTP_redirect)\n\nWhen client device first connects, it makes an HTTP request to a special endpoint (what?); if the endpoint returns 200 or 204, then it assume unlimited internet. Otherwise, if it returns 302 (redirect) to the captive portal, the device will know that it needs to auth to gain access.\n\nAlternatively, ALL HTTP requests from the client are redirected until auth'ed.\n\nProblem: How does this work when the client is HTTPS only?\n\n#### ArubaNetworks Example\n\n[arubanetworks captive portal](@/router/lightning%20router/captive%20portal/arubanetworks%20captive%20portal.md)\n\n#### HTTP 302 Redirect Example:\n\n````http\n# Client request:\nGET /index.html HTTP/1.1\nHost: www.example.com\n\n# Server response:\nHTTP/1.1 302 Found\nLocation: http://www.iana.org/domains/example/\n````\n\n#### HTTP 511 Example:\n\n#### 511 Captive Portal Example\n\nFor example, a user agent might connect to a network and make the\nfollowing HTTP request on TCP port 80:\n\n````http\nGET /index.htm HTTP/1.1\nHost: www.example.com\n````\n\nUpon receiving such a request, the login server would generate a 511\nresponse:\n\n````http\nHTTP/1.1 511 Network Authentication Required\nContent-Type: text/html\n````\n\n````html\n \n \n Network Authentication Required\n \n \n \n You need to \n authenticate with the local network in order to gain\n access.\n \n \n````\n\nHere, the 511 status code assures that non-browser clients will not\ninterpret the response as being from the origin server, and the META\nHTML element redirects the user agent to the login server.\n\n### 3. ICMP Redirect\n\nTODO\n\n### 4. DNS Redirect\n\nUse [DNS Hijacking](https://www.wikiwand.com/en/DNS_hijacking) to return IP of captive portal for all DNS requests until client is auth'ed.\n\nDNS response should use TTL=0 to avoid poisoning client's DNS cache.\n\nProblem: how does this work if the client has their own DNS server configured (e.g. 8.8.8.8)? Could do DNS packet rewriting I guess...\n\nProblem: when the client looks up `google.com`, what if their local DNS cache is already hot? They will never make a DNS request that we can rewrite.\n\\]\n","id":"https://phlip9.com/notes/router/lightning router/captive portal/captive portal/","title":"captive portal"},"https://phlip9.com/notes/router/lightning router/lightning router overview/":{"body":"lightning router overview\n\nLightning-enabled \"Captive Portal\"\n\"Pay-as-you-go\" internet usage with Lightning\nThesis\n \n #\n \n\n\nFaster, cheaper micro-payments enable finer grained usage billing\nUse Cases\n \n #\n \n\n\n\nCafe / Restaurant / Hotel / Airport\nAppartment: provide WiFi to neighbors\n\nWhat is Purchased (Capacity vs Volume)\n \n #\n \n\n\nOne of:\n\nData Volume\n+ Users purchase a \"data rate\" contract, e.g., $0.01 / MiB, charged every X MiB\n+ Most cost efficient (?), since users pay only for what they use\n+ Provider can charge many users at once\n+ Variable quality, since it makes no guarantees about how much bandwidth capacity you're getting\n+ Good for: emails, browsing, \"spiky\" usage\nBandwidth\n+ Users purchase a \"bandwidth capacity\" contract, e.g., 10 MiB/s, charged every X minutes\n+ Allows users to reserve a \"slice of the pipe\" all to themselves\n+ Some use cases aren't usable without a minimum bandwidth guarantee (Youtube video buffering, gaming lag). Most useful when the router is under heavy usage by many \"data volume\" users.\n+ Good for: gaming, Netflix, Youtube, sustained usage\n\n\nCould also provide \"slow\" connectivity by default, then users pay for better quality.\nAlso need to distinguish Up/Down Volume/Bandwidth\n\nCaptive Portal\n \n #\n \n\n\ncaptive portal\nFlow\n \n #\n \n\n\ncustom auth variables passed in query string\nvariablenotes\nclientipThe ip address of the client to be authenticated\nsessionlengthlength of session - minutes\nuploadratemaximum allowed upload data rate - kbits/sec\ndownloadratemaximum allowed download data rate - kbits/sec\nuploadquotaallowed upload data quota - kBytes\ndownloadquotaallowed download data quota - kBytes\ncustomA custom data string that will be sent to BinAuth\n\n\nclient gets captured by openNDS\nopenNDS redirects client to FAS API along w/ encrypted token (?) (depends on \"security level\")\nFAS API decides whether to auth client by passing them the decrypted token, client hits gateway:port/opennds_auth?tok=XXX with decrypted token to auth.\nif client follows lightning flow, FAS API can notify openNDS to increase client\n\n","id":"https://phlip9.com/notes/router/lightning router/lightning router overview/","title":"lightning router overview"},"https://phlip9.com/notes/statistics probability/":{"body":"","id":"https://phlip9.com/notes/statistics probability/","title":"statistics probability"},"https://phlip9.com/notes/statistics probability/CDF confidence bands - DKW inequality/":{"body":"CDF confidence bands - DKW inequality\n\n\\[\n\\renewcommand{\\Pr}[1]{\\text{Pr}\\left[ #1 \\right]}\n\\def\\eps{\\varepsilon}\n\\]\nOverview\n \n #\n \n\n\nLet's say I have a well known distribution defined by a CDF $F(x)$. I also sample an empirical CDF $F_n(x)$ from a population. Given some confidence parameter, the DKW Inequality bounds how close a random ECDF $F_n(x)$ will be to the true CDF from which the samples are drawn.\nInequality\n \n #\n \n\n\nThe inequality itself states the probability that the Kolmogorov-Smirnov Statistic violates some bound (the K-S statistic is just $||F_n(x) - F(x)||_{\\text{max}}$)\n\\[\n\\Pr{\\sup_{x} \\; \\Bigl|F_n(x) - F(x)\\Bigr| > \\eps} \\le 2 e^{-2 n \\eps^2} \\qquad \\text{for every } \\eps > 0.\n\\]\nNote: there is an extended inequality for a multivariate $F$. The bound changes from $2 e^{(\\cdots)}$ to $2k \\, e^{(\\cdots)}$, where $k$ is the vector dimension.\nCDF Confidence Bands\n \n #\n \n\n\nWe can use the DKW Inequality to produce a \"band\" around our true CDF that must contain our empirical CDF with some confidence probability.\nWith a failure probability $\\alpha$, our sampled ECDF will sit outside the interval\n\\[\n\\Bigl[ F(x) - \\eps,\\; F(x) + \\eps \\Bigr] \\qquad \\text{where } \\eps = \\sqrt{\\frac{\\ln \\frac{2}{\\alpha}}{2n}}\n\\]\nPros\n \n #\n \n\n\n\nallows us to contain the entire CDF with a single band value.\nnon-parametric - requires no assumptions about the sample distribution.\n\nCons\n \n #\n \n\n\n\nprovides weak guarantees at the tails, tighter bounds around the median\npointwise approaches (what?) can provide tighter bounds at each individual value\nnon-parametric - provides weaker bounds than others with more assumptions.\n\nExample Bounds\n \n #\n \n\n\n$n$$\\alpha$$\\eps$\n100.10.38702275602049496\n100.010.5146997846583985\n100.0010.6164779987778186\n\n1000.10.12238734153404082\n1000.010.16276236307187292\n1000.0010.19494746035204052\n\n10000.10.038702275602049495\n10000.010.05146997846583985\n10000.0010.06164779987778186\n\n100000.10.012238734153404082\n100000.010.016276236307187292\n100000.0010.019494746035204052\n\n200000.10.008654091913011426\n200000.010.011509037065006824\n200000.0010.013784867119002347\n\nLinks\n \n #\n \n\n\n\nDKW Inequality (wikiwand)\nENS PSL Fact Sheet 1: DKW Inequality\nOn the tight constant in the multivariate DKW Inequality\nKolmogorov-Smirnov Statistic (wikiwand)\n\n","id":"https://phlip9.com/notes/statistics probability/CDF confidence bands - DKW inequality/","title":"CDF confidence bands - DKW inequality"},"https://phlip9.com/notes/statistics probability/G-test - multinomial goodness-of-fit/":{"body":"G-test - multinomial goodness-of-fit\n\n\\[\n\\def\\Chi{\\mathcal{X}}\n\\]\nOverview\n \n #\n \n\n\n\n$G$ is a test-statistic. Asymptotically the same as the $\\Chi^2$ test-statistic.\nUsed for goodness-of-fit test b/w observed and hypothesized multinomial distributions.\nWe use the $\\Chi^2$ distribution to compute our desired $G$ threshold from a given $p$-value.\nIt's a log-likelihood ratio. Closely related to KL-divergence and $\\Chi^2$ statistic.\n\nTest Statistic\n \n #\n \n\n\nIn terms of observed counts, $O_i \\ge 0$, and expected counts, $E_i > 0$\n\\[\nG = 2 \\sum_i O_i \\cdot \\ln\\Bigl( \\frac{O_i}{E_i} \\Bigr)\n\\]\nIn terms of probabilities $\\hat{p}_i$ and $p_i$ (estimated and expected resp.) and number of samples $n$:\n\\[\n\\begin{align*}\n\tG &= 2 \\sum_i \\hat{p}_i \\cdot n \\cdot \\ln\\Bigl( \\frac{\\hat{p}_i \\cdot n}{p_i \\cdot n} \\Bigr) \\\\\n\t&= 2 \\sum_i \\hat{p}_i \\cdot n \\cdot \\ln\\Bigl( \\frac{\\hat{p}_i}{p_i} \\Bigr) \\\\\n\t&= 2 n \\sum_i \\hat{p}_i \\cdot \\ln\\Bigl( \\frac{\\hat{p}_i}{p_i} \\Bigr) \\\\\n\t&= 2 \\, n \\; D_{\\text{KL}}(\\hat{p} \\;||\\; p)\n\\end{align*}\n\\]\nwhere $D_{\\text{KL}}(\\hat{p} \\;||\\; p)$ is the Kullback-Leibler divergence.\nExample Implementation\n \n #\n \n\n\nSource: https://github.com/phlip9/kcddice/blob/master/kcddice/src/stats.rs\nuse claim::{debug_assert_ge, debug_assert_le};\nuse ndarray::{ArrayView1, Zip};\nuse statrs::distribution::{ChiSquared, ContinuousCDF};\n\nconst EPS: f64 = 1e-10;\n\n/// Return true iff `supp(p) ⊆ supp(q)` for dense PMFs `p` and `q`.\nfn is_pmf_subset(p: ArrayView1<f64>, q: ArrayView1<f64>) -> bool {\n Zip::from(p).and(q).all(|&p_i, &q_i| {\n // A = (q_i == 0.0)\n // B = (p_i == 0.0)\n // (A ==> B) <==> (¬A ∨ B)\n (q_i > 0.0) || (p_i <= 0.0)\n })\n}\n\n/// Compute the [KL-divergence](https://www.wikiwand.com/en/Kullback%E2%80%93Leibler_divergence).\n/// between dense PMFs `p` and `q`.\n///\n/// `D_{KL}(p || q) = \\sum_i p_i * \\ln(p_i / q_i)`\n///\n/// Note: p's support must be a strict subset of q's support!\n/// this is also referred to as the \"absolute continuity\" assumption,\n/// where `q_i = 0` implies `p_i = 0`.\nfn kl_divergence(p: ArrayView1<f64>, q: ArrayView1<f64>) -> f64 {\n // caller should check this before\n debug_assert!(is_pmf_subset(p, q));\n\n Zip::from(p)\n .and(q)\n .fold(0.0, |sum, &p_i, &q_i| sum + kl_div_term(p_i, q_i))\n}\n\n#[inline]\nfn kl_div_term(p_i: f64, q_i: f64) -> f64 {\n if q_i > EPS {\n if p_i > EPS {\n p_i * (p_i / q_i).ln()\n } else {\n 0.0\n }\n } else {\n if p_i > EPS {\n debug_assert!(false);\n f64::INFINITY\n } else {\n 0.0\n }\n }\n}\n\n/// The G-test statistic.\n///\n/// * Used for comparing observed multinomial distribution with expected\n/// hypothesis multinomial distribution.\n/// * Asmyptotically approximates chi^2-test statistic.\n///\n/// `n`: the number of samples\n/// `p`: the expected PMF\n/// `p_hat`: the observed PMF\n///\n/// G-test: https://www.wikiwand.com/en/G-test\nfn g_test(n: usize, p: ArrayView1<f64>, p_hat: ArrayView1<f64>) -> f64 {\n (n as f64) * (2.0 * kl_divergence(p_hat, p))\n}\n\nSee also: https://github.com/msberends/AMR/blob/main/R/g.test.R\n","id":"https://phlip9.com/notes/statistics probability/G-test - multinomial goodness-of-fit/","title":"G-test - multinomial goodness-of-fit"},"https://phlip9.com/notes/statistics probability/MAD - median absolute deviation/":{"body":"MAD - median absolute deviation\n\nWikiwand: https://www.wikiwand.com/en/Median_absolute_deviation\nR Docs: https://www.rdocumentation.org/packages/stats/versions/3.6.2/topics/mad\nMAD is a measure of statistical dispersion (like stddev) but is more resilient to outliers\nMAD = median(abs(X - median(X)))\nstddev_estimate = k * MAD\nfor normally distributed data, k = 1.4826\n","id":"https://phlip9.com/notes/statistics probability/MAD - median absolute deviation/","title":"MAD - median absolute deviation"},"https://phlip9.com/notes/statistics probability/cheat sheet/":{"body":"cheat sheet\n\n\\[\n\\renewcommand{\\Pr}[1]{\\text{Pr}\\left[ #1 \\right]}\n\\]\nLaw of Total Probability\n \n #\n \n\n\n\\[\n\\begin{align*}\n\t\\Pr{A}\n\t&= \\sum_n \\Pr{A,\\, B_n} \\\\\n\t&= \\sum_n \\Pr{A \\;|\\; B_n} \\cdot \\Pr{B_n} \\\\\n \\\\\n\t\\Pr{A \\;|\\; C}\n\t&= \\sum_n \\Pr{A \\;|\\; C,\\, B_n} \\cdot \\Pr{B_n \\;|\\; C} \\\\\n\t&= \\sum_n \\Pr{A \\;|\\; C,\\, B_n} \\cdot \\Pr{B_n} \\qquad \\text{(if $B_n$ and $C$ indep.)}\n\\end{align*}\n\\]\n","id":"https://phlip9.com/notes/statistics probability/cheat sheet/","title":"cheat sheet"},"https://phlip9.com/notes/statistics probability/herbie - float error fixer/":{"body":"herbie - float error fixer\n\n\nFind and fix floating-point problems:\n \n #\n \n\n\nsqrt(x+1) - sqrt(x) → 1/(sqrt(x+1) + sqrt(x))\nHerbie detects inaccurate expressions and finds more accurate replacements. The red expression is inaccurate when x > 1; Herbie's replacement, in blue, is accurate for all x.\n\n\nSite: https://herbie.uwplse.org/\nGithub: https://github.com/herbie-fp/herbie\n\n","id":"https://phlip9.com/notes/statistics probability/herbie - float error fixer/","title":"herbie - float error fixer"},"https://phlip9.com/notes/statistics probability/kelly criterion + ELO/":{"body":"kelly criterion + ELO\n\nQ = lambda r: 10**(r/400)\nE = lambda r1, r2: Q(r1) / (Q(r1) + Q(r2))\nK = lambda p, b: p - (1 - p) / b\nA = lambda P, E_g, E_o, Y: print(\"Y: %d, N: %d\" % (P * K(E(E_g, E_o), (1 / Y) - 1), P * K(1 - E(E_g, E_o), (1 / (1 - Y)) - 1)))\n\n","id":"https://phlip9.com/notes/statistics probability/kelly criterion + ELO/","title":"kelly criterion + ELO"},"https://phlip9.com/notes/statistics probability/multinomial distribution/":{"body":"multinomial distribution\n\n\\[\n\\renewcommand{\\Pr}[1]{\\text{Pr}\\left[ #1 \\right]}\n\\def\\eps{\\varepsilon}\n\\def\\E{\\mathbb{E}}\n\\]\nExample\n \n #\n \n\n\nYou have a k-sided, weighted die. The weight each face $i = 1, \\ldots, k$ is $p_i$. You roll the die $n$ times. The distribution of faces rolled will follow a Multinomial Distribution.\nOverview\n \n #\n \n\n\nPropertyValue\nParameters$n > 0$ number of trials, $p_1, \\ldots, p_k$ event probabilities, where $\\sum_{i} p_i = n$\nSupport$i \\in \\set{1, \\ldots, k}, ; x_i \\in \\set{0, \\ldots, k}, \\text{ with } \\sum_i x_i = n$\nPMF$\\Pr{X = \\set{x_1, \\ldots, x_k}} = \\frac{n!}{x_1! \\cdots x_n!} p_1^{x_1} \\cdots p_k^{x_k}$\nMean$\\E[X_i] = n \\cdot p_i$\nVariance$Var(X_i) = n p_i (1 - p_i), ; Cov(X_i, X_j) = -n p_i p_j ; (i \\ne j)$\n\nStatistical Inference\n \n #\n \n\n\nEquivalence Tests\n \n #\n \n\n\nOstrovski 2017 - Testing equivalence of multinomial distributions\nWikiwand - Multinomial Test\nResin 2021 - A Simple Algorithm for Exact Multinomial Tests\nGoodness-of-fit Tests\n \n #\n \n\n\nIdeally, we could use an exact test, where we check if the observed counts $X$ lie in some failure region (according to some criterion) with some confidence probability $p_{significance}$, for example. The criterion will claim the $X$ is not the same as our hypothesized distribution if $X$ lies in the failure region. We choose the size of our failure region based on our initial choice of confidence (greater required confidence implies greater sized failure region).\n\\[\np_{significance} = \\sum_{X \\;\\in\\; \\text{region}} \\text{multinomial-pmf}(X)\n\\]\nUnfortunately, the multinomial CDF and PMF have an absurdly huge support for any non-trivial $n$ and $k$, and we need to calculate the CDF by just exhaustively computing the joint probabilities, which makes this approach computationally infeasible, since any non-trivial region is just too big. :'(\nInstead, we need derived random variables, called test statistics, which are more mathematically convenient or more computationally tractable, and compare their observed values against the failure regions projected into the test-statistic's distribution.\nG-test - multinomial goodness-of-fit\nWikiwand - Pearson's chi-squared test\nWikiwand - G-test / log-likelihood ratio test\nExample Implementation\n \n #\n \n\n\nUsing g_test defined in G-test - multinomial goodness-of-fit > Example Implementation.\nuse claim::{debug_assert_ge, debug_assert_le};\nuse ndarray::ArrayView1;\nuse statrs::distribution::{ChiSquared, ContinuousCDF};\n\n/// A goodness-of-fit test between a hypothesized multinomial distribution, `p`,\n/// and an experimentally observed distribution, `p_hat`, both represented as\n/// dense PMFs. `n` is the number of samples taken to construct `p_hat`.\n///\n/// Returns a p-value, `Pr[G(x) >= p-value | H_0: x ~ p]`.\nfn multinomial_test(n: usize, p: ArrayView1<f64>, p_hat: ArrayView1<f64>) -> f64 {\n // want to compute the DOF (nnz of p)\n let nnz = p.fold(0.0, |nnz, &x| nnz + if x > 0.0 { 1.0 } else { 0.0 });\n let dof = nnz - 1.0;\n\n debug_assert_le!(nnz, p.dim() as f64);\n debug_assert_ge!(dof, 1.0);\n\n // impossible to draw p_hat from p\n if !is_pmf_subset(p_hat, p) {\n return 0.0;\n }\n\n let g = g_test(n, p, p_hat);\n let pvalue = 1.0 - chisq_cdf(dof, g);\n\n println!(\n \"multinomial_test: n: {n}, |p|: {}, dof: {dof}, g: {g}, p-value: {pvalue}\",\n p.dim()\n );\n\n pvalue\n}\n\n","id":"https://phlip9.com/notes/statistics probability/multinomial distribution/","title":"multinomial distribution"},"https://phlip9.com/notes/statistics probability/p-value/":{"body":"p-value\n\nsee: https://www.wikiwand.com/en/P-value\n\\[\n\\renewcommand{\\Pr}[1]{\\text{Pr}\\left[ #1 \\right]}\n\\def\\eps{\\varepsilon}\n\\def\\E{\\mathbb{E}}\n\\def\\pv{p\\text{-value}}\n\\]\nOverview\n \n #\n \n\n\n\nThe p-value is a r.v.\nFor a given observation, it's the probability of obtaining observing results at least as \"extreme\" as the currently observed result, given the null hypothesis is correct.\nImagine $f(x)$ is some criterion r.v. which returns the probability of finding more extreme results than some observation $x$. In this case, the null hypothesis is also a distribution which we're assuming $x$ is sampled from.\n\n\\[\n\\pv(x) = p \\in [0, 1] \\;:\\; \\Pr{f(x) \\ge p \\;|\\; x \\sim H_0}\n\\]\n\nUsed in null-hypothesis significance testing.\nDifferent from the transposed conditional probability\n\n\\[\n\\times \\;\\; \\Pr{x \\sim H_0 \\;|\\; f(x) \\ge \\pv}\n\\]\n\\[\n\\begin{align*}\n\t\\Pr{x \\sim H_0 \\;|\\; f(x) \\ge \\pv}\n\t&= \\Pr{f(x) \\ge \\pv \\;|\\; x \\sim H_0} \\cdot \\frac{\\Pr{f(x) \\ge \\pv}}{\\Pr{x \\sim H_0}} \\\\\n\\end{align*}\n\\]\nTraps\n \n #\n \n\n\n\np-value is conditional probability, not probability the null-hypothesis is true nor probability alternative-hypothesis is false.\np-value is only statement about the relation of the observed data to the null-hypothesis.\np-value significance of 0.05 is only convention.\np-value doesn't indicate size or importance of an effect.\n\n","id":"https://phlip9.com/notes/statistics probability/p-value/","title":"p-value"},"https://phlip9.com/notes/statistics probability/standard error/":{"body":"standard error\n\nSource: https://www.wikiwand.com/en/Standard_error\n\\[\n\\def\\E{\\mathbb{E}}\n\\]\nThe standard error of a statistic, is the stddev of its finite-sample distribution.\nImportant: it's read like $stderr(\\phi)$ where $\\phi$ is the statistic under study.\nExample: prob. the most common is the standard error of the mean (SEM), or $\\sigma_{\\mu_x}$, in which case the statistic $\\phi$ is just the sample mean, $\\mu_x$.\n\nThe sample mean has its own mean and variance, separate from the sample population mean and variance.\nImagine we take $n$ samples from the population and record the sample mean. If we repeat this process multiple times, we'll end up with multiple observations of the sample mean. You can see that the sample means will cluster around the true mean, converging to it as $n \\rightarrow \\infty$.\nFortunately, we don't actually have to take $n$ separate samples, since there is a mathematical relation b/w an overall sample's statistic and the standard error of the mean.\n\nExact Value\n \n #\n \n\n\nIf we know $\\sigma$, the standard deviation of the population (which is rarely true), we can exactly compute $\\sigma_{\\mu_x}$:\nLet $x_1, \\ldots, x_n$ be i.i.d. samples, with true standard deviation $\\sigma$. Then the r.v. $\\mu_x = \\E[x]$ will have standard deviation:\n\\[\n\\sigma_{\\mu_x} = \\frac{\\sigma}{\\sqrt{n}}\n\\]\nIntuitively, as we decrease $n$ the number of samples, the sample mean $\\mu_x$ becomes less accurate.\nDerivation\n \n #\n \n\n\nLet $\\Sigma = \\sum_i^n x_i$ be a r.v. for the sum of all i.i.d. samples. The variance $Var(\\Sigma)$ is then\n\\[\nVar(\\Sigma) = Var(x_1) + \\cdots + Var(x_n) = \\sigma^2 + \\cdots + \\sigma^2 = n \\cdot \\sigma^2\n\\]\nRecall that $\\sigma$ is the true population stddev. Next, the sample mean in terms of $\\Sigma$ is\n\\[\n\\mu_x = \\E[x] = \\frac{x_1 + \\cdots + x_n}{n} = \\frac{\\Sigma}{n}\n\\]\nwhich has variance\n\\[\nVar(\\mu_x) = Var(\\frac{\\Sigma}{n}) = \\frac{n \\cdot \\sigma^2}{n^2} = \\frac{\\sigma^2}{n}\n\\]\nand stddev\n\\[\n\\sigma_{\\mu_x} = \\sqrt{Var(\\mu_x)} = \\frac{\\sigma}{\\sqrt{n}}\n\\]\nwhich is our desired value, the standard error of the mean (SEM).\nEstimate\n \n #\n \n\n\nIn the likely event we don't know the true population stddev $\\sigma$, we typically use an estimate of $\\sigma_{\\mu_x}$, which we call $\\hat{\\sigma}_{\\mu_x}$ or also $s_{\\mu_x}$.\nThe typical estimate is just replacing the true pop. stddev $\\sigma$ with our observed sample stddev $\\sigma_x$.\n\\[\n\\sigma_{\\mu_x} \\approx \\hat{\\sigma}_{\\mu_x} = \\frac{\\sigma_x}{\\sqrt{n}}\n\\]\nNote: this is only true iff. the samples are i.i.d. (i.e., uncorrelated). For correlated samples, you gotta use the Markov chain central limit theorem to compute the variance.\nImplications\n \n #\n \n\n\nAs you can see, $\\sigma_{\\mu_x}$ scales inverse quadratically with the number of samples $n$.\n\nRoughly, if you take more samples, the dispersion of the sample mean gets tighter around the true mean.\nIn other words, as we increase the number of samples, our sample mean will converge to the true mean.\nHowever, since this dispersion scales inverse quadratically, we need 4x the number of samples in order to 1/2 the dispersion.\n\n","id":"https://phlip9.com/notes/statistics probability/standard error/","title":"standard error"},"https://phlip9.com/notes/statistics probability/testing whether a coin is fair/":{"body":"testing whether a coin is fair\n\nSource: https://www.wikiwand.com/en/Checking_whether_a_coin_is_fair\n\ngood problem for applying principles of statistical inference\ngood problem for comparing different methods of statistical inference.\n\nfor inference, the key questions\n\nhow many trials should we take?\ngiven some # of trials, how accurate is our estimate of Pr[H]?\n\nmore rigorously, the problem is about determining the parameters of a Bernoulli process given only a limited # of trials.\nthis article covers two methods (of many):\n\n\nPosterior PDF (Bayesian approach)\ninit: true p_H unknown. uncertainty represented by prior distribution. posterior distribution obtained by combining prior and likelihood function (represents information obtained throught the experiment).\np_fair can be obtained by integrating the PDF of the posterior over the \"fair\" masses?\nBayesian approach is biased by prior (which could be good if it's accurate).\n\n\nEstimator of true probability (Frequentist approach)\nassumes experimenter can toss the coin however many times they wish. first, you decide on a desired level of confidence and tolerable margin of error, which give you the minimum number of tosses needed to perform the experiment.\n\n\nPosterior PDF\n \n #\n \n\n\nTODO\nEstimator of true probability\n \n #\n \n\n\nThis method depends on two paramters:\n\n($Z$) the confidence level, given by a Z-value of the standard normal distribution. Recall that $Z = \\frac{\\mu_x - \\mu}{\\sigma_{\\mu_x}}$, i.e., deviation of the sample mean $\\mu_x$ from the population mean $\\mu$, divided by the standard error of the mean $\\sigma_{\\mu_x}$. Intuitively, if the sample mean deviates by exactly \"one sigma\", the Z-value is then 1.0.\n($E$) the maximum acceptable error\n\nSome example $Z$-values:\n$Z$-valueConfidence levelComment\n0.674550.000%\n1.000068.269%$\\sigma$\n1.959995.000%\n3.290599.900%\"three nines\"\n4.000099.993%$4 \\cdot \\sigma$\n4.417299.999%\"five nines\"\n\nLet $r$ be the actual probability of obtaining heads.\nLet $p$ be the estimated probability of obtaining heads.\nHere, we just use the MLE for $p$, i.e., $p = \\frac{h}{h + t}$ with naximum margin of error $E > |p - r|$.\nRecall, the standard error, $s_p$, for the estimate $p$ is:\n$$\ns_p = \\sqrt{\\frac{p \\cdot (1-p)}{n}}\n$$\nThe maximum error is given by $E = Z \\cdot s_p$, but we can simplify this with an approximation:\nNotice that $s_p$ is greatest when $p = (1 - p) = 0.5$. It follows then that $s_p \\le \\sqrt{\\frac{0.5 \\cdot 0.5}{n}} = \\frac{1}{2 \\sqrt{n}}$. Consequently, $E \\le \\frac{Z}{2 \\sqrt{n}}$.\nThe maximum required number of trials $n$ then follows:\n\\[\nn \\le \\frac{Z^2}{4 \\cdot E^2}\n\\]\nExamples\n \n #\n \n\n\n$E$$Z$$n$\n\n0.11.025\n0.12.0100\n0.13.0225\n0.14.0400\n0.15.0625\n\n0.011.02500\n0.012.010000\n0.013.022500\n0.014.040000\n0.015.062500\n\n0.0011.02.50e5\n0.0012.01.00e6\n0.0013.02.25e6\n0.0014.04.00e6\n0.0015.06.25e6\n\nGeneral Case\n \n #\n \n\n\nConsider the distribution of the sample mean, $\\mu_x$, (assuming we took many samples with $n$ trials each). Note the population mean $\\mu$ and the standard error of the mean, $\\sigma_{\\mu_x}$ (the stddev of the sample mean).\n\nOne interesting question is: given a fixed number of trials, say $n = 1000$, what should our maximum tolerated absolute deviation, $E$, be? What is our key parameter for choosing a good $E$?\n\nWe should choose $E$ based on our required confidence. Given that the samples are actually drawn from the population, we want some small probability of failure (or inversely, a large probability of success), where our statistical criterion decides that the samples are not actually drawn from the population.\nUsing the maximum absolute deviation $E$ as a criterion, we will claim the two distributions are not the same if the sample mean $\\mu_x$ lies within the red \"fail\" zone above.\nMore precisely, our failure probability is the probability that $\\mu_x$ is outside of the interval $[\\mu - E, \\mu + E]$:\n\\[\nPr[failure] = Pr[(\\mu_x < \\mu - E) \\cup (\\mu + E < \\mu_x)]\n\\]\nSince the sample mean is normal (law of large numbers), the upper and lower probabilities are identical, so we can simplify as\n\\[\nPr[failure] = 2 \\cdot Pr[\\mu_x < \\mu - E] = 2 \\cdot F_\\mu(\\mu - E)\n\\]\nwhere $F_\\mu$ is the CDF of the normal distribution $N(\\mu, \\sigma_{\\mu_x})$. By normalizing the interval bounds in terms of the standard normal distribution, we can see\n\\[\nPr[failure] = 2 \\cdot \\Phi\\left(\\frac{(\\mu - E) - \\mu}{\\sigma_{\\mu_x}} \\right) = 2 \\cdot \\Phi\\left(\\frac{-E}{\\sigma_{\\mu_x}} \\right)\n\\]\nwhere $\\Phi$ is the CDF of the standard normal distribution. Given a desired $p_f = Pr[failure]$, we can compute the error bounds $E$\n\\[\n\\begin{align*}\n\tp_f &= 2 \\cdot \\Phi\\left(\\frac{-E}{\\sigma_{\\mu_x}} \\right) \\\\\n\t\\frac{-E}{\\sigma_{\\mu_x}} &= \\Phi^{-1}(p_f / 2) \\\\\n\tE &= -\\sigma_{\\mu_x} \\cdot \\Phi^{-1}(p_f / 2) \\\\\n\\end{align*}\n\\]\nOf course, it can be annoying to compute the inverse normal CDF, so it's often useful to frame $p_f$ in terms of the Z-score, or \"standard sigma's from the mean (0)\". There's a convenient table above, showing the Z-value alongside the $1-p_f$ success probability for a few values.\nFor example, if our standard error of the mean is $\\sigma_{\\mu_x} = 50$ and our desired confidence is $\\sigma_{std} = 5.0$, then our error bound is $E = \\sigma_{\\mu_x} \\cdot \\sigma_{std} = 250$.\nIf we take more samples, our SME might only be $\\sigma_{\\mu_x} = 15$. For the same confidence, our required error bounds would only be $E = 75$.\nLikewise, if we decrease our desired confidence to only $\\sigma_{std} = 1.5$ while our $\\sigma_{\\mu_x} = 50$, the required error bounds are also $E = 75$.\nIntuitions\n \n #\n \n\n\n\nTake more samples to allow tighter error tolerance or allow lower required confidence (for the same failure probabilty).\nUsing a very high required confidence can make your absolute error bound very large, which might mean you are not really saying much about the sample distribution.\n\n","id":"https://phlip9.com/notes/statistics probability/testing whether a coin is fair/","title":"testing whether a coin is fair"},"https://phlip9.com/notes/statistics probability/winsorize/":{"body":"winsorize\n\nSource: https://www.wikiwand.com/en/Winsorizing\nCheap way to remove outliers from samples.\n\nTL;DR: winsorize(X, q in [0,0.5]) replaces all elements in X below quantile q and above quantile 1-q with the quantile q and 1-q respectively.\nJust clamps outliers above and below a quantile.\nEffectively removes outliers without changing the number of samples (length of X).\nUsed in cargo's default bench harness when taking timing samples.\n\nExample Implementation\n \n #\n \n\n\nSource: https://github.com/phlip9/idris2-aoc21/blob/master/src/Bench.idr\nimport Data.List\nimport Data.List1\nimport Data.String\nimport Data.Vec\nimport Scratch\nimport System.Clock\nimport System.Random\n\n%default total\n\n||| Clamp `x` to the range `[min, max]`. Assumes `min <= max`.\nclamp : Ord a => (min : a) -> (max : a) -> (x : a) -> a\nclamp min max x = if x > max then max\n else if x < min then min\n else x\n\n||| Linearly interpolate between `x0` and `x1` according to the scale parameter `t`.\n||| For example, `lerp` returns `x0` when `t = 0` and `x1` when `t = 1`.\nlerp : Num a => Neg a => (x0 : a) -> (x1 : a) -> (t : a) -> a\nlerp x0 x1 t = (1 - t) * x0 + (t * x1)\n\n||| Linearly interpolate between `x0` and `x1` then clamp in the range `[x0, x1]`.\n||| Useful for handling scale parameters `t ∉ [0, 1]`\nlerpClamp : Ord a => Num a => Neg a => (x0 : a) -> (x1 : a) -> (t : a) -> a\nlerpClamp x0 x1 t = clamp x0 x1 (lerp x0 x1 t)\n\n||| Truncate a float number returning the whole part. Truncate works\n||| correctly on negative numbers, unlike `floor`.\n||| For example, `trunc 3.58 == 3.0` and `trunc (-4.9) == (-4.0)`\ntrunc : F64 -> F64\ntrunc x = cast {to=F64} $ cast {to=Integer} x\n\n||| Return the fractional part of a float number.\n||| For example, `frac 3.58 == 0.58` and `fract (-4.9) == (-0.9)`\nfract : F64 -> F64\nfract x = x - trunc x\n\ndata Interval a\n = OpenAbove a -- [a ..)\n | OpenBelow a -- (.. a]\n | Closed a a -- [a .. b]\n\n||| Return the fractional index of a list as an `Interval` of the adjacent integer\n||| number entries. A negative index will result in an `OpenBelow` interval while\n||| an index greater than the largest integer index will result in an `OpenAbove`\n||| interval.\nfractIndex : (xs : List1 a) -> (idx : F64) -> Interval a\nfractIndex (x ::: xs) idx = if idx < 0.0 then OpenBelow x\n else go x xs (cast idx)\nwhere\n go : a -> List a -> Nat -> Interval a\n go x [] idx = OpenAbove x\n go x (y :: _) 0 = Closed x y\n go _ (y :: ys) (S idx) = go y ys idx\n\n||| Return the empirical quantile, interpolating between the two adjacent integer\n||| number entries.\n||| Assumes `xs` is sorted. Handles `q ∉ [0, 1]` by returning the min or max\n||| respectively.\nempiricalQuantile : (xs : List1 F64) -> (q : F64) -> F64\nempiricalQuantile xs q\n = let n = cast {to=F64} $ length xs\n idx = (n * q) - 1\n t = fract idx in\n case fractIndex xs idx of\n OpenAbove x => x\n OpenBelow x => x\n Closed x y => lerpClamp x y t\n\n||| Replace elements below/above `q`/`1-q` quantile with the `q`/`1-q` quantile\n||| respectively. Reduces impact of outliers without changing the number of samples.\n|||\n||| Note: assumes xs is sorted\n||| See: https://en.wikipedia.org/wiki/Winsorising\n|||\n||| ### Example\n|||\n||| ```idris2\n||| > winsorize [1.0,2,3,4,5,6,7,8,9,10] 0.25\n||| [2.5 2.5, 3.0, 4.0, 5.0, 6.0, 7.0, 7.5, 7.5, 7.5]\n||| ```\nwinsorize : (xs : List1 F64) -> (q : F64) -> List1 F64\nwinsorize xs q\n = let q = clamp 0.0 1.0 q\n q = if q > 0.5 then 1.0 - q else q\n lo = empiricalQuantile xs q\n hi = empiricalQuantile xs (1.0 - q) in\n map (clamp lo hi) xs\n\nwinsorizeUnsorted : (xs : List1 F64) -> (q : F64) -> List1 F64\nwinsorizeUnsorted xs q = winsorize (sort xs) q\n\n","id":"https://phlip9.com/notes/statistics probability/winsorize/","title":"winsorize"}},"docInfo":{"https://phlip9.com/notes/":{"body":27,"title":1},"https://phlip9.com/notes/AI ML/":{"body":0,"title":2},"https://phlip9.com/notes/AI ML/Expectimax Search/":{"body":479,"title":2},"https://phlip9.com/notes/AI ML/Markov Decision Process (MDP)/":{"body":725,"title":4},"https://phlip9.com/notes/WSL/":{"body":0,"title":1},"https://phlip9.com/notes/WSL/WSL2 custom kernel/":{"body":331,"title":3},"https://phlip9.com/notes/__pub/":{"body":0,"title":1},"https://phlip9.com/notes/android/":{"body":0,"title":1},"https://phlip9.com/notes/android/ADB over TCP inside WSL2/":{"body":248,"title":5},"https://phlip9.com/notes/android/OTA updates for rooted android phone/":{"body":150,"title":5},"https://phlip9.com/notes/android/android cli setup/":{"body":415,"title":3},"https://phlip9.com/notes/android/building signal-android in WSL2/":{"body":1018,"title":4},"https://phlip9.com/notes/android/linux ADB udev setup/":{"body":61,"title":4},"https://phlip9.com/notes/android/root phone with magisk/":{"body":405,"title":3},"https://phlip9.com/notes/b i g m o n e y l a w r e g u l a t i o n/":{"body":0,"title":17},"https://phlip9.com/notes/b i g m o n e y l a w r e g u l a t i o n/financial instituion/":{"body":62,"title":2},"https://phlip9.com/notes/b i g m o n e y l a w r e g u l a t i o n/foreign bank account report (FBAR)/":{"body":365,"title":5},"https://phlip9.com/notes/b i g m o n e y l a w r e g u l a t i o n/monetary instruments/":{"body":54,"title":2},"https://phlip9.com/notes/b i g m o n e y l a w r e g u l a t i o n/money services business (MSB)/":{"body":321,"title":4},"https://phlip9.com/notes/b l o c k c h a i n/":{"body":0,"title":8},"https://phlip9.com/notes/b l o c k c h a i n/aptos/":{"body":27,"title":1},"https://phlip9.com/notes/b l o c k c h a i n/bip158 - 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DKW inequality/ + 2024-10-21T04:08:44.998615 + + + https://phlip9.com/notes/statistics probability/G-test - multinomial goodness-of-fit/ + 2024-10-21T04:08:44.998615 + + + https://phlip9.com/notes/statistics probability/MAD - median absolute deviation/ + 2024-10-21T04:08:44.998615 + + + https://phlip9.com/notes/statistics probability/cheat sheet/ + 2024-10-21T04:08:44.998615 + + + https://phlip9.com/notes/statistics probability/herbie - float error fixer/ + 2024-10-21T04:08:44.998615 + + + https://phlip9.com/notes/statistics probability/kelly criterion + ELO/ + 2024-10-21T04:08:44.998615 + + + https://phlip9.com/notes/statistics probability/multinomial distribution/ + 2024-10-21T04:08:44.998615 + + + https://phlip9.com/notes/statistics probability/p-value/ + 2024-10-21T04:08:44.998615 + + + https://phlip9.com/notes/statistics probability/standard error/ + 2024-10-21T04:08:44.998615 + + + https://phlip9.com/notes/statistics probability/testing whether a coin is fair/ + 2024-10-21T04:08:44.998615 + + + https://phlip9.com/notes/statistics probability/winsorize/ + 2024-10-21T04:08:44.998615 + + + https://phlip9.com/notes/tags/ + + + https://phlip9.com/notes/tags/algebraic-effects/ + + + https://phlip9.com/notes/tags/android/ + + + https://phlip9.com/notes/tags/aptos/ + + + https://phlip9.com/notes/tags/ats/ + + + https://phlip9.com/notes/tags/azure/ + + + https://phlip9.com/notes/tags/bash/ + + + https://phlip9.com/notes/tags/blockchain/ + + + https://phlip9.com/notes/tags/breez/ + + + https://phlip9.com/notes/tags/btc/ + + + https://phlip9.com/notes/tags/captive-portal/ + + + https://phlip9.com/notes/tags/circuitpython/ + + + https://phlip9.com/notes/tags/combinatorics/ + + + https://phlip9.com/notes/tags/confidential-computing/ + + + https://phlip9.com/notes/tags/containers/ + + + https://phlip9.com/notes/tags/crypto/ + + + https://phlip9.com/notes/tags/dart/ + + + https://phlip9.com/notes/tags/devops/ + + + https://phlip9.com/notes/tags/diem/ + + + https://phlip9.com/notes/tags/distributed-systems/ + + + https://phlip9.com/notes/tags/docker/ + + + https://phlip9.com/notes/tags/earthly/ + + + https://phlip9.com/notes/tags/fastpay/ + + + https://phlip9.com/notes/tags/flutter/ + + + https://phlip9.com/notes/tags/fortanix-edp/ + + + https://phlip9.com/notes/tags/fuzzing/ + + + https://phlip9.com/notes/tags/git/ + + + https://phlip9.com/notes/tags/glove80/ + + + https://phlip9.com/notes/tags/gramine/ + + + https://phlip9.com/notes/tags/hashicorp/ + + + https://phlip9.com/notes/tags/ios/ + + + https://phlip9.com/notes/tags/ipv6/ + + + https://phlip9.com/notes/tags/k3s/ + + + https://phlip9.com/notes/tags/keyboards/ + + + https://phlip9.com/notes/tags/kubernetes/ + + + https://phlip9.com/notes/tags/ldk/ + + + https://phlip9.com/notes/tags/libos/ + + + https://phlip9.com/notes/tags/lightning/ + + + https://phlip9.com/notes/tags/linkerd/ + + + https://phlip9.com/notes/tags/lsp/ + + + https://phlip9.com/notes/tags/marble-run/ + + + https://phlip9.com/notes/tags/minikube/ + + + https://phlip9.com/notes/tags/mysten/ + + + https://phlip9.com/notes/tags/mystikos/ + + + https://phlip9.com/notes/tags/networking/ + + + https://phlip9.com/notes/tags/nix/ + + + https://phlip9.com/notes/tags/noise/ + + + https://phlip9.com/notes/tags/nomad/ + + + https://phlip9.com/notes/tags/orchestration/ + + + https://phlip9.com/notes/tags/perf/ + + + https://phlip9.com/notes/tags/pki/ + + + https://phlip9.com/notes/tags/postgres/ + + + https://phlip9.com/notes/tags/property-testing/ + + + https://phlip9.com/notes/tags/regulation/ + + + https://phlip9.com/notes/tags/reproducible-builds/ + + + https://phlip9.com/notes/tags/root/ + + + https://phlip9.com/notes/tags/rust/ + + + https://phlip9.com/notes/tags/service-mesh/ + + + https://phlip9.com/notes/tags/sgx/ + + + https://phlip9.com/notes/tags/simd/ + + + https://phlip9.com/notes/tags/sql/ + + + https://phlip9.com/notes/tags/ssh/ + + + https://phlip9.com/notes/tags/sycamore/ + + + https://phlip9.com/notes/tags/tax/ + + + https://phlip9.com/notes/tags/tls/ + + + https://phlip9.com/notes/tags/tracing/ + + diff --git a/statistics probability/CDF confidence bands - DKW inequality/index.html b/statistics probability/CDF confidence bands - DKW inequality/index.html new file mode 100644 index 0000000000..f11aee7aa5 --- /dev/null +++ b/statistics probability/CDF confidence bands - DKW inequality/index.html @@ -0,0 +1,94 @@ +CDF confidence bands - DKW inequality | philip's notes

                                                                                CDF confidence bands - DKW inequality

                                                                                2022-03-08 · 2 min read

                                                                                  \[ \renewcommand{\Pr}[1]{\text{Pr}\left[ #1 \right]} \def\eps{\varepsilon} \]

                                                                                  Overview #

                                                                                  Let's say I have a well known distribution defined by a CDF $F(x)$. I also sample an empirical CDF $F_n(x)$ from a population. Given some confidence parameter, the DKW Inequality bounds how close a random ECDF $F_n(x)$ will be to the true CDF from which the samples are drawn.

                                                                                  Inequality #

                                                                                  The inequality itself states the probability that the Kolmogorov-Smirnov Statistic violates some bound (the K-S statistic is just $||F_n(x) - F(x)||_{\text{max}}$)

                                                                                  \[ \Pr{\sup_{x} \; \Bigl|F_n(x) - F(x)\Bigr| > \eps} \le 2 e^{-2 n \eps^2} \qquad \text{for every } \eps > 0. \]

                                                                                  Note: there is an extended inequality for a multivariate $F$. The bound changes from $2 e^{(\cdots)}$ to $2k \, e^{(\cdots)}$, where $k$ is the vector dimension.

                                                                                  CDF Confidence Bands #

                                                                                  We can use the DKW Inequality to produce a "band" around our true CDF that must contain our empirical CDF with some confidence probability.

                                                                                  With a failure probability $\alpha$, our sampled ECDF will sit outside the interval

                                                                                  \[ \Bigl[ F(x) - \eps,\; F(x) + \eps \Bigr] \qquad \text{where } \eps = \sqrt{\frac{\ln \frac{2}{\alpha}}{2n}} \]

                                                                                  Pros #

                                                                                  1. allows us to contain the entire CDF with a single band value.
                                                                                  2. non-parametric - requires no assumptions about the sample distribution.

                                                                                  Cons #

                                                                                  1. provides weak guarantees at the tails, tighter bounds around the median
                                                                                  2. pointwise approaches (what?) can provide tighter bounds at each individual value
                                                                                  3. non-parametric - provides weaker bounds than others with more assumptions.

                                                                                  Example Bounds #

                                                                                  $n$$\alpha$$\eps$
                                                                                  100.10.38702275602049496
                                                                                  100.010.5146997846583985
                                                                                  100.0010.6164779987778186
                                                                                  1000.10.12238734153404082
                                                                                  1000.010.16276236307187292
                                                                                  1000.0010.19494746035204052
                                                                                  10000.10.038702275602049495
                                                                                  10000.010.05146997846583985
                                                                                  10000.0010.06164779987778186
                                                                                  100000.10.012238734153404082
                                                                                  100000.010.016276236307187292
                                                                                  100000.0010.019494746035204052
                                                                                  200000.10.008654091913011426
                                                                                  200000.010.011509037065006824
                                                                                  200000.0010.013784867119002347
                                                                                  1. DKW Inequality (wikiwand)
                                                                                  2. ENS PSL Fact Sheet 1: DKW Inequality
                                                                                  3. On the tight constant in the multivariate DKW Inequality
                                                                                  4. Kolmogorov-Smirnov Statistic (wikiwand)
                                                                                  \ No newline at end of file diff --git a/statistics probability/G-test - multinomial goodness-of-fit/index.html b/statistics probability/G-test - multinomial goodness-of-fit/index.html new file mode 100644 index 0000000000..a35c618289 --- /dev/null +++ b/statistics probability/G-test - multinomial goodness-of-fit/index.html @@ -0,0 +1,168 @@ +G-test - multinomial goodness-of-fit | philip's notes

                                                                                  G-test - multinomial goodness-of-fit

                                                                                  2022-03-08 · 3 min read

                                                                                    \[ \def\Chi{\mathcal{X}} \]

                                                                                    Overview #

                                                                                    • $G$ is a test-statistic. Asymptotically the same as the $\Chi^2$ test-statistic.
                                                                                    • Used for goodness-of-fit test b/w observed and hypothesized multinomial distributions.
                                                                                    • We use the $\Chi^2$ distribution to compute our desired $G$ threshold from a given $p$-value.
                                                                                    • It's a log-likelihood ratio. Closely related to KL-divergence and $\Chi^2$ statistic.

                                                                                    Test Statistic #

                                                                                    In terms of observed counts, $O_i \ge 0$, and expected counts, $E_i > 0$

                                                                                    \[ G = 2 \sum_i O_i \cdot \ln\Bigl( \frac{O_i}{E_i} \Bigr) \]

                                                                                    In terms of probabilities $\hat{p}_i$ and $p_i$ (estimated and expected resp.) and number of samples $n$:

                                                                                    \[ \begin{align*} G &= 2 \sum_i \hat{p}_i \cdot n \cdot \ln\Bigl( \frac{\hat{p}_i \cdot n}{p_i \cdot n} \Bigr) \\ &= 2 \sum_i \hat{p}_i \cdot n \cdot \ln\Bigl( \frac{\hat{p}_i}{p_i} \Bigr) \\ &= 2 n \sum_i \hat{p}_i \cdot \ln\Bigl( \frac{\hat{p}_i}{p_i} \Bigr) \\ &= 2 \, n \; D_{\text{KL}}(\hat{p} \;||\; p) \end{align*} \]

                                                                                    where $D_{\text{KL}}(\hat{p} \;||\; p)$ is the Kullback-Leibler divergence.

                                                                                    Example Implementation #

                                                                                    Source: https://github.com/phlip9/kcddice/blob/master/kcddice/src/stats.rs

                                                                                    use claim::{debug_assert_ge, debug_assert_le};
+use ndarray::{ArrayView1, Zip};
+use statrs::distribution::{ChiSquared, ContinuousCDF};
+
+const EPS: f64 = 1e-10;
+
+/// Return true iff `supp(p) ⊆ supp(q)` for dense PMFs `p` and `q`.
+fn is_pmf_subset(p: ArrayView1<f64>, q: ArrayView1<f64>) -> bool {
+    Zip::from(p).and(q).all(|&p_i, &q_i| {
+        // A = (q_i == 0.0)
+        // B = (p_i == 0.0)
+        // (A ==> B) <==> (¬A ∨ B)
+        (q_i > 0.0) || (p_i <= 0.0)
+    })
+}
+
+/// Compute the [KL-divergence](https://www.wikiwand.com/en/Kullback%E2%80%93Leibler_divergence).
+/// between dense PMFs `p` and `q`.
+///
+/// `D_{KL}(p || q) = \sum_i p_i * \ln(p_i / q_i)`
+///
+/// Note: p's support must be a strict subset of q's support!
+///       this is also referred to as the "absolute continuity" assumption,
+///       where `q_i = 0` implies `p_i = 0`.
+fn kl_divergence(p: ArrayView1<f64>, q: ArrayView1<f64>) -> f64 {
+    // caller should check this before
+    debug_assert!(is_pmf_subset(p, q));
+
+    Zip::from(p)
+        .and(q)
+        .fold(0.0, |sum, &p_i, &q_i| sum + kl_div_term(p_i, q_i))
+}
+
+#[inline]
+fn kl_div_term(p_i: f64, q_i: f64) -> f64 {
+    if q_i > EPS {
+        if p_i > EPS {
+            p_i * (p_i / q_i).ln()
+        } else {
+            0.0
+        }
+    } else {
+        if p_i > EPS {
+            debug_assert!(false);
+            f64::INFINITY
+        } else {
+            0.0
+        }
+    }
+}
+
+/// The G-test statistic.
+///
+/// * Used for comparing observed multinomial distribution with expected
+///   hypothesis multinomial distribution.
+/// * Asmyptotically approximates chi^2-test statistic.
+///
+/// `n`: the number of samples
+/// `p`: the expected PMF
+/// `p_hat`: the observed PMF
+///
+/// G-test: https://www.wikiwand.com/en/G-test
+fn g_test(n: usize, p: ArrayView1<f64>, p_hat: ArrayView1<f64>) -> f64 {
+    (n as f64) * (2.0 * kl_divergence(p_hat, p))
+}
+

                                                                                    See also: https://github.com/msberends/AMR/blob/main/R/g.test.R

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                                                                                    MAD - median absolute deviation

                                                                                    2022-03-15 · 1 min read

                                                                                      Wikiwand: https://www.wikiwand.com/en/Median_absolute_deviation

                                                                                      R Docs: https://www.rdocumentation.org/packages/stats/versions/3.6.2/topics/mad

                                                                                      MAD is a measure of statistical dispersion (like stddev) but is more resilient to outliers

                                                                                      MAD = median(abs(X - median(X)))

                                                                                      stddev_estimate = k * MAD

                                                                                      for normally distributed data, k = 1.4826

                                                                                      \ No newline at end of file diff --git a/statistics probability/cheat sheet/index.html b/statistics probability/cheat sheet/index.html new file mode 100644 index 0000000000..ef517d914f --- /dev/null +++ b/statistics probability/cheat sheet/index.html @@ -0,0 +1,91 @@ +cheat sheet | philip's notes

                                                                                      cheat sheet

                                                                                      2022-03-12 · 1 min read

                                                                                        \[ \renewcommand{\Pr}[1]{\text{Pr}\left[ #1 \right]} \]

                                                                                        Law of Total Probability #

                                                                                        \[ \begin{align*} \Pr{A} &= \sum_n \Pr{A,\, B_n} \\ &= \sum_n \Pr{A \;|\; B_n} \cdot \Pr{B_n} \\ \\ \Pr{A \;|\; C} &= \sum_n \Pr{A \;|\; C,\, B_n} \cdot \Pr{B_n \;|\; C} \\ &= \sum_n \Pr{A \;|\; C,\, B_n} \cdot \Pr{B_n} \qquad \text{(if $B_n$ and $C$ indep.)} \end{align*} \]
                                                                                        \ No newline at end of file diff --git a/statistics probability/herbie - float error fixer/index.html b/statistics probability/herbie - float error fixer/index.html new file mode 100644 index 0000000000..306183debe --- /dev/null +++ b/statistics probability/herbie - float error fixer/index.html @@ -0,0 +1,94 @@ +herbie - float error fixer | philip's notes

                                                                                        herbie - float error fixer

                                                                                        2023-11-15 · 1 min read

                                                                                          Find and fix floating-point problems: #

                                                                                          sqrt(x+1) - sqrt(x) → 1/(sqrt(x+1) + sqrt(x))

                                                                                          Herbie detects inaccurate expressions and finds more accurate replacements. The red expression is inaccurate when x > 1; Herbie's replacement, in blue, is accurate for all x.

                                                                                          \ No newline at end of file diff --git a/statistics probability/index.html b/statistics probability/index.html new file mode 100644 index 0000000000..f40f2f3664 --- /dev/null +++ b/statistics probability/index.html @@ -0,0 +1,73 @@ +statistics probability | philip's notes

                                                                                          statistics probability

                                                                                          CDF confidence bands - DKW inequality →

                                                                                          2022-03-08 · 2 min read

                                                                                          cheat sheet →

                                                                                          2022-03-12 · 1 min read

                                                                                          G-test - multinomial goodness-of-fit →

                                                                                          2022-03-08 · 3 min read

                                                                                          herbie - float error fixer →

                                                                                          2023-11-15 · 1 min read

                                                                                          kelly criterion + ELO →

                                                                                          2021-12-15 · 1 min read

                                                                                          MAD - median absolute deviation →

                                                                                          2022-03-15 · 1 min read

                                                                                          multinomial distribution →

                                                                                          2022-03-08 · 3 min read

                                                                                          p-value →

                                                                                          2022-03-09 · 2 min read

                                                                                          standard error →

                                                                                          2022-03-07 · 3 min read

                                                                                          testing whether a coin is fair →

                                                                                          2022-03-06 · 6 min read

                                                                                          winsorize →

                                                                                          2022-03-15 · 3 min read

                                                                                          \ No newline at end of file diff --git a/statistics probability/kelly criterion + ELO/index.html b/statistics probability/kelly criterion + ELO/index.html new file mode 100644 index 0000000000..5ce2f6f5b3 --- /dev/null +++ b/statistics probability/kelly criterion + ELO/index.html @@ -0,0 +1,95 @@ +kelly criterion + ELO | philip's notes

                                                                                          kelly criterion + ELO

                                                                                          2021-12-15 · 1 min read

                                                                                            Q = lambda r: 10**(r/400)
+E = lambda r1, r2: Q(r1) / (Q(r1) + Q(r2))
+K = lambda p, b: p - (1 - p) / b
+A = lambda P, E_g, E_o, Y: print("Y: %d, N: %d" % (P * K(E(E_g, E_o), (1 / Y) - 1), P * K(1 - E(E_g, E_o), (1 / (1 - Y)) - 1)))
+
                                                                                            \ No newline at end of file diff --git a/statistics probability/multinomial distribution/index.html b/statistics probability/multinomial distribution/index.html new file mode 100644 index 0000000000..2c02749f1d --- /dev/null +++ b/statistics probability/multinomial distribution/index.html @@ -0,0 +1,123 @@ +multinomial distribution | philip's notes

                                                                                            multinomial distribution

                                                                                            2022-03-08 · 3 min read

                                                                                              \[ \renewcommand{\Pr}[1]{\text{Pr}\left[ #1 \right]} \def\eps{\varepsilon} \def\E{\mathbb{E}} \]

                                                                                              Example #

                                                                                              You have a k-sided, weighted die. The weight each face $i = 1, \ldots, k$ is $p_i$. You roll the die $n$ times. The distribution of faces rolled will follow a Multinomial Distribution.

                                                                                              Overview #

                                                                                              PropertyValue
                                                                                              Parameters$n > 0$ number of trials, $p_1, \ldots, p_k$ event probabilities, where $\sum_{i} p_i = n$
                                                                                              Support$i \in \set{1, \ldots, k}, ; x_i \in \set{0, \ldots, k}, \text{ with } \sum_i x_i = n$
                                                                                              PMF$\Pr{X = \set{x_1, \ldots, x_k}} = \frac{n!}{x_1! \cdots x_n!} p_1^{x_1} \cdots p_k^{x_k}$
                                                                                              Mean$\E[X_i] = n \cdot p_i$
                                                                                              Variance$Var(X_i) = n p_i (1 - p_i), ; Cov(X_i, X_j) = -n p_i p_j ; (i \ne j)$

                                                                                              Statistical Inference #

                                                                                              Equivalence Tests #

                                                                                              Ostrovski 2017 - Testing equivalence of multinomial distributions

                                                                                              Wikiwand - Multinomial Test

                                                                                              Resin 2021 - A Simple Algorithm for Exact Multinomial Tests

                                                                                              Goodness-of-fit Tests #

                                                                                              Ideally, we could use an exact test, where we check if the observed counts $X$ lie in some failure region (according to some criterion) with some confidence probability $p_{significance}$, for example. The criterion will claim the $X$ is not the same as our hypothesized distribution if $X$ lies in the failure region. We choose the size of our failure region based on our initial choice of confidence (greater required confidence implies greater sized failure region).

                                                                                              \[ p_{significance} = \sum_{X \;\in\; \text{region}} \text{multinomial-pmf}(X) \]

                                                                                              Unfortunately, the multinomial CDF and PMF have an absurdly huge support for any non-trivial $n$ and $k$, and we need to calculate the CDF by just exhaustively computing the joint probabilities, which makes this approach computationally infeasible, since any non-trivial region is just too big. :'(

                                                                                              Instead, we need derived random variables, called test statistics, which are more mathematically convenient or more computationally tractable, and compare their observed values against the failure regions projected into the test-statistic's distribution.

                                                                                              G-test - multinomial goodness-of-fit

                                                                                              Wikiwand - Pearson's chi-squared test

                                                                                              Wikiwand - G-test / log-likelihood ratio test

                                                                                              Example Implementation #

                                                                                              Using g_test defined in G-test - multinomial goodness-of-fit > Example Implementation.

                                                                                              use claim::{debug_assert_ge, debug_assert_le};
+use ndarray::ArrayView1;
+use statrs::distribution::{ChiSquared, ContinuousCDF};
+
+/// A goodness-of-fit test between a hypothesized multinomial distribution, `p`,
+/// and an experimentally observed distribution, `p_hat`, both represented as
+/// dense PMFs. `n` is the number of samples taken to construct `p_hat`.
+///
+/// Returns a p-value, `Pr[G(x) >= p-value | H_0: x ~ p]`.
+fn multinomial_test(n: usize, p: ArrayView1<f64>, p_hat: ArrayView1<f64>) -> f64 {
+    // want to compute the DOF (nnz of p)
+    let nnz = p.fold(0.0, |nnz, &x| nnz + if x > 0.0 { 1.0 } else { 0.0 });
+    let dof = nnz - 1.0;
+
+    debug_assert_le!(nnz, p.dim() as f64);
+    debug_assert_ge!(dof, 1.0);
+
+    // impossible to draw p_hat from p
+    if !is_pmf_subset(p_hat, p) {
+        return 0.0;
+    }
+
+    let g = g_test(n, p, p_hat);
+    let pvalue = 1.0 - chisq_cdf(dof, g);
+
+    println!(
+        "multinomial_test: n: {n}, |p|: {}, dof: {dof}, g: {g}, p-value: {pvalue}",
+        p.dim()
+    );
+
+    pvalue
+}
+
                                                                                              \ No newline at end of file diff --git a/statistics probability/p-value/index.html b/statistics probability/p-value/index.html new file mode 100644 index 0000000000..d9d7360040 --- /dev/null +++ b/statistics probability/p-value/index.html @@ -0,0 +1,94 @@ +p-value | philip's notes

                                                                                              p-value

                                                                                              2022-03-09 · 2 min read

                                                                                                see: https://www.wikiwand.com/en/P-value

                                                                                                \[ \renewcommand{\Pr}[1]{\text{Pr}\left[ #1 \right]} \def\eps{\varepsilon} \def\E{\mathbb{E}} \def\pv{p\text{-value}} \]

                                                                                                Overview #

                                                                                                • The p-value is a r.v.
                                                                                                • For a given observation, it's the probability of obtaining observing results at least as "extreme" as the currently observed result, given the null hypothesis is correct.
                                                                                                • Imagine $f(x)$ is some criterion r.v. which returns the probability of finding more extreme results than some observation $x$. In this case, the null hypothesis is also a distribution which we're assuming $x$ is sampled from.
                                                                                                \[ \pv(x) = p \in [0, 1] \;:\; \Pr{f(x) \ge p \;|\; x \sim H_0} \]
                                                                                                • Used in null-hypothesis significance testing.
                                                                                                • Different from the transposed conditional probability
                                                                                                \[ \times \;\; \Pr{x \sim H_0 \;|\; f(x) \ge \pv} \] \[ \begin{align*} \Pr{x \sim H_0 \;|\; f(x) \ge \pv} &= \Pr{f(x) \ge \pv \;|\; x \sim H_0} \cdot \frac{\Pr{f(x) \ge \pv}}{\Pr{x \sim H_0}} \\ \end{align*} \]

                                                                                                Traps #

                                                                                                1. p-value is conditional probability, not probability the null-hypothesis is true nor probability alternative-hypothesis is false.
                                                                                                2. p-value is only statement about the relation of the observed data to the null-hypothesis.
                                                                                                3. p-value significance of 0.05 is only convention.
                                                                                                4. p-value doesn't indicate size or importance of an effect.
                                                                                                \ No newline at end of file diff --git a/statistics probability/standard error/index.html b/statistics probability/standard error/index.html new file mode 100644 index 0000000000..bff3498901 --- /dev/null +++ b/statistics probability/standard error/index.html @@ -0,0 +1,91 @@ +standard error | philip's notes

                                                                                                standard error

                                                                                                2022-03-07 · 3 min read

                                                                                                  Source: https://www.wikiwand.com/en/Standard_error

                                                                                                  \[ \def\E{\mathbb{E}} \]

                                                                                                  The standard error of a statistic, is the stddev of its finite-sample distribution.

                                                                                                  Important: it's read like $stderr(\phi)$ where $\phi$ is the statistic under study.

                                                                                                  Example: prob. the most common is the standard error of the mean (SEM), or $\sigma_{\mu_x}$, in which case the statistic $\phi$ is just the sample mean, $\mu_x$.

                                                                                                  • The sample mean has its own mean and variance, separate from the sample population mean and variance.
                                                                                                  • Imagine we take $n$ samples from the population and record the sample mean. If we repeat this process multiple times, we'll end up with multiple observations of the sample mean. You can see that the sample means will cluster around the true mean, converging to it as $n \rightarrow \infty$.
                                                                                                  • Fortunately, we don't actually have to take $n$ separate samples, since there is a mathematical relation b/w an overall sample's statistic and the standard error of the mean.

                                                                                                  Exact Value #

                                                                                                  If we know $\sigma$, the standard deviation of the population (which is rarely true), we can exactly compute $\sigma_{\mu_x}$:

                                                                                                  Let $x_1, \ldots, x_n$ be i.i.d. samples, with true standard deviation $\sigma$. Then the r.v. $\mu_x = \E[x]$ will have standard deviation:

                                                                                                  \[ \sigma_{\mu_x} = \frac{\sigma}{\sqrt{n}} \]

                                                                                                  Intuitively, as we decrease $n$ the number of samples, the sample mean $\mu_x$ becomes less accurate.

                                                                                                  Derivation #

                                                                                                  Let $\Sigma = \sum_i^n x_i$ be a r.v. for the sum of all i.i.d. samples. The variance $Var(\Sigma)$ is then

                                                                                                  \[ Var(\Sigma) = Var(x_1) + \cdots + Var(x_n) = \sigma^2 + \cdots + \sigma^2 = n \cdot \sigma^2 \]

                                                                                                  Recall that $\sigma$ is the true population stddev. Next, the sample mean in terms of $\Sigma$ is

                                                                                                  \[ \mu_x = \E[x] = \frac{x_1 + \cdots + x_n}{n} = \frac{\Sigma}{n} \]

                                                                                                  which has variance

                                                                                                  \[ Var(\mu_x) = Var(\frac{\Sigma}{n}) = \frac{n \cdot \sigma^2}{n^2} = \frac{\sigma^2}{n} \]

                                                                                                  and stddev

                                                                                                  \[ \sigma_{\mu_x} = \sqrt{Var(\mu_x)} = \frac{\sigma}{\sqrt{n}} \]

                                                                                                  which is our desired value, the standard error of the mean (SEM).

                                                                                                  Estimate #

                                                                                                  In the likely event we don't know the true population stddev $\sigma$, we typically use an estimate of $\sigma_{\mu_x}$, which we call $\hat{\sigma}_{\mu_x}$ or also $s_{\mu_x}$.

                                                                                                  The typical estimate is just replacing the true pop. stddev $\sigma$ with our observed sample stddev $\sigma_x$.

                                                                                                  \[ \sigma_{\mu_x} \approx \hat{\sigma}_{\mu_x} = \frac{\sigma_x}{\sqrt{n}} \]

                                                                                                  Note: this is only true iff. the samples are i.i.d. (i.e., uncorrelated). For correlated samples, you gotta use the Markov chain central limit theorem to compute the variance.

                                                                                                  Implications #

                                                                                                  As you can see, $\sigma_{\mu_x}$ scales inverse quadratically with the number of samples $n$.

                                                                                                  • Roughly, if you take more samples, the dispersion of the sample mean gets tighter around the true mean.
                                                                                                  • In other words, as we increase the number of samples, our sample mean will converge to the true mean.
                                                                                                  • However, since this dispersion scales inverse quadratically, we need 4x the number of samples in order to 1/2 the dispersion.
                                                                                                  \ No newline at end of file diff --git a/statistics probability/testing whether a coin is fair/index.html b/statistics probability/testing whether a coin is fair/index.html new file mode 100644 index 0000000000..0037559eec --- /dev/null +++ b/statistics probability/testing whether a coin is fair/index.html @@ -0,0 +1,91 @@ +testing whether a coin is fair | philip's notes

                                                                                                  testing whether a coin is fair

                                                                                                  2022-03-06 · 6 min read

                                                                                                    Source: https://www.wikiwand.com/en/Checking_whether_a_coin_is_fair

                                                                                                    • good problem for applying principles of statistical inference
                                                                                                    • good problem for comparing different methods of statistical inference.

                                                                                                    for inference, the key questions

                                                                                                    1. how many trials should we take?
                                                                                                    2. given some # of trials, how accurate is our estimate of Pr[H]?

                                                                                                    more rigorously, the problem is about determining the parameters of a Bernoulli process given only a limited # of trials.

                                                                                                    this article covers two methods (of many):

                                                                                                    1. Posterior PDF (Bayesian approach)

                                                                                                      init: true p_H unknown. uncertainty represented by prior distribution. posterior distribution obtained by combining prior and likelihood function (represents information obtained throught the experiment).

                                                                                                      p_fair can be obtained by integrating the PDF of the posterior over the "fair" masses?

                                                                                                      Bayesian approach is biased by prior (which could be good if it's accurate).

                                                                                                    2. Estimator of true probability (Frequentist approach)

                                                                                                      assumes experimenter can toss the coin however many times they wish. first, you decide on a desired level of confidence and tolerable margin of error, which give you the minimum number of tosses needed to perform the experiment.

                                                                                                    Posterior PDF #

                                                                                                    TODO

                                                                                                    Estimator of true probability #

                                                                                                    This method depends on two paramters:

                                                                                                    1. ($Z$) the confidence level, given by a Z-value of the standard normal distribution. Recall that $Z = \frac{\mu_x - \mu}{\sigma_{\mu_x}}$, i.e., deviation of the sample mean $\mu_x$ from the population mean $\mu$, divided by the standard error of the mean $\sigma_{\mu_x}$. Intuitively, if the sample mean deviates by exactly "one sigma", the Z-value is then 1.0.
                                                                                                    2. ($E$) the maximum acceptable error

                                                                                                    Some example $Z$-values:
                                                                                                    $Z$-valueConfidence levelComment
                                                                                                    0.674550.000%
                                                                                                    1.000068.269%$\sigma$
                                                                                                    1.959995.000%
                                                                                                    3.290599.900%"three nines"
                                                                                                    4.000099.993%$4 \cdot \sigma$
                                                                                                    4.417299.999%"five nines"

                                                                                                    Let $r$ be the actual probability of obtaining heads. Let $p$ be the estimated probability of obtaining heads.

                                                                                                    Here, we just use the MLE for $p$, i.e., $p = \frac{h}{h + t}$ with naximum margin of error $E > |p - r|$.

                                                                                                    Recall, the standard error, $s_p$, for the estimate $p$ is: $$ s_p = \sqrt{\frac{p \cdot (1-p)}{n}} $$

                                                                                                    The maximum error is given by $E = Z \cdot s_p$, but we can simplify this with an approximation:

                                                                                                    Notice that $s_p$ is greatest when $p = (1 - p) = 0.5$. It follows then that $s_p \le \sqrt{\frac{0.5 \cdot 0.5}{n}} = \frac{1}{2 \sqrt{n}}$. Consequently, $E \le \frac{Z}{2 \sqrt{n}}$.

                                                                                                    The maximum required number of trials $n$ then follows:

                                                                                                    \[ n \le \frac{Z^2}{4 \cdot E^2} \]

                                                                                                    Examples #

                                                                                                    $E$$Z$$n$
                                                                                                    0.11.025
                                                                                                    0.12.0100
                                                                                                    0.13.0225
                                                                                                    0.14.0400
                                                                                                    0.15.0625
                                                                                                    0.011.02500
                                                                                                    0.012.010000
                                                                                                    0.013.022500
                                                                                                    0.014.040000
                                                                                                    0.015.062500
                                                                                                    0.0011.02.50e5
                                                                                                    0.0012.01.00e6
                                                                                                    0.0013.02.25e6
                                                                                                    0.0014.04.00e6
                                                                                                    0.0015.06.25e6

                                                                                                    General Case #

                                                                                                    Consider the distribution of the sample mean, $\mu_x$, (assuming we took many samples with $n$ trials each). Note the population mean $\mu$ and the standard error of the mean, $\sigma_{\mu_x}$ (the stddev of the sample mean).

                                                                                                    standard error of the mean.png

                                                                                                    One interesting question is: given a fixed number of trials, say $n = 1000$, what should our maximum tolerated absolute deviation, $E$, be? What is our key parameter for choosing a good $E$?

                                                                                                    standard error of the mean(1).png

                                                                                                    We should choose $E$ based on our required confidence. Given that the samples are actually drawn from the population, we want some small probability of failure (or inversely, a large probability of success), where our statistical criterion decides that the samples are not actually drawn from the population.

                                                                                                    Using the maximum absolute deviation $E$ as a criterion, we will claim the two distributions are not the same if the sample mean $\mu_x$ lies within the red "fail" zone above.

                                                                                                    More precisely, our failure probability is the probability that $\mu_x$ is outside of the interval $[\mu - E, \mu + E]$:

                                                                                                    \[ Pr[failure] = Pr[(\mu_x < \mu - E) \cup (\mu + E < \mu_x)] \]

                                                                                                    Since the sample mean is normal (law of large numbers), the upper and lower probabilities are identical, so we can simplify as

                                                                                                    \[ Pr[failure] = 2 \cdot Pr[\mu_x < \mu - E] = 2 \cdot F_\mu(\mu - E) \]

                                                                                                    where $F_\mu$ is the CDF of the normal distribution $N(\mu, \sigma_{\mu_x})$. By normalizing the interval bounds in terms of the standard normal distribution, we can see

                                                                                                    \[ Pr[failure] = 2 \cdot \Phi\left(\frac{(\mu - E) - \mu}{\sigma_{\mu_x}} \right) = 2 \cdot \Phi\left(\frac{-E}{\sigma_{\mu_x}} \right) \]

                                                                                                    where $\Phi$ is the CDF of the standard normal distribution. Given a desired $p_f = Pr[failure]$, we can compute the error bounds $E$

                                                                                                    \[ \begin{align*} p_f &= 2 \cdot \Phi\left(\frac{-E}{\sigma_{\mu_x}} \right) \\ \frac{-E}{\sigma_{\mu_x}} &= \Phi^{-1}(p_f / 2) \\ E &= -\sigma_{\mu_x} \cdot \Phi^{-1}(p_f / 2) \\ \end{align*} \]

                                                                                                    Of course, it can be annoying to compute the inverse normal CDF, so it's often useful to frame $p_f$ in terms of the Z-score, or "standard sigma's from the mean (0)". There's a convenient table above, showing the Z-value alongside the $1-p_f$ success probability for a few values.

                                                                                                    For example, if our standard error of the mean is $\sigma_{\mu_x} = 50$ and our desired confidence is $\sigma_{std} = 5.0$, then our error bound is $E = \sigma_{\mu_x} \cdot \sigma_{std} = 250$.

                                                                                                    If we take more samples, our SME might only be $\sigma_{\mu_x} = 15$. For the same confidence, our required error bounds would only be $E = 75$.

                                                                                                    Likewise, if we decrease our desired confidence to only $\sigma_{std} = 1.5$ while our $\sigma_{\mu_x} = 50$, the required error bounds are also $E = 75$.

                                                                                                    Intuitions #

                                                                                                    • Take more samples to allow tighter error tolerance or allow lower required confidence (for the same failure probabilty).
                                                                                                    • Using a very high required confidence can make your absolute error bound very large, which might mean you are not really saying much about the sample distribution.
                                                                                                    \ No newline at end of file diff --git a/statistics probability/winsorize/index.html b/statistics probability/winsorize/index.html new file mode 100644 index 0000000000..9eabf0f89f --- /dev/null +++ b/statistics probability/winsorize/index.html @@ -0,0 +1,182 @@ +winsorize | philip's notes

                                                                                                    winsorize

                                                                                                    2022-03-15 · 3 min read

                                                                                                      Source: https://www.wikiwand.com/en/Winsorizing

                                                                                                      Cheap way to remove outliers from samples.

                                                                                                      • TL;DR: winsorize(X, q in [0,0.5]) replaces all elements in X below quantile q and above quantile 1-q with the quantile q and 1-q respectively.
                                                                                                      • Just clamps outliers above and below a quantile.
                                                                                                      • Effectively removes outliers without changing the number of samples (length of X).
                                                                                                      • Used in cargo's default bench harness when taking timing samples.

                                                                                                      Example Implementation #

                                                                                                      Source: https://github.com/phlip9/idris2-aoc21/blob/master/src/Bench.idr

                                                                                                      import Data.List
+import Data.List1
+import Data.String
+import Data.Vec
+import Scratch
+import System.Clock
+import System.Random
+
+%default total
+
+||| Clamp `x` to the range `[min, max]`. Assumes `min <= max`.
+clamp : Ord a => (min : a) -> (max : a) -> (x : a) -> a
+clamp min max x = if x > max then max
+                  else if x < min then min
+                  else x
+
+||| Linearly interpolate between `x0` and `x1` according to the scale parameter `t`.
+||| For example, `lerp` returns `x0` when `t = 0` and `x1` when `t = 1`.
+lerp : Num a => Neg a => (x0 : a) -> (x1 : a) -> (t : a) -> a
+lerp x0 x1 t = (1 - t) * x0 + (t * x1)
+
+||| Linearly interpolate between `x0` and `x1` then clamp in the range `[x0, x1]`.
+||| Useful for handling scale parameters `t ∉ [0, 1]`
+lerpClamp : Ord a => Num a => Neg a => (x0 : a) -> (x1 : a) -> (t : a) -> a
+lerpClamp x0 x1 t = clamp x0 x1 (lerp x0 x1 t)
+
+||| Truncate a float number returning the whole part. Truncate works
+||| correctly on negative numbers, unlike `floor`.
+||| For example, `trunc 3.58 == 3.0` and `trunc (-4.9) == (-4.0)`
+trunc : F64 -> F64
+trunc x = cast {to=F64} $ cast {to=Integer} x
+
+||| Return the fractional part of a float number.
+||| For example, `frac 3.58 == 0.58` and `fract (-4.9) == (-0.9)`
+fract : F64 -> F64
+fract x = x - trunc x
+
+data Interval a
+  = OpenAbove a -- [a ..)
+  | OpenBelow a -- (.. a]
+  | Closed a a -- [a .. b]
+
+||| Return the fractional index of a list as an `Interval` of the adjacent integer
+||| number entries. A negative index will result in an `OpenBelow` interval while
+||| an index greater than the largest integer index will result in an `OpenAbove`
+||| interval.
+fractIndex : (xs : List1 a) -> (idx : F64) -> Interval a
+fractIndex (x ::: xs) idx = if idx < 0.0 then OpenBelow x
+                            else go x xs (cast idx)
+where
+  go : a -> List a -> Nat -> Interval a
+  go x [] idx = OpenAbove x
+  go x (y :: _) 0 = Closed x y
+  go _ (y :: ys) (S idx) = go y ys idx
+
+||| Return the empirical quantile, interpolating between the two adjacent integer
+||| number entries.
+||| Assumes `xs` is sorted. Handles `q ∉ [0, 1]` by returning the min or max
+||| respectively.
+empiricalQuantile : (xs : List1 F64) -> (q : F64) -> F64
+empiricalQuantile xs q
+  = let n = cast {to=F64} $ length xs
+        idx = (n * q) - 1
+        t = fract idx in
+        case fractIndex xs idx of
+             OpenAbove x => x
+             OpenBelow x => x
+             Closed x y => lerpClamp x y t
+
+||| Replace elements below/above `q`/`1-q` quantile with the `q`/`1-q` quantile
+||| respectively. Reduces impact of outliers without changing the number of samples.
+|||
+||| Note: assumes xs is sorted
+||| See: https://en.wikipedia.org/wiki/Winsorising
+|||
+||| ### Example
+|||
+||| ```idris2
+||| > winsorize [1.0,2,3,4,5,6,7,8,9,10] 0.25
+||| [2.5 2.5, 3.0, 4.0, 5.0, 6.0, 7.0, 7.5, 7.5, 7.5]
+||| ```
+winsorize : (xs : List1 F64) -> (q : F64) -> List1 F64
+winsorize xs q
+  = let q = clamp 0.0 1.0 q
+        q = if q > 0.5 then 1.0 - q else q
+        lo = empiricalQuantile xs q
+        hi = empiricalQuantile xs (1.0 - q) in
+        map (clamp lo hi) xs
+
+winsorizeUnsorted : (xs : List1 F64) -> (q : F64) -> List1 F64
+winsorizeUnsorted xs q = winsorize (sort xs) q
+
                                                                                                      \ No newline at end of file diff --git a/tags/algebraic-effects/index.html b/tags/algebraic-effects/index.html new file mode 100644 index 0000000000..752b1044da --- /dev/null +++ b/tags/algebraic-effects/index.html @@ -0,0 +1,71 @@ +#algebraic-effects | philip's notes

                                                                                                      #algebraic-effects

                                                                                                      koka-lang →

                                                                                                      2021-12-31 · 1 min read

                                                                                                      \ No newline at end of file diff --git a/tags/android/index.html b/tags/android/index.html new file mode 100644 index 0000000000..dddb733494 --- /dev/null +++ b/tags/android/index.html @@ -0,0 +1,68 @@ +#android | philip's notes

                                                                                                      #android

                                                                                                      android cli setup →

                                                                                                      2022-12-02 · 4 min read

                                                                                                      flutter setup →

                                                                                                      2022-12-02 · 3 min read

                                                                                                      root phone with magisk →

                                                                                                      2022-01-15 · 4 min read

                                                                                                      OTA updates for rooted android phone →

                                                                                                      2021-12-10 · 2 min read

                                                                                                      \ No newline at end of file diff --git a/tags/aptos/index.html b/tags/aptos/index.html new file mode 100644 index 0000000000..ca6ab47a87 --- /dev/null +++ b/tags/aptos/index.html @@ -0,0 +1,68 @@ +#aptos | philip's notes

                                                                                                      #aptos

                                                                                                      aptos →

                                                                                                      2022-04-06 · 1 min read

                                                                                                      \ No newline at end of file diff --git a/tags/ats/index.html b/tags/ats/index.html new file mode 100644 index 0000000000..f26f1fa7f0 --- /dev/null +++ b/tags/ats/index.html @@ -0,0 +1,68 @@ +#ats | philip's notes

                                                                                                      #ats

                                                                                                      ATS2 Notes →

                                                                                                      2022-01-17 · 17 min read

                                                                                                      Install ATS2 →

                                                                                                      2022-01-11 · 1 min read

                                                                                                      \ No newline at end of file diff --git a/tags/azure/index.html b/tags/azure/index.html new file mode 100644 index 0000000000..f0d1707859 --- /dev/null +++ b/tags/azure/index.html @@ -0,0 +1,68 @@ +#azure | philip's notes

                                                                                                      #azure

                                                                                                      AKS - azure kubernetes service →

                                                                                                      2022-03-25 · 1 min read

                                                                                                      azure CLI →

                                                                                                      2022-02-18 · 4 min read

                                                                                                      \ No newline at end of file diff --git a/tags/bash/index.html b/tags/bash/index.html new file mode 100644 index 0000000000..fa72a8a232 --- /dev/null +++ b/tags/bash/index.html @@ -0,0 +1,68 @@ +#bash | philip's notes

                                                                                                      #bash

                                                                                                      envsubst →

                                                                                                      2022-10-28 · 1 min read

                                                                                                      \ No newline at end of file diff --git a/tags/blockchain/index.html b/tags/blockchain/index.html new file mode 100644 index 0000000000..663e914981 --- /dev/null +++ b/tags/blockchain/index.html @@ -0,0 +1,68 @@ +#blockchain | philip's notes

                                                                                                      #blockchain

                                                                                                      oasis →

                                                                                                      2022-04-14 · 13 min read

                                                                                                      aptos →

                                                                                                      2022-04-06 · 1 min read

                                                                                                      fastpay →

                                                                                                      2022-04-06 · 4 min read

                                                                                                      sui →

                                                                                                      2022-04-06 · 1 min read

                                                                                                      \ No newline at end of file diff --git a/tags/breez/index.html b/tags/breez/index.html new file mode 100644 index 0000000000..575c766398 --- /dev/null +++ b/tags/breez/index.html @@ -0,0 +1,68 @@ +#breez | philip's notes

                                                                                                      #breez

                                                                                                      breez lightning service providers →

                                                                                                      2021-12-12 · 4 min read

                                                                                                      \ No newline at end of file diff --git a/tags/btc/index.html b/tags/btc/index.html new file mode 100644 index 0000000000..d779ec4c2c --- /dev/null +++ b/tags/btc/index.html @@ -0,0 +1,68 @@ +#btc | philip's notes

                                                                                                      #btc

                                                                                                      bip158 - compact block filters →

                                                                                                      2022-09-16 · 1 min read

                                                                                                      btc utreexo - utxo accumulator →

                                                                                                      2022-09-16 · 2 min read

                                                                                                      \ No newline at end of file diff --git a/tags/captive-portal/index.html b/tags/captive-portal/index.html new file mode 100644 index 0000000000..99be978fca --- /dev/null +++ b/tags/captive-portal/index.html @@ -0,0 +1,71 @@ +#captive-portal | philip's notes

                                                                                                      #captive-portal

                                                                                                      RFC 6585 (Additional HTTP Status Codes) →

                                                                                                      2021-12-02 · 11 min read

                                                                                                      arubanetworks captive portal →

                                                                                                      2021-12-02 · 3 min read

                                                                                                      captive portal (wikipedia) →

                                                                                                      2021-12-02 · 10 min read

                                                                                                      captive portal →

                                                                                                      2021-12-02 · 23 min read

                                                                                                      \ No newline at end of file diff --git a/tags/circuitpython/index.html b/tags/circuitpython/index.html new file mode 100644 index 0000000000..5c65e22aa7 --- /dev/null +++ b/tags/circuitpython/index.html @@ -0,0 +1,68 @@ +#circuitpython | philip's notes

                                                                                                      #circuitpython

                                                                                                      rgbxmas →

                                                                                                      2022-12-21 · 21 min read

                                                                                                      \ No newline at end of file diff --git a/tags/combinatorics/index.html b/tags/combinatorics/index.html new file mode 100644 index 0000000000..329750f118 --- /dev/null +++ b/tags/combinatorics/index.html @@ -0,0 +1,68 @@ +#combinatorics | philip's notes

                                                                                                      #combinatorics

                                                                                                      k-combinations of a multiset →

                                                                                                      2022-02-08 · 5 min read

                                                                                                      \ No newline at end of file diff --git a/tags/confidential-computing/index.html b/tags/confidential-computing/index.html new file mode 100644 index 0000000000..f71b52f4c7 --- /dev/null +++ b/tags/confidential-computing/index.html @@ -0,0 +1,71 @@ +#confidential-computing | philip's notes

                                                                                                      #confidential-computing

                                                                                                      remote attestation protocols →

                                                                                                      2022-05-15 · 8 min read

                                                                                                      sealing →

                                                                                                      2022-04-14 · 9 min read

                                                                                                      SGX lingo →

                                                                                                      2022-04-12 · 21 min read

                                                                                                      remote attestation →

                                                                                                      2022-04-12 · 10 min read

                                                                                                      marblerun →

                                                                                                      2022-03-29 · 3 min read

                                                                                                      gramine →

                                                                                                      2022-03-26 · 5 min read

                                                                                                      enarx (WASM TEE) →

                                                                                                      2022-02-17 · 13 min read

                                                                                                      fortanix rust tutorial →

                                                                                                      2022-02-17 · 12 min read

                                                                                                      intel TDX →

                                                                                                      2022-02-17 · 2 min read

                                                                                                      rust x SGX →

                                                                                                      2022-02-17 · 1 min read

                                                                                                      overview →

                                                                                                      2022-02-13 · 12 min read

                                                                                                      \ No newline at end of file diff --git a/tags/containers/index.html b/tags/containers/index.html new file mode 100644 index 0000000000..20a2785975 --- /dev/null +++ b/tags/containers/index.html @@ -0,0 +1,68 @@ +#containers | philip's notes

                                                                                                      #containers

                                                                                                      docker compose →

                                                                                                      2022-03-25 · 1 min read

                                                                                                      \ No newline at end of file diff --git a/tags/crypto/index.html b/tags/crypto/index.html new file mode 100644 index 0000000000..858c8520a9 --- /dev/null +++ b/tags/crypto/index.html @@ -0,0 +1,68 @@ +#crypto | philip's notes

                                                                                                      #crypto

                                                                                                      hkdf-sha256 →

                                                                                                      2022-11-18 · 7 min read

                                                                                                      remote attestation protocols →

                                                                                                      2022-05-15 · 8 min read

                                                                                                      zkdocs →

                                                                                                      2022-05-06 · 1 min read

                                                                                                      TLS self-signed pubkey-only certs →

                                                                                                      2022-04-06 · 2 min read

                                                                                                      \ No newline at end of file diff --git a/tags/dart/index.html b/tags/dart/index.html new file mode 100644 index 0000000000..afe4c5b680 --- /dev/null +++ b/tags/dart/index.html @@ -0,0 +1,68 @@ +#dart | philip's notes

                                                                                                      #dart

                                                                                                      dart lang →

                                                                                                      2022-12-05 · 12 min read

                                                                                                      \ No newline at end of file diff --git a/tags/devops/index.html b/tags/devops/index.html new file mode 100644 index 0000000000..1445afbc89 --- /dev/null +++ b/tags/devops/index.html @@ -0,0 +1,68 @@ +#devops | philip's notes

                                                                                                      #devops

                                                                                                      kind (kubernetes in docker) →

                                                                                                      2022-04-25 · 1 min read

                                                                                                      jaeger oss e2e tracing →

                                                                                                      2022-04-06 · 1 min read

                                                                                                      consul →

                                                                                                      2022-03-29 · 1 min read

                                                                                                      AKS - azure kubernetes service →

                                                                                                      2022-03-25 · 1 min read

                                                                                                      deployment strategies →

                                                                                                      2022-03-25 · 2 min read

                                                                                                      k3s →

                                                                                                      2022-03-25 · 1 min read

                                                                                                      linkerd →

                                                                                                      2022-03-25 · 1 min read

                                                                                                      minikube →

                                                                                                      2022-03-25 · 1 min read

                                                                                                      nomad →

                                                                                                      2022-03-25 · 2 min read

                                                                                                      service mesh →

                                                                                                      2022-03-25 · 2 min read

                                                                                                      \ No newline at end of file diff --git a/tags/diem/index.html b/tags/diem/index.html new file mode 100644 index 0000000000..38980ea058 --- /dev/null +++ b/tags/diem/index.html @@ -0,0 +1,68 @@ +#diem | philip's notes

                                                                                                      #diem

                                                                                                      aptos →

                                                                                                      2022-04-06 · 1 min read

                                                                                                      the siren song of backpressure →

                                                                                                      2021-06-02 · 6 min read

                                                                                                      \ No newline at end of file diff --git a/tags/distributed-systems/index.html b/tags/distributed-systems/index.html new file mode 100644 index 0000000000..84845d08ae --- /dev/null +++ b/tags/distributed-systems/index.html @@ -0,0 +1,71 @@ +#distributed-systems | philip's notes

                                                                                                      #distributed-systems

                                                                                                      the siren song of backpressure →

                                                                                                      2021-06-02 · 6 min read

                                                                                                      \ No newline at end of file diff --git a/tags/docker/index.html b/tags/docker/index.html new file mode 100644 index 0000000000..6dc20e198a --- /dev/null +++ b/tags/docker/index.html @@ -0,0 +1,68 @@ +#docker | philip's notes

                                                                                                      #docker

                                                                                                      kind (kubernetes in docker) →

                                                                                                      2022-04-25 · 1 min read

                                                                                                      earthly →

                                                                                                      2022-04-05 · 7 min read

                                                                                                      mystikos →

                                                                                                      2022-03-26 · 1 min read

                                                                                                      docker compose →

                                                                                                      2022-03-25 · 1 min read

                                                                                                      \ No newline at end of file diff --git a/tags/earthly/index.html b/tags/earthly/index.html new file mode 100644 index 0000000000..1964c8ae4f --- /dev/null +++ b/tags/earthly/index.html @@ -0,0 +1,68 @@ +#earthly | philip's notes

                                                                                                      #earthly

                                                                                                      earthly →

                                                                                                      2022-04-05 · 7 min read

                                                                                                      \ No newline at end of file diff --git a/tags/fastpay/index.html b/tags/fastpay/index.html new file mode 100644 index 0000000000..c3d5bf9a4e --- /dev/null +++ b/tags/fastpay/index.html @@ -0,0 +1,68 @@ +#fastpay | philip's notes

                                                                                                      #fastpay

                                                                                                      fastpay →

                                                                                                      2022-04-06 · 4 min read

                                                                                                      sui →

                                                                                                      2022-04-06 · 1 min read

                                                                                                      \ No newline at end of file diff --git a/tags/flutter/index.html b/tags/flutter/index.html new file mode 100644 index 0000000000..484838b14b --- /dev/null +++ b/tags/flutter/index.html @@ -0,0 +1,68 @@ +#flutter | philip's notes

                                                                                                      #flutter

                                                                                                      dart lang →

                                                                                                      2022-12-05 · 12 min read

                                                                                                      flutter setup →

                                                                                                      2022-12-02 · 3 min read

                                                                                                      \ No newline at end of file diff --git a/tags/fortanix-edp/index.html b/tags/fortanix-edp/index.html new file mode 100644 index 0000000000..cec27f08b7 --- /dev/null +++ b/tags/fortanix-edp/index.html @@ -0,0 +1,71 @@ +#fortanix-edp | philip's notes

                                                                                                      #fortanix-edp

                                                                                                      fortanix rust tutorial →

                                                                                                      2022-02-17 · 12 min read

                                                                                                      \ No newline at end of file diff --git a/tags/fuzzing/index.html b/tags/fuzzing/index.html new file mode 100644 index 0000000000..5c95a84346 --- /dev/null +++ b/tags/fuzzing/index.html @@ -0,0 +1,68 @@ +#fuzzing | philip's notes

                                                                                                      #fuzzing

                                                                                                      fuzzcheck-rs →

                                                                                                      2022-08-21 · 2 min read

                                                                                                      fuzzing →

                                                                                                      2022-03-29 · 4 min read

                                                                                                      bolero - fuzzing + property testing →

                                                                                                      2022-02-20 · 1 min read

                                                                                                      \ No newline at end of file diff --git a/tags/git/index.html b/tags/git/index.html new file mode 100644 index 0000000000..7bf7f944f2 --- /dev/null +++ b/tags/git/index.html @@ -0,0 +1,68 @@ +#git | philip's notes

                                                                                                      #git

                                                                                                      git multirepo to monorepo →

                                                                                                      2022-08-16 · 9 min read

                                                                                                      \ No newline at end of file diff --git a/tags/glove80/index.html b/tags/glove80/index.html new file mode 100644 index 0000000000..f58d4325e1 --- /dev/null +++ b/tags/glove80/index.html @@ -0,0 +1,68 @@ +#glove80 | philip's notes

                                                                                                      #glove80

                                                                                                      moergo glove80 →

                                                                                                      2023-08-28 · 3 min read

                                                                                                      \ No newline at end of file diff --git a/tags/gramine/index.html b/tags/gramine/index.html new file mode 100644 index 0000000000..f5327f17ee --- /dev/null +++ b/tags/gramine/index.html @@ -0,0 +1,68 @@ +#gramine | philip's notes

                                                                                                      #gramine

                                                                                                      gramine →

                                                                                                      2022-03-26 · 5 min read

                                                                                                      \ No newline at end of file diff --git a/tags/hashicorp/index.html b/tags/hashicorp/index.html new file mode 100644 index 0000000000..9ef9dc352e --- /dev/null +++ b/tags/hashicorp/index.html @@ -0,0 +1,68 @@ +#hashicorp | philip's notes

                                                                                                      #hashicorp

                                                                                                      consul →

                                                                                                      2022-03-29 · 1 min read

                                                                                                      nomad →

                                                                                                      2022-03-25 · 2 min read

                                                                                                      \ No newline at end of file diff --git a/tags/index.html b/tags/index.html new file mode 100644 index 0000000000..dd92e5675d --- /dev/null +++ b/tags/index.html @@ -0,0 +1,50 @@ +tags | philip's notes

                                                                                                      tags

                                                                                                      \ No newline at end of file diff --git a/tags/ios/index.html b/tags/ios/index.html new file mode 100644 index 0000000000..1c0b8acd86 --- /dev/null +++ b/tags/ios/index.html @@ -0,0 +1,68 @@ +#ios | philip's notes

                                                                                                      #ios

                                                                                                      ios setup →

                                                                                                      2023-01-09 · 2 min read

                                                                                                      \ No newline at end of file diff --git a/tags/ipv6/index.html b/tags/ipv6/index.html new file mode 100644 index 0000000000..d67e17bf14 --- /dev/null +++ b/tags/ipv6/index.html @@ -0,0 +1,68 @@ +#ipv6 | philip's notes

                                                                                                      #ipv6

                                                                                                      ipv6 address space →

                                                                                                      2022-04-24 · 3 min read

                                                                                                      \ No newline at end of file diff --git a/tags/k3s/index.html b/tags/k3s/index.html new file mode 100644 index 0000000000..4cb3b06c43 --- /dev/null +++ b/tags/k3s/index.html @@ -0,0 +1,68 @@ +#k3s | philip's notes

                                                                                                      #k3s

                                                                                                      k3s →

                                                                                                      2022-03-25 · 1 min read

                                                                                                      \ No newline at end of file diff --git a/tags/keyboards/index.html b/tags/keyboards/index.html new file mode 100644 index 0000000000..0ca0c59dcf --- /dev/null +++ b/tags/keyboards/index.html @@ -0,0 +1,68 @@ +#keyboards | philip's notes

                                                                                                      #keyboards

                                                                                                      moergo glove80 →

                                                                                                      2023-08-28 · 3 min read

                                                                                                      \ No newline at end of file diff --git a/tags/kubernetes/index.html b/tags/kubernetes/index.html new file mode 100644 index 0000000000..b871ea46fc --- /dev/null +++ b/tags/kubernetes/index.html @@ -0,0 +1,68 @@ +#kubernetes | philip's notes

                                                                                                      #kubernetes

                                                                                                      kind (kubernetes in docker) →

                                                                                                      2022-04-25 · 1 min read

                                                                                                      marblerun →

                                                                                                      2022-03-29 · 3 min read

                                                                                                      AKS - azure kubernetes service →

                                                                                                      2022-03-25 · 1 min read

                                                                                                      k3s →

                                                                                                      2022-03-25 · 1 min read

                                                                                                      kubernetes →

                                                                                                      2022-03-25 · 1 min read

                                                                                                      linkerd →

                                                                                                      2022-03-25 · 1 min read

                                                                                                      minikube →

                                                                                                      2022-03-25 · 1 min read

                                                                                                      nomad →

                                                                                                      2022-03-25 · 2 min read

                                                                                                      service mesh →

                                                                                                      2022-03-25 · 2 min read

                                                                                                      \ No newline at end of file diff --git a/tags/ldk/index.html b/tags/ldk/index.html new file mode 100644 index 0000000000..c6a932a9bc --- /dev/null +++ b/tags/ldk/index.html @@ -0,0 +1,68 @@ +#LDK | philip's notes

                                                                                                      #LDK

                                                                                                      lightningdevkit - rust-lightning →

                                                                                                      2022-03-03 · 5 min read

                                                                                                      \ No newline at end of file diff --git a/tags/libos/index.html b/tags/libos/index.html new file mode 100644 index 0000000000..6fef770332 --- /dev/null +++ b/tags/libos/index.html @@ -0,0 +1,68 @@ +#libOS | philip's notes

                                                                                                      #libOS

                                                                                                      gramine →

                                                                                                      2022-03-26 · 5 min read

                                                                                                      mystikos →

                                                                                                      2022-03-26 · 1 min read

                                                                                                      enarx (WASM TEE) →

                                                                                                      2022-02-17 · 13 min read

                                                                                                      \ No newline at end of file diff --git a/tags/lightning/index.html b/tags/lightning/index.html new file mode 100644 index 0000000000..74df019123 --- /dev/null +++ b/tags/lightning/index.html @@ -0,0 +1,68 @@ +#lightning | philip's notes

                                                                                                      #lightning

                                                                                                      BOLT 11 - invoices →

                                                                                                      2022-04-10 · 2 min read

                                                                                                      BOLT 2 - channel management protocol →

                                                                                                      2022-04-10 · 14 min read

                                                                                                      BOLT 8 - secure noise transport →

                                                                                                      2022-04-10 · 1 min read

                                                                                                      BOLT 4 - onion routing protocol →

                                                                                                      2022-03-17 · 2 min read

                                                                                                      BOLT 7 - p2p node and channel discovery →

                                                                                                      2022-03-17 · 2 min read

                                                                                                      lightning network notes →

                                                                                                      2022-03-17 · 1 min read

                                                                                                      lightningdevkit - rust-lightning →

                                                                                                      2022-03-03 · 5 min read

                                                                                                      atomic multipath payments (AMP) →

                                                                                                      2021-12-14 · 3 min read

                                                                                                      breez lightning service providers →

                                                                                                      2021-12-12 · 4 min read

                                                                                                      hosted channels →

                                                                                                      2021-12-12 · 1 min read

                                                                                                      lightning libs →

                                                                                                      2021-12-12 · 1 min read

                                                                                                      lightning rod →

                                                                                                      2021-12-12 · 1 min read

                                                                                                      submarine swaps →

                                                                                                      2021-12-12 · 3 min read

                                                                                                      lightning router overview →

                                                                                                      2021-12-02 · 2 min read

                                                                                                      \ No newline at end of file diff --git a/tags/linkerd/index.html b/tags/linkerd/index.html new file mode 100644 index 0000000000..c6a1bf8ffc --- /dev/null +++ b/tags/linkerd/index.html @@ -0,0 +1,68 @@ +#linkerd | philip's notes

                                                                                                      #linkerd

                                                                                                      linkerd →

                                                                                                      2022-03-25 · 1 min read

                                                                                                      \ No newline at end of file diff --git a/tags/lsp/index.html b/tags/lsp/index.html new file mode 100644 index 0000000000..8899998fd4 --- /dev/null +++ b/tags/lsp/index.html @@ -0,0 +1,68 @@ +#LSP | philip's notes

                                                                                                      #LSP

                                                                                                      breez lightning service providers →

                                                                                                      2021-12-12 · 4 min read

                                                                                                      \ No newline at end of file diff --git a/tags/marble-run/index.html b/tags/marble-run/index.html new file mode 100644 index 0000000000..d4fb267d94 --- /dev/null +++ b/tags/marble-run/index.html @@ -0,0 +1,71 @@ +#marble-run | philip's notes

                                                                                                      #marble-run

                                                                                                      marblerun →

                                                                                                      2022-03-29 · 3 min read

                                                                                                      \ No newline at end of file diff --git a/tags/minikube/index.html b/tags/minikube/index.html new file mode 100644 index 0000000000..1e69577cbc --- /dev/null +++ b/tags/minikube/index.html @@ -0,0 +1,68 @@ +#minikube | philip's notes

                                                                                                      #minikube

                                                                                                      minikube →

                                                                                                      2022-03-25 · 1 min read

                                                                                                      \ No newline at end of file diff --git a/tags/mysten/index.html b/tags/mysten/index.html new file mode 100644 index 0000000000..e2b026b088 --- /dev/null +++ b/tags/mysten/index.html @@ -0,0 +1,68 @@ +#mysten | philip's notes

                                                                                                      #mysten

                                                                                                      sui →

                                                                                                      2022-04-06 · 1 min read

                                                                                                      \ No newline at end of file diff --git a/tags/mystikos/index.html b/tags/mystikos/index.html new file mode 100644 index 0000000000..06a900ca84 --- /dev/null +++ b/tags/mystikos/index.html @@ -0,0 +1,68 @@ +#mystikos | philip's notes

                                                                                                      #mystikos

                                                                                                      mystikos →

                                                                                                      2022-03-26 · 1 min read

                                                                                                      \ No newline at end of file diff --git a/tags/networking/index.html b/tags/networking/index.html new file mode 100644 index 0000000000..da6826114a --- /dev/null +++ b/tags/networking/index.html @@ -0,0 +1,68 @@ +#networking | philip's notes

                                                                                                      #networking

                                                                                                      ipv6 address space →

                                                                                                      2022-04-24 · 3 min read

                                                                                                      CIDR →

                                                                                                      2022-04-17 · 4 min read

                                                                                                      network interface card (NIC) →

                                                                                                      2022-04-17 · 2 min read

                                                                                                      network interfaces →

                                                                                                      2022-04-17 · 10 min read

                                                                                                      \ No newline at end of file diff --git a/tags/nix/index.html b/tags/nix/index.html new file mode 100644 index 0000000000..8793cc0819 --- /dev/null +++ b/tags/nix/index.html @@ -0,0 +1,68 @@ +#nix | philip's notes

                                                                                                      #nix

                                                                                                      nix auto-allocate-uids -> nixbld users →

                                                                                                      2023-10-08 · 2 min read

                                                                                                      nix debug spurrious rebuilds →

                                                                                                      2023-09-27 · 2 min read

                                                                                                      nix debug broken package build →

                                                                                                      2023-09-07 · 2 min read

                                                                                                      links →

                                                                                                      2022-08-05 · 2 min read

                                                                                                      \ No newline at end of file diff --git a/tags/noise/index.html b/tags/noise/index.html new file mode 100644 index 0000000000..563e9dc664 --- /dev/null +++ b/tags/noise/index.html @@ -0,0 +1,68 @@ +#noise | philip's notes

                                                                                                      #noise

                                                                                                      BOLT 8 - secure noise transport →

                                                                                                      2022-04-10 · 1 min read

                                                                                                      \ No newline at end of file diff --git a/tags/nomad/index.html b/tags/nomad/index.html new file mode 100644 index 0000000000..ed29425d40 --- /dev/null +++ b/tags/nomad/index.html @@ -0,0 +1,68 @@ +#nomad | philip's notes

                                                                                                      #nomad

                                                                                                      nomad →

                                                                                                      2022-03-25 · 2 min read

                                                                                                      \ No newline at end of file diff --git a/tags/orchestration/index.html b/tags/orchestration/index.html new file mode 100644 index 0000000000..beb661ea07 --- /dev/null +++ b/tags/orchestration/index.html @@ -0,0 +1,68 @@ +#orchestration | philip's notes

                                                                                                      #orchestration

                                                                                                      AKS - azure kubernetes service →

                                                                                                      2022-03-25 · 1 min read

                                                                                                      k3s →

                                                                                                      2022-03-25 · 1 min read

                                                                                                      minikube →

                                                                                                      2022-03-25 · 1 min read

                                                                                                      nomad →

                                                                                                      2022-03-25 · 2 min read

                                                                                                      \ No newline at end of file diff --git a/tags/perf/index.html b/tags/perf/index.html new file mode 100644 index 0000000000..d386e3832a --- /dev/null +++ b/tags/perf/index.html @@ -0,0 +1,68 @@ +#perf | philip's notes

                                                                                                      #perf

                                                                                                      postgres performance tuning →

                                                                                                      2023-10-23 · 2 min read

                                                                                                      self-referencing structs →

                                                                                                      2022-04-06 · 1 min read

                                                                                                      simdjson talk →

                                                                                                      2022-03-26 · 4 min read

                                                                                                      bit hacks →

                                                                                                      2022-02-10 · 14 min read

                                                                                                      profiling →

                                                                                                      2022-02-08 · 1 min read

                                                                                                      \ No newline at end of file diff --git a/tags/pki/index.html b/tags/pki/index.html new file mode 100644 index 0000000000..ee674cf65c --- /dev/null +++ b/tags/pki/index.html @@ -0,0 +1,68 @@ +#pki | philip's notes

                                                                                                      #pki

                                                                                                      smallstep - private online CA & ACME server →

                                                                                                      2023-07-19 · 1 min read

                                                                                                      acme protocol →

                                                                                                      2022-08-19 · 4 min read

                                                                                                      \ No newline at end of file diff --git a/tags/postgres/index.html b/tags/postgres/index.html new file mode 100644 index 0000000000..15d12e55a1 --- /dev/null +++ b/tags/postgres/index.html @@ -0,0 +1,68 @@ +#postgres | philip's notes

                                                                                                      #postgres

                                                                                                      postgres performance tuning →

                                                                                                      2023-10-23 · 2 min read

                                                                                                      snippets →

                                                                                                      2023-07-21 · 2 min read

                                                                                                      types of scans →

                                                                                                      2022-10-24 · 3 min read

                                                                                                      \ No newline at end of file diff --git a/tags/property-testing/index.html b/tags/property-testing/index.html new file mode 100644 index 0000000000..3e65af58fa --- /dev/null +++ b/tags/property-testing/index.html @@ -0,0 +1,71 @@ +#property-testing | philip's notes

                                                                                                      #property-testing

                                                                                                      fuzzcheck-rs →

                                                                                                      2022-08-21 · 2 min read

                                                                                                      bolero - fuzzing + property testing →

                                                                                                      2022-02-20 · 1 min read

                                                                                                      \ No newline at end of file diff --git a/tags/regulation/index.html b/tags/regulation/index.html new file mode 100644 index 0000000000..fd78e7c4f8 --- /dev/null +++ b/tags/regulation/index.html @@ -0,0 +1,68 @@ +#regulation | philip's notes

                                                                                                      #regulation

                                                                                                      financial instituion →

                                                                                                      2022-04-05 · 1 min read

                                                                                                      money services business (MSB) →

                                                                                                      2022-04-05 · 4 min read

                                                                                                      \ No newline at end of file diff --git a/tags/reproducible-builds/index.html b/tags/reproducible-builds/index.html new file mode 100644 index 0000000000..8e4427cf59 --- /dev/null +++ b/tags/reproducible-builds/index.html @@ -0,0 +1,71 @@ +#reproducible-builds | philip's notes

                                                                                                      #reproducible-builds

                                                                                                      earthly →

                                                                                                      2022-04-05 · 7 min read

                                                                                                      rebuilderd →

                                                                                                      2022-02-17 · 1 min read

                                                                                                      reproducible-builds.org →

                                                                                                      2022-02-17 · 2 min read

                                                                                                      \ No newline at end of file diff --git a/tags/root/index.html b/tags/root/index.html new file mode 100644 index 0000000000..a5734fdb26 --- /dev/null +++ b/tags/root/index.html @@ -0,0 +1,68 @@ +#root | philip's notes

                                                                                                      #root

                                                                                                      root phone with magisk →

                                                                                                      2022-01-15 · 4 min read

                                                                                                      OTA updates for rooted android phone →

                                                                                                      2021-12-10 · 2 min read

                                                                                                      \ No newline at end of file diff --git a/tags/rust/index.html b/tags/rust/index.html new file mode 100644 index 0000000000..04a10342a3 --- /dev/null +++ b/tags/rust/index.html @@ -0,0 +1,68 @@ +#rust | philip's notes

                                                                                                      #rust

                                                                                                      hkdf-sha256 →

                                                                                                      2022-11-18 · 7 min read

                                                                                                      fuzzcheck-rs →

                                                                                                      2022-08-21 · 2 min read

                                                                                                      rr with rust →

                                                                                                      2022-07-30 · 4 min read

                                                                                                      TLS self-signed pubkey-only certs →

                                                                                                      2022-04-06 · 2 min read

                                                                                                      self-referencing structs →

                                                                                                      2022-04-06 · 1 min read

                                                                                                      sycamore x futures →

                                                                                                      2022-03-29 · 2 min read

                                                                                                      understanding sycamore reactivity →

                                                                                                      2022-03-29 · 2 min read

                                                                                                      lightningdevkit - rust-lightning →

                                                                                                      2022-03-03 · 5 min read

                                                                                                      bolero - fuzzing + property testing →

                                                                                                      2022-02-20 · 1 min read

                                                                                                      optimizing binary size →

                                                                                                      2022-02-20 · 6 min read

                                                                                                      rust x SGX →

                                                                                                      2022-02-17 · 1 min read

                                                                                                      k-combinations of a multiset →

                                                                                                      2022-02-08 · 5 min read

                                                                                                      rust verification tools →

                                                                                                      2022-01-13 · 1 min read

                                                                                                      \ No newline at end of file diff --git a/tags/service-mesh/index.html b/tags/service-mesh/index.html new file mode 100644 index 0000000000..87f07a3d3c --- /dev/null +++ b/tags/service-mesh/index.html @@ -0,0 +1,71 @@ +#service-mesh | philip's notes

                                                                                                      #service-mesh

                                                                                                      marblerun →

                                                                                                      2022-03-29 · 3 min read

                                                                                                      consul →

                                                                                                      2022-03-29 · 1 min read

                                                                                                      linkerd →

                                                                                                      2022-03-25 · 1 min read

                                                                                                      service mesh →

                                                                                                      2022-03-25 · 2 min read

                                                                                                      \ No newline at end of file diff --git a/tags/sgx/index.html b/tags/sgx/index.html new file mode 100644 index 0000000000..172c8c7f8b --- /dev/null +++ b/tags/sgx/index.html @@ -0,0 +1,68 @@ +#sgx | philip's notes

                                                                                                      #sgx

                                                                                                      remote attestation protocols →

                                                                                                      2022-05-15 · 8 min read

                                                                                                      secure time →

                                                                                                      2022-04-21 · 4 min read

                                                                                                      oasis →

                                                                                                      2022-04-14 · 13 min read

                                                                                                      sealing →

                                                                                                      2022-04-14 · 9 min read

                                                                                                      SGX lingo →

                                                                                                      2022-04-12 · 21 min read

                                                                                                      remote attestation →

                                                                                                      2022-04-12 · 10 min read

                                                                                                      marblerun →

                                                                                                      2022-03-29 · 3 min read

                                                                                                      gramine →

                                                                                                      2022-03-26 · 5 min read

                                                                                                      mystikos →

                                                                                                      2022-03-26 · 1 min read

                                                                                                      enarx (WASM TEE) →

                                                                                                      2022-02-17 · 13 min read

                                                                                                      fortanix rust tutorial →

                                                                                                      2022-02-17 · 12 min read

                                                                                                      rust x SGX →

                                                                                                      2022-02-17 · 1 min read

                                                                                                      overview →

                                                                                                      2022-02-13 · 12 min read

                                                                                                      \ No newline at end of file diff --git a/tags/simd/index.html b/tags/simd/index.html new file mode 100644 index 0000000000..35289bbb7e --- /dev/null +++ b/tags/simd/index.html @@ -0,0 +1,68 @@ +#simd | philip's notes

                                                                                                      #simd

                                                                                                      simdjson talk →

                                                                                                      2022-03-26 · 4 min read

                                                                                                      \ No newline at end of file diff --git a/tags/sql/index.html b/tags/sql/index.html new file mode 100644 index 0000000000..91ea08dbb7 --- /dev/null +++ b/tags/sql/index.html @@ -0,0 +1,68 @@ +#sql | philip's notes

                                                                                                      #sql

                                                                                                      types of scans →

                                                                                                      2022-10-24 · 3 min read

                                                                                                      \ No newline at end of file diff --git a/tags/ssh/index.html b/tags/ssh/index.html new file mode 100644 index 0000000000..3bbbef9a34 --- /dev/null +++ b/tags/ssh/index.html @@ -0,0 +1,68 @@ +#ssh | philip's notes

                                                                                                      #ssh

                                                                                                      smallstep - private online CA & ACME server →

                                                                                                      2023-07-19 · 1 min read

                                                                                                      \ No newline at end of file diff --git a/tags/sycamore/index.html b/tags/sycamore/index.html new file mode 100644 index 0000000000..3dd894a33e --- /dev/null +++ b/tags/sycamore/index.html @@ -0,0 +1,68 @@ +#sycamore | philip's notes

                                                                                                      #sycamore

                                                                                                      sycamore x futures →

                                                                                                      2022-03-29 · 2 min read

                                                                                                      understanding sycamore reactivity →

                                                                                                      2022-03-29 · 2 min read

                                                                                                      \ No newline at end of file diff --git a/tags/tax/index.html b/tags/tax/index.html new file mode 100644 index 0000000000..e7ba375b2f --- /dev/null +++ b/tags/tax/index.html @@ -0,0 +1,68 @@ +#tax | philip's notes

                                                                                                      #tax

                                                                                                      financial instituion →

                                                                                                      2022-04-05 · 1 min read

                                                                                                      foreign bank account report (FBAR) →

                                                                                                      2022-04-05 · 4 min read

                                                                                                      \ No newline at end of file diff --git a/tags/tls/index.html b/tags/tls/index.html new file mode 100644 index 0000000000..3a70a5a937 --- /dev/null +++ b/tags/tls/index.html @@ -0,0 +1,68 @@ +#tls | philip's notes

                                                                                                      #tls

                                                                                                      smallstep - private online CA & ACME server →

                                                                                                      2023-07-19 · 1 min read

                                                                                                      hkdf-sha256 →

                                                                                                      2022-11-18 · 7 min read

                                                                                                      tls exported keying material →

                                                                                                      2022-08-19 · 1 min read

                                                                                                      TLS self-signed pubkey-only certs →

                                                                                                      2022-04-06 · 2 min read

                                                                                                      \ No newline at end of file diff --git a/tags/tracing/index.html b/tags/tracing/index.html new file mode 100644 index 0000000000..aa97661f95 --- /dev/null +++ b/tags/tracing/index.html @@ -0,0 +1,68 @@ +#tracing | philip's notes

                                                                                                      #tracing

                                                                                                      jaeger oss e2e tracing →

                                                                                                      2022-04-06 · 1 min read

                                                                                                      \ No newline at end of file

                                                                                                      bolero - fuzzing + property testing

                                                                                                      2022-02-20 · 1 min read

                                                                                                      Crate: https://crates.io/crates/bolero

                                                                                                      • Looks like what we were trying to do at Diem (integrate property testing and fuzzing).
                                                                                                      • Replaces proptest.
                                                                                                      • Hooks into fuzzing engines and supports mutation-based fuzzing.

                                                                                                      https://camshaft.github.io/bolero/introduction.html

                                                                                                      https://camshaft.github.io/bolero/tutorials/fibonacci.html#test-oracle

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