Sayid (siy EED) is an omniscient debugger and profiler for Clojure. It extracts secrets from code at run-time.
Sayid works by intercepting and recording the inputs and outputs of functions. It can even record function calls that occur inside of functions. The user can select which functions to trace. Functions can be selected individually or by namespace. The recorded data can be displayed, queried and profiled.
Sayid currently has three components:
The sayid.core namespace is designed to be used directly via a REPL and does
not require Emacs or CIDER. BUT the CIDER integration offers a far
better experience, so it is the current focus of this page and my
development efforts.
We're looking for more maintainers for the project. If you're interested in helping out please ping @bbatsov.
Basic usage requires Clojure 1.7 and the optional nREPL middleware requires nREPL 0.4+.
nREPL-powered editor plugins are encouraged to make use of the bundled middleware that provides a very flexible Sayid API.
Add this to the dependencies in your project.clj or lein profiles.clj:
[com.billpiel/sayid "0.1.0"]
To use the bundled nREPL middleware, you'll want to include Sayid as a plug-in. Here's an example of a bare-bones profiles.clj that works for me:
{:user {:plugins [[com.billpiel/sayid "0.1.0"]]}}Add a the Sayid dependency to your :deps key. Depending on your
desired setup, you may want to add it to an optional profile, or your
tools.deps config directory (often $HOME/.clojure).
{:deps
{com.billpiel/sayid {:mvn/version "0.1.0"}}}CIDER setup also requires that the Emacs package sayid is installed. It's
available on MELPA and MELPA
Stable. Put this code in init.el, or
somewhere, to load keybindings for clojure-mode buffers.
(eval-after-load 'clojure-mode
'(sayid-setup-package))If you use CIDER's jack-in commands, then Sayid automatically adds the
Maven dependency when starting a REPL. This means you don't need to
manually add the dependency to your project.clj or deps.edn file.
If you don't use CIDER's jack-in commands, you'll need to add a dependency manually. Here's an example of a bare-bones profiles.clj that works for me:
{:user {:plugins [[cider/cider-nrepl "0.25.3"]
[com.billpiel/sayid "0.1.0"]]
:dependencies [[nrepl/nrepl "0.7.0"]]}}Usually you'll want to use the latest versions of cider-nrepl and nREPL here.
A 3rd-party vim plugin also exists. See this and this.
Note: This assumes you're using the official CIDER plugin..
Documentation is a little light at the moment. There are lists of keybindings. Helpfully, they are easily accessible from within emacs. Below are the contents of the various help buffers, as well as instructions on how to pop them up in time of need.
Generated docs are also available for the core namespace here.
In a clojure-mode buffer, press C-c s h (sayid-show-help) to
pop up the help buffer.
C-c s ! -- Disable traces, eval current buffer, enable traces, clear the workspace log
C-c s e -- Enables traces, evals the expression at point, disables traces, displays results with terse view
C-c s f -- Queries the active workspace for entries that most closely match the context of the cursor position
C-c s n -- Applies an inner trace to the function at point, replays workspace, displays results
C-c s r -- Replays workspace, queries results by context of cursor
C-c s w -- Shows workspace, using the current view
C-c s t y -- Prompts for a dir, recursively traces all ns's in that dir and subdirs
C-c s t p -- Prompts for a pattern (* = wildcare), and applies a trace to all *loaded* ns's whose name matches the patten
C-c s t b -- Trace the ns in the current buffer
C-c s t e -- Enable the *existing* (if any) trace of the function at point
C-c s t E -- Enable all traces
C-c s t d -- Disable the *existing* (if any) trace of the function at point
C-c s t D -- Disable all traces
C-c s t n -- Apply an inner trace to the symbol at point
C-c s t o -- Apply an outer trace to the symbol at point
C-c s t r -- Remove existing trace from the symbol at point
C-c s t K -- Remove all traces
C-c s c -- Clear the workspace trace log
C-c s x -- Blow away workspace -- traces and logs
C-c s s -- Popup buffer showing what it currently traced
C-c s S -- Popup buffer showing what it currently traced in buffer's ns
C-c s V s -- Set the view
C-c s h -- show this help
In the *sayid* buffer, press h to pop up the help buffer.
ENTER -- pop to function
d -- def value to $s/*
f -- query for calls to function
F -- query for calls to function with modifier
i -- show only this instance
I -- query for this instance with modifier
w -- show full workspace trace
n -- jump to next call node
N -- apply inner trace and reply workspace
p -- jump to prev call node
P -- pretty print value
C -- clear workspace trace log
v -- toggle view
V -- set view (see register-view)
l, backspace -- previous buffer state
L, S-backspace -- forward buffer state
g -- generate instance expression and put in kill ring
h -- help
In the *sayid-traced* buffer, press h to pop up the help
buffer.
enter -- Drill into ns at point
e -- Enable trace
d -- Disable trace
E -- Enable ALL traces
D -- Disable ALL traces
i -- Apply inner trace to func at point
o -- Apply outer trace to func at point
r -- Remove trace from fun at point
l, backspace -- go back to trace overview (if in ns view)
In the *sayid-pprint* buffer, press h to pop up the help
buffer.
ENTER -- show path in mini-buffer
i -- jump into child node
o -- jump out to parent node
n -- jump to next sibling node
p -- jump to previous sibling node
I presented Sayid at the Clojure Conj conference in Austin in 2016.
A demo video I recorded after the very first alpha release. You can find the contrived example project here.
This is a written walkthrough of the same steps illustrated in the demo video above, but with Sayid v0.0.8. You can find the contrived example project here.
Below is the code to the test namespace. You can see that we have a
vending machine that dispenses tacos for 85 cents. We execute the
test1 function, which inserts 41 cents worth of change and presses the
taco button.
(ns contrived-example.core-test
(:require [clojure.test :refer :all]
[contrived-example.core :as ce]))
(def test-vending-machine {:inventory {:a1 {:name :taco
:price 0.85
:qty 10}}
:coins-inserted []
:coins-returned []
:dispensed nil
:err-msg nil})
(defn test1 []
(-> test-vending-machine
(ce/insert-coin :quarter) ;; 25
(ce/insert-coin :dime) ;; 35
(ce/insert-coin :nickel) ;; 40
(ce/insert-coin :penny) ;; 41 cents
(ce/press-button :a1))) ;; taco costs 85 cents
(test1)Let's press some keys to get Sayid going.
eval the namespace C-c C-k (probably) (cider-load-buffer)
trace the project namespaces [C-c s t p]{.kbd}
(sayid-trace-ns-by-pattern) then contrived-example.*
This should pop up. It shows how many functions have been traced in
which namespaces. Execute test1!
Traced namespaces:
5 / 5 contrived-example.core
1 / 1 contrived-example.core-test
8 / 8 contrived-example.inner-workings
Traced functions:
You can't tell yet, but something magical happened. Press C-c s w (sayid-get-workspace) to get an overview of what has been
captured in the Sayid workspace. This monster should appear:
v contrived-example.core-test/test1 :13446
|v contrived-example.core/insert-coin :13447
|^
|v contrived-example.core/insert-coin :13448
|^
|v contrived-example.core/insert-coin :13449
|^
|v contrived-example.core/insert-coin :13450
|^
|v contrived-example.core/press-button :13451
||v contrived-example.inner-workings/valid-selection :13452
|||v contrived-example.inner-workings/get-selection :13453
|||^
|||v contrived-example.inner-workings/calc-coin-value :13454
|||^
||| contrived-example.inner-workings/valid-selection :13452
||^
||v contrived-example.inner-workings/process-transaction :13455
|||v contrived-example.inner-workings/get-selection :13456
|||^
|||v contrived-example.inner-workings/calc-change-to-return :13457
||||v contrived-example.inner-workings/calc-coin-value :13458
||||^
||||v contrived-example.inner-workings/round-to-pennies :13459
||||^
||||v contrived-example.inner-workings/calc-change-to-return* :13460
|||||v contrived-example.inner-workings/calc-coin-value :13461
|||||^
|||||v contrived-example.inner-workings/calc-change-to-return* :13462
||||||v contrived-example.inner-workings/calc-coin-value :13463
||||||^
||||||v contrived-example.inner-workings/calc-change-to-return* :13464
|||||||v contrived-example.inner-workings/calc-coin-value :13465
|||||||^
|||||||v contrived-example.inner-workings/calc-change-to-return* :13466
||||||||v contrived-example.inner-workings/calc-coin-value :13467
||||||||^
|||||||| contrived-example.inner-workings/calc-change-to-return* :13466
|||||||^
|||||||v contrived-example.inner-workings/calc-change-to-return* :13468
||||||||v contrived-example.inner-workings/calc-coin-value :13469
||||||||^
|||||||| contrived-example.inner-workings/calc-change-to-return* :13468
|||||||^
|||||||v contrived-example.inner-workings/calc-change-to-return* :13470
||||||||v contrived-example.inner-workings/calc-coin-value :13471
||||||||^
|||||||| contrived-example.inner-workings/calc-change-to-return* :13470
|||||||^
||||||| contrived-example.inner-workings/calc-change-to-return* :13464
||||||^
|||||| contrived-example.inner-workings/calc-change-to-return* :13462
|||||^
||||| contrived-example.inner-workings/calc-change-to-return* :13460
||||^
|||| contrived-example.inner-workings/calc-change-to-return :13457
|||^
||| contrived-example.inner-workings/process-transaction :13455
||^
|| contrived-example.core/press-button :13451
|^
| contrived-example.core-test/test1 :13446
^
What's the meaning of this? These are all the function calls that were
made in the traced namespaced when we execute test1.
Let's explore. Get your cursor to the first line of the output and
press i (sayid-query-id).
v contrived-example.core-test/test1 :13446
| returned => {:inventory {:a1 {:name :taco :price 0.85 :qty 9}}
| :coins-inserted []
| :coins-returned [:quarter :quarter :nickel]
| :dispensed {:name :taco :price 0.85 :qty 10}
| :err-msg nil}
^
This shows us the details of that instance of test1 being
called. We can see that a hash map was returned. Despite us inserting
only 41 cents for an 85 cent taco, we see that a taco was dispensed,
plus change! That's a BUG.
Hit backspace (sayid-buf-back). We're back at the overview.
Scan the list of functions that are called. Let's assume some
programmer's intuition and decide that valid-selection is the first
place of interest. Get your cursor to that line and press these keys to
view the instance and all of its descendants. I
d ENTER (sayid-query-id-w-mode`)
||v contrived-example.inner-workings/valid-selection :13452
||| machine => {:inventory {:a1 {:name :taco :price 0.85 :qty 10}}
||| :coins-inserted [:quarter :dime :nickel :penny]
||| :coins-returned []
||| :dispensed nil
||| :err-msg nil}
||| button => :a1
||| returns => true
|||v contrived-example.inner-workings/get-selection :13453
|||| machine => {:inventory {:a1 {:name :taco :price 0.85 :qty 10}}
|||| :coins-inserted [:quarter :dime :nickel :penny]
|||| :coins-returned []
|||| :dispensed nil
|||| :err-msg nil}
|||| button => :a1
|||| returned => {:name :taco :price 0.85 :qty 10}
|||^
|||v contrived-example.inner-workings/calc-coin-value :13454
|||| coins => [:quarter :dime :nickel :penny]
|||| returned => 1.4
|||^
||| contrived-example.inner-workings/valid-selection :13452
||| machine => {:inventory {:a1 {:name :taco :price 0.85 :qty 10}}
||| :coins-inserted [:quarter :dime :nickel :penny]
||| :coins-returned []
||| :dispensed nil
||| :err-msg nil}
||| button => :a1
||| returned => true
||^
We can see that valid-selection makes calls to get-selection and
calc-coin-value. Looking at the return values, we might notice a
problem: calc-coin-value receives
[:quarter :dime :nickel :penny] but returns
$1.40 as the value. Let's dig deeper. Press n
(sayid-buffer-nav-to-next) a couple times to get the cursor to the
call to calc-coin-value. Now press N
(sayid-buf-replay-with-inner-trace) and hold onto your hat.
||||v (->> coins (keep coin-values) (apply +)) => (apply + (keep coin-values coins)) contrived-example.inner-workings/calc-coin-value :13491
||||| returns => 1.4
|||||v (apply + (keep coin-values coins)) contrived-example.inner-workings/calc-coin-value :13492
|||||| #function[clojure.core/+]
|||||| (0.25 0.1 0.05 1)
|||||| returns => 1.4
||||||v (keep coin-values coins) contrived-example.inner-workings/calc-coin-value :13493
||||||| {:quarter 0.25 :dime 0.1 :nickel 0.05 :penny 1}
||||||| [:quarter :dime :nickel :penny]
||||||| returned => (0.25 0.1 0.05 1)
||||||^
|||||| (apply + (keep coin-values coins)) contrived-example.inner-workings/calc-coin-value :13492
|||||| #function[clojure.core/+]
|||||| (0.25 0.1 0.05 1)
|||||| returned => 1.4
|||||^
||||| (->> coins (keep coin-values) (apply +)) => (apply + (keep coin-values coins)) contrived-example.inner-workings/calc-coin-value :13491
||||| returned => 1.4
||||^
...truncated...
(jump to the top of the buffer)
What did we do? We applied an inner trace to the function
calc-coin-value and then replayed the call to test1 that we had
captured originally.
An INNER trace? YES! We can see the inputs and output values of
each expression in the function. Look at it. Where do things go wrong?
It's when we pass a hash map to keep that defines a penny as being
worth a dollar. Bug located! Press n a couple times to get your
cursor to that call. Press RET to jump to that line of code.
(ns contrived-example.inner-workings)
(def coin-values
{:quarter 0.25
:dime 0.10
:nickel 0.05
:penny 1})
(defn- calc-coin-value
[coins]
(->> coins
(keep coin-values)
(apply +)))
...truncated...We now find ourselves at the troublesome call to keep causing our bug.
The hash map, coin-values, is just above. Change the value of a penny
from 1 to 0.01. Let's eval our corrected code the Sayid way --
press C-c s ! (sayid-load-enable-clear). This will remove the
traces, eval the buffer, then re-apply the traces. It also clears the
workspace log. This is all helpful. Navigate back to core-test and run
test1 again. Repeating steps above, you can verify the output is now
correct: no taco.
v contrived-example.core-test/test1 :13579
| returned => {:inventory {:a1 {:name :taco :price 0.85 :qty 10}}
| :coins-inserted [:quarter :dime :nickel :penny]
| :coins-returned []
| :dispensed nil
| :err-msg true}
^
Great work!
Distributed under the Apache 2.0 License. See LICENSE for details.