@@ -324,9 +339,13 @@ _Note: The following section requires you already have a [Google Cloud Platform]
- In your terminal display your public SSH key:
- ```bash
- cat ~/.ssh/id_ed25519.pub
- ```
+ - Windows: navigate to where you created your SSH key and open `id_ed25519.pub`
+
+ - Mac/Linux users can use:
+ ```bash
+ cat ~/.ssh/id_ed25519.pub
+ # OR cat ~/.ssh/de-bootcamp.pub if you created a unique key
+ ```
- Copy your public SSH key and paste it:
@@ -462,9 +481,11 @@ Host
+
+
### Enable Artifact Registry API
@@ -1123,19 +1156,19 @@ cd ~
Download spark:
```bash
-wget https://downloads.apache.org/spark/spark-3.5.0/spark-3.5.0-bin-hadoop3.tgz
+wget https://downloads.apache.org/spark/spark-3.5.1/spark-3.5.1-bin-hadoop3.tgz
```
Open the tarball:
```
-mkdir -p ~/spark && tar -xvzf spark-3.5.0-bin-hadoop3.tgz -C ~/spark
+mkdir -p ~/spark && tar -xvzf spark-3.5.1-bin-hadoop3.tgz -C ~/spark
```
Set the environment variables needed by spark:
```bash
-echo "export SPARK_HOME=$HOME/spark/spark-3.5.0-bin-hadoop3" >> .zshrc
+echo "export SPARK_HOME=$HOME/spark/spark-3.5.1-bin-hadoop3" >> .zshrc
echo 'export PATH=$PATH:$SPARK_HOME/bin' >> .zshrc
```
@@ -1165,6 +1198,13 @@ pyenv global 3.8.14
```
Now `python --version` should return `3.8.14`
+We'll also install a useful `pyenv` plugin called [`pyenv-virtualenv`](https://github.com/pyenv/pyenv-virtualenv). Although we will be using `poetry` for package and virtual environment management, `pyenv-virtualenv` is useful for controlling python versions locally.
+
+```bash
+git clone https://github.com/pyenv/pyenv-virtualenv.git $(pyenv root)/plugins/pyenv-virtualenv
+exec zsh
+```
+
## Pipx
Next we are going to install [pipx](https://pypa.github.io/pipx/) to install python packages we want globally available while still using virtual environments
diff --git a/WINDOWS.md b/WINDOWS.md
index 9de6a54..0e45b69 100644
--- a/WINDOWS.md
+++ b/WINDOWS.md
@@ -86,6 +86,8 @@ Have you signed up to GitHub? If not, [do it right away](https://github.com/join
+:point_right: **[Enable Two-Factor Authentication (2FA)](https://docs.github.com/en/authentication/securing-your-account-with-two-factor-authentication-2fa/configuring-two-factor-authentication#configuring-two-factor-authentication-using-text-messages)**. GitHub will send you text messages with a code when you try to log in. This is important for security and also will soon be required in order to contribute code on GitHub.
+
## SSH key
@@ -102,27 +104,27 @@ We highly recommend installing [Windows Terminal](https://apps.microsoft.com/sto
- Create a SSH key
❗️ Permission denied while trying to connect to the Docker daemon socket. ❗️
+ +If you receive an error similar to the one below, navigate to the [GCP Compute Engine Console](https://console.cloud.google.com/compute/instances) and shut down your VM by selecting the tick box next to your VM instance and clicking STOP (closing and reopening VSCode is not enough). + + + +It will take a few minutes for your VM to turn off. Once it's fully off, turn your VM on again by checking the box next to the VM instance and clicking START. Give the VM a few minutes to fully start up and connect through VSCode. Once connected try `docker run hello-world` again. If you don't get an output similar to the below image, raise a ticket with a teacher. +
-
MacOS & Linux
+Windows
```bash -EMAIL="your_email@example.com" # replace with your GCP account email -ssh-keygen -t ed25519 -C $EMAIL +# replace "your_email@example.com" with your GCP account email +ssh-keygen.exe -t ed25519 -C "your_email@example.com" ``` -
-
+
You should get the following message: `> Generating public/private algorithm key pair.`
- When you are prompted `> Enter a file in which to save the key`, press Enter
-- You should be asked to `Enter a passphrase`, type a secure passphrase, it is like a password, but longer.
+- You should be asked to `Enter a passphrase` - this is optional if you want additional security. To continue without a passphrase press enter without typing anything when asked to enter a passphrase.
ℹ️ Don't worry if nothing prompt when you type, that is perfectly normal for security reasons.
@@ -130,6 +132,19 @@ You should get the following message: `> Generating public/private algorithm key
**❗️ You must remember this passphrase.**
+Windows
+MacOS & Linux
```bash -EMAIL="your_email@example.com" # replace with your GCP account email -ssh-keygen.exe -t ed25519 -C $EMAIL +# replace "your_email@example.com" with your GCP account email +ssh-keygen -t ed25519 -C "your_email@example.com" ```
+
## Google Cloud Platform setup
@@ -283,13 +298,13 @@ _Note: The following section requires you already have a [Google Cloud Platform]
- Region `europe-west1`, choose the closest one among the [available regions](https://cloud.google.com/compute/docs/regions-zones#available)
❗️ /home/your_username/.ssh/id_ed25519 already exists.
+If you receive this message, you may already have an SSH Key with the same name (if you are a Le Wagon Alumni or are using SSH Authentication with Github). + +To create a separate SSH key to exclusively use for this bootcamp use the following: + +```bash +# replace "your_email@example.com" with your GCP account email +ssh-keygen -t ed25519 -f ~/.ssh/de-bootcamp -C "your_email@example.com" +``` + +Your new SSH Key will be named `de-bootcamp`. Make sure to remember it for later! +
-- In the section `Machine configuration`
-- Select General purpose > e2-standard-4
+- In the section `Machine configuration` under the sub-heading `Machine type`
+- Select General purpose > PRESET > e2-standard-4
- 
+ 
- Boot disk > Change
- Operating system > Ubuntu
- - Version > Ubuntu 22.04 LTS
+ - Version > Ubuntu 22.04 LTS x86/64
- Boot disk type > Balanced persistent disk
- Size > upgrade to 150GB
@@ -302,9 +317,9 @@ _Note: The following section requires you already have a [Google Cloud Platform]
- This opened a box `Edit network interface`
-- Go to the dropdown `External IPv4 address`, click on it, click on `CREATE IP ADDRESS`
+- Go to the dropdown `External IPv4 address`, click on it, click on `RESERVE STATIC EXTERNAL IP ADDRESS`
- 
+ 
- Give it a name, like "lewagon-data-eng-vm-ip-
@@ -324,9 +339,13 @@ _Note: The following section requires you already have a [Google Cloud Platform]
- In your terminal display your public SSH key:
- ```bash
- cat ~/.ssh/id_ed25519.pub
- ```
+ - Windows: navigate to where you created your SSH key and open `id_ed25519.pub`
+
+ - Mac/Linux users can use:
+ ```bash
+ cat ~/.ssh/id_ed25519.pub
+ # OR cat ~/.ssh/de-bootcamp.pub if you created a unique key
+ ```
- Copy your public SSH key and paste it:
@@ -429,9 +448,11 @@ Host
+
+
### Enable Artifact Registry API
@@ -1090,19 +1123,19 @@ cd ~
Download spark:
```bash
-wget https://downloads.apache.org/spark/spark-3.5.0/spark-3.5.0-bin-hadoop3.tgz
+wget https://downloads.apache.org/spark/spark-3.5.1/spark-3.5.1-bin-hadoop3.tgz
```
Open the tarball:
```
-mkdir -p ~/spark && tar -xvzf spark-3.5.0-bin-hadoop3.tgz -C ~/spark
+mkdir -p ~/spark && tar -xvzf spark-3.5.1-bin-hadoop3.tgz -C ~/spark
```
Set the environment variables needed by spark:
```bash
-echo "export SPARK_HOME=$HOME/spark/spark-3.5.0-bin-hadoop3" >> .zshrc
+echo "export SPARK_HOME=$HOME/spark/spark-3.5.1-bin-hadoop3" >> .zshrc
echo 'export PATH=$PATH:$SPARK_HOME/bin' >> .zshrc
```
@@ -1132,6 +1165,13 @@ pyenv global 3.8.14
```
Now `python --version` should return `3.8.14`
+We'll also install a useful `pyenv` plugin called [`pyenv-virtualenv`](https://github.com/pyenv/pyenv-virtualenv). Although we will be using `poetry` for package and virtual environment management, `pyenv-virtualenv` is useful for controlling python versions locally.
+
+```bash
+git clone https://github.com/pyenv/pyenv-virtualenv.git $(pyenv root)/plugins/pyenv-virtualenv
+exec zsh
+```
+
## Pipx
Next we are going to install [pipx](https://pypa.github.io/pipx/) to install python packages we want globally available while still using virtual environments
diff --git a/_partials/docker.md b/_partials/docker.md
index 9ce1fe3..6c78316 100644
--- a/_partials/docker.md
+++ b/_partials/docker.md
@@ -20,4 +20,15 @@ docker info
You should get:
+❗️ Permission denied while trying to connect to the Docker daemon socket. ❗️
+ +If you receive an error similar to the one below, navigate to the [GCP Compute Engine Console](https://console.cloud.google.com/compute/instances) and shut down your VM by selecting the tick box next to your VM instance and clicking STOP (closing and reopening VSCode is not enough). + + + +It will take a few minutes for your VM to turn off. Once it's fully off, turn your VM on again by checking the box next to the VM instance and clicking START. Give the VM a few minutes to fully start up and connect through VSCode. Once connected try `docker run hello-world` again. If you don't get an output similar to the below image, raise a ticket with a teacher. +
+
+
diff --git a/_partials/dotfiles.md b/_partials/dotfiles.md
index abd20d9..94ffe14 100644
--- a/_partials/dotfiles.md
+++ b/_partials/dotfiles.md
@@ -26,7 +26,7 @@ Once this is good, commit and push your changes:
```bash
git add zshrc
-git commit -m "Update zshrc for Data Science bootcamp"
+git commit -m "Update zshrc for Data Engineering bootcamp"
git push origin master
```
diff --git a/_partials/dotfiles_new_laptop.md b/_partials/dotfiles_new_laptop.md
index fc401fa..3ceae03 100644
--- a/_partials/dotfiles_new_laptop.md
+++ b/_partials/dotfiles_new_laptop.md
@@ -12,7 +12,7 @@ Time to fork the repo and clone it on your laptop:
```bash
mkdir -p ~/code/$GITHUB_USERNAME && cd $_
-gh repo clone lewagon/dotfiles
+gh repo fork lewagon/dotfiles --clone
```
Run the `dotfiles` installer.
@@ -34,9 +34,11 @@ Run the git installer:
cd ~/code/$GITHUB_USERNAME/dotfiles && zsh git_setup.sh
```
-:point_up: This will **prompt** you for your name (`FirstName LastName`) and your email. Be careful
-you **need** to put one of the email listed above thanks to the previous `gh api ...` command. If you
-don't do that, Kitt won't be able to track your progress.
+:point_up: This will **prompt** you for your name (`FirstName LastName`) and your email.
+
+:warning: You **need** to put one of the emails listed above thanks to the previous `gh api ...` command.
+If you don't do that, Kitt won't be able to track your progress. 💡 Select the `@users.noreply.github.com` address if
+you don't want your email to appear in public repositories you may contribute to.
Please now **quit** all your opened terminal windows.
diff --git a/_partials/ssh_key.md b/_partials/ssh_key.md
index 2951781..fada4ee 100644
--- a/_partials/ssh_key.md
+++ b/_partials/ssh_key.md
@@ -13,27 +13,27 @@ We highly recommend installing [Windows Terminal](https://apps.microsoft.com/sto
- Create a SSH key
❗️ I received a permission denied when trying to connect to the Docker Daemon socket.
+ +If you receive an error similar to the one below, navigate to the (GCP Compute Engine Console)[https://console.cloud.google.com/compute/instances] and STOP your VM (closing VSCode is not enough). + + + +It will take a few minutes for your VM to turn off. Once it's fully off, turn your VM on again (check the box and click START) and try `docker run hello-world` again. If this doesn't work, raise a ticket with a teacher. + +
-
MacOS & Linux
+Windows
```bash -EMAIL="your_email@example.com" # replace with your GCP account email -ssh-keygen -t ed25519 -C $EMAIL +# replace "your_email@example.com" with your GCP account email +ssh-keygen.exe -t ed25519 -C "your_email@example.com" ``` -
-
+
You should get the following message: `> Generating public/private algorithm key pair.`
- When you are prompted `> Enter a file in which to save the key`, press Enter
-- You should be asked to `Enter a passphrase`, type a secure passphrase, it is like a password, but longer.
+- You should be asked to `Enter a passphrase` - this is optional if you want additional security. To continue without a passphrase press enter without typing anything when asked to enter a passphrase.
ℹ️ Don't worry if nothing prompt when you type, that is perfectly normal for security reasons.
@@ -41,3 +41,16 @@ You should get the following message: `> Generating public/private algorithm key
**❗️ You must remember this passphrase.**
+Windows
+MacOS & Linux
```bash -EMAIL="your_email@example.com" # replace with your GCP account email -ssh-keygen.exe -t ed25519 -C $EMAIL +# replace "your_email@example.com" with your GCP account email +ssh-keygen -t ed25519 -C "your_email@example.com" ```
+
diff --git a/_partials/ubuntu_docker.md b/_partials/ubuntu_docker.md
index e2019e2..25a3951 100644
--- a/_partials/ubuntu_docker.md
+++ b/_partials/ubuntu_docker.md
@@ -38,6 +38,16 @@ newgrp docker
Run `docker run hello-world`, you should see something like:
+❗️ /home/your_username/.ssh/id_ed25519 already exists.
+If you receive this message, you may already have an SSH Key with the same name (if you are a Le Wagon Alumni or are using SSH Authentication with Github). + +To create a separate SSH key to exclusively use for this bootcamp use the following: + +```bash +# replace "your_email@example.com" with your GCP account email +ssh-keygen -t ed25519 -f ~/.ssh/de-bootcamp -C "your_email@example.com" +``` + +Your new SSH Key will be named `de-bootcamp`. Make sure to remember it for later! +
+
+
### Enable Artifact Registry API
diff --git a/_partials/ubuntu_python.md b/_partials/ubuntu_python.md
index 6f191bf..876d2ab 100644
--- a/_partials/ubuntu_python.md
+++ b/_partials/ubuntu_python.md
@@ -16,6 +16,13 @@ pyenv global 3.8.14
```
Now `python --version` should return `3.8.14`
+We'll also install a useful `pyenv` plugin called [`pyenv-virtualenv`](https://github.com/pyenv/pyenv-virtualenv). Although we will be using `poetry` for package and virtual environment management, `pyenv-virtualenv` is useful for controlling python versions locally.
+
+```bash
+git clone https://github.com/pyenv/pyenv-virtualenv.git $(pyenv root)/plugins/pyenv-virtualenv
+exec zsh
+```
+
## Pipx
Next we are going to install [pipx](https://pypa.github.io/pipx/) to install python packages we want globally available while still using virtual environments
diff --git a/_partials/ubuntu_spark.md b/_partials/ubuntu_spark.md
index 3c34bf2..a44a55d 100644
--- a/_partials/ubuntu_spark.md
+++ b/_partials/ubuntu_spark.md
@@ -12,19 +12,19 @@ cd ~
Download spark:
```bash
-wget https://downloads.apache.org/spark/spark-3.5.0/spark-3.5.0-bin-hadoop3.tgz
+wget https://downloads.apache.org/spark/spark-3.5.1/spark-3.5.1-bin-hadoop3.tgz
```
Open the tarball:
```
-mkdir -p ~/spark && tar -xvzf spark-3.5.0-bin-hadoop3.tgz -C ~/spark
+mkdir -p ~/spark && tar -xvzf spark-3.5.1-bin-hadoop3.tgz -C ~/spark
```
Set the environment variables needed by spark:
```bash
-echo "export SPARK_HOME=$HOME/spark/spark-3.5.0-bin-hadoop3" >> .zshrc
+echo "export SPARK_HOME=$HOME/spark/spark-3.5.1-bin-hadoop3" >> .zshrc
echo 'export PATH=$PATH:$SPARK_HOME/bin' >> .zshrc
```
diff --git a/_partials/virtual_machine.md b/_partials/virtual_machine.md
index c80d790..4a493f4 100644
--- a/_partials/virtual_machine.md
+++ b/_partials/virtual_machine.md
@@ -9,13 +9,13 @@ _Note: The following section requires you already have a [Google Cloud Platform]
- Region `europe-west1`, choose the closest one among the [available regions](https://cloud.google.com/compute/docs/regions-zones#available)
❗️ Permission denied while trying to connect to the Docker daemon socket. ❗️
+ +If you receive an error similar to the one below, navigate to the [GCP Compute Engine Console](https://console.cloud.google.com/compute/instances) and shut down your VM by selecting the tick box next to your VM instance and clicking STOP (closing and reopening VSCode is not enough). + + + +It will take a few minutes for your VM to turn off. Once it's fully off, turn your VM on again by checking the box next to the VM instance and clicking START. Give the VM a few minutes to fully start up and connect through VSCode. Once connected try `docker run hello-world` again. If you don't get an output similar to the below image, raise a ticket with a teacher. +
-- In the section `Machine configuration`
-- Select General purpose > e2-standard-4
+- In the section `Machine configuration` under the sub-heading `Machine type`
+- Select General purpose > PRESET > e2-standard-4
-
+
- Boot disk > Change
- Operating system > Ubuntu
- - Version > Ubuntu 22.04 LTS
+ - Version > Ubuntu 22.04 LTS x86/64
- Boot disk type > Balanced persistent disk
- Size > upgrade to 150GB
@@ -28,9 +28,9 @@ _Note: The following section requires you already have a [Google Cloud Platform]
- This opened a box `Edit network interface`
-- Go to the dropdown `External IPv4 address`, click on it, click on `CREATE IP ADDRESS`
+- Go to the dropdown `External IPv4 address`, click on it, click on `RESERVE STATIC EXTERNAL IP ADDRESS`
-
+
- Give it a name, like "lewagon-data-eng-vm-ip-
@@ -50,9 +50,13 @@ _Note: The following section requires you already have a [Google Cloud Platform]
- In your terminal display your public SSH key:
- ```bash
- cat ~/.ssh/id_ed25519.pub
- ```
+ - Windows: navigate to where you created your SSH key and open `id_ed25519.pub`
+
+ - Mac/Linux users can use:
+ ```bash
+ cat ~/.ssh/id_ed25519.pub
+ # OR cat ~/.ssh/de-bootcamp.pub if you created a unique key
+ ```
- Copy your public SSH key and paste it:
diff --git a/_partials/vscode_extensions.md b/_partials/vscode_extensions.md
index 7f01c45..36d7a51 100644
--- a/_partials/vscode_extensions.md
+++ b/_partials/vscode_extensions.md
@@ -16,7 +16,7 @@ code --install-extension KevinRose.vsc-python-indent
code --install-extension ms-python.vscode-pylance
code --install-extension redhat.vscode-yaml
code --install-extension ms-azuretools.vscode-docker
-code --install-extension bungcip.better-toml
+code --install-extension tamasfe.even-better-toml
```
Here is a list of the extensions you are installing:
@@ -27,6 +27,4 @@ Here is a list of the extensions you are installing:
- [Pylance](https://marketplace.visualstudio.com/items?itemName=ms-python.vscode-pylance)
- [YAML](https://marketplace.visualstudio.com/items?itemName=redhat.vscode-yaml)
- [Docker](https://marketplace.visualstudio.com/items?itemName=ms-azuretools.vscode-docker)
-- [Better TOML](https://marketplace.visualstudio.com/items?itemName=bungcip.better-toml)
-
-
+- [Even Better TOML](https://marketplace.visualstudio.com/items?itemName=tamasfe.even-better-toml)
diff --git a/_partials/vscode_remote_ssh.md b/_partials/vscode_remote_ssh.md
index 7b6555b..8cef815 100644
--- a/_partials/vscode_remote_ssh.md
+++ b/_partials/vscode_remote_ssh.md
@@ -62,9 +62,11 @@ Host
-
MacOS & Linux
+Windows
```bash -EMAIL="your_email@example.com" # replace with your GCP account email -ssh-keygen -t ed25519 -C $EMAIL +# replace "your_email@example.com" with your GCP account email +ssh-keygen.exe -t ed25519 -C "your_email@example.com" ``` -
-
+
You should get the following message: `> Generating public/private algorithm key pair.`
- When you are prompted `> Enter a file in which to save the key`, press Enter
-- You should be asked to `Enter a passphrase`, type a secure passphrase, it is like a password, but longer.
+- You should be asked to `Enter a passphrase` - this is optional if you want additional security. To continue without a passphrase press enter without typing anything when asked to enter a passphrase.
ℹ️ Don't worry if nothing prompt when you type, that is perfectly normal for security reasons.
@@ -130,6 +132,19 @@ You should get the following message: `> Generating public/private algorithm key
**❗️ You must remember this passphrase.**
+Windows
+MacOS & Linux
```bash -EMAIL="your_email@example.com" # replace with your GCP account email -ssh-keygen.exe -t ed25519 -C $EMAIL +# replace "your_email@example.com" with your GCP account email +ssh-keygen -t ed25519 -C "your_email@example.com" ```
+
## Google Cloud Platform setup
@@ -283,13 +298,13 @@ _Note: The following section requires you already have a [Google Cloud Platform]
- Region `europe-west1`, choose the closest one among the [available regions](https://cloud.google.com/compute/docs/regions-zones#available)
❗️ /home/your_username/.ssh/id_ed25519 already exists.
+If you receive this message, you may already have an SSH Key with the same name (if you are a Le Wagon Alumni or are using SSH Authentication with Github). + +To create a separate SSH key to exclusively use for this bootcamp use the following: + +```bash +# replace "your_email@example.com" with your GCP account email +ssh-keygen -t ed25519 -f ~/.ssh/de-bootcamp -C "your_email@example.com" +``` + +Your new SSH Key will be named `de-bootcamp`. Make sure to remember it for later! +
-- In the section `Machine configuration`
-- Select General purpose > e2-standard-4
+- In the section `Machine configuration` under the sub-heading `Machine type`
+- Select General purpose > PRESET > e2-standard-4
-
+
- Boot disk > Change
- Operating system > Ubuntu
- - Version > Ubuntu 22.04 LTS
+ - Version > Ubuntu 22.04 LTS x86/64
- Boot disk type > Balanced persistent disk
- Size > upgrade to 150GB
@@ -302,9 +317,9 @@ _Note: The following section requires you already have a [Google Cloud Platform]
- This opened a box `Edit network interface`
-- Go to the dropdown `External IPv4 address`, click on it, click on `CREATE IP ADDRESS`
+- Go to the dropdown `External IPv4 address`, click on it, click on `RESERVE STATIC EXTERNAL IP ADDRESS`
-
+
- Give it a name, like "lewagon-data-eng-vm-ip-
@@ -324,9 +339,13 @@ _Note: The following section requires you already have a [Google Cloud Platform]
- In your terminal display your public SSH key:
- ```bash
- cat ~/.ssh/id_ed25519.pub
- ```
+ - Windows: navigate to where you created your SSH key and open `id_ed25519.pub`
+
+ - Mac/Linux users can use:
+ ```bash
+ cat ~/.ssh/id_ed25519.pub
+ # OR cat ~/.ssh/de-bootcamp.pub if you created a unique key
+ ```
- Copy your public SSH key and paste it:
@@ -427,9 +446,11 @@ Host
+
+
### Enable Artifact Registry API
@@ -1088,19 +1121,19 @@ cd ~
Download spark:
```bash
-wget https://downloads.apache.org/spark/spark-3.5.0/spark-3.5.0-bin-hadoop3.tgz
+wget https://downloads.apache.org/spark/spark-3.5.1/spark-3.5.1-bin-hadoop3.tgz
```
Open the tarball:
```
-mkdir -p ~/spark && tar -xvzf spark-3.5.0-bin-hadoop3.tgz -C ~/spark
+mkdir -p ~/spark && tar -xvzf spark-3.5.1-bin-hadoop3.tgz -C ~/spark
```
Set the environment variables needed by spark:
```bash
-echo "export SPARK_HOME=$HOME/spark/spark-3.5.0-bin-hadoop3" >> .zshrc
+echo "export SPARK_HOME=$HOME/spark/spark-3.5.1-bin-hadoop3" >> .zshrc
echo 'export PATH=$PATH:$SPARK_HOME/bin' >> .zshrc
```
@@ -1130,6 +1163,13 @@ pyenv global 3.8.14
```
Now `python --version` should return `3.8.14`
+We'll also install a useful `pyenv` plugin called [`pyenv-virtualenv`](https://github.com/pyenv/pyenv-virtualenv). Although we will be using `poetry` for package and virtual environment management, `pyenv-virtualenv` is useful for controlling python versions locally.
+
+```bash
+git clone https://github.com/pyenv/pyenv-virtualenv.git $(pyenv root)/plugins/pyenv-virtualenv
+exec zsh
+```
+
## Pipx
Next we are going to install [pipx](https://pypa.github.io/pipx/) to install python packages we want globally available while still using virtual environments