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Keeping your setup current

This section contains the steps that you need to follow in order to make sure that your setup is up to date

First and foremost, in order to work in good conditions, make sure that :

  • you are working with a high speed internet connection
  • your computer has enough memory (8GB), so that you can run your code efficiently
  • your computer has enough disk space (30GB), so that you can work on big datasets

git

Verify that git works

git --version

👉 You should expect an output similar to this one yielding the git version :

git version 2.33.0

GitHub

Verify that you have access to the Le Wagon public GitHub repositories

cd ~/code/<YOUR_GITHUB_NICKNAME>/
git clone [email protected]:lewagon/data-setup data-setup

👉 The repo should clone correctly :

Cloning into 'data-setup'...
remote: Enumerating objects: 21, done.
remote: Counting objects: 100% (21/21), done.
remote: Compressing objects: 100% (14/14), done.
Receiving objects: 100% (21/21), done.
Resolving deltas: 100% (6/6), done.
remote: Total 21 (delta 6), reused 16 (delta 1), pack-reused 0

👉 You can delete the cloned repo

rm -Rf data-setup

Verify your pyenv configuration

Verify that you have a ~/.zprofile :

cat ~/.zprofile

👉 You should see the following lines :

# Setup the PATH for pyenv binaries and shims
export PYENV_ROOT="$HOME/.pyenv"
export PATH="$PYENV_ROOT/bin:$PATH"
type -a pyenv > /dev/null && eval "$(pyenv init --path)"

If the command does not output anything, create the ~/.zprofile file :

cd
touch .zprofile

Add the following lines to your ~/.zprofile :

# Setup the PATH for pyenv binaries and shims
export PYENV_ROOT="$HOME/.pyenv"
export PATH="$PYENV_ROOT/bin:$PATH"
type -a pyenv > /dev/null && eval "$(pyenv init --path)"

Create a dedicated virtual environment

Update pyenv :

cd $(pyenv root) && git pull

Install the current python version :

pyenv install 3.10.6

👉 Make sure that the command completes correctly and restart your terminal

Let's remove the existing current virtual environment :

pyenv virtualenv-delete lewagon_current

Create a new virtual environment :

pyenv virtualenv 3.10.6 lewagon_current

Set the new virtual environment as default :

pyenv global lewagon_current

You should now be able to see the new virtual environment as active :

pyenv versions

👉 Here is a sample output :

  system
  3.10.6
  3.10.6/envs/lewagon_current
  3.7.6
  3.7.6/envs/lewagon
* lewagon_current
  lewagon

Install the bootcamp packages

pip install -U pip
pip install -r https://raw.githubusercontent.com/lewagon/data-setup/master/specs/releases/linux.txt

GCP

Make sure that the gcloud command is linked to the email address of your Google Cloud Platform account :

gcloud auth list

👉 This lists the email address of your GCP account :

      Credentialed Accounts
ACTIVE  ACCOUNT
*       [email protected]

To set the active account, run:
    $ gcloud config set account `ACCOUNT`

Verify the name of your gcp project :

gcloud config list

👉 This lists both the email address of your GCP account and your GCP project :

[core]
account = [email protected]
disable_usage_reporting = True
project = your-gcp-project-id

Your active configuration is: [default]

Verify the email created for the service account allowing your code to identify to GCP :

gcloud iam service-accounts list

👉 This lists the GCP email address of the service account that allows your code to identify to GCP

DISPLAY NAME          EMAIL                                                              DISABLED
your-gcp-project-id   your-service-account@your-service-account.iam.gserviceaccount.com  False

Go to GCP IAM & Admin / Service Accounts:

  • Select your project
  • Click on the service account email
  • Go to PERMISSIONS
  • Make sure that the service account email has a Role set to Owner

Verify that you have configured your machine to allow your code to identify to GCP. The service account credentials json key file should be linked to the correct service account email :

cat $GOOGLE_APPLICATION_CREDENTIALS

👉 This lists the content of your service account credentials json key :

{
  "type": "service_account",
  "project_id": "your-gcp-project-id",
  "private_key_id": "a2d4a2d4a2d4a2d4a2d4a2d4a2d4a2d4a2d4a2d4",
  "private_key": "-----BEGIN PRIVATE KEY-----\nMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInMIInM=\n-----END PRIVATE KEY-----\n",
  "client_email": "your-service-account@your-service-account.iam.gserviceaccount.com",
  "client_id": "105410541054105410541",
  "auth_uri": "https://accounts.google.com/o/oauth2/auth",
  "token_uri": "https://oauth2.googleapis.com/token",
  "auth_provider_x509_cert_url": "https://www.googleapis.com/oauth2/v1/certs",
  "client_x509_cert_url": "https://www.googleapis.com/robot/v1/metadata/x509/your-service-account%40your-service-account.iam.gserviceaccount.com"
}

Make sure that the file contains the correct :

👉 If this does not display anything or if the email inside of the file is not the one of your service account, go back to the setup

Make sure that Docker recognizes the GCP resources :

gcloud auth configure-docker

👉 This lists the image name prefixes recognized by Docker as targetted to GCP

{
  "credHelpers": {
    "us.gcr.io": "gcloud",
    "eu.gcr.io": "gcloud",
    "asia.gcr.io": "gcloud",
    "staging-k8s.gcr.io": "gcloud",
    "marketplace.gcr.io": "gcloud",
    "gcr.io": "gcloud"
  }
}

Docker

Start the Docker Desktop app

Verify that Docker can run the hello-world image :

docker run hello-world

👉 Make sure that this command completes correctly

Stop the Docker Desktop app

Python setup check up

Check your Python version with the following commands:

zsh -c "$(curl -fsSL https://raw.githubusercontent.com/lewagon/data-setup/master/checks/python_checker.sh)" 3.10.6

Run the following command to check if you successfully installed the required packages:

zsh -c "$(curl -fsSL https://raw.githubusercontent.com/lewagon/data-setup/master/checks/pip_check.sh)"

Now run the following command to check if you can load these packages:

python -c "$(curl -fsSL https://raw.githubusercontent.com/lewagon/data-setup/master/checks/pip_check.py)"

Make sure you can run Jupyter:

jupyter notebook

And open a Python 3 notebook.

Make sure that you are running the correct python version in the notebook. Open a cell and run :

import sys; sys.version

Here you have it! A complete python virtual env with all the third-party packages you'll need for the whole bootcamp.