Table of contents

• Conda
  • Manage environment
    • Create the virtual environment from the environment.yml file
    • Activate the virtual environment
    • Update environment.yml file
  • Manage dependencies
    • Install a new dependency
    • Remove a dependency
    • Verify the dependencies
• Run the app

Table of contents generated with markdown-toc

Conda

Manage environment

Create the virtual environment from the environment.yml file

conda env create -f environment.yml

Activate the virtual environment

conda activate ./venv

Update environment.yml file

conda env export --verbose --no-builds --from-history --prefix ./venv > environment.yml

Important:

The export command will set prefix and name as an absolute path from your personal home directory to the ./venv in the root of the project, so you'll need to convert them back to a relative path pointing to the project's root directory (~/path/to/repo/venv -> ./venv).

You can do this on linux with the following sed command:

sed -i 's|prefix: .*|prefix: ./venv|; s|name: .*|name: ./venv|' environment.yml

Manage dependencies

Install a new dependency

conda install <dependency>

Remove a dependency

conda remove <dependency>

Verify the dependencies

conda list

Run the app

python src/app.py

Run the flask api

uvicorn main:app --reload