CV Copilot

This project was generated using fastapi_template.

Poetry

This project uses poetry. It's a modern dependency management tool.

To run the project use this set of commands:

poetry install
poetry run python -m cv_copilot

If you have any issue running poetry install, please run this command:

pip install poetry && pip install --no-build-isolation pendulum==2.1.0

This will start the server on the configured host.

You can find swagger documentation at /api/docs.

You can read more about poetry here: https://python-poetry.org/

Docker

You can start the project with docker using this command:

docker-compose -f deploy/docker-compose.yml --project-directory . up --build

If you want to develop in docker with autoreload add -f deploy/docker-compose.dev.yml to your docker command. Like this:

docker-compose -f deploy/docker-compose.yml -f deploy/docker-compose.dev.yml --project-directory . up --build

This command exposes the web application on port 8000, mounts current directory and enables autoreload.

But you have to rebuild image every time you modify poetry.lock or pyproject.toml with this command:

docker-compose -f deploy/docker-compose.yml --project-directory . build

If you have any permission issue running docker, please run this command:

sudo chown -R $USER: /Users/your_computer_username/.docker

Project structure

$ tree "cv_copilot"
cv_copilot
├── conftest.py  # Fixtures for all tests.
├── db  # module contains db configurations
│   ├── dao  # Data Access Objects. Contains different classes to interact with database.
│   └── models  # Package contains different models for ORMs.
├── __main__.py  # Startup script. Starts uvicorn.
├── services  # Package for different external services such as rabbit or redis etc.
├── settings.py  # Main configuration settings for project.
├── static  # Static content.
├── tests  # Tests for project.
└── web  # Package contains web server. Handlers, startup config.
    ├── api  # Package with all handlers.
    │   └── router.py  # Main router.
    ├── application.py  # FastAPI application configuration.
    └── lifetime.py  # Contains actions to perform on startup and shutdown.

Configuration

This application can be configured with environment variables.

You can create .env file in the root directory and place all environment variables here.

All environment variables should start with "CV_COPILOT_" prefix.

For example if you see in your "cv_copilot/settings.py" a variable named like random_parameter, you should provide the "CV_COPILOT_RANDOM_PARAMETER" variable to configure the value. This behaviour can be changed by overriding env_prefix property in cv_copilot.settings.Settings.Config.

An example of .env file:

CV_COPILOT_RELOAD="True"
CV_COPILOT_PORT="8000"
CV_COPILOT_ENVIRONMENT="dev"

You can read more about BaseSettings class here: https://pydantic-docs.helpmanual.io/usage/settings/

OpenTelemetry

If you want to start your project with OpenTelemetry collector you can add -f ./deploy/docker-compose.otlp.yml to your docker command.

Like this:

docker-compose -f deploy/docker-compose.yml -f deploy/docker-compose.otlp.yml --project-directory . up

This command will start OpenTelemetry collector and jaeger. After sending a requests you can see traces in jaeger's UI at http://localhost:16686/.

This docker configuration is not supposed to be used in production. It's only for demo purpose.

You can read more about OpenTelemetry here: https://opentelemetry.io/

Pre-commit

To install pre-commit simply run inside the shell:

pre-commit install

pre-commit is very useful to check your code before publishing it. It's configured using .pre-commit-config.yaml file.

By default it runs:

• black (formats your code);
• mypy (validates types);
• isort (sorts imports in all files);
• flake8 (spots possible bugs);

Migrations

If you want to migrate your database, you should run following commands:

# To run all migrations until the migration with revision_id.
alembic upgrade "<revision_id>"

# To perform all pending migrations.
alembic upgrade "head"

Reverting migrations

If you want to revert migrations, you should run:

# revert all migrations up to: revision_id.
alembic downgrade <revision_id>

# Revert everything.
 alembic downgrade base

Migration generation

To generate migrations you should run:

# For automatic change detection.
alembic revision --autogenerate

# For empty file generation.
alembic revision

Running tests

If you want to run it in docker, simply run:

docker-compose -f deploy/docker-compose.yml -f deploy/docker-compose.dev.yml --project-directory . run --build --rm api pytest -vv .
docker-compose -f deploy/docker-compose.yml -f deploy/docker-compose.dev.yml --project-directory . down

For running tests on your local machine.

1. you need to start a database.

I prefer doing it with docker:

docker run -p "5432:5432" -e "POSTGRES_PASSWORD=cv_copilot" -e "POSTGRES_USER=cv_copilot" -e "POSTGRES_DB=cv_copilot" postgres:13.8-bullseye

2. Run the pytest.

pytest -vv .