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Pipeline

Flowmotion's ML pipeline

Setup

Install pip modules

pip install -r requirements.txt

Setup Google Application Default credentials, which is needed to is needed to authenticate with the Firestore (eg. by setting GOOGLE_APPLICATION_CREDENTIALS env var.)

Usage

Running the ML PIpeline:

Run Pipeline

python pipeline.py

Contributing

Before pushing, ensure that you:

Format & Lint code

black . && isort . && ruff .

Run unit tests.

pytest -m "not integration"

Run integration tests. Requires GCP credentials.

pytest -m integration

A makefile is provided to make this easier. Just make.