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Prefect V3:

Local simple run prefect server:

docker run -p 4200:4200 -d prefecthq/prefect:3-latest -- prefect server start --host 0.0.0.0

Pre-requirement

uv sync --frozen

Lint

uv run pre-commit run --all-files as cli for coding conventions check

Deployment

configuration

create profile:
- profile.dev.toml
- profiles.prod.toml this one should be stored on server
declare profile to be used: export PREFECT_PROFILES_PATH=profile.dev.toml

deploy via prefetc.yaml file:

check which profile is used: prefect profile ls
uv run prefect deploy --prefect-file prefect.yaml --all

Reference

https://docs.prefect.io/v3/how-to-guides/