prefect-gcp is a collection of prebuilt Prefect tasks that can be used to quickly construct Prefect flows.
Requires an installation of Python 3.7+.
We recommend using a Python virtual environment manager such as pipenv, conda or virtualenv.
These tasks are designed to work with Prefect 2.0. For more information about how to use Prefect, please refer to the Prefect documentation.
pip install prefect-gcp
To use Cloud Storage:
pip install "prefect-gcp[cloud_storage]"
To use BigQuery:
pip install "prefect-gcp[bigquery]"
To use Secret Manager:
pip install "prefect-gcp[secret_manager]"
Write and run a flow
from prefect import flow from prefect_gcp import GcpCredentials from prefect_gcp.cloud_storage import cloud_storage_download_blob @flow() def example_cloud_storage_download_blob_flow(): gcp_credentials = GcpCredentials( service_account_file="/path/to/service/account/keyfile.json") contents = cloud_storage_download_blob("bucket", "blob", gcp_credentials) return contents example_cloud_storage_download_blob_flow()
If you encounter and bugs while using
prefect-gcp, feel free to open an issue in the prefect-gcp repository.
If you'd like to install a version of
prefect-gcp for development, clone the repository and perform an editable install with
git clone https://github.com/PrefectHQ/prefect-gcp.git cd prefect-gcp/ pip install -e ".[dev]" # Install linting pre-commit hooks pre-commit install