@Marvin how to i query for artifacts associated with a prefect flow?

To query artifacts associated with a flow run in Prefect, you can use the following approaches: 1. Prefect Artifacts API: Artifacts can be created and queried using the

create_link_artifact

function:

python
    from prefect import flow, task
    from prefect.artifacts import create_link_artifact

    @task
    def my_first_task():
        create_link_artifact(
            key="irregular-data",
            link="<https://nyc3.digitaloceanspaces.com/my-bucket-name/highly_variable_data.csv>",
            description="## Highly variable data",
        )

    @task
    def my_second_task():
        create_link_artifact(
            key="irregular-data",
            link="<https://nyc3.digitaloceanspaces.com/my-bucket-name/low_pred_data.csv>",
            description="# Low prediction accuracy",
        )

    @flow
    def my_flow():
        my_first_task()
        my_second_task()

    if __name__ == "__main__":
        my_flow()

After running the above flow, you can find your artifacts in the Artifacts page of the Prefect UI. More Information on Artifacts 2. Retrieving Artifacts via DBT Cloud: You can also retrieve artifacts using the

get_dbt_cloud_run_artifact

function:

python
    from prefect import flow
    from prefect_dbt.cloud import DbtCloudCredentials
    from <http://prefect_dbt.cloud.jobs|prefect_dbt.cloud.jobs> import get_dbt_cloud_run_artifact

    @flow
    def get_artifact_flow():
        credentials = DbtCloudCredentials(api_key="my_api_key", account_id=123456789)
        get_run_artifact_result = get_dbt_cloud_run_artifact(
            dbt_cloud_credentials=credentials,
            run_id=42,
            path="manifest.json"
        )
        with open("manifest.json", "w") as file:
            json.dump(get_run_artifact_result, file)

    if __name__ == "__main__":
        get_artifact_flow()

This retrieves the specified artifact (in this example,

manifest.json

) from DBT Cloud. More Information on DBT Cloud Artifacts For further details on querying artifacts directly, check out these resources: - Artifacts Overview - Using the Client Remember, if you face issues specific to your setup, searching through relevant GitHub issues can also help, such as this one. Let me know if you need further assistance.