Source code for airflow.providers.dbt.cloud.example_dags.example_dbt_cloud

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from datetime import datetime

from airflow.models import DAG, BaseOperator

try:
    from airflow.operators.empty import EmptyOperator
except ModuleNotFoundError:
    from airflow.operators.dummy import DummyOperator as EmptyOperator  # type: ignore
from airflow.providers.dbt.cloud.operators.dbt import (
    DbtCloudGetJobRunArtifactOperator,
    DbtCloudRunJobOperator,
)
from airflow.providers.dbt.cloud.sensors.dbt import DbtCloudJobRunSensor
from airflow.utils.edgemodifier import Label

with DAG(
    dag_id="example_dbt_cloud",
    default_args={"dbt_cloud_conn_id": "dbt", "account_id": 39151},
    start_date=datetime(2021, 1, 1),
    schedule_interval=None,
    catchup=False,
) as dag:
    begin = EmptyOperator(task_id="begin")
    end = EmptyOperator(task_id="end")

    # [START howto_operator_dbt_cloud_run_job]
    trigger_job_run1 = DbtCloudRunJobOperator(
        task_id="trigger_job_run1",
        job_id=48617,
        check_interval=10,
        timeout=300,
    )
    # [END howto_operator_dbt_cloud_run_job]

    # [START howto_operator_dbt_cloud_get_artifact]
    get_run_results_artifact: BaseOperator = DbtCloudGetJobRunArtifactOperator(
        task_id="get_run_results_artifact", run_id=trigger_job_run1.output, path="run_results.json"
    )
    # [END howto_operator_dbt_cloud_get_artifact]

    # [START howto_operator_dbt_cloud_run_job_async]
    trigger_job_run2 = DbtCloudRunJobOperator(
        task_id="trigger_job_run2",
        job_id=48617,
        wait_for_termination=False,
        additional_run_config={"threads_override": 8},
    )
    # [END howto_operator_dbt_cloud_run_job_async]

    # [START howto_operator_dbt_cloud_run_job_sensor]
    job_run_sensor: BaseOperator = DbtCloudJobRunSensor(
        task_id="job_run_sensor", run_id=trigger_job_run2.output, timeout=20
    )
    # [END howto_operator_dbt_cloud_run_job_sensor]

    begin >> Label("No async wait") >> trigger_job_run1
    begin >> Label("Do async wait with sensor") >> trigger_job_run2
    [get_run_results_artifact, job_run_sensor] >> end

    # Task dependency created via `XComArgs`:
    # trigger_job_run1 >> get_run_results_artifact
    # trigger_job_run2 >> job_run_sensor