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""" | ||
An example Airflow DAG that illustrates using the dbt build to run both models/seeds/sources and their respective tests. | ||
""" | ||
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import os | ||
from datetime import datetime | ||
from pathlib import Path | ||
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from cosmos import DbtDag, ProfileConfig, ProjectConfig, RenderConfig | ||
from cosmos.constants import TestBehavior | ||
from cosmos.profiles import PostgresUserPasswordProfileMapping | ||
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DEFAULT_DBT_ROOT_PATH = Path(__file__).parent / "dbt" | ||
DBT_ROOT_PATH = Path(os.getenv("DBT_ROOT_PATH", DEFAULT_DBT_ROOT_PATH)) | ||
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profile_config = ProfileConfig( | ||
profile_name="default", | ||
target_name="dev", | ||
profile_mapping=PostgresUserPasswordProfileMapping( | ||
conn_id="example_conn", | ||
profile_args={"schema": "public"}, | ||
disable_event_tracking=True, | ||
), | ||
) | ||
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# [START build_example] | ||
example_cosmos_dbt_build = DbtDag( | ||
# dbt/cosmos-specific parameters | ||
project_config=ProjectConfig( | ||
DBT_ROOT_PATH / "jaffle_shop", | ||
), | ||
render_config=RenderConfig( | ||
test_behavior=TestBehavior.BUILD, | ||
), | ||
profile_config=profile_config, | ||
operator_args={ | ||
"install_deps": True, # install any necessary dependencies before running any dbt command | ||
"full_refresh": True, # used only in dbt commands that support this flag | ||
}, | ||
# normal dag parameters | ||
schedule_interval="@daily", | ||
start_date=datetime(2023, 1, 1), | ||
catchup=False, | ||
dag_id="example_cosmos_dbt_build", | ||
default_args={"retries": 2}, | ||
) | ||
# [END build_example] |
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