223 строки
7.8 KiB
Python
223 строки
7.8 KiB
Python
# Generated via https://github.com/mozilla/bigquery-etl/blob/main/bigquery_etl/query_scheduling/generate_airflow_dags.py
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from airflow import DAG
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from airflow.operators.sensors import ExternalTaskSensor
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import datetime
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from utils.gcp import bigquery_etl_query, gke_command
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docs = """
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### bqetl_monitoring
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Built from bigquery-etl repo, [`dags/bqetl_monitoring.py`](https://github.com/mozilla/bigquery-etl/blob/main/dags/bqetl_monitoring.py)
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#### Description
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This DAG schedules queries and scripts for populating datasets
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used for monitoring of the data platform.
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#### Owner
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ascholtz@mozilla.com
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"""
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default_args = {
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"owner": "ascholtz@mozilla.com",
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"start_date": datetime.datetime(2018, 10, 30, 0, 0),
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"end_date": None,
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"email": ["ascholtz@mozilla.com"],
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"depends_on_past": False,
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"retry_delay": datetime.timedelta(seconds=1800),
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"email_on_failure": True,
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"email_on_retry": True,
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"retries": 2,
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}
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with DAG(
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"bqetl_monitoring",
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default_args=default_args,
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schedule_interval="0 2 * * *",
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doc_md=docs,
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) as dag:
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monitoring_derived__average_ping_sizes__v1 = gke_command(
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task_id="monitoring_derived__average_ping_sizes__v1",
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command=[
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"python",
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"sql/moz-fx-data-shared-prod/monitoring_derived/average_ping_sizes_v1/query.py",
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]
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+ ["--date", "{{ ds }}"],
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docker_image="gcr.io/moz-fx-data-airflow-prod-88e0/bigquery-etl:latest",
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owner="ascholtz@mozilla.com",
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email=["ascholtz@mozilla.com"],
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)
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monitoring_derived__bigquery_etl_scheduled_queries_cost__v1 = gke_command(
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task_id="monitoring_derived__bigquery_etl_scheduled_queries_cost__v1",
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command=[
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"python",
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"sql/moz-fx-data-shared-prod/monitoring_derived/bigquery_etl_scheduled_queries_cost_v1/query.py",
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]
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+ ["--date", "{{ ds }}"],
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docker_image="gcr.io/moz-fx-data-airflow-prod-88e0/bigquery-etl:latest",
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owner="ascholtz@mozilla.com",
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email=["ascholtz@mozilla.com"],
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)
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monitoring_derived__bigquery_etl_scheduled_query_usage__v1 = gke_command(
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task_id="monitoring_derived__bigquery_etl_scheduled_query_usage__v1",
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command=[
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"python",
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"sql/moz-fx-data-shared-prod/monitoring_derived/bigquery_etl_scheduled_query_usage_v1/query.py",
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]
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+ ["--date", "{{ ds }}"],
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docker_image="gcr.io/moz-fx-data-airflow-prod-88e0/bigquery-etl:latest",
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owner="ascholtz@mozilla.com",
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email=["ascholtz@mozilla.com"],
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)
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monitoring_derived__column_size__v1 = gke_command(
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task_id="monitoring_derived__column_size__v1",
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command=[
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"python",
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"sql/moz-fx-data-shared-prod/monitoring_derived/column_size_v1/query.py",
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]
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+ ["--date", "{{ ds }}"],
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docker_image="gcr.io/moz-fx-data-airflow-prod-88e0/bigquery-etl:latest",
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owner="ascholtz@mozilla.com",
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email=["ascholtz@mozilla.com"],
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)
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monitoring_derived__schema_error_counts__v2 = bigquery_etl_query(
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task_id="monitoring_derived__schema_error_counts__v2",
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destination_table="schema_error_counts_v2",
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dataset_id="monitoring_derived",
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project_id="moz-fx-data-shared-prod",
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owner="amiyaguchi@mozilla.com",
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email=["amiyaguchi@mozilla.com", "ascholtz@mozilla.com"],
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date_partition_parameter="submission_date",
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depends_on_past=False,
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dag=dag,
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)
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monitoring_derived__stable_table_sizes__v1 = gke_command(
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task_id="monitoring_derived__stable_table_sizes__v1",
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command=[
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"python",
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"sql/moz-fx-data-shared-prod/monitoring_derived/stable_table_sizes_v1/query.py",
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]
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+ ["--date", "{{ ds }}"],
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docker_image="gcr.io/moz-fx-data-airflow-prod-88e0/bigquery-etl:latest",
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owner="ascholtz@mozilla.com",
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email=["ascholtz@mozilla.com"],
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)
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monitoring_derived__structured_distinct_docids__v1 = gke_command(
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task_id="monitoring_derived__structured_distinct_docids__v1",
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command=[
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"python",
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"sql/moz-fx-data-shared-prod/monitoring_derived/structured_distinct_docids_v1/query.py",
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]
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+ ["--date", "{{ ds }}"],
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docker_image="gcr.io/moz-fx-data-airflow-prod-88e0/bigquery-etl:latest",
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owner="bewu@mozilla.com",
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email=["ascholtz@mozilla.com", "bewu@mozilla.com"],
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)
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monitoring_derived__structured_missing_columns__v1 = gke_command(
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task_id="monitoring_derived__structured_missing_columns__v1",
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command=[
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"python",
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"sql/moz-fx-data-shared-prod/monitoring_derived/structured_missing_columns_v1/query.py",
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]
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+ ["--date", "{{ ds }}"],
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docker_image="gcr.io/moz-fx-data-airflow-prod-88e0/bigquery-etl:latest",
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owner="amiyaguchi@mozilla.com",
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email=["amiyaguchi@mozilla.com", "ascholtz@mozilla.com"],
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)
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monitoring_derived__telemetry_distinct_docids__v1 = bigquery_etl_query(
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task_id="monitoring_derived__telemetry_distinct_docids__v1",
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destination_table="telemetry_distinct_docids_v1",
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dataset_id="monitoring_derived",
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project_id="moz-fx-data-shared-prod",
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owner="bewu@mozilla.com",
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email=["ascholtz@mozilla.com", "bewu@mozilla.com"],
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date_partition_parameter="submission_date",
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depends_on_past=False,
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dag=dag,
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)
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monitoring_derived__telemetry_missing_columns__v3 = bigquery_etl_query(
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task_id="monitoring_derived__telemetry_missing_columns__v3",
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destination_table="telemetry_missing_columns_v3",
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dataset_id="monitoring_derived",
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project_id="moz-fx-data-shared-prod",
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owner="amiyaguchi@mozilla.com",
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email=["amiyaguchi@mozilla.com", "ascholtz@mozilla.com"],
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date_partition_parameter="submission_date",
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depends_on_past=False,
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dag=dag,
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)
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wait_for_copy_deduplicate_all = ExternalTaskSensor(
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task_id="wait_for_copy_deduplicate_all",
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external_dag_id="copy_deduplicate",
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external_task_id="copy_deduplicate_all",
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execution_delta=datetime.timedelta(seconds=3600),
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check_existence=True,
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mode="reschedule",
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pool="DATA_ENG_EXTERNALTASKSENSOR",
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)
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monitoring_derived__average_ping_sizes__v1.set_upstream(
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wait_for_copy_deduplicate_all
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)
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monitoring_derived__average_ping_sizes__v1.set_upstream(
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monitoring_derived__stable_table_sizes__v1
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)
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wait_for_copy_deduplicate_main_ping = ExternalTaskSensor(
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task_id="wait_for_copy_deduplicate_main_ping",
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external_dag_id="copy_deduplicate",
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external_task_id="copy_deduplicate_main_ping",
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execution_delta=datetime.timedelta(seconds=3600),
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check_existence=True,
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mode="reschedule",
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pool="DATA_ENG_EXTERNALTASKSENSOR",
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)
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monitoring_derived__column_size__v1.set_upstream(
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wait_for_copy_deduplicate_main_ping
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)
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monitoring_derived__stable_table_sizes__v1.set_upstream(
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wait_for_copy_deduplicate_all
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)
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monitoring_derived__stable_table_sizes__v1.set_upstream(
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wait_for_copy_deduplicate_main_ping
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)
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monitoring_derived__structured_distinct_docids__v1.set_upstream(
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wait_for_copy_deduplicate_all
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)
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monitoring_derived__structured_distinct_docids__v1.set_upstream(
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wait_for_copy_deduplicate_main_ping
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)
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monitoring_derived__structured_missing_columns__v1.set_upstream(
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wait_for_copy_deduplicate_all
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)
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monitoring_derived__telemetry_distinct_docids__v1.set_upstream(
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wait_for_copy_deduplicate_all
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)
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monitoring_derived__telemetry_distinct_docids__v1.set_upstream(
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wait_for_copy_deduplicate_main_ping
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)
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monitoring_derived__telemetry_missing_columns__v3.set_upstream(
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wait_for_copy_deduplicate_all
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)
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