520 строки
21 KiB
Python
520 строки
21 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.sensors.external_task import ExternalTaskMarker
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from airflow.sensors.external_task import ExternalTaskSensor
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from airflow.utils.task_group import TaskGroup
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import datetime
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from utils.constants import ALLOWED_STATES, FAILED_STATES
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from utils.gcp import bigquery_etl_query, gke_command, bigquery_dq_check
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docs = """
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### bqetl_fxa_events
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Built from bigquery-etl repo, [`dags/bqetl_fxa_events.py`](https://github.com/mozilla/bigquery-etl/blob/main/dags/bqetl_fxa_events.py)
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#### Description
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Copies data from a Firefox Accounts (FxA) project. Those source tables
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are populated via Cloud Logging (Stackdriver). We hash various fields
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as part of the import.
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The DAG also provides daily aggregations on top of the raw log data,
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which eventually power high-level reporting about FxA usage.
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Tasks here have occasionally failed due to incompatible schema changes
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in the tables populated by Cloud Logging.
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See https://github.com/mozilla/bigquery-etl/issues/1684 for an example
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mitigation.
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#### Owner
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dthorn@mozilla.com
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"""
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default_args = {
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"owner": "dthorn@mozilla.com",
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"start_date": datetime.datetime(2019, 3, 1, 0, 0),
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"end_date": None,
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"email": ["telemetry-alerts@mozilla.com", "dthorn@mozilla.com"],
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"depends_on_past": False,
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"retry_delay": datetime.timedelta(seconds=600),
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"email_on_failure": True,
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"email_on_retry": True,
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"retries": 1,
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}
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tags = ["impact/tier_1", "repo/bigquery-etl"]
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with DAG(
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"bqetl_fxa_events",
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default_args=default_args,
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schedule_interval="30 1 * * *",
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doc_md=docs,
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tags=tags,
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) as dag:
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docker_fxa_admin_server_v1 = bigquery_etl_query(
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task_id="docker_fxa_admin_server_v1",
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destination_table="docker_fxa_admin_server_sanitized_v1",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
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owner="frank@mozilla.com",
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email=[
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"dthorn@mozilla.com",
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"frank@mozilla.com",
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"telemetry-alerts@mozilla.com",
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],
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date_partition_parameter="submission_date",
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depends_on_past=False,
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arguments=["--schema_update_option=ALLOW_FIELD_ADDITION"],
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)
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firefox_accounts_derived__docker_fxa_customs_sanitized__v1 = bigquery_etl_query(
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task_id="firefox_accounts_derived__docker_fxa_customs_sanitized__v1",
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destination_table="docker_fxa_customs_sanitized_v1",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
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owner="frank@mozilla.com",
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email=[
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"dthorn@mozilla.com",
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"frank@mozilla.com",
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"telemetry-alerts@mozilla.com",
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],
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date_partition_parameter="submission_date",
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depends_on_past=False,
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arguments=["--schema_update_option=ALLOW_FIELD_ADDITION"],
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)
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firefox_accounts_derived__exact_mau28__v1 = bigquery_etl_query(
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task_id="firefox_accounts_derived__exact_mau28__v1",
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destination_table="exact_mau28_v1",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
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owner="dthorn@mozilla.com",
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email=["dthorn@mozilla.com", "telemetry-alerts@mozilla.com"],
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date_partition_parameter="submission_date",
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depends_on_past=False,
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)
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firefox_accounts_derived__fxa_auth_events__v1 = bigquery_etl_query(
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task_id="firefox_accounts_derived__fxa_auth_events__v1",
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destination_table="fxa_auth_events_v1",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
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owner="dthorn@mozilla.com",
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email=["dthorn@mozilla.com", "telemetry-alerts@mozilla.com"],
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date_partition_parameter="submission_date",
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depends_on_past=False,
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arguments=["--schema_update_option=ALLOW_FIELD_ADDITION"],
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)
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with TaskGroup(
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"firefox_accounts_derived__fxa_auth_events__v1_external"
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) as firefox_accounts_derived__fxa_auth_events__v1_external:
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ExternalTaskMarker(
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task_id="bqetl_subplat__wait_for_firefox_accounts_derived__fxa_auth_events__v1",
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external_dag_id="bqetl_subplat",
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external_task_id="wait_for_firefox_accounts_derived__fxa_auth_events__v1",
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execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=85500)).isoformat() }}",
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)
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ExternalTaskMarker(
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task_id="bqetl_event_rollup__wait_for_firefox_accounts_derived__fxa_auth_events__v1",
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external_dag_id="bqetl_event_rollup",
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external_task_id="wait_for_firefox_accounts_derived__fxa_auth_events__v1",
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execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=81000)).isoformat() }}",
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)
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firefox_accounts_derived__fxa_auth_events__v1_external.set_upstream(
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firefox_accounts_derived__fxa_auth_events__v1
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)
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firefox_accounts_derived__fxa_content_events__v1 = bigquery_etl_query(
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task_id="firefox_accounts_derived__fxa_content_events__v1",
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destination_table="fxa_content_events_v1",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
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owner="dthorn@mozilla.com",
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email=["dthorn@mozilla.com", "telemetry-alerts@mozilla.com"],
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date_partition_parameter="submission_date",
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depends_on_past=False,
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arguments=["--schema_update_option=ALLOW_FIELD_ADDITION"],
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)
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with TaskGroup(
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"firefox_accounts_derived__fxa_content_events__v1_external"
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) as firefox_accounts_derived__fxa_content_events__v1_external:
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ExternalTaskMarker(
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task_id="bqetl_subplat__wait_for_firefox_accounts_derived__fxa_content_events__v1",
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external_dag_id="bqetl_subplat",
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external_task_id="wait_for_firefox_accounts_derived__fxa_content_events__v1",
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execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=85500)).isoformat() }}",
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)
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ExternalTaskMarker(
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task_id="bqetl_event_rollup__wait_for_firefox_accounts_derived__fxa_content_events__v1",
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external_dag_id="bqetl_event_rollup",
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external_task_id="wait_for_firefox_accounts_derived__fxa_content_events__v1",
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execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=81000)).isoformat() }}",
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)
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firefox_accounts_derived__fxa_content_events__v1_external.set_upstream(
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firefox_accounts_derived__fxa_content_events__v1
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)
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firefox_accounts_derived__fxa_delete_events__v1 = bigquery_etl_query(
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task_id="firefox_accounts_derived__fxa_delete_events__v1",
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destination_table="fxa_delete_events_v1",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
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owner="dthorn@mozilla.com",
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email=["dthorn@mozilla.com", "telemetry-alerts@mozilla.com"],
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date_partition_parameter="submission_date",
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depends_on_past=False,
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)
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firefox_accounts_derived__fxa_log_auth_events__v1 = bigquery_etl_query(
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task_id="firefox_accounts_derived__fxa_log_auth_events__v1",
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destination_table="fxa_log_auth_events_v1",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
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owner="dthorn@mozilla.com",
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email=["dthorn@mozilla.com", "telemetry-alerts@mozilla.com"],
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date_partition_parameter="submission_date",
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depends_on_past=False,
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)
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firefox_accounts_derived__fxa_log_content_events__v1 = bigquery_etl_query(
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task_id="firefox_accounts_derived__fxa_log_content_events__v1",
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destination_table="fxa_log_content_events_v1",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
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owner="dthorn@mozilla.com",
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email=["dthorn@mozilla.com", "telemetry-alerts@mozilla.com"],
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date_partition_parameter="submission_date",
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depends_on_past=False,
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)
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firefox_accounts_derived__fxa_log_device_command_events__v1 = bigquery_etl_query(
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task_id="firefox_accounts_derived__fxa_log_device_command_events__v1",
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destination_table="fxa_log_device_command_events_v1",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
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owner="dthorn@mozilla.com",
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email=["dthorn@mozilla.com", "telemetry-alerts@mozilla.com"],
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date_partition_parameter="submission_date",
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depends_on_past=False,
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)
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firefox_accounts_derived__fxa_stdout_events__v1 = bigquery_etl_query(
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task_id="firefox_accounts_derived__fxa_stdout_events__v1",
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destination_table="fxa_stdout_events_v1",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
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owner="dthorn@mozilla.com",
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email=["dthorn@mozilla.com", "telemetry-alerts@mozilla.com"],
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date_partition_parameter="submission_date",
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depends_on_past=False,
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arguments=["--schema_update_option=ALLOW_FIELD_ADDITION"],
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)
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with TaskGroup(
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"firefox_accounts_derived__fxa_stdout_events__v1_external"
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) as firefox_accounts_derived__fxa_stdout_events__v1_external:
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ExternalTaskMarker(
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task_id="bqetl_subplat__wait_for_firefox_accounts_derived__fxa_stdout_events__v1",
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external_dag_id="bqetl_subplat",
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external_task_id="wait_for_firefox_accounts_derived__fxa_stdout_events__v1",
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execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=85500)).isoformat() }}",
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)
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ExternalTaskMarker(
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task_id="bqetl_event_rollup__wait_for_firefox_accounts_derived__fxa_stdout_events__v1",
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external_dag_id="bqetl_event_rollup",
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external_task_id="wait_for_firefox_accounts_derived__fxa_stdout_events__v1",
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execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=81000)).isoformat() }}",
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)
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firefox_accounts_derived__fxa_stdout_events__v1_external.set_upstream(
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firefox_accounts_derived__fxa_stdout_events__v1
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)
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firefox_accounts_derived__fxa_users_daily__v1 = bigquery_etl_query(
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task_id="firefox_accounts_derived__fxa_users_daily__v1",
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destination_table="fxa_users_daily_v1",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
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owner="kignasiak@mozilla.com",
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email=[
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"dthorn@mozilla.com",
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"kignasiak@mozilla.com",
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"telemetry-alerts@mozilla.com",
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],
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date_partition_parameter="submission_date",
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depends_on_past=False,
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)
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firefox_accounts_derived__fxa_users_first_seen__v1 = bigquery_etl_query(
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task_id="firefox_accounts_derived__fxa_users_first_seen__v1",
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destination_table="fxa_users_first_seen_v1",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
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owner="frank@mozilla.com",
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email=[
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"dthorn@mozilla.com",
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"frank@mozilla.com",
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"telemetry-alerts@mozilla.com",
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],
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start_date=datetime.datetime(2021, 7, 9, 0, 0),
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date_partition_parameter=None,
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depends_on_past=True,
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parameters=["submission_date:DATE:{{ds}}"],
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priority_weight=80,
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)
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firefox_accounts_derived__fxa_users_last_seen__v1 = bigquery_etl_query(
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task_id="firefox_accounts_derived__fxa_users_last_seen__v1",
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destination_table="fxa_users_last_seen_v1",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
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owner="kignasiak@mozilla.com",
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email=[
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"dthorn@mozilla.com",
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"kignasiak@mozilla.com",
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"telemetry-alerts@mozilla.com",
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],
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start_date=datetime.datetime(2019, 4, 23, 0, 0),
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date_partition_parameter="submission_date",
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depends_on_past=True,
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)
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with TaskGroup(
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"firefox_accounts_derived__fxa_users_last_seen__v1_external"
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) as firefox_accounts_derived__fxa_users_last_seen__v1_external:
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ExternalTaskMarker(
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task_id="bqetl_gud__wait_for_firefox_accounts_derived__fxa_users_last_seen__v1",
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external_dag_id="bqetl_gud",
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external_task_id="wait_for_firefox_accounts_derived__fxa_users_last_seen__v1",
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execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=81000)).isoformat() }}",
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)
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firefox_accounts_derived__fxa_users_last_seen__v1_external.set_upstream(
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firefox_accounts_derived__fxa_users_last_seen__v1
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)
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firefox_accounts_derived__fxa_users_services_daily__v1 = bigquery_etl_query(
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task_id="firefox_accounts_derived__fxa_users_services_daily__v1",
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destination_table="fxa_users_services_daily_v1",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
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owner="dthorn@mozilla.com",
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email=["dthorn@mozilla.com", "telemetry-alerts@mozilla.com"],
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date_partition_parameter="submission_date",
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depends_on_past=False,
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)
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firefox_accounts_derived__fxa_users_services_daily__v2 = bigquery_etl_query(
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task_id="firefox_accounts_derived__fxa_users_services_daily__v2",
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destination_table="fxa_users_services_daily_v2",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
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owner="kignasiak@mozilla.com",
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email=[
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"dthorn@mozilla.com",
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"kignasiak@mozilla.com",
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"telemetry-alerts@mozilla.com",
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],
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date_partition_parameter="submission_date",
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depends_on_past=False,
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)
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firefox_accounts_derived__fxa_users_services_devices_daily__v1 = bigquery_etl_query(
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task_id="firefox_accounts_derived__fxa_users_services_devices_daily__v1",
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destination_table="fxa_users_services_devices_daily_v1",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
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owner="kignasiak@mozilla.com",
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email=[
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"dthorn@mozilla.com",
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"kignasiak@mozilla.com",
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"telemetry-alerts@mozilla.com",
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],
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date_partition_parameter="submission_date",
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depends_on_past=False,
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)
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firefox_accounts_derived__fxa_users_services_devices_first_seen__v1 = bigquery_etl_query(
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task_id="firefox_accounts_derived__fxa_users_services_devices_first_seen__v1",
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destination_table="fxa_users_services_devices_first_seen_v1",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
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owner="kignasiak@mozilla.com",
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email=[
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"dthorn@mozilla.com",
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"kignasiak@mozilla.com",
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"telemetry-alerts@mozilla.com",
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],
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date_partition_parameter="submission_date",
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depends_on_past=True,
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)
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firefox_accounts_derived__fxa_users_services_devices_last_seen__v1 = bigquery_etl_query(
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task_id="firefox_accounts_derived__fxa_users_services_devices_last_seen__v1",
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destination_table="fxa_users_services_devices_last_seen_v1",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
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owner="kignasiak@mozilla.com",
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email=[
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"dthorn@mozilla.com",
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"kignasiak@mozilla.com",
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"telemetry-alerts@mozilla.com",
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],
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date_partition_parameter="submission_date",
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depends_on_past=True,
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)
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firefox_accounts_derived__fxa_users_services_first_seen__v2 = bigquery_etl_query(
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task_id="firefox_accounts_derived__fxa_users_services_first_seen__v2",
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destination_table="fxa_users_services_first_seen_v2",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
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owner="kignasiak@mozilla.com",
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email=[
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"dthorn@mozilla.com",
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"kignasiak@mozilla.com",
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"telemetry-alerts@mozilla.com",
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],
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date_partition_parameter="submission_date",
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depends_on_past=False,
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)
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firefox_accounts_derived__nonprod_fxa_auth_events__v1 = bigquery_etl_query(
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task_id="firefox_accounts_derived__nonprod_fxa_auth_events__v1",
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destination_table="nonprod_fxa_auth_events_v1",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
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owner="dthorn@mozilla.com",
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email=["dthorn@mozilla.com", "telemetry-alerts@mozilla.com"],
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date_partition_parameter="submission_date",
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depends_on_past=False,
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arguments=["--schema_update_option=ALLOW_FIELD_ADDITION"],
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)
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firefox_accounts_derived__nonprod_fxa_content_events__v1 = bigquery_etl_query(
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task_id="firefox_accounts_derived__nonprod_fxa_content_events__v1",
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destination_table="nonprod_fxa_content_events_v1",
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dataset_id="firefox_accounts_derived",
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project_id="moz-fx-data-shared-prod",
|
|
owner="dthorn@mozilla.com",
|
|
email=["dthorn@mozilla.com", "telemetry-alerts@mozilla.com"],
|
|
date_partition_parameter="submission_date",
|
|
depends_on_past=False,
|
|
arguments=["--schema_update_option=ALLOW_FIELD_ADDITION"],
|
|
)
|
|
|
|
firefox_accounts_derived__nonprod_fxa_server_events__v1 = bigquery_etl_query(
|
|
task_id="firefox_accounts_derived__nonprod_fxa_server_events__v1",
|
|
destination_table="nonprod_fxa_server_events_v1",
|
|
dataset_id="firefox_accounts_derived",
|
|
project_id="moz-fx-data-shared-prod",
|
|
owner="kik@mozilla.com",
|
|
email=["dthorn@mozilla.com", "kik@mozilla.com", "telemetry-alerts@mozilla.com"],
|
|
start_date=datetime.datetime(2023, 5, 26, 0, 0),
|
|
date_partition_parameter="submission_date",
|
|
depends_on_past=False,
|
|
arguments=["--schema_update_option=ALLOW_FIELD_ADDITION"],
|
|
)
|
|
|
|
firefox_accounts_derived__nonprod_fxa_stdout_events__v1 = bigquery_etl_query(
|
|
task_id="firefox_accounts_derived__nonprod_fxa_stdout_events__v1",
|
|
destination_table="nonprod_fxa_stdout_events_v1",
|
|
dataset_id="firefox_accounts_derived",
|
|
project_id="moz-fx-data-shared-prod",
|
|
owner="dthorn@mozilla.com",
|
|
email=["dthorn@mozilla.com", "telemetry-alerts@mozilla.com"],
|
|
date_partition_parameter="submission_date",
|
|
depends_on_past=False,
|
|
arguments=["--schema_update_option=ALLOW_FIELD_ADDITION"],
|
|
)
|
|
|
|
firefox_accounts_derived__exact_mau28__v1.set_upstream(
|
|
firefox_accounts_derived__fxa_users_last_seen__v1
|
|
)
|
|
|
|
firefox_accounts_derived__fxa_users_daily__v1.set_upstream(
|
|
firefox_accounts_derived__fxa_auth_events__v1
|
|
)
|
|
|
|
firefox_accounts_derived__fxa_users_daily__v1.set_upstream(
|
|
firefox_accounts_derived__fxa_content_events__v1
|
|
)
|
|
|
|
firefox_accounts_derived__fxa_users_daily__v1.set_upstream(
|
|
firefox_accounts_derived__fxa_stdout_events__v1
|
|
)
|
|
|
|
firefox_accounts_derived__fxa_users_first_seen__v1.set_upstream(
|
|
firefox_accounts_derived__fxa_auth_events__v1
|
|
)
|
|
|
|
firefox_accounts_derived__fxa_users_first_seen__v1.set_upstream(
|
|
firefox_accounts_derived__fxa_content_events__v1
|
|
)
|
|
|
|
firefox_accounts_derived__fxa_users_first_seen__v1.set_upstream(
|
|
firefox_accounts_derived__fxa_stdout_events__v1
|
|
)
|
|
|
|
firefox_accounts_derived__fxa_users_last_seen__v1.set_upstream(
|
|
firefox_accounts_derived__fxa_users_daily__v1
|
|
)
|
|
|
|
firefox_accounts_derived__fxa_users_services_daily__v1.set_upstream(
|
|
firefox_accounts_derived__fxa_auth_events__v1
|
|
)
|
|
|
|
firefox_accounts_derived__fxa_users_services_daily__v1.set_upstream(
|
|
firefox_accounts_derived__fxa_content_events__v1
|
|
)
|
|
|
|
firefox_accounts_derived__fxa_users_services_daily__v1.set_upstream(
|
|
firefox_accounts_derived__fxa_stdout_events__v1
|
|
)
|
|
|
|
firefox_accounts_derived__fxa_users_services_daily__v2.set_upstream(
|
|
firefox_accounts_derived__fxa_auth_events__v1
|
|
)
|
|
|
|
firefox_accounts_derived__fxa_users_services_daily__v2.set_upstream(
|
|
firefox_accounts_derived__fxa_content_events__v1
|
|
)
|
|
|
|
firefox_accounts_derived__fxa_users_services_daily__v2.set_upstream(
|
|
firefox_accounts_derived__fxa_stdout_events__v1
|
|
)
|
|
|
|
firefox_accounts_derived__fxa_users_services_devices_daily__v1.set_upstream(
|
|
firefox_accounts_derived__fxa_auth_events__v1
|
|
)
|
|
|
|
firefox_accounts_derived__fxa_users_services_devices_daily__v1.set_upstream(
|
|
firefox_accounts_derived__fxa_content_events__v1
|
|
)
|
|
|
|
firefox_accounts_derived__fxa_users_services_devices_daily__v1.set_upstream(
|
|
firefox_accounts_derived__fxa_stdout_events__v1
|
|
)
|
|
|
|
firefox_accounts_derived__fxa_users_services_devices_first_seen__v1.set_upstream(
|
|
firefox_accounts_derived__fxa_users_services_devices_daily__v1
|
|
)
|
|
|
|
firefox_accounts_derived__fxa_users_services_devices_last_seen__v1.set_upstream(
|
|
firefox_accounts_derived__fxa_users_services_devices_daily__v1
|
|
)
|
|
|
|
firefox_accounts_derived__fxa_users_services_first_seen__v2.set_upstream(
|
|
firefox_accounts_derived__fxa_users_services_daily__v2
|
|
)
|