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Adding Airflow example for circuit breakers
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38 changes: 38 additions & 0 deletions
38
...ples/airflow/circuit_breaker/long_tail_companion/01-operation/ecommerce/snowflake_load.py
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import pendulum | ||
from airflow.models import DAG | ||
from airflow.operators.bash import BashOperator | ||
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from datahub.api.graphql.operation import Operation | ||
from datahub_provider.entities import Dataset | ||
from datahub_provider.hooks.datahub import DatahubRestHook | ||
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dag = DAG( | ||
dag_id="snowflake_load", | ||
start_date=pendulum.datetime(2021, 1, 1, tz="UTC"), | ||
schedule_interval="0 0 * * *", | ||
catchup=False, | ||
) | ||
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# NEW - OPERATION PUSH | ||
def report_operation(context): | ||
hook: DatahubRestHook = DatahubRestHook("datahub_longtail") | ||
host, password, timeout_sec = hook._get_config() | ||
reporter = Operation(datahub_host=host, datahub_token=password, timeout=timeout_sec) | ||
task = context["ti"].task | ||
for outlet in task._outlets: | ||
print(f"Reporting insert operation for {outlet.urn}") | ||
reporter.report_operation( | ||
urn=outlet.urn, operation_type="INSERT", num_affected_rows=123 | ||
) | ||
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# NEW - OPERATION PUSH | ||
pet_profiles_load = BashOperator( | ||
task_id="load_s3_adoption_pet_profiles", | ||
dag=dag, | ||
inlets=[Dataset("s3", "longtail-core-data/mongo/adoption/pet_profiles")], | ||
outlets=[Dataset("snowflake", "long_tail_companions.adoption.pet_profiles")], | ||
bash_command="echo Dummy Task", | ||
on_success_callback=report_operation, | ||
) |
36 changes: 36 additions & 0 deletions
36
...xamples/airflow/circuit_breaker/long_tail_companion/01-operation/marketing/send_emails.py
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import datetime | ||
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import pendulum | ||
from airflow.models import DAG | ||
from airflow.operators.bash import BashOperator | ||
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from datahub_provider.entities import Dataset | ||
from datahub_provider.operators.datahub_operation_sensor import ( | ||
DatahubOperationCircuitBreakerSensor, | ||
) | ||
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dag = DAG( | ||
dag_id="marketing-send_emails", | ||
start_date=pendulum.datetime(2021, 1, 1, tz="UTC"), | ||
schedule_interval="0 0 * * *", | ||
catchup=False, | ||
) | ||
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# New Datahub Operation Circuit Breaker Sensor | ||
pet_profiles_operation_sensor = DatahubOperationCircuitBreakerSensor( | ||
task_id="pet_profiles_operation_sensor", | ||
datahub_rest_conn_id="datahub_longtail", | ||
urn=[ | ||
"urn:li:dataset:(urn:li:dataPlatform:snowflake,long_tail_companions.adoption.pet_profiles,PROD)" | ||
], | ||
time_delta=datetime.timedelta(minutes=10), | ||
) | ||
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send_email = BashOperator( | ||
task_id="send_emails", | ||
dag=dag, | ||
inlets=[Dataset("snowflake", "long_tail_companions.adoption.pet_profiles")], | ||
bash_command="echo Dummy Task", | ||
) | ||
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pet_profiles_operation_sensor.set_downstream(send_email) |
42 changes: 42 additions & 0 deletions
42
...ples/airflow/circuit_breaker/long_tail_companion/02-assertion/ecommerce/snowflake_load.py
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import pendulum | ||
from airflow.models import DAG | ||
from airflow.operators.bash import BashOperator | ||
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from datahub.api.graphql.operation import Operation | ||
from datahub_provider.entities import Dataset | ||
from datahub_provider.hooks.datahub import DatahubRestHook | ||
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dag = DAG( | ||
dag_id="snowflake_load", | ||
start_date=pendulum.datetime(2021, 1, 1, tz="UTC"), | ||
schedule_interval="0 0 * * *", | ||
catchup=False, | ||
) | ||
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def report_operation(context): | ||
hook: DatahubRestHook = DatahubRestHook("datahub_longtail") | ||
host, password, timeout_sec = hook._get_config() | ||
reporter = Operation(datahub_host=host, datahub_token=password, timeout=timeout_sec) | ||
task = context["ti"].task | ||
for inlet in task._outlets: | ||
reporter.report_operation(urn=inlet.urn, operation_type="INSERT") | ||
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pet_profiles_load = BashOperator( | ||
task_id="load_s3_adoption_pet_profiles", | ||
dag=dag, | ||
inlets=[Dataset("s3", "longtail-core-data/mongo/adoption/pet_profiles")], | ||
outlets=[Dataset("snowflake", "long_tail_companions.adoption.pet_profiles")], | ||
bash_command="echo Dummy Task", | ||
on_success_callback=report_operation, | ||
) | ||
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# NEW RUNNING GE ASSERTION | ||
run_ge_tests = BashOperator( | ||
task_id="pet_profiles_ge_tests_run", | ||
inlets=[Dataset("snowflake", "long_tail_companions.adoption.pet_profiles")], | ||
bash_command="echo /usr/local/airflow/.local/bin/great_expectations checkpoint run pet_profiles", | ||
) | ||
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pet_profiles_load.set_downstream(run_ge_tests) |
50 changes: 50 additions & 0 deletions
50
...xamples/airflow/circuit_breaker/long_tail_companion/02-assertion/marketing/send_emails.py
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import datetime | ||
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||
import pendulum | ||
from airflow.models import DAG | ||
from airflow.operators.bash import BashOperator | ||
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from datahub_provider.entities import Dataset | ||
from datahub_provider.operators.datahub_assertion_operator import ( | ||
DatahubAssertionOperator, | ||
) | ||
from datahub_provider.operators.datahub_operation_sensor import ( | ||
DatahubOperationCircuitBreakerSensor, | ||
) | ||
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dag = DAG( | ||
dag_id="marketing-send_emails", | ||
start_date=pendulum.datetime(2021, 1, 1, tz="UTC"), | ||
schedule_interval="0 0 * * *", | ||
catchup=False, | ||
) | ||
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items_operation_sensor = DatahubOperationCircuitBreakerSensor( | ||
dag=dag, | ||
task_id="pet_profiles_operation_sensor", | ||
datahub_rest_conn_id="datahub_longtail", | ||
urn=[ | ||
"urn:li:dataset:(urn:li:dataPlatform:snowflake,long_tail_companions.adoption.pet_profiles,PROD)" | ||
], | ||
time_delta=datetime.timedelta(days=1), | ||
) | ||
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# NEW ASSERTION OPERATOR | ||
assertion_circuit_breaker = DatahubAssertionOperator( | ||
task_id="pet_profiles_assertion_circuit_breaker", | ||
datahub_rest_conn_id="datahub_longtail", | ||
urn=[ | ||
"urn:li:dataset:(urn:li:dataPlatform:snowflake,long_tail_companions.adoption.pet_profiles,PROD)" | ||
], | ||
check_last_assertion_time=True, | ||
) | ||
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send_email = BashOperator( | ||
task_id="send_emails", | ||
dag=dag, | ||
inlets=[Dataset("snowflake", "long_tail_companions.adoption.pet_profiles")], | ||
bash_command="echo Dummy Task", | ||
) | ||
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items_operation_sensor.set_downstream(assertion_circuit_breaker) | ||
assertion_circuit_breaker.set_downstream(send_email) |