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Added DAG to replicate BCTS LRM data
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from airflow import DAG | ||
from pendulum import datetime | ||
from kubernetes import client | ||
from airflow.providers.cncf.kubernetes.operators.pod import KubernetesPodOperator | ||
from airflow.providers.cncf.kubernetes.secret import Secret | ||
from datetime import timedelta | ||
import os | ||
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LOB = 'lrm' | ||
# For local development environment. | ||
ENV = os.getenv("AIRFLOW_ENV") | ||
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ods_secrets = Secret("env", None, f"{LOB}-ods-database") | ||
lob_secrets = Secret("env", None, f"{LOB}-database") | ||
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if ENV == 'LOCAL': | ||
default_args = { | ||
'owner': 'PMT', | ||
"email": ["[email protected]"], | ||
'retries': 1, | ||
'retry_delay': timedelta(minutes=5), | ||
"email_on_failure": False, # No alerts in local environment | ||
"email_on_retry": False, | ||
} | ||
else: | ||
default_args = { | ||
'owner': 'PMT', | ||
"email": ["[email protected]"], | ||
'retries': 1, | ||
'retry_delay': timedelta(minutes=5), | ||
"email_on_failure": True, | ||
"email_on_retry": False, | ||
} | ||
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with DAG( | ||
start_date=datetime(2023, 11, 23), | ||
catchup=False, | ||
schedule='0 12 * * *', | ||
dag_id=f"replication-pipeline-{LOB}", | ||
default_args=default_args, | ||
description='DAG to replicate LRM data to ODS for BCTS Annual Developed Volume Dashboard', | ||
) as dag: | ||
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if ENV == 'LOCAL': | ||
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run_replication = KubernetesPodOperator( | ||
task_id="run_replication", | ||
image="nrids-bcts-data-ora2pg:main", | ||
name=f"run_{LOB}_replication", | ||
labels={"DataClass": "Medium", "ConnectionType": "database", "Release": "airflow"}, | ||
is_delete_operator_pod=True, | ||
secrets=[lob_secrets, ods_secrets], | ||
container_resources= client.V1ResourceRequirements( | ||
requests={"cpu": "50m", "memory": "512Mi"}, | ||
limits={"cpu": "100m", "memory": "1024Mi"}) | ||
) | ||
else: | ||
# In Dev, Test, and Prod Environments | ||
run_replication = KubernetesPodOperator( | ||
task_id="run_replication", | ||
image="ghcr.io/bcgov/nr-dap-ods-ora2pg:main", | ||
image_pull_policy="Always", | ||
in_cluster=True, | ||
service_account_name="airflow-admin", | ||
name=f"run_{LOB}_replication", | ||
labels={"DataClass": "Medium", "ConnectionType": "database", "Release": "airflow"}, | ||
is_delete_operator_pod=True, | ||
secrets=[lob_secrets, ods_secrets], | ||
container_resources= client.V1ResourceRequirements( | ||
requests={"cpu": "50m", "memory": "512Mi"}, | ||
limits={"cpu": "100m", "memory": "1024Mi"}) | ||
) |