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""" | ||
Created on Tue Jun 14 | ||
@author: dmckay | ||
""" | ||
import airflow | ||
from airflow import DAG | ||
from airflow.operators.python import PythonOperator | ||
from airflow.providers.cncf.kubernetes.operators.kubernetes_pod import KubernetesPodOperator | ||
from airflow.providers.amazon.aws.hooks.s3 import S3Hook | ||
from datetime import datetime, timedelta | ||
from airflow.providers.amazon.aws.sensors.s3 import S3KeySensor | ||
from airflow.operators.docker_operator import DockerOperator | ||
from airflow.utils.dates import days_ago | ||
from airflow.models import Variable | ||
from datetime import timedelta | ||
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new_keys = [] | ||
connection = S3Hook(aws_conn_id='EchoS3') | ||
bucket_name = 'LSST-IR-FUSION-TESTSTRATEGY' | ||
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def run_on_new_file(**kwargs): | ||
s3_hook = S3Hook(aws_conn_id='EchoS3') | ||
bucket_name=bucket_name, | ||
bucket_key='/', | ||
wildcard_match_suffix='.csv', | ||
all_keys = s3_hook.list_keys(bucket_name=bucket_name, prefix=bucket_key, delimiter='/', suffix=wildcard_match_suffix, apply_wildcard=True), | ||
for key in all_keys: | ||
if s3_hook.get_key(key).last_modified > kwargs['execution_date']: | ||
new_keys.append(key) | ||
for key in new_keys: | ||
print(f'New key: {key}') | ||
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# Define default arguments for the DAG | ||
default_args = { | ||
'owner': 'airflow', | ||
'depends_on_past': False, | ||
'start_date': datetime.now(), | ||
'retries': 1, | ||
'retry_delay': timedelta(minutes=5), | ||
} | ||
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# Instantiate the DAG | ||
dag = DAG( | ||
f'monitor-{bucket_name}', | ||
'list_backup_csvs', | ||
default_args=default_args, | ||
description=f'Monitor {bucket_name} S3 bucket for new CSV-formatted upload log files.', | ||
schedule=timedelta(days=1), | ||
description='List backup CSV files from S3 bucket', | ||
schedule_interval=timedelta(days=1), | ||
start_date=days_ago(1), | ||
catchup=False, | ||
) | ||
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s3_sensor = S3KeySensor( | ||
task_id='s3_sensor', | ||
bucket_name=bucket_name, | ||
bucket_key='*.csv', | ||
wildcard_match=True, | ||
aws_conn_id='EchoS3', | ||
timeout=1 * 60 * 60, | ||
poke_interval=60, | ||
# DockerOperator to run the container | ||
list_csv_files = DockerOperator( | ||
task_id='list_csv_files', | ||
image='ghcr.io/lsst-uk/csd3-echo-somerville', | ||
command='python csd3-echo-somerville/scripts/list_backup_csvs.py --bucket_name LSST-IR-FUSION-Butlers', | ||
environment={ | ||
'ECHO_S3_ACCESS_KEY': Variable.get("ECHO_S3_ACCESS_KEY"), | ||
'ECHO_S3_SECRET_KEY': Variable.get("ECHO_S3_SECRET_KEY"), | ||
}, | ||
auto_remove=True, | ||
dag=dag, | ||
default_args=default_args, | ||
) | ||
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run_on_new_file_op = PythonOperator( | ||
task_id='run_on_new_file', | ||
python_callable=run_on_new_file, | ||
dag=dag, | ||
default_args=default_args, | ||
op_kwargs={'ds': '{{ ds }}'}, | ||
) | ||
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check_csv_ops = [] | ||
for key in new_keys: | ||
check_csv_op = KubernetesPodOperator( | ||
task_id=f"check_key_{key}", | ||
name=f"check-key-{key}", | ||
namespace="airflow", | ||
image="ghcr.io/lsst-uk/csd3-echo-somerville:latest", | ||
cmds=["python", "scripts/check_upload.py"], | ||
env_vars={'ECHO_S3_ACCESS_KEY': connection.access_key, 'ECHO_S3_SECRET_KEY': connection.secret_key}, | ||
arguments=[bucket_name, key], | ||
get_logs=True, | ||
dag=dag, | ||
) | ||
check_csv_ops.append(check_csv_op) | ||
|
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#graph | ||
s3_sensor >> run_on_new_file_op >> check_csv_ops | ||
# Set the task sequence | ||
list_csv_files |
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