import os from datetime import timedelta import pendulum import requests from airflow.decorators import dag from airflow.decorators import task from airflow.providers.amazon.aws.hooks.s3 import S3Hook S3_CONN_ID = os.getenv("S3_CONN_ID", "s3_conn") EXECUTION_TIMEOUT = int(os.getenv("EXECUTION_TIMEOUT", 6)) default_args = { "execution_timeout": timedelta(hours=EXECUTION_TIMEOUT), "retries": int(os.getenv("DEFAULT_TASK_RETRIES", 1)), "retry_delay": timedelta(seconds=int(os.getenv("DEFAULT_RETRY_DELAY_SECONDS", 60))), } @dag( start_date=pendulum.datetime(2021, 1, 1, tz="UTC"), schedule=None, catchup=False, default_args=default_args, params={ "url": "File to download", "dst_key": "key containing the file", "dst_bucket": "bucket that will contain file" }, tags=["s3"], ) def download_to_s3(): @task def download(**context): hook = S3Hook(S3_CONN_ID, transfer_config_args={'use_threads': False}) with requests.get(context["params"]["url"], stream=True) as r: r.raise_for_status() hook.load_file_obj(r.raw, context["params"]["dst_key"], bucket_name=context["params"]["dst_bucket"], replace=True, encrypt=False) download() download_to_s3()