Source code for tests.system.google.cloud.gcs.example_s3_to_gcs
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from __future__ import annotations
import os
from datetime import datetime
from airflow.decorators import task
from airflow.models.dag import DAG
from airflow.providers.amazon.aws.hooks.s3 import S3Hook
from airflow.providers.amazon.aws.operators.s3 import S3CreateBucketOperator, S3DeleteBucketOperator
from airflow.providers.google.cloud.hooks.gcs import GCSHook
from airflow.providers.google.cloud.operators.gcs import GCSCreateBucketOperator, GCSDeleteBucketOperator
from airflow.providers.google.cloud.transfers.s3_to_gcs import S3ToGCSOperator
from airflow.utils.trigger_rule import TriggerRule
from providers.tests.system.google import DEFAULT_GCP_SYSTEM_TEST_PROJECT_ID
[docs]ENV_ID = os.environ.get("SYSTEM_TESTS_ENV_ID", "default")
[docs]GCP_PROJECT_ID = os.environ.get("SYSTEM_TESTS_GCP_PROJECT") or DEFAULT_GCP_SYSTEM_TEST_PROJECT_ID
[docs]DAG_ID = "example_s3_to_gcs"
[docs]RESOURCES_BUCKET_NAME = "airflow-system-tests-resources"
[docs]BUCKET_NAME = f"bucket_{DAG_ID}_{ENV_ID}".replace("_", "-")
[docs]GCS_BUCKET_URL = f"gs://{BUCKET_NAME}/"
[docs]FILE_NAME = "example_upload.txt"
[docs]UPLOAD_FILE = f"gcs/{FILE_NAME}"
@task(task_id="upload_file_to_s3")
[docs]def upload_file():
"""A callable to upload file from GCS to AWS bucket"""
gcs_hook = GCSHook()
s3_hook = S3Hook()
with gcs_hook.provide_file(bucket_name=RESOURCES_BUCKET_NAME, object_name=UPLOAD_FILE) as gcs_file:
s3_hook.load_file_obj(file_obj=gcs_file, key=UPLOAD_FILE, bucket_name=BUCKET_NAME)
with DAG(
DAG_ID,
schedule="@once",
start_date=datetime(2021, 1, 1),
catchup=False,
tags=["example", "s3"],
) as dag:
[docs] create_s3_bucket = S3CreateBucketOperator(
task_id="create_s3_bucket", bucket_name=BUCKET_NAME, region_name="us-east-1"
)
create_gcs_bucket = GCSCreateBucketOperator(
task_id="create_bucket",
bucket_name=BUCKET_NAME,
project_id=GCP_PROJECT_ID,
)
# [START howto_transfer_s3togcs_operator]
transfer_to_gcs = S3ToGCSOperator(
task_id="s3_to_gcs_task",
bucket=BUCKET_NAME,
prefix=PREFIX,
dest_gcs=GCS_BUCKET_URL,
apply_gcs_prefix=True,
)
# [END howto_transfer_s3togcs_operator]
# [START howto_transfer_s3togcs_operator_async]
transfer_to_gcs_def = S3ToGCSOperator(
task_id="s3_to_gcs_task_def",
bucket=BUCKET_NAME,
prefix=PREFIX,
dest_gcs=GCS_BUCKET_URL,
deferrable=True,
)
# [END howto_transfer_s3togcs_operator_async]
delete_s3_bucket = S3DeleteBucketOperator(
task_id="delete_s3_bucket",
bucket_name=BUCKET_NAME,
force_delete=True,
trigger_rule=TriggerRule.ALL_DONE,
)
delete_gcs_bucket = GCSDeleteBucketOperator(
task_id="delete_gcs_bucket", bucket_name=BUCKET_NAME, trigger_rule=TriggerRule.ALL_DONE
)
(
# TEST SETUP
create_gcs_bucket
>> create_s3_bucket
>> upload_file()
# TEST BODY
>> [transfer_to_gcs, transfer_to_gcs_def]
# TEST TEARDOWN
>> delete_s3_bucket
>> delete_gcs_bucket
)
from tests_common.test_utils.watcher import watcher
# This test needs watcher in order to properly mark success/failure
# when "tearDown" task with trigger rule is part of the DAG
list(dag.tasks) >> watcher()
from tests_common.test_utils.system_tests import get_test_run # noqa: E402
# Needed to run the example DAG with pytest (see: tests/system/README.md#run_via_pytest)
[docs]test_run = get_test_run(dag)