Run this DAG

1. Install Astronomer CLISkip if you already have the CLI

2. Initate the project:

3. Copy and paste the code below into a file in the

dags
directory.

4. Add the following to your requirements.txt file:

5. Run the DAG:

# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
"""
Example Airflow DAG that shows how to use Google Analytics 360.
"""
import os
from airflow import models
from airflow.providers.google.marketing_platform.operators.analytics import (
GoogleAnalyticsDataImportUploadOperator,
GoogleAnalyticsDeletePreviousDataUploadsOperator,
GoogleAnalyticsGetAdsLinkOperator,
GoogleAnalyticsListAccountsOperator,
GoogleAnalyticsModifyFileHeadersDataImportOperator,
GoogleAnalyticsRetrieveAdsLinksListOperator,
)
from airflow.utils import dates
ACCOUNT_ID = os.environ.get("GA_ACCOUNT_ID", "123456789")
BUCKET = os.environ.get("GMP_ANALYTICS_BUCKET", "test-airflow-analytics-bucket")
BUCKET_FILENAME = "data.csv"
WEB_PROPERTY_ID = os.environ.get("GA_WEB_PROPERTY", "UA-12345678-1")
WEB_PROPERTY_AD_WORDS_LINK_ID = os.environ.get("GA_WEB_PROPERTY_AD_WORDS_LINK_ID", "rQafFTPOQdmkx4U-fxUfhj")
DATA_ID = "kjdDu3_tQa6n8Q1kXFtSmg"
with models.DAG(
"example_google_analytics",
schedule_interval=None, # Override to match your needs,
start_date=dates.days_ago(1),
) as dag:
# [START howto_marketing_platform_list_accounts_operator]
list_account = GoogleAnalyticsListAccountsOperator(task_id="list_account")
# [END howto_marketing_platform_list_accounts_operator]
# [START howto_marketing_platform_get_ads_link_operator]
get_ad_words_link = GoogleAnalyticsGetAdsLinkOperator(
web_property_ad_words_link_id=WEB_PROPERTY_AD_WORDS_LINK_ID,
web_property_id=WEB_PROPERTY_ID,
account_id=ACCOUNT_ID,
task_id="get_ad_words_link",
)
# [END howto_marketing_platform_get_ads_link_operator]
# [START howto_marketing_platform_retrieve_ads_links_list_operator]
list_ad_words_link = GoogleAnalyticsRetrieveAdsLinksListOperator(
task_id="list_ad_link", account_id=ACCOUNT_ID, web_property_id=WEB_PROPERTY_ID
)
# [END howto_marketing_platform_retrieve_ads_links_list_operator]
upload = GoogleAnalyticsDataImportUploadOperator(
task_id="upload",
storage_bucket=BUCKET,
storage_name_object=BUCKET_FILENAME,
account_id=ACCOUNT_ID,
web_property_id=WEB_PROPERTY_ID,
custom_data_source_id=DATA_ID,
)
delete = GoogleAnalyticsDeletePreviousDataUploadsOperator(
task_id="delete",
account_id=ACCOUNT_ID,
web_property_id=WEB_PROPERTY_ID,
custom_data_source_id=DATA_ID,
)
transform = GoogleAnalyticsModifyFileHeadersDataImportOperator(
task_id="transform",
storage_bucket=BUCKET,
storage_name_object=BUCKET_FILENAME,
)
upload >> [delete, transform]