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<!-- | ||
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. | ||
--> | ||
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## Changelog | ||
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<!-- START doctoc generated TOC please keep comment here to allow auto update --> | ||
<!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc TO UPDATE --> | ||
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- [v2020.XX.XX](#v2020xxxx) | ||
- [New operators](#new-operators) | ||
- [Updated operators](#updated-operators) | ||
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<!-- END doctoc generated TOC please keep comment here to allow auto update --> | ||
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### v2020.XX.XX | ||
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This is the first released version of the package. | ||
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#### New operators | ||
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This release includes one new operator, `S3ToSnowflakeTransfer`. | ||
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#### Updated operators | ||
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The operators in Airflow 2.0 have been moved to a new package. The following table showing operators | ||
from Airflow 1.10 and its equivalent from Airflow 2.0: | ||
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| Airflow 1.10 (`airflow.contrib.operators` package) | Airflow 2.0 (`airflow.providers.snowflake.operators` package) | | ||
|------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------| | ||
| snowflake_operator.SnowflakeOperator | snowflake.SnowflakeOperator | |
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# 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. |
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81
airflow/providers/snowflake/example_dags/example_snowflake.py
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# | ||
# 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 use of Snowflake related operators. | ||
""" | ||
import os | ||
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from airflow import DAG | ||
from airflow.providers.snowflake.operators.s3_to_snowflake import S3ToSnowflakeTransfer | ||
from airflow.providers.snowflake.operators.snowflake import SnowflakeOperator | ||
from airflow.utils.dates import days_ago | ||
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SNOWFLAKE_CONN_ID = os.environ.get('SNOWFLAKE_CONN_ID', 'snowflake_default') | ||
# TODO: should be able to rely on connection's schema, but currently param required by S3ToSnowflakeTransfer | ||
SNOWFLAKE_SCHEMA = os.environ.get('SNOWFLAKE_SCHEMA', 'public') | ||
SNOWFLAKE_STAGE = os.environ.get('SNOWFLAKE_STAGE', 'airflow') | ||
SNOWFLAKE_SAMPLE_TABLE = os.environ.get('SNOWFLAKE_SAMPLE_TABLE', 'snowflake_sample_data.tpch_sf001.orders') | ||
SNOWFLAKE_LOAD_TABLE = os.environ.get('SNOWFLAKE_LOAD_TABLE', 'airflow_example') | ||
SNOWFLAKE_LOAD_JSON_PATH = os.environ.get('SNOWFLAKE_LOAD_PATH', 'example.json') | ||
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default_args = { | ||
'owner': 'airflow', | ||
'start_date': days_ago(2), | ||
} | ||
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dag = DAG( | ||
'example_snowflake', | ||
default_args=default_args, | ||
tags=['example'], | ||
) | ||
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select = SnowflakeOperator( | ||
task_id='select', | ||
snowflake_conn_id=SNOWFLAKE_CONN_ID, | ||
sql=""" | ||
SELECT * | ||
FROM {0} | ||
LIMIT 100; | ||
""".format(SNOWFLAKE_SAMPLE_TABLE), | ||
dag=dag, | ||
) | ||
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create_table = SnowflakeOperator( | ||
task_id='create_table', | ||
snowflake_conn_id='snowflake_conn_id', | ||
sql=""" | ||
CREATE TRANSIENT TABLE IF NOT EXISTS {0} ( | ||
data VARIANT | ||
); | ||
""".format(SNOWFLAKE_LOAD_TABLE), | ||
schema=SNOWFLAKE_SCHEMA, | ||
dag=dag, | ||
) | ||
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copy_into_table = S3ToSnowflakeTransfer( | ||
task_id='copy_into_table', | ||
snowflake_conn_id=SNOWFLAKE_CONN_ID, | ||
s3_keys=[SNOWFLAKE_LOAD_JSON_PATH], | ||
table=SNOWFLAKE_LOAD_TABLE, | ||
schema=SNOWFLAKE_SCHEMA, | ||
stage=SNOWFLAKE_STAGE, | ||
file_format="(type = 'JSON')", | ||
dag=dag, | ||
) | ||
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create_table >> copy_into_table |
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70
tests/providers/snowflake/operators/test_snowflake_system.py
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# | ||
# 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. | ||
import json | ||
import os | ||
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import pytest | ||
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from airflow.models import Connection | ||
from airflow.utils import db | ||
from tests.test_utils import AIRFLOW_MAIN_FOLDER | ||
from tests.test_utils.system_tests_class import SystemTest | ||
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CREDENTIALS_DIR = os.environ.get('CREDENTIALS_DIR', '/files/airflow-breeze-config/keys') | ||
SNOWFLAKE_KEY = 'snowflake.json' | ||
SNOWFLAKE_CREDENTIALS_PATH = os.path.join(CREDENTIALS_DIR, SNOWFLAKE_KEY) | ||
SNOWFLAKE_DAG_FOLDER = os.path.join( | ||
AIRFLOW_MAIN_FOLDER, 'airflow', 'providers', 'snowflake', 'example_dags') | ||
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@pytest.mark.credential_file(SNOWFLAKE_KEY) | ||
@pytest.mark.system('snowflake') | ||
class SnowflakeExampleDagsSystemTest(SystemTest): | ||
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def setUp(self): | ||
super().setUp() | ||
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if os.environ.get('RUN_AIRFLOW_1_10') == 'true': | ||
with open(SNOWFLAKE_CREDENTIALS_PATH) as f: | ||
# Example: | ||
# { | ||
# "account": "foo", | ||
# "region": "us-west-2", | ||
# "user": "airflow", | ||
# "password": "secret", | ||
# "warehouse": "shared", | ||
# "database": "test", | ||
# "schema": "public", | ||
# "role": "airflow" | ||
# } | ||
credentials = json.load(f) | ||
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extra = { | ||
'account': credentials['account'], | ||
'region': credentials['region'], | ||
'role': credentials['role'], | ||
'warehouse': credentials['warehouse'], | ||
'database': credentials['database'], | ||
} | ||
conn = Connection(conn_id='snowflake_conn_id', login=credentials['user'], | ||
password=credentials['password'], schema=credentials['schema'], | ||
extra=json.dumps(extra)) | ||
db.merge_conn(conn) | ||
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def test_dag_example(self): | ||
self.run_dag('example_snowflake', SNOWFLAKE_DAG_FOLDER) |