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[AIRFLOW-5816] Add S3 to snowflake operator (#6469)
- move Snowflake from contrib to providers - fix pylint issues Co-authored-by: Felix Uellendall <feluelle@users.noreply.github.com>
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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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# 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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# -*- coding: utf-8 -*- | ||
# | ||
# 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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from cryptography.hazmat.backends import default_backend | ||
from cryptography.hazmat.primitives import serialization | ||
# pylint: disable=no-name-in-module | ||
from snowflake import connector | ||
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from airflow.hooks.dbapi_hook import DbApiHook | ||
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class SnowflakeHook(DbApiHook): | ||
""" | ||
Interact with Snowflake. | ||
get_sqlalchemy_engine() depends on snowflake-sqlalchemy | ||
""" | ||
default_conn_name = 'snowflake_default' | ||
supports_autocommit = True | ||
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def __init__(self, *args, **kwargs): | ||
super().__init__(*args, **kwargs) | ||
self.account = kwargs.pop("account", None) | ||
self.warehouse = kwargs.pop("warehouse", None) | ||
self.database = kwargs.pop("database", None) | ||
self.region = kwargs.pop("region", None) | ||
self.role = kwargs.pop("role", None) | ||
self.schema = kwargs.pop("schema", None) | ||
self.snowflake_conn_id = 'snowflake_conn_id' | ||
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def _get_conn_params(self): | ||
""" | ||
one method to fetch connection params as a dict | ||
used in get_uri() and get_connection() | ||
""" | ||
conn = self.get_connection(self.snowflake_conn_id) | ||
account = conn.extra_dejson.get('account', '') | ||
warehouse = conn.extra_dejson.get('warehouse', '') | ||
database = conn.extra_dejson.get('database', '') | ||
region = conn.extra_dejson.get("region", '') | ||
role = conn.extra_dejson.get('role', '') | ||
schema = conn.schema or '' | ||
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conn_config = { | ||
"user": conn.login, | ||
"password": conn.password or '', | ||
"schema": self.schema or schema, | ||
"database": self.database or database, | ||
"account": self.account or account, | ||
"warehouse": self.warehouse or warehouse, | ||
"region": self.region or region, | ||
"role": self.role or role | ||
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} | ||
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# If private_key_file is specified in the extra json, load the contents of the file as a private | ||
# key and specify that in the connection configuration. The connection password then becomes the | ||
# passphrase for the private key. If your private key file is not encrypted (not recommended), then | ||
# leave the password empty. | ||
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private_key_file = conn.extra_dejson.get('private_key_file', None) | ||
if private_key_file: | ||
with open(private_key_file, "rb") as key: | ||
passphrase = None | ||
if conn.password: | ||
passphrase = conn.password.strip().encode() | ||
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p_key = serialization.load_pem_private_key( | ||
key.read(), | ||
password=passphrase, | ||
backend=default_backend() | ||
) | ||
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pkb = p_key.private_bytes(encoding=serialization.Encoding.DER, | ||
format=serialization.PrivateFormat.PKCS8, | ||
encryption_algorithm=serialization.NoEncryption()) | ||
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conn_config['private_key'] = pkb | ||
conn_config.pop('password', None) | ||
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return conn_config | ||
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def get_uri(self): | ||
""" | ||
override DbApiHook get_uri method for get_sqlalchemy_engine() | ||
""" | ||
conn_config = self._get_conn_params() | ||
uri = 'snowflake://{user}:{password}@{account}/{database}/{schema}' \ | ||
'?warehouse={warehouse}&role={role}' | ||
return uri.format(**conn_config) | ||
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def get_conn(self): | ||
""" | ||
Returns a snowflake.connection object | ||
""" | ||
conn_config = self._get_conn_params() | ||
conn = connector.connect(**conn_config) | ||
return conn | ||
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def _get_aws_credentials(self): | ||
""" | ||
returns aws_access_key_id, aws_secret_access_key | ||
from extra | ||
intended to be used by external import and export statements | ||
""" | ||
if self.snowflake_conn_id: | ||
connection_object = self.get_connection(self.snowflake_conn_id) | ||
if 'aws_secret_access_key' in connection_object.extra_dejson: | ||
aws_access_key_id = connection_object.extra_dejson.get( | ||
'aws_access_key_id') | ||
aws_secret_access_key = connection_object.extra_dejson.get( | ||
'aws_secret_access_key') | ||
return aws_access_key_id, aws_secret_access_key | ||
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def set_autocommit(self, conn, autocommit): | ||
conn.autocommit(autocommit) |
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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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