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New google operator: SQLToGoogleSheetsOperator (#17887)
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airflow/providers/google/suite/example_dags/example_sql_to_sheets.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. | ||
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from airflow import models | ||
from airflow.providers.google.suite.transfers.sql_to_sheets import SQLToGoogleSheetsOperator | ||
from airflow.utils.dates import days_ago | ||
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SQL = "select 1 as my_col" | ||
NEW_SPREADSHEET_ID = "123" | ||
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with models.DAG( | ||
"example_sql_to_sheets", | ||
start_date=days_ago(1), | ||
schedule_interval=None, # Override to match your needs | ||
tags=["example"], | ||
) as dag: | ||
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# [START upload_sql_to_sheets] | ||
upload_gcs_to_sheet = SQLToGoogleSheetsOperator( | ||
task_id="upload_sql_to_sheet", | ||
sql=SQL, | ||
sql_conn_id="database_conn_id", | ||
spreadsheet_id=NEW_SPREADSHEET_ID, | ||
) | ||
# [END upload_sql_to_sheets] |
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airflow/providers/google/suite/transfers/sql_to_sheets.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. | ||
|
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import datetime | ||
import numbers | ||
from contextlib import closing | ||
from typing import Any, Iterable, Mapping, Optional, Sequence, Union | ||
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from airflow.operators.sql import BaseSQLOperator | ||
from airflow.providers.google.suite.hooks.sheets import GSheetsHook | ||
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class SQLToGoogleSheetsOperator(BaseSQLOperator): | ||
""" | ||
Copy data from SQL results to provided Google Spreadsheet. | ||
:param sql: The SQL to execute. | ||
:type sql: str | ||
:param spreadsheet_id: The Google Sheet ID to interact with. | ||
:type spreadsheet_id: str | ||
:param conn_id: the connection ID used to connect to the database. | ||
:type sql_conn_id: str | ||
:param parameters: The parameters to render the SQL query with. | ||
:type parameters: dict or iterable | ||
:param database: name of database which overwrite the defined one in connection | ||
:type database: str | ||
:param spreadsheet_range: The A1 notation of the values to retrieve. | ||
:type spreadsheet_range: str | ||
:param gcp_conn_id: The connection ID to use when fetching connection info. | ||
:type gcp_conn_id: str | ||
:param delegate_to: The account to impersonate using domain-wide delegation of authority, | ||
if any. For this to work, the service account making the request must have | ||
domain-wide delegation enabled. | ||
:type delegate_to: str | ||
:param impersonation_chain: Optional service account to impersonate using short-term | ||
credentials, or chained list of accounts required to get the access_token | ||
of the last account in the list, which will be impersonated in the request. | ||
If set as a string, the account must grant the originating account | ||
the Service Account Token Creator IAM role. | ||
If set as a sequence, the identities from the list must grant | ||
Service Account Token Creator IAM role to the directly preceding identity, with first | ||
account from the list granting this role to the originating account (templated). | ||
:type impersonation_chain: Union[str, Sequence[str]] | ||
""" | ||
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template_fields = ( | ||
"sql", | ||
"spreadsheet_id", | ||
"spreadsheet_range", | ||
"impersonation_chain", | ||
) | ||
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template_fields_renderers = {"sql": "sql"} | ||
template_ext = (".sql",) | ||
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ui_color = "#a0e08c" | ||
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def __init__( | ||
self, | ||
*, | ||
sql: str, | ||
spreadsheet_id: str, | ||
sql_conn_id: str, | ||
parameters: Optional[Union[Mapping, Iterable]] = None, | ||
database: str = None, | ||
spreadsheet_range: str = "Sheet1", | ||
gcp_conn_id: str = "google_cloud_default", | ||
delegate_to: Optional[str] = None, | ||
impersonation_chain: Optional[Union[str, Sequence[str]]] = None, | ||
**kwargs, | ||
) -> None: | ||
super().__init__(**kwargs) | ||
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self.sql = sql | ||
self.conn_id = sql_conn_id | ||
self.database = database | ||
self.parameters = parameters | ||
self.gcp_conn_id = gcp_conn_id | ||
self.spreadsheet_id = spreadsheet_id | ||
self.spreadsheet_range = spreadsheet_range | ||
self.delegate_to = delegate_to | ||
self.impersonation_chain = impersonation_chain | ||
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def _data_prep(self, data): | ||
for row in data: | ||
item_list = [] | ||
for item in row: | ||
if isinstance(item, (datetime.date, datetime.datetime)): | ||
item = item.isoformat() | ||
elif isinstance(item, int): # To exclude int from the number check. | ||
pass | ||
elif isinstance(item, numbers.Number): | ||
item = float(item) | ||
item_list.append(item) | ||
yield item_list | ||
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def _get_data(self): | ||
hook = self.get_db_hook() | ||
with closing(hook.get_conn()) as conn, closing(conn.cursor()) as cur: | ||
self.log.info("Executing query") | ||
cur.execute(self.sql, self.parameters or ()) | ||
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yield [field[0] for field in cur.description] | ||
yield from self._data_prep(cur.fetchall()) | ||
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def execute(self, context: Any) -> None: | ||
self.log.info("Getting data") | ||
values = list(self._get_data()) | ||
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self.log.info("Connecting to Google") | ||
sheet_hook = GSheetsHook( | ||
gcp_conn_id=self.gcp_conn_id, | ||
delegate_to=self.delegate_to, | ||
impersonation_chain=self.impersonation_chain, | ||
) | ||
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self.log.info(f"Uploading data to https://docs.google.com/spreadsheets/d/{self.spreadsheet_id}") | ||
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sheet_hook.update_values( | ||
spreadsheet_id=self.spreadsheet_id, | ||
range_=self.spreadsheet_range, | ||
values=values, | ||
) |
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docs/apache-airflow-providers-google/operators/transfer/sql_to_sheets.rst
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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. | ||
SQL to Google Sheets Transfer Operators | ||
======================================================== | ||
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With `Google Sheets <https://www.google.pl/intl/en/sheets/about/>`__, everyone can work together in the same | ||
spreadsheet at the same time. Use formulas functions, and formatting options to save time and simplify | ||
common spreadsheet tasks. | ||
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.. contents:: | ||
:depth: 1 | ||
:local: | ||
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Prerequisite Tasks | ||
^^^^^^^^^^^^^^^^^^ | ||
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.. include::/operators/_partials/prerequisite_tasks.rst | ||
.. _howto/operator:SQLToGoogleSheets: | ||
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Upload data from SQL to Google Sheets | ||
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | ||
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To upload data from and Database using SQL to Google Spreadsheet you can use the | ||
:class:`~airflow.providers.google.suite.transfers.sql_to_sheets.SQLToGoogleSheetsOperator`. | ||
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.. exampleinclude:: /../../airflow/providers/google/suite/example_dags/example_sql_to_sheets.py | ||
:language: python | ||
:dedent: 4 | ||
:start-after: [START upload_sql_to_sheets] | ||
:end-before: [END upload_sql_to_sheets] | ||
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You can use :ref:`Jinja templating <concepts:jinja-templating>` with | ||
:template-fields:`airflow.providers.google.suite.transfers.sql_to_sheets.SQLToGoogleSheetsOperator`. |
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tests/providers/google/suite/transfers/test_sql_to_sheets.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. | ||
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import unittest | ||
from unittest.mock import Mock, patch | ||
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from airflow.providers.google.suite.transfers.sql_to_sheets import SQLToGoogleSheetsOperator | ||
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class TestSQLToGoogleSheets(unittest.TestCase): | ||
""" | ||
Test class for SQLToGoogleSheetsOperator | ||
""" | ||
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def setUp(self): | ||
""" | ||
setup | ||
""" | ||
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self.gcp_conn_id = "test" | ||
self.sql_conn_id = "test" | ||
self.sql = "select 1 as my_col" | ||
self.spreadsheet_id = "1234567890" | ||
self.values = [[1, 2, 3]] | ||
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@patch("airflow.providers.google.suite.transfers.sql_to_sheets.GSheetsHook") | ||
def test_execute(self, mock_sheet_hook): | ||
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op = SQLToGoogleSheetsOperator( | ||
task_id="test_task", | ||
spreadsheet_id=self.spreadsheet_id, | ||
gcp_conn_id=self.gcp_conn_id, | ||
sql_conn_id=self.sql_conn_id, | ||
sql=self.sql, | ||
) | ||
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op._get_data = Mock(return_value=self.values) | ||
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op.execute(None) | ||
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mock_sheet_hook.assert_called_once_with( | ||
gcp_conn_id=self.gcp_conn_id, | ||
delegate_to=None, | ||
impersonation_chain=None, | ||
) | ||
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mock_sheet_hook.return_value.update_values.assert_called_once_with( | ||
spreadsheet_id=self.spreadsheet_id, | ||
range_="Sheet1", | ||
values=self.values, | ||
) |