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[AIRFLOW-6790] Add basic Tableau Integration (#7410)
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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. |
66 changes: 66 additions & 0 deletions
66
airflow/providers/salesforce/example_dags/example_tableau_refresh_workbook.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. | ||
""" | ||
This is an example dag that performs two refresh operations on a Tableau Workbook aka Extract. The first one | ||
waits until it succeeds. The second does not wait since this is an asynchronous operation and we don't know | ||
when the operation actually finishes. That's why we have another task that checks only that. | ||
""" | ||
from datetime import timedelta | ||
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from airflow import DAG | ||
from airflow.providers.salesforce.operators.tableau_refresh_workbook import TableauRefreshWorkbookOperator | ||
from airflow.providers.salesforce.sensors.tableau_job_status import TableauJobStatusSensor | ||
from airflow.utils.dates import days_ago | ||
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DEFAULT_ARGS = { | ||
'owner': 'airflow', | ||
'depends_on_past': False, | ||
'start_date': days_ago(2), | ||
'email': ['airflow@example.com'], | ||
'email_on_failure': False, | ||
'email_on_retry': False | ||
} | ||
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with DAG( | ||
dag_id='example_tableau_refresh_workbook', | ||
default_args=DEFAULT_ARGS, | ||
dagrun_timeout=timedelta(hours=2), | ||
schedule_interval=None, | ||
tags=['example'], | ||
) as dag: | ||
# Refreshes a workbook and waits until it succeeds. | ||
task_refresh_workbook_blocking = TableauRefreshWorkbookOperator( | ||
site_id='my_site', | ||
workbook_name='MyWorkbook', | ||
blocking=True, | ||
task_id='refresh_tableau_workbook_blocking', | ||
) | ||
# Refreshes a workbook and does not wait until it succeeds. | ||
task_refresh_workbook_non_blocking = TableauRefreshWorkbookOperator( | ||
site_id='my_site', | ||
workbook_name='MyWorkbook', | ||
blocking=False, | ||
task_id='refresh_tableau_workbook_non_blocking', | ||
) | ||
# The following task queries the status of the workbook refresh job until it succeeds. | ||
task_check_job_status = TableauJobStatusSensor( | ||
site_id='my_site', | ||
job_id="{{ ti.xcom_pull(task_ids='refresh_tableau_workbook_non_blocking') }}", | ||
task_id='check_tableau_job_status', | ||
) | ||
task_refresh_workbook_non_blocking >> task_check_job_status |
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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. | ||
from enum import Enum | ||
from typing import Optional | ||
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from tableauserverclient import Pager, PersonalAccessTokenAuth, Server, TableauAuth | ||
from tableauserverclient.server import Auth | ||
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from airflow.hooks.base_hook import BaseHook | ||
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class TableauJobFinishCode(Enum): | ||
""" | ||
The finish code indicates the status of the job. | ||
.. seealso:: https://help.tableau.com/current/api/rest_api/en-us/REST/rest_api_ref.htm#query_job | ||
""" | ||
PENDING = -1 | ||
SUCCESS = 0 | ||
ERROR = 1 | ||
CANCELED = 2 | ||
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class TableauHook(BaseHook): | ||
""" | ||
Connects to the Tableau Server Instance and allows to communicate with it. | ||
.. seealso:: https://tableau.github.io/server-client-python/docs/ | ||
:param site_id: The id of the site where the workbook belongs to. | ||
It will connect to the default site if you don't provide an id. | ||
:type site_id: Optional[str] | ||
:param tableau_conn_id: The Tableau Connection id containing the credentials | ||
to authenticate to the Tableau Server. | ||
:type tableau_conn_id: str | ||
""" | ||
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def __init__(self, site_id: Optional[str] = None, tableau_conn_id: str = 'tableau_default'): | ||
self.tableau_conn_id = tableau_conn_id | ||
self.conn = self.get_connection(self.tableau_conn_id) | ||
self.site_id = site_id or self.conn.extra_dejson.get('site_id', '') | ||
self.server = Server(self.conn.host, use_server_version=True) | ||
self.tableau_conn = None | ||
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def __enter__(self): | ||
if not self.tableau_conn: | ||
self.tableau_conn = self.get_conn() | ||
return self | ||
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def __exit__(self, exc_type, exc_val, exc_tb): | ||
self.server.auth.sign_out() | ||
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def get_conn(self) -> Auth.contextmgr: | ||
""" | ||
Signs in to the Tableau Server and automatically signs out if used as ContextManager. | ||
:return: an authorized Tableau Server Context Manager object. | ||
:rtype: tableauserverclient.server.Auth.contextmgr | ||
""" | ||
if self.conn.login and self.conn.password: | ||
return self._auth_via_password() | ||
if 'token_name' in self.conn.extra_dejson and 'personal_access_token' in self.conn.extra_dejson: | ||
return self._auth_via_token() | ||
raise NotImplementedError('No Authentication method found for given Credentials!') | ||
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def _auth_via_password(self) -> Auth.contextmgr: | ||
tableau_auth = TableauAuth( | ||
username=self.conn.login, | ||
password=self.conn.password, | ||
site_id=self.site_id | ||
) | ||
return self.server.auth.sign_in(tableau_auth) | ||
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def _auth_via_token(self) -> Auth.contextmgr: | ||
tableau_auth = PersonalAccessTokenAuth( | ||
token_name=self.conn.extra_dejson['token_name'], | ||
personal_access_token=self.conn.extra_dejson['personal_access_token'], | ||
site_id=self.site_id | ||
) | ||
return self.server.auth.sign_in_with_personal_access_token(tableau_auth) | ||
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def get_all(self, resource_name: str) -> Pager: | ||
""" | ||
Get all items of the given resource. | ||
.. seealso:: https://tableau.github.io/server-client-python/docs/page-through-results | ||
:param resource_name: The name of the resource to paginate. | ||
For example: jobs or workbooks | ||
:type resource_name: str | ||
:return: all items by returning a Pager. | ||
:rtype: tableauserverclient.Pager | ||
""" | ||
resource = getattr(self.server, resource_name) | ||
return Pager(resource.get) |
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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. |
94 changes: 94 additions & 0 deletions
94
airflow/providers/salesforce/operators/tableau_refresh_workbook.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. | ||
from typing import Optional | ||
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from tableauserverclient import WorkbookItem | ||
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from airflow import AirflowException | ||
from airflow.models import BaseOperator | ||
from airflow.providers.salesforce.hooks.tableau import TableauHook | ||
from airflow.utils.decorators import apply_defaults | ||
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class TableauRefreshWorkbookOperator(BaseOperator): | ||
""" | ||
Refreshes a Tableau Workbook/Extract | ||
.. seealso:: https://tableau.github.io/server-client-python/docs/api-ref#workbooks | ||
:param workbook_name: The name of the workbook to refresh. | ||
:type workbook_name: str | ||
:param site_id: The id of the site where the workbook belongs to. | ||
:type site_id: Optional[str] | ||
:param blocking: By default the extract refresh will be blocking means it will wait until it has finished. | ||
:type blocking: bool | ||
:param tableau_conn_id: The Tableau Connection id containing the credentials | ||
to authenticate to the Tableau Server. | ||
:type tableau_conn_id: str | ||
""" | ||
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@apply_defaults | ||
def __init__(self, | ||
workbook_name: str, | ||
site_id: Optional[str] = None, | ||
blocking: bool = True, | ||
tableau_conn_id: str = 'tableau_default', | ||
*args, | ||
**kwargs): | ||
super().__init__(*args, **kwargs) | ||
self.workbook_name = workbook_name | ||
self.site_id = site_id | ||
self.blocking = blocking | ||
self.tableau_conn_id = tableau_conn_id | ||
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def execute(self, context: dict) -> str: | ||
""" | ||
Executes the Tableau Extract Refresh and pushes the job id to xcom. | ||
:param context: The task context during execution. | ||
:type context: dict | ||
:return: the id of the job that executes the extract refresh | ||
:rtype: str | ||
""" | ||
with TableauHook(self.site_id, self.tableau_conn_id) as tableau_hook: | ||
workbook = self._get_workbook_by_name(tableau_hook) | ||
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job_id = self._refresh_workbook(tableau_hook, workbook.id) | ||
if self.blocking: | ||
from airflow.providers.salesforce.sensors.tableau_job_status import TableauJobStatusSensor | ||
TableauJobStatusSensor( | ||
job_id=job_id, | ||
site_id=self.site_id, | ||
tableau_conn_id=self.tableau_conn_id, | ||
task_id='wait_until_succeeded', | ||
dag=None | ||
).execute(context={}) | ||
self.log.info('Workbook %s has been successfully refreshed.', self.workbook_name) | ||
return job_id | ||
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def _get_workbook_by_name(self, tableau_hook: TableauHook) -> WorkbookItem: | ||
for workbook in tableau_hook.get_all(resource_name='workbooks'): | ||
if workbook.name == self.workbook_name: | ||
self.log.info('Found matching workbook with id %s', workbook.id) | ||
return workbook | ||
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raise AirflowException(f'Workbook {self.workbook_name} not found!') | ||
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def _refresh_workbook(self, tableau_hook: TableauHook, workbook_id: str) -> str: | ||
job = tableau_hook.server.workbooks.refresh(workbook_id) | ||
self.log.info('Refreshing Workbook %s...', self.workbook_name) | ||
return job.id |
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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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