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Add documentation create/update community providers (apache#15061)
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docs/apache-airflow-providers/howto/create-update-providers.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. | ||
Community Providers | ||
=================== | ||
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.. contents:: :local: | ||
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How-to creating a new community provider | ||
---------------------------------------- | ||
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This document gathers the necessary steps to create a new community provider and also guidelines for updating | ||
the existing ones. You should be aware that providers may have distinctions that may not be covered in | ||
this guide. The sequence described was designed to meet the most linear flow possible in order to develop a | ||
new provider. | ||
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Another recommendation that will help you is to look for a provider that works similar to yours. That way it will | ||
help you to set up tests and other dependencies. | ||
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First, you need to set up your local development environment. See `Contribution Quick Start <https://github.com/apache/airflow/blob/master/CONTRIBUTING.rst>`_ | ||
if you did not set up your local environment yet. We recommend using ``breeze`` to develop locally. This way you | ||
easily be able to have an environment more similar to the one executed by Github CI workflow. | ||
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.. code-block:: bash | ||
./breeze | ||
Using the code above you will set up Docker containers. These containers your local code to internal volumes. | ||
In this way, the changes made in your IDE are already applied to the code inside the container and tests can | ||
be carried out quickly. | ||
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In this how-to guide our example provider name will be ``<NEW_PROVIDER>``. | ||
When you see this placeholder you must change for your provider name. | ||
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Initial Code and Unit Tests | ||
^^^^^^^^^^^^^^^^^^^^^^^^^^^ | ||
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Most likely you have developed a version of the provider using some local customization and now you need to | ||
transfer this code to the Airflow project. Below is described all the initial code structure that | ||
the provider may need. Understand that not all providers will need all the components described in this structure. | ||
If you still have doubts about building your provider, we recommend that you read the initial provider guide and | ||
open a issue on Github so the community can help you. | ||
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.. code-block:: bash | ||
airflow/ | ||
├── providers/<NEW_PROVIDER>/ | ||
│ ├── __init__.py | ||
│ ├── example_dags/ | ||
│ │ ├── __init__.py | ||
│ │ └── example_<NEW_PROVIDER>.py | ||
│ ├── hooks/ | ||
│ │ ├── __init__.py | ||
│ │ └── <NEW_PROVIDER>.py | ||
│ ├── operators/ | ||
│ │ ├── __init__.py | ||
│ │ └── <NEW_PROVIDER>.py | ||
│ ├── sensors/ | ||
│ │ ├── __init__.py | ||
│ │ └── <NEW_PROVIDER>.py | ||
│ └── transfers/ | ||
│ ├── __init__.py | ||
│ └── <NEW_PROVIDER>.py | ||
└── tests/providers/<NEW_PROVIDER>/ | ||
├── __init__.py | ||
├── hooks/ | ||
│ ├── __init__.py | ||
│ └── test_<NEW_PROVIDER>.py | ||
├── operators/ | ||
│ ├── __init__.py | ||
│ ├── test_<NEW_PROVIDER>.py | ||
│ └── test_<NEW_PROVIDER>_system.py | ||
├── sensors/ | ||
│ ├── __init__.py | ||
│ └── test_<NEW_PROVIDER>.py | ||
└── transfers/ | ||
├── __init__.py | ||
└── test_<NEW_PROVIDER>.py | ||
Considering that you have already transferred your provider's code to the above structure, it will now be necessary | ||
to create unit tests for each component you created. The example below I have already set up an environment using | ||
breeze and I'll run unit tests for my Hook. | ||
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.. code-block:: bash | ||
root@fafd8d630e46:/opt/airflow# python -m pytest tests/providers/<NEW_PROVIDER>/hook/<NEW_PROVIDER>.py | ||
Update Airflow validation tests | ||
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | ||
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There are some tests that Airflow performs to ensure consistency that is related to the providers. | ||
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.. code-block:: bash | ||
airflow/scripts/in_container/ | ||
└── run_install_and_test_provider_packages.sh | ||
tests/core/ | ||
└── test_providers_manager.py | ||
Change expected number of providers, hooks and connections if needed in ``run_install_and_test_provider_packages.sh`` file. | ||
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Add your provider information in the following variables in ``test_providers_manager.py``: | ||
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- add your provider to ``ALL_PROVIDERS`` list; | ||
- add your provider into ``CONNECTIONS_LIST`` if your provider create a new connection type. | ||
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Integration tests | ||
^^^^^^^^^^^^^^^^^ | ||
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See `Airflow Integration Tests <https://github.com/apache/airflow/blob/master/TESTING.rst#airflow-integration-tests>`_ | ||
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Documentation | ||
^^^^^^^^^^^^^ | ||
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An important part of building a new provider is the documentation. | ||
Some steps for documentation occurs automatically by ``pre-commit`` see `Installing pre-commit guide <https://github.com/apache/airflow/blob/master/CONTRIBUTORS_QUICK_START.rst#pre-commit>`_ | ||
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.. code-block:: bash | ||
airflow/ | ||
├── INSTALL | ||
├── CONTRIBUTING.rst | ||
├── setup.py | ||
├── docs/ | ||
│ ├── spelling_wordlist.txt | ||
│ ├── apache-airflow/ | ||
│ │ └── extra-packages-ref.rst | ||
│ ├── integration-logos/<NEW_PROVIDER>/ | ||
│ │ └── <NEW_PROVIDER>.png | ||
│ └── apache-airflow-providers-<NEW_PROVIDER>/ | ||
│ ├── index.rst | ||
│ ├── commits.rst | ||
│ ├── connections.rst | ||
│ └── operators/ | ||
│ └── <NEW_PROVIDER>.rst | ||
└── providers/ | ||
├── dependencies.json | ||
└── <NEW_PROVIDER>/ | ||
├── provider.yaml | ||
└── CHANGELOG.rst | ||
Files automatically updated by pre-commit: | ||
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- ``airflow/providers/dependencies.json`` | ||
- ``INSTALL`` | ||
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Files automatically created when the provider is released: | ||
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- ``docs/apache-airflow-providers-<NEW_PROVIDER>/commits.rst`` | ||
- ``/airflow/providers/<NEW_PROVIDER>/CHANGELOG`` | ||
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There is a chance that your provider's name is not a common English word. | ||
In this case is necessary to add it to the file ``docs/spelling_wordlist.txt``. This file begin with capitalized words and | ||
lowercase in the second block. | ||
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.. code-block:: bash | ||
Namespace | ||
Neo4j | ||
Nextdoor | ||
<NEW_PROVIDER> (new line) | ||
Nones | ||
NotFound | ||
Nullable | ||
... | ||
neo4j | ||
neq | ||
networkUri | ||
<NEW_PROVIDER> (new line) | ||
nginx | ||
nobr | ||
nodash | ||
Add your provider dependencies into **PROVIDER_REQUIREMENTS** variable in ``setup.py``. If your provider doesn't have | ||
any dependency add a empty list. | ||
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.. code-block:: python | ||
PROVIDERS_REQUIREMENTS: Dict[str, List[str]] = { | ||
... | ||
'microsoft.winrm': winrm, | ||
'mongo': mongo, | ||
'mysql': mysql, | ||
'neo4j': neo4j, | ||
'<NEW_PROVIDER>': [], | ||
'odbc': odbc, | ||
... | ||
} | ||
In the ``CONTRIBUTING.rst`` adds: | ||
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- your provider name in the list in the **Extras** section | ||
- your provider dependencies in the **Provider Packages** section table, only if your provider has external dependencies. | ||
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In the ``docs/apache-airflow-providers-<NEW_PROVIDER>/connections.rst``: | ||
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- add information how to configure connection for your provider. | ||
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In the ``docs/apache-airflow-providers-<NEW_PROVIDER>/operators/<NEW_PROVIDER>.rst``: | ||
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- add information how to use the Operator. It's important to add examples and additional information if your Operator has extra-parameters. | ||
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.. code-block:: RST | ||
.. _howto/operator:NewProviderOperator: | ||
NewProviderOperator | ||
=================== | ||
Use the :class:`~airflow.providers.<NEW_PROVIDER>.operators.NewProviderOperator` to do something | ||
amazing with Airflow! | ||
Using the Operator | ||
^^^^^^^^^^^^^^^^^^ | ||
The NewProviderOperator requires a ``connection_id`` and this other awesome parameter. | ||
You can see an example below: | ||
.. exampleinclude:: /../../airflow/providers/<NEW_PROVIDER>/example_dags/example_<NEW_PROVIDER>.py | ||
:language: python | ||
:start-after: [START howto_operator_<NEW_PROVIDER>] | ||
:end-before: [END howto_operator_<NEW_PROVIDER>] | ||
In the ``docs/apache-airflow-providers-new_provider/index.rst``: | ||
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- add all information of the purpose of your provider. It is recommended to check with another provider to help you complete this document as best as possible. | ||
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In the ``airflow/providers/<NEW_PROVIDER>/provider.yaml`` add information of your provider: | ||
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.. code-block:: yaml | ||
package-name: apache-airflow-providers-<NEW_PROVIDER> | ||
name: <NEW_PROVIDER> | ||
description: | | ||
`<NEW_PROVIDER> <https://example.io/>`__ | ||
versions: | ||
- 1.0.0 | ||
integrations: | ||
- integration-name: <NEW_PROVIDER> | ||
external-doc-url: https://www.example.io/ | ||
logo: /integration-logos/<NEW_PROVIDER>/<NEW_PROVIDER>.png | ||
how-to-guide: | ||
- /docs/apache-airflow-providers-<NEW_PROVIDER>/operators/<NEW_PROVIDER>.rst | ||
tags: [service] | ||
operators: | ||
- integration-name: <NEW_PROVIDER> | ||
python-modules: | ||
- airflow.providers.<NEW_PROVIDER>.operators.<NEW_PROVIDER> | ||
hooks: | ||
- integration-name: <NEW_PROVIDER> | ||
python-modules: | ||
- airflow.providers.<NEW_PROVIDER>.hooks.<NEW_PROVIDER> | ||
sensors: | ||
- integration-name: <NEW_PROVIDER> | ||
python-modules: | ||
- airflow.providers.<NEW_PROVIDER>.sensors.<NEW_PROVIDER> | ||
hook-class-names: | ||
- airflow.providers.<NEW_PROVIDER>.hooks.<NEW_PROVIDER>.NewProviderHook | ||
You only need to add ``hook-class-names`` in case you have some hooks that have customized UI behavior. | ||
For more information see `Custom connection types <http://airflow.apache.org/docs/apache-airflow/stable/howto/connection.html#custom-connection-types>`_ | ||
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After changing and creating these files you can build the documentation locally. The two commands below will | ||
serve to accomplish this. The first will build your provider's documentation. The second will ensure that the | ||
main Airflow documentation that involves some steps with the providers is also working. | ||
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.. code-block:: bash | ||
./breeze build-docs -- --package-filter apache-airflow-providers-<NEW_PROVIDER> | ||
./breeze build-docs -- --package-filter apache-airflow | ||
How-to Update a community provider | ||
---------------------------------- | ||
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See `Provider packages versioning <https://github.com/apache/airflow/blob/master/dev/README_RELEASE_PROVIDER_PACKAGES.md#provider-packages-versioning>`_ |
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