contributing-docs/23_provider_hook_migration_to_yaml.rst
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We can now, redefine connection form metadata declaratively in provider.yaml of a provider instead of Python hook code,
reducing dependencies and improving API server startup performance.
.. contents:: Table of Contents :depth: 2 :local:
Previously, connection form UI metadata was defined in hook code of a provider using:
get_connection_form_widgets() - Custom form fieldsget_ui_field_behaviour() - Field customizations (hidden, relabeling, placeholders)These methods required importing heavy dependencies flask_appbuilder and wtforms, adding unnecessary dependencies
to the API server and having API server to load all the provider hook code just to display a static form.
The new yaml approach allows metadata to be loaded without importing hook classes.
Connection metadata is defined under connection-types in provider.yaml of a provider:
ui-field-behaviour
Customizations for standard connection fields:
.. code-block:: yaml
ui-field-behaviour:
hidden-fields:
- schema
- extra
relabeling:
host: Registry URL
login: Username
placeholders:
port: '5432'
conn-fields
~~~~~~~~~~~
Custom fields which will be stored within ``Connection.extra``. The ``schema`` property uses
`JSON Schema <https://json-schema.org/>`_ to define field types and validation. For details on
supported field options, see
`Use Params to Provide a Trigger UI Form <https://airflow.apache.org/docs/apache-airflow/stable/core-concepts/params.html#use-params-to-provide-a-trigger-ui-form>`_.
.. code-block:: yaml
conn-fields:
keyfile_dict:
label: "Keyfile JSON"
description: "Service account JSON key"
schema:
type: string
format: password
project:
label: "Project Id"
schema:
type: string
default: "my-project"
Migration Tool
--------------
The ``generate_yaml_format_for_hooks.py`` script extracts metadata from existing Python hook code.
Use the airflow virtual environment to run the script.
Basic Usage
~~~~~~~~~~~
Extract from a provider:
.. code-block:: bash
python scripts/generate_yaml_format_for_hooks.py --provider docker
Extract from a specific hook (some providers can have many hooks):
.. code-block:: bash
python scripts/generate_yaml_format_for_hooks.py \
--hook-class airflow.providers.docker.hooks.docker.DockerHook
Update provider.yaml directly:
.. code-block:: bash
python scripts/generate_yaml_format_for_hooks.py --provider docker --update-yaml