| .. 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. |
| |
| **The outline for this document in GitHub is available at top-right corner button (with 3-dots and 3 lines).** |
| |
| Setup your project |
| ################## |
| |
| 1. Open your IDE or source code editor and select the option to clone the repository |
| |
| .. raw:: html |
| |
| <div align="center" style="padding-bottom:10px"> |
| <img src="images/vscode_clone.png" |
| alt="Cloning github fork to Visual Studio Code"> |
| </div> |
| |
| |
| 2. Paste the copied clone link in the URL field and submit. |
| |
| .. raw:: html |
| |
| <div align="center" style="padding-bottom:10px"> |
| <img src="images/vscode_click_on_clone.png" |
| alt="Cloning github fork to Visual Studio Code"> |
| </div> |
| |
| 3. If you use official Python plugin you also have to add "tests" directly of each |
| provider you want to develop as "Extra Paths". This way respective provider tests code |
| can be addressed in imports as ``from unit.postgres.hooks.test_postgres import ...`` |
| This is important in Airflow 3.0 we split providers to be separate distributions - |
| each with separate ``pyproject.toml`` file. This might improve and might be better |
| automated in the future, but for now you need to do it for each provider separately. |
| |
| To do this, open ``File -> Preferences -> Settings`` |
| |
| .. raw:: html |
| |
| <div align="center" style="padding-bottom:10px"> |
| <img src="images/vscode_settings_menu.png" |
| alt="Open VS Code settings menu"> |
| </div> |
| |
| In ``Settings`` tab navigate to ``Workspace`` (this will set extra paths only for this project) |
| and go to ``Extensions -> Pylance`` section. At ``Python -> Analysis: Extra Paths`` add |
| the path to the tests directory of the provider you want to develop. |
| |
| .. raw:: html |
| |
| <div align="center" style="padding-bottom:10px"> |
| <img src="images/vscode_add_extra_paths_item.png" |
| alt="Add providers test directory to Extra Paths in Pylance"> |
| </div> |
| |
| NB: if you use pyright as LSP with other editor you can set ``extraPaths`` the same |
| way in ``pyrightconfig.json``, see |pyright_conf_md|. |
| |
| .. |pyright_conf_md| raw:: html |
| |
| <a href="https://github.com/microsoft/pyright/blob/main/docs/configuration.md" target="_blank">pyright configuration docs</a> |
| |
| 4. Once step 3 is done it is recommended to restart VS Code. |
| |
| Setting up debugging |
| #################### |
| |
| 1. Configuring Airflow database connection |
| |
| - Airflow is by default configured to use SQLite database. Configuration can be seen on local machine |
| ``~/airflow/airflow.cfg`` under ``sql_alchemy_conn``. |
| |
| - Installing required dependency for MySQL connection in ``airflow-env`` on local machine. |
| |
| .. code-block:: bash |
| |
| $ pyenv activate airflow-env |
| $ pip install PyMySQL |
| |
| - Now set ``sql_alchemy_conn = mysql+pymysql://root:@127.0.0.1:23306/airflow?charset=utf8mb4`` in file |
| ``~/airflow/airflow.cfg`` on local machine. |
| |
| 1. Debugging an example DAG |
| |
| - In Visual Studio Code open airflow project, directory ``/files/dags`` of local machine is by default mounted to docker |
| machine when breeze airflow is started. So any DAG file present in this directory will be picked automatically by |
| scheduler running in docker machine and same can be seen on ``http://127.0.0.1:28080``. |
| |
| - Copy any example DAG present in the ``/airflow/example_dags`` directory to ``/files/dags/``. |
| |
| - Add a ``__main__`` block at the end of your DAG file to make it runnable. It will run a ``back_fill`` job: |
| |
| .. code-block:: python |
| |
| |
| if __name__ == "__main__": |
| dag.test() |
| |
| - Add ``"AIRFLOW__CORE__EXECUTOR": "DebugExecutor"`` to the ``"env"`` field of Debug configuration. |
| |
| - Using the ``Run`` view click on ``Create a launch.json file`` |
| |
| .. raw:: html |
| |
| <div align="center" style="padding-bottom:10px"> |
| <img src="images/vscode_add_configuration_1.png" |
| alt="Add Debug Configuration to Visual Studio Code"> |
| <img src="images/vscode_add_configuration_2.png" |
| alt="Add Debug Configuration to Visual Studio Code"> |
| <img src="images/vscode_add_configuration_3.png" |
| alt="Add Debug Configuration to Visual Studio Code"> |
| </div> |
| |
| - Change ``"program"`` to point to an example dag and add ``"env"`` and ``"python"`` fields to the new Python configuration |
| |
| .. code-block:: json |
| |
| { |
| "configurations": [ |
| "program": "${workspaceFolder}/files/dags/example_bash_operator.py", |
| "env": { |
| "PYTHONUNBUFFERED": "1", |
| "AIRFLOW__CORE__EXECUTOR": "DebugExecutor" |
| }, |
| "python": "${env:HOME}/.pyenv/versions/airflow/bin/python" |
| ] |
| } |
| |
| .. raw:: html |
| |
| <div align="center" style="padding-bottom:10px"> |
| <img src="images/vscode_add_env_variable.png" |
| alt="Add environment variable to Visual Studio Code Debug configuration"> |
| </div> |
| |
| - Now Debug an example dag and view the entries in tables such as ``dag_run, xcom`` etc in mysql workbench. |
| |
| Creating a branch |
| ################# |
| |
| 1. Click on the branch symbol in the status bar |
| |
| .. raw:: html |
| |
| <div align="center" style="padding-bottom:10px"> |
| <img src="images/vscode_creating_branch_1.png" |
| alt="Creating a new branch"> |
| </div> |
| |
| 2. Give a name to a branch and checkout |
| |
| .. raw:: html |
| |
| <div align="center" style="padding-bottom:10px"> |
| <img src="images/vscode_creating_branch_2.png" |
| alt="Giving a name to a branch"> |
| </div> |
| |
| Follow the `Quick start <../03_contributors_quick_start.rst>`_ for typical development tasks. |