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Getting Started =============== To get started with *PyDolphinScheduler* you must ensure python and pip installed on your machine, if you're already set up, you can skip straight to `Installing PyDolphinScheduler`_, otherwise please continue with `Installing Python`_. Installing Python ----------------- How to install `python` and `pip` depends on what operating system you're using. The python wiki provides up to date `instructions for all platforms here`_. When you entering the website and choice your operating system, you would be offered the choice and select python version. *PyDolphinScheduler* recommend use version above Python 3.6 and we highly recommend you install *Stable Releases* instead of *Pre-releases*. After you have download and installed Python, you should open your terminal, typing and running :code:`python --version` to check whether the installation is correct or not. If all thing good, you could see the version in console without error(here is a example after Python 3.8.7 installed) .. code-block:: bash python --version Will see detail of Python version, such as *Python 3.8.7* Installing PyDolphinScheduler ----------------------------- After Python is already installed on your machine following section `installing Python`_, it easy to *PyDolphinScheduler* by pip. .. code-block:: bash python -m pip install apache-dolphinscheduler The latest version of *PyDolphinScheduler* would be installed after you run above command in your terminal. You could go and `start Python Gateway Service`_ to finish the prepare, and then go to :doc:`tutorial` to make your hand dirty. But if you want to install the unreleased version of *PyDolphinScheduler*, you could go and see section `installing PyDolphinScheduler in dev branch`_ for more detail. .. note:: Currently, we released multiple pre-release package in PyPI, you can see all released package including pre-release in `release history `_. You can fix the the package version if you want to install pre-release package, for example if you want to install version `3.0.0-beta-2` package, you can run command :code:`python -m pip install apache-dolphinscheduler==3.0.0b2`. Installing PyDolphinScheduler In DEV Branch ------------------------------------------- Because the project is developing and some of the features still not release. If you want to try some thing unreleased you could install from the source code which we hold in GitHub .. code-block:: bash # Clone Apache DolphinScheduler repository git clone git@github.com:apache/dolphinscheduler.git # Install PyDolphinScheduler in develop mode cd dolphinscheduler-python/pydolphinscheduler && python -m pip install -e . After you installed *PyDolphinScheduler*, please remember `start Python Gateway Service`_ which waiting for *PyDolphinScheduler*'s workflow definition require. Above command will clone whole dolphinscheduler source code to local, maybe you want to install latest pydolphinscheduler package directly and do not care about other code(including Python gateway service code), you can execute command .. code-block:: bash # Must escape the '&' character by adding '\' pip install -e "git+https://github.com/apache/dolphinscheduler.git#egg=apache-dolphinscheduler&subdirectory=dolphinscheduler-python/pydolphinscheduler" Start Python Gateway Service ---------------------------- Since **PyDolphinScheduler** is Python API for `Apache DolphinScheduler`_, it could define workflow and tasks structure, but could not run it unless you `install Apache DolphinScheduler`_ and start its API server which including Python gateway service in it. We only and some key steps here and you could go `install Apache DolphinScheduler`_ for more detail .. code-block:: bash # Start DolphinScheduler api-server which including python gateway service ./bin/dolphinscheduler-daemon.sh start api-server To check whether the server is alive or not, you could run :code:`jps`. And the server is health if keyword `ApiApplicationServer` in the console. .. code-block:: bash jps # .... # 201472 ApiApplicationServer # .... .. note:: Please make sure you already enabled started Python gateway service along with `api-server`. The configuration is in yaml config path `python-gateway.enabled : true` in api-server's configuration path in `api-server/conf/application.yaml`. The default value is true and Python gateway service start when api server is been started. Run an Example -------------- Before run an example for pydolphinscheduler, you should get the example code from it source code. You could run single bash command to get it .. code-block:: bash wget https://raw.githubusercontent.com/apache/dolphinscheduler/dev/dolphinscheduler-python/pydolphinscheduler/src/pydolphinscheduler/examples/tutorial.py or you could copy-paste the content from `tutorial source code`_. And then you could run the example in your terminal .. code-block:: bash python tutorial.py If you want to submit your workflow to a remote API server, which means that your workflow script is different from the API server, you should first change pydolphinscheduler configuration and then submit the workflow script .. code-block:: bash pydolphinscheduler config --init pydolphinscheduler config --set java_gateway.address python tutorial.py .. note:: You could see more information in :doc:`config` about all the configurations pydolphinscheduler supported. After that, you could go and see your DolphinScheduler web UI to find out a new workflow created by pydolphinscheduler, and the path of web UI is `Project -> Workflow -> Workflow Definition`. What's More ----------- If you do not familiar with *PyDolphinScheduler*, you could go to :doc:`tutorial` and see how it works. But if you already know the basic usage or concept of *PyDolphinScheduler*, you could go and play with all :doc:`tasks/index` *PyDolphinScheduler* supports, or see our :doc:`howto/index` about useful cases. .. _`instructions for all platforms here`: https://wiki.python.org/moin/BeginnersGuide/Download .. _`Apache DolphinScheduler`: https://dolphinscheduler.apache.org .. _`install Apache DolphinScheduler`: https://dolphinscheduler.apache.org/en-us/docs/latest/user_doc/guide/installation/standalone.html .. _`tutorial source code`: https://raw.githubusercontent.com/apache/dolphinscheduler/dev/dolphinscheduler-python/pydolphinscheduler/src/pydolphinscheduler/examples/tutorial.py