airflow bashoperator python script
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apache airflow is an open-source platform for orchestrating complex workflows. the bashoperator is one of the many operators provided by airflow, allowing you to execute bash commands or scripts as part of your workflow. in this tutorial, we will explore how to use the bashoperator to run a python script within an airflow dag (directed acyclic graph).
make sure you have apache airflow installed. you can install it using:
let's create a simple python script that we want to execute using the bashoperator. create a file named my_python_script.py with the following content:
now, let's create an airflow dag that uses the bashoperator to run our python script. create a file named my_airflow_dag.py:
replace /path/to/my_python_script.py with the actual path to your python script.
access the airflow web ui at http://localhost:8080 and enable the my_airflow_dag dag.
trigger the dag manually or let it run according to the defined schedule.
monitor the execution of the dag and check the logs to see the output of your python script.
congratulations! you've successfully created an airflow dag using the bashoperator to execute a python script. this is a basic example, and you can customize it further based on your workflow requirements.
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