Unfortunately, I haven't found any other proper solution for this. In order to execute papermill in the container remember to change the command parameter with the following: command="papermill /opt/airflow/notebooks/name_of_your_notebook.ipynb /opt/airflow/output/output_notebook.ipynb -k papermill -p param1 1 -p param2 -p param3 3",ĭon't forget to change permissions of the /var/run/docker.sock file from outside the docker containers with the following command: sudo chmod 666 /var/run/docker.sock You can create new dags by using the code in the papermill_test.py file as a template. Here you can use the code in the example here. papermill/environments/environments.yml name: papermill You can use the usual pip install -r requirements.txt file. Python -m ipykernel install -user -name=papermillĬMD environments/requirements.txt requirements.txt environments/environment.yml environment.ymlĬOPY. Papermill/Dockerfile FROM continuumio/miniconda3:4.10.3-alpineĬOPY. core.dagconcurrency: max number of tasks that. Example: t1 BaseOperator (pool'mycustompool', taskconcurrency12) Options that are specified across an entire Airflow setup: core.parallelism: maximum number of tasks running across an entire Airflow installation. Source='//airflow/papermill/output/', # todo change it when in prod taskconcurrency: concurrency limit for the same task across multiple DAG runs. Source='//airflow/papermill/data/', # todo change it when in prod airflow/papermill/notebooks/', # todo change it when in prod postgres-db-volume:/var/lib/postgresql/data The following parameters are defined in this example: ciconnid: The connection ID for the Airflow connection you created in Step 3. How do I trigger the notebooks in notebook service? version: "3"ĪIRFLOW_CORE_DAGS_ARE_PAUSED_AT_CREATION: "true"ĪIRFLOW_API_AUTH_BACKEND: ".basic_auth" You may wish to update some of the other parameters in your operator, particularly the image and registryconnid if you chose a different Docker image. And for the sake of the question, assume that the papermill operator is already installed.
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