Prefect Docs

# Jupyter Tasks

A collection of tasks for running Jupyter notebooks.

# ExecuteNotebook

class

prefect.tasks.jupyter.jupyter.ExecuteNotebook

(path=None, parameters=None, log_output=False, output_format="notebook", exporter_kwargs=None, kernel_name=None, **kwargs)[source]

Task for running Jupyter Notebooks. In order to parametrize the notebook, you need to mark the parameters cell as described in the papermill documentation: https://papermill.readthedocs.io/en/latest/usage-parameterize.html

Args:

  • path (string, optional): path to fetch the notebook from. Can be a cloud storage path. Can also be provided post-initialization by calling this task instance
  • parameters (dict, optional): dictionary of parameters to use for the notebook Can also be provided at runtime
  • log_output (bool): whether or not to log notebook cell output to the papermill logger.
  • output_format (str, optional): Notebook output format, should be a valid nbconvert Exporter name. 'json' is treated as 'notebook'. Valid exporter names: asciidoc, custom, html, latex, markdown, notebook, pdf, python, rst, script, slides, webpdf. (default: notebook)
  • exporter_kwargs (dict, optional): The arguments used for initializing the exporter.
  • kernel_name (string, optional): kernel name to run the notebook with. If not provided, the default kernel will be used.
  • **kwargs: additional keyword arguments to pass to the Task constructor

methods:                                                                                                                                                       

prefect.tasks.jupyter.jupyter.ExecuteNotebook.run

(path=None, parameters=None, output_format=None, exporter_kwargs=None)[source]

Run a Jupyter notebook and output as HTML, notebook, or other formats.

Args:

  • path (string, optional): path to fetch the notebook from; can also be a cloud storage path
  • parameters (dict, optional): dictionary of parameters to use for the notebook
  • output_format (str, optional): Notebook output format, should be a valid nbconvert Exporter name. 'json' is treated as 'notebook'. Valid exporter names: asciidoc, custom, html, latex, markdown, notebook, pdf, python, rst, script, slides, webpdf. (default: notebook)
  • exporter_kwargs (dict, optional): The arguments used for initializing the exporter.


This documentation was auto-generated from commit bd9182e
on July 31, 2024 at 18:02 UTC

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