papermill1

Usage

Overview

This utility executes a single notebook in a subprocess.

Papermill takes a source notebook, applies parameters to the source notebook, executes the notebook with the specified kernel, and saves the output in the destination notebook.

The NOTEBOOK_PATH and OUTPUT_PATH can now be replaced by `-` representing stdout and stderr, or by the presence of pipe inputs / outputs. Meaning that

`<generate input>... | papermill | ...<process output>`

with `papermill - -` being implied by the pipes will read a notebook from stdin and write it out to stdout.

Options

--help-notebook

Display parameters information for the given notebook path.

-p, --parameters TEXT...

Parameters to pass to the parameters cell.

-r, --parameters_raw TEXT...

Parameters to be read as raw string.

-f, --parameters_file TEXT

Path to YAML file containing parameters.

-y, --parameters_yaml TEXT

YAML string to be used as parameters.

-b, --parameters_base64 TEXT

Base64 encoded YAML string as parameters.

--inject-input-path

Insert the path of the input notebook as PAPERMILL_INPUT_PATH as a notebook parameter.

--inject-output-path

Insert the path of the output notebook as PAPERMILL_OUTPUT_PATH as a notebook parameter.

--inject-paths

Insert the paths of input/output notebooks as PAPERMILL_INPUT_PATH/PAPERMILL_OUTPUT_PATH as notebook parameters.

--engine TEXT

The execution engine name to use in evaluating the notebook.

--request-save-on-cell-execute / --no-request-save-on-cell-execute

Request save notebook after each cell execution

--autosave-cell-every INTEGER

How often in seconds to autosave the notebook during long cell executions (0 to disable)

--prepare-only / --prepare-execute

Flag for outputting the notebook without execution, but with parameters applied.

-k, --kernel TEXT

Name of kernel to run. Ignores kernel name in the notebook document metadata.

-l, --language TEXT

Language for notebook execution. Ignores language in the notebook document metadata.

--cwd TEXT

Working directory to run notebook in.

--progress-bar / --no-progress-bar

Flag for turning on the progress bar.

--log-output / --no-log-output

Flag for writing notebook output to the configured logger.

--stdout-file FILENAME

File to write notebook stdout output to.

--stderr-file FILENAME

File to write notebook stderr output to.

--log-level [NOTSET|DEBUG|INFO|WARNING|ERROR|CRITICAL]

Set log level

--start-timeout, --start_timeout INTEGER

Time in seconds to wait for kernel to start.

--execution-timeout INTEGER

Time in seconds to wait for each cell before failing execution (default: forever)

--report-mode / --no-report-mode

Flag for hiding input.

--version

Flag for displaying the version.

-h, --help

Show this message and exit.