Execute and Render notebooks as HTML reports.
Project description
Generate reproducible reports from Rmarkdown or jupyter notebooks
Reportsrender allows to create reproducible, consistently looking HTML reports from both jupyter notebooks and Rmarkdown files. It makes use of papermill and Rmarkdown to execute notebooks and uses Pandoc to convert them to HTML.
- Features:
two execution engines: papermill and Rmarkdown.
support any format supported by jupytext.
create self-contained HTML that can be shared easily.
hide inputs and/or outputs of cells.
parametrized reports
See the documentation for more details!
Getting started
Execute an rmarkdown document to HTML using the Rmarkdown engine
reportsrender rmd my_notebook.Rmd report.html
Execute a parametrized jupyter notebook with papermill
reportsrender papermill jupyter_notebook.ipynb report.html --params="data_file=table.tsv"
TODO add example notebooks.
Usage from command line
reportsrender Execute and render a jupyter/Rmarkdown notebook. Usage: reportsrender <notebook> <out_file> [options] reportsrender --help Options: -h --help Show this screen. --cpus=<cpus> Number of CPUs to use for Numba/Numpy/OpenBLAS/MKL [default: 1] --params=<params> space-separated list of key-value pairs that will be passed to papermill/Rmarkdown. E.g. "input_file=dir/foo.txt output_file=dir2/bar.html" --engine=<engine> Engine to execute the notebook. [default: auto] Possible engines are: auto Use `rmd` engine for `*.Rmd` files, papermill otherwise. rmd Use `rmarkdown` to execute the notebook. Supports R and python (through reticulate) papermill User `papermill` to execute the notebook. Works for every kernel available in the jupyter installation.
Installation
Conda (recommended):
As this package dependes on both R and Python packages, I recommend to install the package through conda.
I yet need to create a conda package and upload it on conda-forge, but you can create the following environment and install the package:
conda create -c bioconda -c conda-forge -n reportsrender \ "python>=3.6" \ "r-base>=3.5" \ r-rmarkdown \ r-reticulate \ r-bookdown \ flit \ pandoc conda activate reportsrender flit installfrom github:grst/reportsrender
Manual install:
Get dependencies:
Python
For the Rmarkdown render engine additionally:
R and the following packages:
rmarkdown reticulate
Install from github:
pip install flit flit installfrom github:grst/reportsrender
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