This release is a pre-release and may not be stable for production use.
A Python library for the Renku collaborative data science platform. It allows the user to create projects, manage datasets, and capture data provenance while performing analysis tasks.
- NOTE:
renku-python is the python library for Renku that provides an SDK and a command-line interface (CLI). It does not start the Renku platform itself - for that, refer to the Renku docs on running the platform.
Installation
The latest release is available on PyPI and can be installed using pip:
$ pip install renku
The latest code can be installed directly from the Git repository:
$ pip install -e git+https://github.com/SwissDataScienceCenter/renku-python.git#egg=renku
Usage
Initialize a renku project:
$ mkdir -p ~/temp/my-renku-project $ cd ~/temp/my-renku-project $ renku init
Create a dataset and add data to it:
$ renku dataset create my-dataset $ renku dataset add my-dataset https://raw.githubusercontent.com/SwissDataScienceCenter/renku-python/master/README.rst
Run an analysis:
$ renku run wc < data/my-dataset/README.rst > wc_readme
Trace the data provenance:
$ renku log wc_readme
These are the basics, but there is much more that Renku allows you to do with your data analysis workflows. The full documentation will soon be available at: https://renku-python.readthedocs.io/
Changes
Version 0.1.0 (released TBD)
Initial public release.
2 maintainers
Metadata
2 maintainers
Release files for renku 0.1.0.dev20180518
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| renku-0.1.0.dev20180518.tar.gz | 151.4 kB | Without provenance | Details for renku-0.1.0.dev20180518.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| renku-0.1.0.dev20180518-py2.py3-none-any.whl | Python 3, Python 2 | none | any | Details for renku-0.1.0.dev20180518-py2.py3-none-any.whl |
Total release size: 255.0 kB
Release files / renku-0.1.0.dev20180518.tar.gz
| Download URL | renku-0.1.0.dev20180518.tar.gz |
|---|---|
| Size | 151.4 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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Release files / renku-0.1.0.dev20180518-py2.py3-none-any.whl
| Download URL | renku-0.1.0.dev20180518-py2.py3-none-any.whl |
|---|---|
| Size | 103.6 kB |
| Tags | Python 2 Python 3 |
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SHA-256 checksum How to use checksums |
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Security for renku 0.1.0.dev20180518
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