Skip to main content

Python SDK and CLI for the Renku platform.

Project description

..
Copyright 2017-2018 - Swiss Data Science Center (SDSC)
A partnership between École Polytechnique Fédérale de Lausanne (EPFL) and
Eidgenössische Technische Hochschule Zürich (ETHZ).

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.

==============================
Renku CLI and SDK for Python
==============================

.. image:: https://img.shields.io/travis/SwissDataScienceCenter/renku-python.svg
:target: https://travis-ci.org/SwissDataScienceCenter/renku-python

.. image:: https://img.shields.io/coveralls/SwissDataScienceCenter/renku-python.svg
:target: https://coveralls.io/r/SwissDataScienceCenter/renku-python

.. image:: https://img.shields.io/github/tag/SwissDataScienceCenter/renku-python.svg
:target: https://github.com/SwissDataScienceCenter/renku-python/releases

.. image:: https://img.shields.io/pypi/dm/renku.svg
:target: https://pypi.python.org/pypi/renku

.. image:: http://readthedocs.org/projects/renku-python/badge/?version=latest
:target: http://renku-python.readthedocs.io/en/latest/?badge=latest
:alt: Documentation Status

.. image:: https://img.shields.io/github/license/SwissDataScienceCenter/renku-python.svg
:target: https://github.com/SwissDataScienceCenter/renku-python/blob/master/LICENSE

A Python library for the `Renku collaborative data science platform
<https://github.com/SwissDataScienceCenter/renku>`_. 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
<https://renku.readthedocs.io/en/latest/user/setup.html>`_.

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

Use following installation steps based on your operating system and preferences
if you would like to work with the command line interface and you do not need
the Python library to be importable.

MacOS
~~~~~

The recommended way of installing Renku on MacOS is via `Homebrew <brew.sh>`_.

::

$ brew tap swissdatasciencecenter/renku
$ brew install renku

..
TODO: uncomment one the snap build works.

Linux
~~~~~

There are universal *snap* packages available for Renku. Make sure you
have the ``snap`` command available or `install snapd
<https://docs.snapcraft.io/core/install>`_.

::

$ open https://launchpad.net/~swissdatasciencecenter/+snap/renku/
$ snap install renku

Pip Script Installer (``pipsi``)
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

You can use `pipsi <https://github.com/mitsuhiko/pipsi>`_ to isolate
dependencies and to guarantee that there are no version conflicts. Make sure
you have the ``pipsi`` command correctly installed and ``~/.local/bin`` is in
your ``$PATH``.

::

$ pipsi install renku
$ which renku
~/.local/bin/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/


..
Copyright 2017 - Swiss Data Science Center (SDSC)
A partnership between École Polytechnique Fédérale de Lausanne (EPFL) and
Eidgenössische Technische Hochschule Zürich (ETHZ).

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.

Changes
=======

Version 0.2.0rc1 (released 2018-08-23)

- Refactored version using Git and Common Workflow Language.

Version 0.1.0 (released 2017-09-06)

- Initial public release as Renga.


Project details


Release history Release notifications | RSS feed

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

renku-0.2.0rc1.tar.gz (104.3 kB view details)

Uploaded Source

Built Distribution

renku-0.2.0rc1-py2.py3-none-any.whl (96.8 kB view details)

Uploaded Python 2 Python 3

File details

Details for the file renku-0.2.0rc1.tar.gz.

File metadata

  • Download URL: renku-0.2.0rc1.tar.gz
  • Upload date:
  • Size: 104.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.11.0 pkginfo/1.4.2 requests/2.19.1 setuptools/40.2.0 requests-toolbelt/0.8.0 tqdm/4.25.0 CPython/3.6.3

File hashes

Hashes for renku-0.2.0rc1.tar.gz
Algorithm Hash digest
SHA256 56a465a9d801e973ae3d4594114a14a034c5a1091f41b5df22738ba3c502c8c3
MD5 b4b6b45b13ef1bdbba0387d904afb237
BLAKE2b-256 258533b6818588adcd850db1d0297e6e358a0a72a9447af44dda1f220754202b

See more details on using hashes here.

File details

Details for the file renku-0.2.0rc1-py2.py3-none-any.whl.

File metadata

  • Download URL: renku-0.2.0rc1-py2.py3-none-any.whl
  • Upload date:
  • Size: 96.8 kB
  • Tags: Python 2, Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.11.0 pkginfo/1.4.2 requests/2.19.1 setuptools/40.2.0 requests-toolbelt/0.8.0 tqdm/4.25.0 CPython/3.6.3

File hashes

Hashes for renku-0.2.0rc1-py2.py3-none-any.whl
Algorithm Hash digest
SHA256 dbdf8a485c676106efa15dbd39ef0ead2040c1db11f994ed7ea7bbeac5c9ae4a
MD5 33dc5c32f1666d371a6a05f6a27ce4f3
BLAKE2b-256 1d61b6ef658300abf7b80adde03f4ad5a36718fab205f34519b2e22fc6db1b5f

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page