Metadata-Version: 2.1
Name: renku
Version: 0.9.2.dev1
Summary: Python SDK and CLI for the Renku platform.
Home-page: https://github.com/swissdatasciencecenter/renku-python
Author: Swiss Data Science Center
Author-email: contact@datascience.ch
License: Apache License 2.0
Project-URL: Changelog, https://github.com/swissdatasciencecenter/renku-python/blob/master/CHANGES.rst
Project-URL: Docs, https://renku-python.rtfd.io/
Description: ..
            Copyright 2017-2020 - 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
        
        .. image:: https://pullreminders.com/badge.svg
           :target: https://pullreminders.com?ref=badge
           :alt: Pull reminders
        
        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/developer/setup.html>`_.
        
        Installation
        ============
        
        The latest release is available on PyPI and can be installed using
        ``pip``:
        
        ::
        
            $ pip install renku
        
        The latest development versions are available on PyPI or from the Git
        repository:
        
        ::
        
            $ pip install --pre renku
            # - OR -
            $ 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.
        
        Homebrew
        --------
        
        The recommended way of installing Renku on MacOS and Linux is via
        `Homebrew <brew.sh>`_.
        
        ::
        
            $ brew tap swissdatasciencecenter/renku
            $ brew install renku
        
        Isolated environments using ``pipx``
        ------------------------------------
        
        Install and execute Renku in an isolated environment using ``pipx``.
        It will guarantee that there are no version conflicts with dependencies
        you are using for your work and research.
        
        `Install pipx <https://github.com/pipxproject/pipx#install-pipx>`_
        and make sure that the ``$PATH`` is correctly configured.
        
        ::
        
            $ python3 -m pip install --user pipx
            $ pipx ensurepath
        
        Once ``pipx`` is installed use following command to install ``renku``.
        
        ::
        
            $ pipx install renku
            $ which renku
            ~/.local/bin/renku
        
        Prevously we have recommended to use ``pipsi``. You can still use it or
        `migrate to **pipx**
        <https://github.com/pipxproject/pipx#migrating-to-pipx-from-pipsi>`_.
        
        Docker
        ------
        
        The containerized version of the CLI can be launched using Docker command.
        
        ::
        
            $ docker run -it -v "$PWD":"$PWD" -w="$PWD" renku/renku-python renku
        
        It makes sure your current directory is mounted to the same place in the
        container.
        
        
        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/
        
        
        Developing Renku
        ================
        
        For development it's convenient to install ``renku`` in editable mode. This is
        still possible with ``pipx``. First clone the repository and then do:
        
        ::
        
            $ pipx install \
                --editable \
                --spec <path-to-renku-python>[all] \
                renku
        
        This will install all the extras for testing and debugging.
        
        Run tests
        ---------
        
        To run tests locally with specific version of Python:
        
        ::
        
            $ pyenv install 3.7.5rc1
            $ pipenv --python ~/.pyenv/versions/3.7.5rc1/bin/python install
            $ pipenv run tests
        
        
        To recreate environment with different version of Python, it's easy to do so with the following commands:
        
        ::
        
            $ pipenv --rm
            $ pyenv install 3.6.9
            $ pipenv --python ~/.pyenv/versions/3.6.9/bin/python install
            $ pipenv run tests
        
        
        
        Using External Debuggers
        ------------------------
        
        To run ``renku`` via e.g. the `Visual Studio Code debugger
        <https://code.visualstudio.com/docs/python/debugging>`_ you need run it via
        the python executable in whatever virtual environment was used to install ``renku``. If there is a package
        needed for the debugger, you need to inject it into the virtual environment first, e.g.:
        
        ::
        
            $ pipx inject renku ptvsd
        
        
        Finally, run ``renku`` via the debugger:
        
        ::
        
            $ ~/.local/pipx/venvs/renku/bin/python -m ptvsd --host localhost --wait -m renku.cli <command>
        
        
        If using Visual Studio Code, you may also want to set the ``Remote Attach`` configuration
        ``PathMappings`` so that it will find your source code, e.g.
        
        ::
        
            {
                    "name": "Python: Remote Attach",
                    "type": "python",
                    "request": "attach",
                    "port": 5678,
                    "host": "localhost",
                    "pathMappings": [
                        {
                            "localRoot": "<path-to-renku-python-source-code>",
                            "remoteRoot": "<path-to-renku-python-source-code>"
                        }
                    ]
                },
        
        
        ..
            Copyright 2017-2020 - 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
        =======
        
        `0.9.1 <https://github.com/SwissDataScienceCenter/renku-python/compare/v0.9.0...v0.9.1>`__ (2020-02-24)
        -------------------------------------------------------------------------------------------------------
        
        Bug Fixes
        ~~~~~~~~~
        
        -  added test utility functions and cleanup
           (`#1014 <https://github.com/SwissDataScienceCenter/renku-python/issues/1014>`__)
           (`f41100d <https://github.com/SwissDataScienceCenter/renku-python/commit/f41100de7c6a30e1cf6d0cd49faedba82200c5df>`__)
        -  cache instance cleanup
           (`#1051 <https://github.com/SwissDataScienceCenter/renku-python/issues/1051>`__)
           (`12f5446 <https://github.com/SwissDataScienceCenter/renku-python/commit/12f5446ca00ca9bbb9466f4d41f52a0e4d06466d>`__)
        -  enable dataset cmd in sub directories
           (`#1012 <https://github.com/SwissDataScienceCenter/renku-python/issues/1012>`__)
           (`e3191e1 <https://github.com/SwissDataScienceCenter/renku-python/commit/e3191e154b7e5c830ab915884c2dae17e9450cc6>`__)
        -  fields with default need to come last
           (`#1046 <https://github.com/SwissDataScienceCenter/renku-python/issues/1046>`__)
           (`649b159 <https://github.com/SwissDataScienceCenter/renku-python/commit/649b15928a6c8791989e953933f676a75b7a29c7>`__)
        -  fixes renku show sibling handling with no paths
           (`#1026 <https://github.com/SwissDataScienceCenter/renku-python/issues/1026>`__)
           (`8df678f <https://github.com/SwissDataScienceCenter/renku-python/commit/8df678f887d33ea75ab118c3204fc105bcd188ed>`__)
        -  flush old keys for user projects and files
           (`#1002 <https://github.com/SwissDataScienceCenter/renku-python/issues/1002>`__)
           (`7438c73 <https://github.com/SwissDataScienceCenter/renku-python/commit/7438c7353433d60269d4adef0bd2fc49db02c029>`__)
        -  generate https IDs for entities instead of file://
           (`#1009 <https://github.com/SwissDataScienceCenter/renku-python/issues/1009>`__)
           (`87f7750 <https://github.com/SwissDataScienceCenter/renku-python/commit/87f7750e3841d6b2784656bfb6f56106ccdbf305>`__)
        -  handle errors correctly
           (`#1040 <https://github.com/SwissDataScienceCenter/renku-python/issues/1040>`__)
           (`950eeac <https://github.com/SwissDataScienceCenter/renku-python/commit/950eeac1eea619fa07bccd27e4fad54c42691e58>`__)
        -  improved list datasets and files
           (`#1034 <https://github.com/SwissDataScienceCenter/renku-python/issues/1034>`__)
           (`fd96d68 <https://github.com/SwissDataScienceCenter/renku-python/commit/fd96d685fa44777d98c4e7d6d59368c93e130a29>`__)
        -  pin idna to 2.8
           (`#1020 <https://github.com/SwissDataScienceCenter/renku-python/issues/1020>`__)
           (`19ea7af <https://github.com/SwissDataScienceCenter/renku-python/commit/19ea7af66414f8df605d328d7f10fadac828ccf5>`__)
        -  resync repo after import action
           (`#1052 <https://github.com/SwissDataScienceCenter/renku-python/issues/1052>`__)
           (`b38341b <https://github.com/SwissDataScienceCenter/renku-python/commit/b38341be4b13df493daf285be8ef2cc985fabc8b>`__)
        -  standardize test assertions
           (`#1016 <https://github.com/SwissDataScienceCenter/renku-python/issues/1016>`__)
           (`16e8e63 <https://github.com/SwissDataScienceCenter/renku-python/commit/16e8e636e2e0dd79c35e2f88c20a18c9022022f5>`__)
        -  temporarily disable integration tests
           (`#1036 <https://github.com/SwissDataScienceCenter/renku-python/issues/1036>`__)
           (`8c8fd7a <https://github.com/SwissDataScienceCenter/renku-python/commit/8c8fd7afc228b188f739e3963536f4b58bfbb22d>`__)
        -  updated readme to include local testing
           (`#1000 <https://github.com/SwissDataScienceCenter/renku-python/issues/1000>`__)
           (`351a650 <https://github.com/SwissDataScienceCenter/renku-python/commit/351a6500984ca248c8a2af7470eea343dcc7e4bf>`__)
        -  run tests via pipenv run commands
           (`#999 <https://github.com/SwissDataScienceCenter/renku-python/issues/999>`__)
           (`d8095e3 <https://github.com/SwissDataScienceCenter/renku-python/commit/d8095e3a9aebd859999acfae49f4433448480937>`__)
        
        Features
        ~~~~~~~~
        
        -  **svc:** adds job details endpoint
           (`#1050 <https://github.com/SwissDataScienceCenter/renku-python/issues/1050>`__)
           (`9c58a08 <https://github.com/SwissDataScienceCenter/renku-python/commit/9c58a086c74ff3113901891b1a7be0290157714a>`__)
        -  **svc:** added list user jobs endpoint
           (`#1001 <https://github.com/SwissDataScienceCenter/renku-python/issues/1001>`__)
           (`f3c200c <https://github.com/SwissDataScienceCenter/renku-python/commit/f3c200cae55716e5644a705efed74b6a3e9fcf40>`__)
        -  **svc:** dataset import via service
           (`#1023 <https://github.com/SwissDataScienceCenter/renku-python/issues/1023>`__)
           (`d6c670a <https://github.com/SwissDataScienceCenter/renku-python/commit/d6c670a01bef863611b114896207e15045e8ac9a>`__)
        
        .. _section-1:
        
        
        `0.9.0 <https://github.com/SwissDataScienceCenter/renku-python/compare/v0.8.2...v0.9.0>`__ (2020-02-07)
        -------------------------------------------------------------------------------------------------------
        
        Bug Fixes
        ~~~~~~~~~
        
        -  adds git user check before running renku init
           (`#892 <https://github.com/SwissDataScienceCenter/renku-python/issues/892>`__)
           (`2e52dff <https://github.com/SwissDataScienceCenter/renku-python/commit/2e52dff9dd627c93764aadb9fd1e91bd190a5de7>`__)
        -  adds sorting to file listing
           (`#960 <https://github.com/SwissDataScienceCenter/renku-python/issues/960>`__)
           (`bcf6bcd <https://github.com/SwissDataScienceCenter/renku-python/commit/bcf6bcdeb55e6c6213319678696b1b5cb9646052>`__)
        -  avoid empty commits when adding files
           (`#842 <https://github.com/SwissDataScienceCenter/renku-python/issues/842>`__)
           (`8533a7a <https://github.com/SwissDataScienceCenter/renku-python/commit/8533a7aa2e28e3937e194bef6a1d456e5dd5203e>`__)
        -  Fixes dataset naming
           (`#898 <https://github.com/SwissDataScienceCenter/renku-python/issues/898>`__)
           (`418deb3 <https://github.com/SwissDataScienceCenter/renku-python/commit/418deb3d755d8b35ebf6d11184a2e8e2b9528aae>`__)
        -  Deletes temporary branch after renku init –force
           (`#887 <https://github.com/SwissDataScienceCenter/renku-python/issues/887>`__)
           (`eac0463 <https://github.com/SwissDataScienceCenter/renku-python/commit/eac0463e31db29b7294e555bb17c47f24b02dd26>`__)
        -  enforces label on SoftwareAgent
           (`#869 <https://github.com/SwissDataScienceCenter/renku-python/issues/869>`__)
           (`71badda <https://github.com/SwissDataScienceCenter/renku-python/commit/71badda7f70d847b0f938bba8d76f53b9f5c915e>`__)
        -  Fixes JSON-LD translation and related issues
           (`#846 <https://github.com/SwissDataScienceCenter/renku-python/issues/846>`__)
           (`65e5469 <https://github.com/SwissDataScienceCenter/renku-python/commit/65e546915737bcf7ff1dd6648aad1e2dd963ca97>`__)
        -  Fixes renku run error message handling
           (`#961 <https://github.com/SwissDataScienceCenter/renku-python/issues/961>`__)
           (`81d31ff <https://github.com/SwissDataScienceCenter/renku-python/commit/81d31ffca1fcb34fea009df0d55cf7d9b2ad60b5>`__)
        -  Fixes renku update workflow failure handling and renku status error handling
           (`#888 <https://github.com/SwissDataScienceCenter/renku-python/issues/888>`__)
           (`3879124 <https://github.com/SwissDataScienceCenter/renku-python/commit/3879124a40fb17acc2cb46069598a63ae32b0075>`__)
        -  Fixes sameAs property to follow schema.org spec
           (`#944 <https://github.com/SwissDataScienceCenter/renku-python/issues/944>`__)
           (`291380e <https://github.com/SwissDataScienceCenter/renku-python/commit/291380e16046484d789fbf6485cebe04ed6a61e2>`__)
        -  handle missing renku directory
           (`#989 <https://github.com/SwissDataScienceCenter/renku-python/issues/989>`__)
           (`f938be9 <https://github.com/SwissDataScienceCenter/renku-python/commit/f938be9040049b17cb0f7d01f7c3681dc3221f13>`__)
        -  resolves symlinks when pulling LFS
           (`#981 <https://github.com/SwissDataScienceCenter/renku-python/issues/981>`__)
           (`68bd8f5 <https://github.com/SwissDataScienceCenter/renku-python/commit/68bd8f5f5a60413529f9a5eeccfb7734b1cf8d32>`__)
        -  serializes all zenodo metadata
           (`#941 <https://github.com/SwissDataScienceCenter/renku-python/issues/941>`__)
           (`787978a <https://github.com/SwissDataScienceCenter/renku-python/commit/787978ad787dc5682392545df0ac0024cf17837d>`__)
        -  Fixes various bugs in dataset import
           (`#882 <https://github.com/SwissDataScienceCenter/renku-python/issues/882>`__)
           (`be28bf5 <https://github.com/SwissDataScienceCenter/renku-python/commit/be28bf5de72fac16e951b93fd95d3fe9b815f2d5>`__)
        
        Features
        ~~~~~~~~
        
        -  add project initialization from template
           (`#809 <https://github.com/SwissDataScienceCenter/renku-python/issues/809>`__)
           (`4405744 <https://github.com/SwissDataScienceCenter/renku-python/commit/440574404248518a34992ed2f3607e861983177d>`__)
        -  added renku service with cache and datasets
           (`#788 <https://github.com/SwissDataScienceCenter/renku-python/issues/788>`__)
           (`7a7068d <https://github.com/SwissDataScienceCenter/renku-python/commit/7a7068d9912ad4112d85d32153ca06fc8386a8ce>`__),
           closes
           `#767 <https://github.com/SwissDataScienceCenter/renku-python/issues/767>`__
           `#846 <https://github.com/SwissDataScienceCenter/renku-python/issues/846>`__
        -  Adds protection for renku relevant paths in dataset add
           (`#939 <https://github.com/SwissDataScienceCenter/renku-python/issues/939>`__)
           (`a3c02e8 <https://github.com/SwissDataScienceCenter/renku-python/commit/a3c02e897aa7cb891e16f530c76709114b97b105>`__)
        -  Adds prov:Invalidated output to renku log
           (`008ab20 <https://github.com/SwissDataScienceCenter/renku-python/commit/008ab20fbd5e925231a92c58b628e821d0b43add>`__)
        -  better UX when adding to a dataset
           (`#911 <https://github.com/SwissDataScienceCenter/renku-python/issues/911>`__)
           (`c6ac967 <https://github.com/SwissDataScienceCenter/renku-python/commit/c6ac9676c38caf96a70afbc1fddd08f9ec709238>`__)
        -  check for required git hooks
           (`#854 <https://github.com/SwissDataScienceCenter/renku-python/issues/854>`__)
           (`54ba91d <https://github.com/SwissDataScienceCenter/renku-python/commit/54ba91d84f03668cb6f3dd29b2d1ca2b27b4346a>`__)
        -  Dataverse export
           (`#909 <https://github.com/SwissDataScienceCenter/renku-python/issues/909>`__)
           (`7e9e647 <https://github.com/SwissDataScienceCenter/renku-python/commit/7e9e64798f1c7777a27e28c5600003407188a988>`__)
        -  improve dataset command output
           (`#927 <https://github.com/SwissDataScienceCenter/renku-python/issues/927>`__)
           (`c7639d3 <https://github.com/SwissDataScienceCenter/renku-python/commit/c7639d3a359ab3b750ce5b8fb6d5e7f6dbd4374a>`__)
        -  metadata on dataset creation
           (`#850 <https://github.com/SwissDataScienceCenter/renku-python/issues/850>`__)
           (`b357ee7 <https://github.com/SwissDataScienceCenter/renku-python/commit/b357ee71b081f0770d80a15e1704da634d7582c9>`__)
        -  Plugin support for renku-run
           (`#883 <https://github.com/SwissDataScienceCenter/renku-python/issues/883>`__)
           (`7dbda83 <https://github.com/SwissDataScienceCenter/renku-python/commit/7dbda8383a1de260ff27d5863a38af792030adfd>`__)
        -  python 3.8 compatibility
           (`#861 <https://github.com/SwissDataScienceCenter/renku-python/issues/861>`__)
           (`4aaac8d <https://github.com/SwissDataScienceCenter/renku-python/commit/4aaac8dfeecd648ccb946d339d9208bf13b18e1a>`__)
        -  SHACL Validation
           (`#767 <https://github.com/SwissDataScienceCenter/renku-python/issues/767>`__)
           (`255a01d <https://github.com/SwissDataScienceCenter/renku-python/commit/255a01deff124266a5a89f756cb8f93c65153358>`__)
        -  update bug_report template to be more renku-relevant
           (`#988 <https://github.com/SwissDataScienceCenter/renku-python/issues/988>`__)
           (`e00ded7 <https://github.com/SwissDataScienceCenter/renku-python/commit/e00ded783c05364f04a574b29284593860319bc1>`__)
        
        
        `0.8.0 <https://github.com/SwissDataScienceCenter/renku-python/compare/v0.7.0...v0.8.0>`__ (2019-11-21)
        -------------------------------------------------------------------------------------------------------
        
        Bug Fixes
        ~~~~~~~~~
        
        -  addressed CI problems with git submodules
           (`#783 <https://github.com/SwissDataScienceCenter/renku-python/issues/783>`__)
           (`0d3eeb7 <https://github.com/SwissDataScienceCenter/renku-python/commit/0d3eeb7>`__)
        -  adds simple check on empty filename
           (`#786 <https://github.com/SwissDataScienceCenter/renku-python/issues/786>`__)
           (`8cd061b <https://github.com/SwissDataScienceCenter/renku-python/commit/8cd061b>`__)
        -  ensure all Person instances have valid ids
           (`4f80efc <https://github.com/SwissDataScienceCenter/renku-python/commit/4f80efc>`__),
           closes
           `#812 <https://github.com/SwissDataScienceCenter/renku-python/issues/812>`__
        -  Fixes jsonld issue when importing from dataverse
           (`#759 <https://github.com/SwissDataScienceCenter/renku-python/issues/759>`__)
           (`ffe36c6 <https://github.com/SwissDataScienceCenter/renku-python/commit/ffe36c6>`__)
        -  fixes nested type scoped handling if a class only has a single class
           (`#804 <https://github.com/SwissDataScienceCenter/renku-python/issues/804>`__)
           (`16d03b6 <https://github.com/SwissDataScienceCenter/renku-python/commit/16d03b6>`__)
        -  ignore deleted paths in generated entities
           (`86fedaf <https://github.com/SwissDataScienceCenter/renku-python/commit/86fedaf>`__),
           closes
           `#806 <https://github.com/SwissDataScienceCenter/renku-python/issues/806>`__
        -  integration tests
           (`#831 <https://github.com/SwissDataScienceCenter/renku-python/issues/831>`__)
           (`a4ad7f9 <https://github.com/SwissDataScienceCenter/renku-python/commit/a4ad7f9>`__)
        -  make Creator a subclass of Person
           (`ac9bac3 <https://github.com/SwissDataScienceCenter/renku-python/commit/ac9bac3>`__),
           closes
           `#793 <https://github.com/SwissDataScienceCenter/renku-python/issues/793>`__
        -  Redesign scoped context in jsonld
           (`#750 <https://github.com/SwissDataScienceCenter/renku-python/issues/750>`__)
           (`2b1948d <https://github.com/SwissDataScienceCenter/renku-python/commit/2b1948d>`__)
        
        Features
        ~~~~~~~~
        
        -  avoid creation of nested datasets
           (`#796 <https://github.com/SwissDataScienceCenter/renku-python/issues/796>`__)
           (`6084c87 <https://github.com/SwissDataScienceCenter/renku-python/commit/6084c87>`__)
        -  do not create dataset implicitly
           (`#779 <https://github.com/SwissDataScienceCenter/renku-python/issues/779>`__)
           (`84e59d0 <https://github.com/SwissDataScienceCenter/renku-python/commit/84e59d0>`__)
        -  local git repo not treated as remote
           (`8cc2834 <https://github.com/SwissDataScienceCenter/renku-python/commit/8cc2834>`__)
        -  renku clone command
           (`#828 <https://github.com/SwissDataScienceCenter/renku-python/issues/828>`__)
           (`4b3b615 <https://github.com/SwissDataScienceCenter/renku-python/commit/4b3b615>`__)
        
        
        `0.7.0 <https://github.com/SwissDataScienceCenter/renku-python/compare/v0.6.0...v0.6.1>`__ (2019-10-15)
        -------------------------------------------------------------------------------------------------------
        
        Bug Fixes
        ~~~~~~~~~
        
        -  use UI-resolved project path as project ID (`#701`_) (`dfcc9e6`_)
        
        
        `0.6.1 <https://github.com/SwissDataScienceCenter/renku-python/compare/v0.6.0...v0.6.1>`__ (2019-10-10)
        -------------------------------------------------------------------------------------------------------
        
        Bug Fixes
        ~~~~~~~~~
        
        -  add .renku/tmp to default .gitignore (`#728`_) (`6212148`_)
        -  dataset import causes renku exception due to duplicate LocalClient
           (`#724`_) (`89411b0`_)
        -  delete new dataset ref if file add fails (`#729`_) (`2dea711`_)
        -  fixes bug with deleted files not getting committed (`#741`_)
           (`5de4b6f`_)
        -  force current project for entities (`#707`_) (`538ef07`_)
        -  integration tests for `#681`_ (`#747`_) (`b08435d`_)
        -  use commit author for project creator (`#715`_) (`1a40ebe`_), closes
           `#713`_
        -  zenodo dataset import error (`f1d623a`_)
        
        Features
        ~~~~~~~~
        
        -  adds basic QA checklist (`#698`_) (`c97e9bd`_)
        -  dataset tagging (`#693`_) (`797161f`_)
        -  include creator in project metadata (`#687`_) ([9c7753e](https://git
        
        .. _0.7.0: https://github.com/SwissDataScienceCenter/renku-python/compare/v0.6.1...v
        .. _#701: https://github.com/SwissDataScienceCenter/renku-python/issues/701
        .. _dfcc9e6: https://github.com/SwissDataScienceCenter/renku-python/commit/dfcc9e6aa1899cf89d90223f2adc2b0dd8676ef4
        .. _0.6.1: https://github.com/SwissDataScienceCenter/renku-python/compare/v0.6.0...v
        .. _#728: https://github.com/SwissDataScienceCenter/renku-python/issues/728
        .. _6212148: https://github.com/SwissDataScienceCenter/renku-python/commit/62121485119ed02a28a5b2e2990395bee284e348
        .. _#724: https://github.com/SwissDataScienceCenter/renku-python/issues/724
        .. _89411b0: https://github.com/SwissDataScienceCenter/renku-python/commit/89411b010a2671790aafccaa42216e5ccdf5a660
        .. _#729: https://github.com/SwissDataScienceCenter/renku-python/issues/729
        .. _2dea711: https://github.com/SwissDataScienceCenter/renku-python/commit/2dea711939a11c8c8c358bfd76499ae8865958ee
        .. _#741: https://github.com/SwissDataScienceCenter/renku-python/issues/741
        .. _5de4b6f: https://github.com/SwissDataScienceCenter/renku-python/commit/5de4b6feaa17d4db3fbec8e65523c28cfd80ca3e
        .. _#707: https://github.com/SwissDataScienceCenter/renku-python/issues/707
        .. _538ef07: https://github.com/SwissDataScienceCenter/renku-python/commit/538ef078b95c78d43907294147ca4fd359779b9e
        .. _#681: https://github.com/SwissDataScienceCenter/renku-python/issues/681
        .. _#747: https://github.com/SwissDataScienceCenter/renku-python/issues/747
        .. _b08435d: https://github.com/SwissDataScienceCenter/renku-python/commit/b08435d26a19e69bff9a9b376526aee9ab3ecd70
        .. _#715: https://github.com/SwissDataScienceCenter/renku-python/issues/715
        .. _1a40ebe: https://github.com/SwissDataScienceCenter/renku-python/commit/1a40ebe75ea7c49cf52a9fce5c757d7352f159b0
        .. _#713: https://github.com/SwissDataScienceCenter/renku-python/issues/713
        .. _f1d623a: https://github.com/SwissDataScienceCenter/renku-python/commit/f1d623abf16287d62a3a0fecaf40e16d4ed5fc8b
        .. _#698: https://github.com/SwissDataScienceCenter/renku-python/issues/698
        .. _c97e9bd: https://github.com/SwissDataScienceCenter/renku-python/commit/c97e9bdc0c65fb6b06c7467624a988bf533f0b80
        .. _#693: https://github.com/SwissDataScienceCenter/renku-python/issues/693
        .. _797161f: https://github.com/SwissDataScienceCenter/renku-python/commit/797161fe48746137ae4c2761dfcbc7819124f154
        .. _#687: https://github.com/SwissDataScienceCenter/renku-python/issues/687
        
        
        `0.6.0 <https://github.com/SwissDataScienceCenter/renku-python/compare/v0.5.2...v0.6.0>`__ (2019-09-18)
        -------------------------------------------------------------------------------------------------------
        
        Bug Fixes
        ~~~~~~~~~
        
        -  adds \_label and commit data to imported dataset files, single commit
           for imports
           (`#651 <https://github.com/SwissDataScienceCenter/renku-python/issues/651>`__)
           (`75ce369 <https://github.com/SwissDataScienceCenter/renku-python/commit/75ce369>`__)
        -  always add commit to dataset if possible
           (`#648 <https://github.com/SwissDataScienceCenter/renku-python/issues/648>`__)
           (`7659bc8 <https://github.com/SwissDataScienceCenter/renku-python/commit/7659bc8>`__),
           closes
           `#646 <https://github.com/SwissDataScienceCenter/renku-python/issues/646>`__
        -  cleanup needed for integration tests on py35
           (`#653 <https://github.com/SwissDataScienceCenter/renku-python/issues/653>`__)
           (`fdd7215 <https://github.com/SwissDataScienceCenter/renku-python/commit/fdd7215>`__)
        -  fixed serialization of datetime to iso format
           (`#629 <https://github.com/SwissDataScienceCenter/renku-python/issues/629>`__)
           (`693d59d <https://github.com/SwissDataScienceCenter/renku-python/commit/693d59d>`__)
        -  fixes broken integration test
           (`#649 <https://github.com/SwissDataScienceCenter/renku-python/issues/649>`__)
           (`04eba66 <https://github.com/SwissDataScienceCenter/renku-python/commit/04eba66>`__)
        -  hide image, pull, runner, show, workon and deactivate commands
           (`#672 <https://github.com/SwissDataScienceCenter/renku-python/issues/672>`__)
           (`a3e9998 <https://github.com/SwissDataScienceCenter/renku-python/commit/a3e9998>`__)
        -  integration tests fixed
           (`#685 <https://github.com/SwissDataScienceCenter/renku-python/issues/685>`__)
           (`f0ea8f0 <https://github.com/SwissDataScienceCenter/renku-python/commit/f0ea8f0>`__)
        -  migration of old datasets
           (`#639 <https://github.com/SwissDataScienceCenter/renku-python/issues/639>`__)
           (`4d4d7d2 <https://github.com/SwissDataScienceCenter/renku-python/commit/4d4d7d2>`__)
        -  migration timezones
           (`#683 <https://github.com/SwissDataScienceCenter/renku-python/issues/683>`__)
           (`58c2de4 <https://github.com/SwissDataScienceCenter/renku-python/commit/58c2de4>`__)
        -  Removes unneccesary call to git lfs with no paths
           (`#658 <https://github.com/SwissDataScienceCenter/renku-python/issues/658>`__)
           (`e32d48b <https://github.com/SwissDataScienceCenter/renku-python/commit/e32d48b>`__)
        -  renku home directory overwrite in tests
           (`#657 <https://github.com/SwissDataScienceCenter/renku-python/issues/657>`__)
           (`90e1c48 <https://github.com/SwissDataScienceCenter/renku-python/commit/90e1c48>`__)
        -  upload metadata before actual files
           (`#652 <https://github.com/SwissDataScienceCenter/renku-python/issues/652>`__)
           (`95ed468 <https://github.com/SwissDataScienceCenter/renku-python/commit/95ed468>`__)
        -  use latest_html for version check
           (`#647 <https://github.com/SwissDataScienceCenter/renku-python/issues/647>`__)
           (`c6b0309 <https://github.com/SwissDataScienceCenter/renku-python/commit/c6b0309>`__),
           closes
           `#641 <https://github.com/SwissDataScienceCenter/renku-python/issues/641>`__
        -  user-related metadata
           (`#655 <https://github.com/SwissDataScienceCenter/renku-python/issues/655>`__)
           (`44183e6 <https://github.com/SwissDataScienceCenter/renku-python/commit/44183e6>`__)
        -  zenodo export failing with relative paths
           (`d40967c <https://github.com/SwissDataScienceCenter/renku-python/commit/d40967c>`__)
        
        Features
        ~~~~~~~~
        
        -  dataverse import
           (`#626 <https://github.com/SwissDataScienceCenter/renku-python/issues/626>`__)
           (`9f0f9a1 <https://github.com/SwissDataScienceCenter/renku-python/commit/9f0f9a1>`__)
        -  enable all datasets command to operate on dirty repository
           (`#607 <https://github.com/SwissDataScienceCenter/renku-python/issues/607>`__)
           (`74e328b <https://github.com/SwissDataScienceCenter/renku-python/commit/74e328b>`__)
        -  explicit input output specification
           (`#598 <https://github.com/SwissDataScienceCenter/renku-python/issues/598>`__)
           (`ce8ba67 <https://github.com/SwissDataScienceCenter/renku-python/commit/ce8ba67>`__)
        -  export filename as schema:name
           (`#643 <https://github.com/SwissDataScienceCenter/renku-python/issues/643>`__)
           (`aed54bf <https://github.com/SwissDataScienceCenter/renku-python/commit/aed54bf>`__),
           closes
           `#640 <https://github.com/SwissDataScienceCenter/renku-python/issues/640>`__
        -  support for indirect inputs and outputs
           (`#650 <https://github.com/SwissDataScienceCenter/renku-python/issues/650>`__)
           (`e960a98 <https://github.com/SwissDataScienceCenter/renku-python/commit/e960a98>`__)
        
        
        `0.5.2 <https://github.com/SwissDataScienceCenter/renku-python/compare/v0.5.1...v0.5.2>`__ (2019-07-26)
        -------------------------------------------------------------------------------------------------------
        
        Bug Fixes
        ~~~~~~~~~
        
        -  safe_path check always operates on str
           (`#603 <https://github.com/SwissDataScienceCenter/renku-python/issues/603>`__)
           (`7c1c34e <https://github.com/SwissDataScienceCenter/renku-python/commit/7c1c34e>`__)
        
        Features
        ~~~~~~~~
        
        -  add SoftwareAgent to Activity
           (`#590 <https://github.com/SwissDataScienceCenter/renku-python/issues/590>`__)
           (`a60c20c <https://github.com/SwissDataScienceCenter/renku-python/commit/a60c20c>`__),
           closes
           `#508 <https://github.com/SwissDataScienceCenter/renku-python/issues/508>`__
        
        
        `0.5.1 <https://github.com/SwissDataScienceCenter/renku-python/compare/v0.5.0...v0.5.1>`__ (2019-07-12)
        -------------------------------------------------------------------------------------------------------
        
        Bug Fixes
        ~~~~~~~~~
        
        -  ensure external storage is handled correctly
           (`#592 <https://github.com/SwissDataScienceCenter/renku-python/issues/592>`__)
           (`7938ac4 <https://github.com/SwissDataScienceCenter/renku-python/commit/7938ac4>`__)
        -  only check local repo for lfs filter
           (`#575 <https://github.com/SwissDataScienceCenter/renku-python/issues/575>`__)
           (`a64dc79 <https://github.com/SwissDataScienceCenter/renku-python/commit/a64dc79>`__)
        -  **cli:** allow renku run with many inputs
           (`f60783e <https://github.com/SwissDataScienceCenter/renku-python/commit/f60783e>`__),
           closes
           `#552 <https://github.com/SwissDataScienceCenter/renku-python/issues/552>`__
        -  added check for overwriting datasets
           (`#541 <https://github.com/SwissDataScienceCenter/renku-python/issues/541>`__)
           (`8c697fb <https://github.com/SwissDataScienceCenter/renku-python/commit/8c697fb>`__)
        -  escape whitespaces in notebook name
           (`#584 <https://github.com/SwissDataScienceCenter/renku-python/issues/584>`__)
           (`0542fcc <https://github.com/SwissDataScienceCenter/renku-python/commit/0542fcc>`__)
        -  modify json-ld for datasets
           (`#534 <https://github.com/SwissDataScienceCenter/renku-python/issues/534>`__)
           (`ab6a719 <https://github.com/SwissDataScienceCenter/renku-python/commit/ab6a719>`__),
           closes
           `#525 <https://github.com/SwissDataScienceCenter/renku-python/issues/525>`__
           `#526 <https://github.com/SwissDataScienceCenter/renku-python/issues/526>`__
        -  refactored tests and docs to align with updated pydoctstyle
           (`#586 <https://github.com/SwissDataScienceCenter/renku-python/issues/586>`__)
           (`6f981c8 <https://github.com/SwissDataScienceCenter/renku-python/commit/6f981c8>`__)
        -  **cli:** add check of missing references
           (`9a373da <https://github.com/SwissDataScienceCenter/renku-python/commit/9a373da>`__)
        -  **cli:** fail when removing non existing dataset
           (`dd728db <https://github.com/SwissDataScienceCenter/renku-python/commit/dd728db>`__)
        -  **status:** fix renku status output when not in root folder
           (`#564 <https://github.com/SwissDataScienceCenter/renku-python/issues/564>`__)
           (`873270d <https://github.com/SwissDataScienceCenter/renku-python/commit/873270d>`__),
           closes
           `#551 <https://github.com/SwissDataScienceCenter/renku-python/issues/551>`__
        -  added dependencies for SSL support
           (`#565 <https://github.com/SwissDataScienceCenter/renku-python/issues/565>`__)
           (`4fa0fed <https://github.com/SwissDataScienceCenter/renku-python/commit/4fa0fed>`__)
        -  **datasets:** strip query string from data filenames
           (`450898b <https://github.com/SwissDataScienceCenter/renku-python/commit/450898b>`__)
        -  fixed serialization of creators
           (`#550 <https://github.com/SwissDataScienceCenter/renku-python/issues/550>`__)
           (`6a9173c <https://github.com/SwissDataScienceCenter/renku-python/commit/6a9173c>`__)
        -  updated docs
           (`#539 <https://github.com/SwissDataScienceCenter/renku-python/issues/539>`__)
           (`ff9a67c <https://github.com/SwissDataScienceCenter/renku-python/commit/ff9a67c>`__)
        -  **cli:** remove dataset aliases
           (`6206e62 <https://github.com/SwissDataScienceCenter/renku-python/commit/6206e62>`__)
        -  **cwl:** detect script as input parameter
           (`e23b75a <https://github.com/SwissDataScienceCenter/renku-python/commit/e23b75a>`__),
           closes
           `#495 <https://github.com/SwissDataScienceCenter/renku-python/issues/495>`__
        -  **deps:** updated dependencies
           (`691644d <https://github.com/SwissDataScienceCenter/renku-python/commit/691644d>`__)
        
        
        Features
        ~~~~~~~~
        
        -  add dataset metadata to the KG
           (`#558 <https://github.com/SwissDataScienceCenter/renku-python/issues/558>`__)
           (`fb443d7 <https://github.com/SwissDataScienceCenter/renku-python/commit/fb443d7>`__)
        -  **datasets:** export dataset to zenodo
           (`#529 <https://github.com/SwissDataScienceCenter/renku-python/issues/529>`__)
           (`fc6fd4f <https://github.com/SwissDataScienceCenter/renku-python/commit/fc6fd4f>`__)
        -  added support for working on dirty repo
           (`ae67be7 <https://github.com/SwissDataScienceCenter/renku-python/commit/ae67be7>`__)
        -  **datasets:** edit dataset metadata
           (`#549 <https://github.com/SwissDataScienceCenter/renku-python/issues/549>`__)
           (`db39083 <https://github.com/SwissDataScienceCenter/renku-python/commit/db39083>`__)
        -  integrate metadata from zenodo
           (`#545 <https://github.com/SwissDataScienceCenter/renku-python/issues/545>`__)
           (`4273d2a <https://github.com/SwissDataScienceCenter/renku-python/commit/4273d2a>`__)
        -  **config:** added global config manager
           (`#533 <https://github.com/SwissDataScienceCenter/renku-python/issues/533>`__)
           (`938f820 <https://github.com/SwissDataScienceCenter/renku-python/commit/938f820>`__)
        -  **datasets:** import data from zenodo
           (`#509 <https://github.com/SwissDataScienceCenter/renku-python/issues/509>`__)
           (`52b2769 <https://github.com/SwissDataScienceCenter/renku-python/commit/52b2769>`__)
        
        
        `0.5.0 <https://github.com/SwissDataScienceCenter/renku-python/compare/v0.4.0...v0.5.0>`__ (2019-03-28)
        -------------------------------------------------------------------------------------------------------
        
        
        Bug Fixes
        ~~~~~~~~~
        
        -  **api:** make methods lock free
           (`1f63964 <https://github.com/SwissDataScienceCenter/renku-python/commit/1f63964>`__),
           closes
           `#486 <https://github.com/SwissDataScienceCenter/renku-python/issues/486>`__
        -  use safe_load for parsing yaml
           (`5383d1e <https://github.com/SwissDataScienceCenter/renku-python/commit/5383d1e>`__),
           closes
           `#464 <https://github.com/SwissDataScienceCenter/renku-python/issues/464>`__
        -  **datasets:** link flag on dataset add
           (`eae30f4 <https://github.com/SwissDataScienceCenter/renku-python/commit/eae30f4>`__)
        
        
        Features
        ~~~~~~~~
        
        -  **api:** list datasets from a commit
           (`04a9fe9 <https://github.com/SwissDataScienceCenter/renku-python/commit/04a9fe9>`__)
        -  **cli:** add dataset rm command
           (`a70c7ce <https://github.com/SwissDataScienceCenter/renku-python/commit/a70c7ce>`__)
        -  **cli:** add rm command
           (`cf0f502 <https://github.com/SwissDataScienceCenter/renku-python/commit/cf0f502>`__)
        -  **cli:** configurable format of dataset output
           (`d37abf3 <https://github.com/SwissDataScienceCenter/renku-python/commit/d37abf3>`__)
        -  **dataset:** add existing file from current repo
           (`575686b <https://github.com/SwissDataScienceCenter/renku-python/commit/575686b>`__),
           closes
           `#99 <https://github.com/SwissDataScienceCenter/renku-python/issues/99>`__
        -  **datasets:** added ls-files command
           (`ccc4f59 <https://github.com/SwissDataScienceCenter/renku-python/commit/ccc4f59>`__)
        -  **models:** reference context for relative paths
           (`5d1e8e7 <https://github.com/SwissDataScienceCenter/renku-python/commit/5d1e8e7>`__),
           closes
           `#452 <https://github.com/SwissDataScienceCenter/renku-python/issues/452>`__
        -  add JSON-LD output format for datasets
           (`c755d7b <https://github.com/SwissDataScienceCenter/renku-python/commit/c755d7b>`__),
           closes
           `#426 <https://github.com/SwissDataScienceCenter/renku-python/issues/426>`__
        -  generate Makefile with log –format Makefile
           (`1e440ce <https://github.com/SwissDataScienceCenter/renku-python/commit/1e440ce>`__)
        
        ``v0.4.0``
        ----------
        
        *(released 2019-03-05)*
        
        - Adds ``renku mv`` command which updates dataset metadata, ``.gitattributes``
          and symlinks.
        - Pulls LFS objects from submodules correctly.
        - Adds listing of datasets.
        - Adds reduced dot format for ``renku log``.
        - Adds ``doctor`` command to check missing files in datasets.
        - Moves dataset metadata to ``.renku/datasets`` and adds ``migrate datasets``
          command and uses UUID for metadata path.
        - Gets git attrs for files to prevent duplicates in ``.gitattributes``.
        - Fixes ``renku show outputs`` for directories.
        - Runs Git LFS checkout in a worktrees and lazily pulls necessary LFS files
          before running commands.
        - Asks user before overriding an existing file using ``renku init``
          or ``renku runner template``.
        - Fixes ``renku init --force`` in an empty dir.
        - Renames ``CommitMixin._location`` to ``_project``.
        - Addresses issue with commits editing multiple CWL files.
        - Exports merge commits for full lineage.
        - Exports path and parent directories.
        - Adds an automatic check for the latest version.
        - Simplifies issue submission from traceback to GitHub or Sentry.
          Requires ``SENTRY_DSN`` variable to be set and `sentry-sdk` package to be
          installed before sending any data.
        - Removes outputs before run.
        - Allows update of directories.
        - Improves readability of the status message.
        - Checks ignored path when added to a dataset.
        - Adds API method for finding ignored paths.
        - Uses branches for ``init --force``.
        - Fixes CVE-2017-18342.
        - Fixes regex for parsing Git remote URLs.
        - Handles ``--isolation`` option using ``git worktree``.
        - Renames ``client.git`` to ``client.repo``.
        - Supports ``python -m renku``.
        - Allows '.' and '-' in repo path.
        
        
        ``v0.3.3``
        ----------
        
        *(released 2018-12-07)*
        
        - Fixes generated Homebrew formula.
        - Renames ``renku pull path`` to ``renku storage pull`` with deprecation
          warning.
        
        ``v0.3.2``
        ----------
        
        *(released 2018-11-29)*
        
        - Fixes display of workflows in ``renku log``.
        
        ``v0.3.1``
        ----------
        
        *(released 2018-11-29)*
        
        - Fixes issues with parsing remote Git URLs.
        
        ``v0.3.0``
        ----------
        
        *(released 2018-11-26)*
        
        - Adds JSON-LD context to objects extracted from the Git repository
          (see ``renku show context --list``).
        - Uses PROV-O and WFPROV as provenance vocabularies and generates "stable"
          object identifiers (``@id``) for RDF and JSON-LD output formats.
        - Refactors the log output to allow linking files and directories.
        - Adds support for aliasing tools and workflows.
        - Adds option to install shell completion (``renku --install-completion``).
        - Fixes initialization of Git submodules.
        - Uses relative submodule paths when appropriate.
        - Simplifies external storage configuration.
        
        ``v0.2.0``
        ----------
        
        *(released 2018-09-25)*
        
        - Refactored version using Git and Common Workflow Language.
        
        ``v0.1.0``
        ----------
        
        *(released 2017-09-06)*
        
        - Initial public release as Renga.
        
Keywords: Renku CLI
Platform: any
Classifier: Environment :: Web Environment
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python
Classifier: Topic :: Internet :: WWW/HTTP :: Dynamic Content
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Development Status :: 4 - Beta
Description-Content-Type: text/x-rst
Provides-Extra: notebook
Provides-Extra: nodocs
Provides-Extra: tests
Provides-Extra: all
Provides-Extra: sentry
Provides-Extra: docs
Provides-Extra: runner
