Metadata-Version: 1.1
Name: provenance
Version: 0.9.0
Summary: Provenance and caching library for functions
Home-page: http://github.com/Savvysherpa/provenance
Author: Ben Mabey
Author-email: ben@benmabey.com
License: MIT
Description: ==========
        provenance
        ==========
        
        .. image:: https://travis-ci.org/Savvysherpa/provenance.svg?branch=master
            :target: https://travis-ci.org/Savvysherpa/provenance
        
        provenance is a Python library for function-level provenance. By decorating
        functions you are able to cache the results, i.e. artifacts, to memory, disk, or S3.
        The artifact stores can be layered, e.g. you can write to a local disk store and
        and a global team S3 one. Every artifact also keeps metadata associated with it
        on how it was created (i.e. the function and arguments used) so you can always
        answer the question "Where did this come from?".  The most featureful metadata store
        is backed by Postgres and is recommended for any serious use. The library is general
        purpose but was built for machine learning pipelines and plays nicely with numpy and
        other pydata libraries. You can basically think of this as joblib's memoize but on
        steroids.
        
        
        
        Status
        =======
        
        The library was extracted from a production system and has been used help
        collaboration on a number of other projects (e.g. sharing models and features
        easily over s3). The API should be pretty stable but as of now the only documentation
        are the tests. We will be adding proper documentation and logging soon.
        
        
        Example
        =======
        
        TODO
        
        .. code:: python
        
            >>> import provenance as p
        
        Installation
        ============
        
        
        .. code:: bash
        
            conda install -c conda-forge provenance
        
            or
        
            pip install provenance
        
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
