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author | shellac |
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date | Thu, 14 May 2020 16:20:52 -0400 |
parents | 26e78fe6e8c4 |
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============ Introduction ============ .. image:: https://badge.fury.io/py/prov.svg :target: http://badge.fury.io/py/prov :alt: Latest Release .. image:: https://travis-ci.org/trungdong/prov.svg :target: https://travis-ci.org/trungdong/prov :alt: Build Status .. image:: https://img.shields.io/coveralls/trungdong/prov.svg :target: https://coveralls.io/r/trungdong/prov?branch=master :alt: Coverage Status .. image:: https://landscape.io/github/trungdong/prov/master/landscape.svg?style=flat :target: https://landscape.io/github/trungdong/prov/master :alt: Code Health .. image:: https://img.shields.io/pypi/wheel/prov.svg :target: https://pypi.python.org/pypi/prov/ :alt: Wheel Status .. image:: https://img.shields.io/pypi/pyversions/prov.svg :target: https://pypi.python.org/pypi/prov/ :alt: Supported Python version .. image:: https://img.shields.io/pypi/l/prov.svg :target: https://pypi.python.org/pypi/prov/ :alt: License A library for W3C Provenance Data Model supporting PROV-O (RDF), PROV-XML, PROV-JSON import/export * Free software: MIT license * Documentation: http://prov.readthedocs.io/. Features -------- * An implementation of the `W3C PROV Data Model <http://www.w3.org/TR/prov-dm/>`_ in Python. * In-memory classes for PROV assertions, which can then be output as `PROV-N <http://www.w3.org/TR/prov-n/>`_ * Serialization and deserializtion support: `PROV-O <http://www.w3.org/TR/prov-o/>`_ (RDF), `PROV-XML <http://www.w3.org/TR/prov-xml/>`_ and `PROV-JSON <http://www.w3.org/Submission/prov-json/>`_. * Exporting PROV documents into various graphical formats (e.g. PDF, PNG, SVG). * Convert a PROV document to a `Networkx MultiDiGraph <http://networkx.github.io/documentation/latest/reference/classes.multidigraph.html>`_ and back. Uses ^^^^ See `a short tutorial <http://trungdong.github.io/prov-python-short-tutorial.html>`_ for using this package. This package is used extensively by `ProvStore <https://provenance.ecs.soton.ac.uk/store/>`_, a free online repository for provenance documents. History ------- 1.5.1 (2017-07-18) ^^^^^^^^^^^^^^^^^^ * Replaced pydotplus with pydot (see #111) * Fixed datetime and bundle error in RDF serialisation * Tested against Python 3.6 * Improved documentation 1.5.0 (2016-10-19) ^^^^^^^^^^^^^^^^^^ * Added: Support for `PROV-O <http://www.w3.org/TR/prov-o/>`_ (RDF) serialization and deserialization * Added: `direction` option for :py:meth:`prov.dot.prov_to_dot` * Added: :py:meth:`prov.graph.graph_to_prov` to convert a `MultiDiGraph <https://networkx.readthedocs.io/en/stable/reference/classes.multigraph.html>`_ back to a :py:class:`~prov.model.ProvDocument` * Testing with Python 3.5 * Various minor bug fixes and improvements 1.4.0 (2015-08-13) ^^^^^^^^^^^^^^^^^^ * Changed the type of qualified names to prov:QUALIFIED_NAME (fixed #68) * Removed XSDQName class and stopped supporting parsing xsd:QName as qualified names * Replaced pydot dependency with pydotplus * Removed support for Python 2.6 * Various minor bug fixes and improvements 1.3.2 (2015-06-17) ^^^^^^^^^^^^^^^^^^ * Added: prov-compare script to check equivalence of two PROV files (currently supporting JSON and XML) * Fixed: deserialising Python 3's bytes objects (issue #67) 1.3.1 (2015-02-27) ^^^^^^^^^^^^^^^^^^ * Fixed unicode issue with deserialising text contents * Set the correct version requirement for six * Fixed format selection in prov-convert script 1.3.0 (2015-02-03) ^^^^^^^^^^^^^^^^^^ * Python 3.3 and 3.4 supported * Updated prov-convert script to support XML output * Added missing test JSON and XML files in distributions 1.2.0 (2014-12-19) ^^^^^^^^^^^^^^^^^^ * Added: :py:meth:`prov.graph.prov_to_graph` to convert a :py:class:`~prov.model.ProvDocument` to a `MultiDiGraph <https://networkx.readthedocs.io/en/stable/reference/classes.multigraph.html>`_ * Added: PROV-N serializer * Fixed: None values for empty formal attributes in PROV-N output (issue #60) * Fixed: PROV-N representation for xsd:dateTime (issue #58) * Fixed: Unintended merging of Identifier and QualifiedName values * Fixed: Cloning the records when creating a new document from them * Fixed: incorrect SoftwareAgent records in XML serialization 1.1.0 (2014-08-21) ^^^^^^^^^^^^^^^^^^ * Added: Support for `PROV-XML <http://www.w3.org/TR/prov-xml/>`_ serialization and deserialization * A :py:class:`~prov.model.ProvRecord` instance can now be used as the value of an attributes * Added: convenient assertions methods for :py:class:`~prov.model.ProvEntity`, :py:class:`~prov.model.ProvActivity`, and :py:class:`~prov.model.ProvAgent` * Added: :py:meth:`prov.model.ProvDocument.update` and :py:meth:`prov.model.ProvBundle.update` * Fixed: Handling default namespaces of bundles when flattened 1.0.1 (2014-08-18) ^^^^^^^^^^^^^^^^^^ * Added: Default namespace inheritance for bundles * Fixed: :py:meth:`prov.model.NamespaceManager.valid_qualified_name` did not support :py:class:`~prov.model.XSDQName` * Added: Convenience :py:func:`prov.read` method with a lazy format detection * Added: Convenience :py:meth:`~prov.model.ProvBundle.plot` method on the :py:class:`~prov.model.ProvBundle` class (requiring matplotlib). * Changed: The previous :py:meth:`!add_record` method renamed to :py:meth:`~prov.model.ProvBundle.new_record` * Added: :py:meth:`~prov.model.ProvBundle.add_record` function which takes one argument, a :py:class:`~prov.model.ProvRecord`, has been added * Fixed: Document flattening (see :py:meth:`~prov.model.ProvDocument.flattened`) * Added: :py:meth:`~prov.model.ProvRecord.__hash__` function added to :py:class:`~prov.model.ProvRecord` (**at risk**: to be removed as :py:class:`~prov.model.ProvRecord` is expected to be mutable) * Added: :py:attr:`~prov.model.ProvRecord.extra_attributes` added to mirror existing :py:attr:`~prov.model.ProvRecord.formal_attributes` 1.0.0 (2014-07-15) ^^^^^^^^^^^^^^^^^^ * The underlying data model has been rewritten and is **incompatible** with pre-1.0 versions. * References to PROV elements (i.e. entities, activities, agents) in relation records are now QualifiedName instances. * A document or bundle can have multiple records with the same identifier. * PROV-JSON serializer and deserializer are now separated from the data model. * Many tests added, including round-trip PROV-JSON encoding/decoding. * For changes pre-1.0, see CHANGES.txt.