Package: binx
binxversion:0.4.2binxis a small Python framework for application data modeling and transformation. It’s API relies heavily onmarshmallowfor validation, object serialization and storage. It’s true purpose however is to expose an API that
allows developers to model procedural code into directed, acyclic graphs of arbitrary complexity. A user can define an application or library as a
family ofbinx.Collectionobjects (nodes) and use thebinx.adaptermodule (edges) to create a network of data transformations while
guaranteeing data integrity along the way.The main goal of the project is to provide a simple API for data scientists, engineers or developers who write alot of procedural code
to be able to organize their projects using a declarative style similar to how one might approach writing a web application using DRY principles.==^..^==Free software: MIT licenseDocumentation:https://binx.readthedocs.ioFeaturesThis set of interfaces are designed to help you quickly scale up your notebooks/scripts and create uniformity between your projects!binx provides:A declarative style in memory datastore (collections.py)A declarativeAdapterAPI that helps model/manage relationships and data transformations between collections (adapter.py)consistent API for moving your data between json, py-objs, and pandas dataframesHistory0.1.2 (2018-05-28)Port initial API from bema projectPort original unittestschange marshmallow api to 2.x0.2.0 (2018-07-03)Built adapter module and related functionalityremoved calc_factory API (possibly will be re-included in a later build)created the CollectionBuilder class0.2.1 (2018-07-12)patched issue relating to datetime/datestrings not being parsed by collections0.2.2 (2018-07-26)patched issue relating to introspection of required columns (issue #7-#8)0.2.3 (2018-10-01)clean up and fixes to cli0.3.0 (2019-07-14)Fixes some long standing issues and adds some new features.adapter.py - kwarg to accumulate optionally accumulate intermediate collections in adapter chainregistry.py - A user warning is issued instead of exception if an identical class path name is overwrittencollection.py - fixed errors related to creating dataframes from NoneTypeadapter.py - added a new base class PluggableAdapter to ease development of the adapter chaincollection.py - CollectionBuilder.build now excepts an optional name arg. Will attempt to auto-parse name from serializer_class.0.3.1 (2019-07-15)Adds a context variable to the AdapterChainError that can be accessed if the error is caught0.3.2 (2019-08-21)Final release that is compatible with marshmallow 2.xPins marshmallow to v0.20.2Final release supporting marshmallow 2.x functionality0.4.0 (2019-08-23)A minor release that internally breaks backward compatibility with marshmallow-2.x. Adds new feature
to that allows loading data and setting ma configuration directly from Collection constructor.private api changes to Serializer and Collection classes.data can now be loaded via the Collection constructor.kwargs can be passed to the underlying ma schema at runtime.0.4.1 (2019-09-23)A patch that pins the library to marshmallow-v3.1.10.4.2 (2019-10-27)Bugfix that fixes the dependency in the previous patch. This version is compatible with marshmallow>=3.1.1.
Also assures pandas>=0.23 in setup.py