Metadata-Version: 1.2
Name: cheesebread
Version: 0.0.1
Summary: cheesebread: a toolbox for data science
Home-page: https://github.com/g4brielvs/cheesebread
Author: Gabriel Stefanini Vicente
Author-email: g4brielvs@g4brievs.me
License: MIT
Description: cheesebread
        ===========
        
        *cheesebread* is a data toolbox. In other words, it supports tools and shortcuts to 
        get data from REST APIs into datasets without the hassle of explicitly handling 
        every single step in the middle.
        
        *cheesebread* handles:
        
          - data catalog and datasets
          - asynchronous communication to REST APIs
          - aggregate data into time series from REST APIs
          - authentication 
          - expiring tokens
          - request limits and retry on failure
          - deduplication
        
        Rationale
        ^^^^^^^^^
        
        More often than not, collectig data from REST APIs gets in the way of data analysis and  
        machine learning. The toolbox implements a list of helpers that automate data collection. 
        
        Moreover, when we are given aggregate data, for instance, an API endpoint that 
        returns a user's number of interaction during a given period, the toolbox manages to create 
        time series by asynchronously calling the API multiple times - a little bit hacky, but it wil get what we need. 
        
        The toolbox is aimed to a somewhat incipient data science team whose main focus is to
        get started with data analysis and not data collection. 
        
        Versioning
        ^^^^^^^^^^
        
        Always suggest a version bump. We use `Semantic Versioning <http://semver.org>`_.
        
        Given a version number MAJOR.MINOR.PATCH, increment the:
        
        - MAJOR version when you make incompatible API changes,
        - MINOR version when you add functionality in a backwards-compatible manner, and
        - PATCH version when you make backwards-compatible bug fixes.
        
Keywords: toolbox,data science
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Topic :: Utilities
Requires-Python: >=3.7
