data-refinery

Data Refinery

The main goal of the library is perform a Transformation over a data event. Supports a variety of functions typically used on machine learning and AI.

Development is oriented into a functional style avoiding side effects on transformations.

Installation

In console pip install data-refinery or python setup.py install from sources.

Usage example

from datarefinery.tuple.TupleOperations import wrap, keep, substitution
from datarefinery.Tr import Tr

x2 = wrap(lambda x: x*2)

tr = Tr(keep(["name"])).then(substitution(["value"], x2))
operation = tr.apply()
(inp, res, err) = operation({"name": "John", "value": 10})
print(res) # {"name": "John", "value": 20}

Documentation

Visit complete documentation at github pages branch or at readthedocs.io.

Compatibility

Python: 3.5, 3.6

Contribute

Follow the steps on the how to contribute document.

Release files for data-refinery 0.1.63

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for data-refinery 0.1.63
File	Size	Uploaded
data-refinery-0.1.63.tar.gz	7.9 kB	Nov 28, 2017	Details

Built distribution (wheel)

Table of built distributions (wheels) for data-refinery 0.1.63
File	Interpreter	ABI	Platform	Reset
data_refinery-0.1.63-py3-none-any.whl 11.9 kB Nov 28, 2017	Python 3	none	any	Details

Total release size: 19.8 kB

Release files / data-refinery-0.1.63.tar.gz

Download URL	data-refinery-0.1.63.tar.gz
Size	7.9 kB
Tags	Source
SHA-256 checksum How to use checksums	`e06f4a245b7f6aae17a1ab547dc868f049a3ad166b6ec5104cfe85f1e7f935c0`
BLAKE2b-256 checksum How to use checksums	`44bd2ae48178394f1af4199c5e455d39b014980b9b50c72b7d01ae4136a35e31`
Upload date	Nov 28, 2017
Uploaded using Trusted Publishing? What is trusted publishing?	No

Release files / data_refinery-0.1.63-py3-none-any.whl

Download URL	data_refinery-0.1.63-py3-none-any.whl
Size	11.9 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`a09d48d0c1f97ffa3dd45d2f0401fab4110d4026db23ce1d3b1c920b39ce74cc`
BLAKE2b-256 checksum How to use checksums	`c9a892f840255908c67e594ffcf1bd3412fc5c6a812e8513d2b6bf8eaa5ea300`
Upload date	Nov 28, 2017
Uploaded using Trusted Publishing? What is trusted publishing?	No