# -*- coding: utf-8 -*-
"""
Modules for Orange
:githublink:`%|py|6`
"""
from ..installhelper.module_install import ModuleInstall
[docs]def orange_set():
"""
modules implemented for Orange, it requires the modules in set *ml*
:githublink:`%|py|12`
"""
mod = [
ModuleInstall(
"pdfminer3k", "pip",
purpose="PDF parser and analyzer"),
ModuleInstall(
"docx2txt", "pip",
purpose="A pure python-based utility to extract text and images from docx files."),
ModuleInstall(
"odfpy", "pip",
purpose="Python API and tools to manipulate OpenDocument files"),
ModuleInstall(
"setuptools-git", "pip", mname="setuptools_git",
purpose="This is a plugin for setuptools that enables git integration. Once installed, Setuptools " +
"can be told to include in a package distribution all the files tracked by git. " +
"This is an alternative to explicit inclusion specifications with MANIFEST.in."),
ModuleInstall(
"scikit-fusion", "pip", mname="skfusion",
purpose="A Python module for data fusion built on top of factorized models."),
ModuleInstall(
"AnyQt", "pip",
purpose="PyQt4/PyQt5 compatibility layer."),
ModuleInstall("hyperframe", "pip",
purpose="HTTP/2 framing layer for Python"),
ModuleInstall("hpack", "pip",
purpose="Pure-Python HPACK header compression"),
ModuleInstall("h2", "pip",
purpose="HTTP/2 State-Machine based protocol implementation"),
ModuleInstall("hyper", "pip",
purpose="HTTP/2 Client for Python"),
ModuleInstall("serverfiles", "pip",
purpose="An utility that accesses files on a HTTP server and stores them locally for reuse."),
ModuleInstall(
"orange3", "pip", mname="Orange",
usage="ORANGE", purpose="Orange is a component-based data mining software. It includes a range of " +
"data visualization, exploration, " +
"preprocessing and modeling techniques. It can be used through a nice and intuitive user interface or, for more advanced users, " +
"as a module for the Python programming language."),
ModuleInstall("ufal.udpipe", "pip", purpose="for orange3-text"),
ModuleInstall(
"orange3-text", "pip", mname="orangecontrib.text", usage="ORANGE",
purpose="Orange3 Text extends Orange3, a data mining software package, with common functionality for text mining. " +
"It provides access to publicly available data, like NY Times, Twitter and PubMed. Further, " +
"it provides tools for preprocessing, " +
"constructing vector spaces (like bag-of-words, topic modeling and word2vec) and visualizations like word cloud end geo map. " +
"All features can be combined with powerful data mining techniques from the Orange data mining framework."),
ModuleInstall(
"orange3-associate", "pip", mname="orangecontrib.associate", usage="ORANGE",
purpose="This module implements FP-growth [1] frequent pattern mining algorithm with bucketing " +
"optimization [2] for conditional databases of few items."),
# has a dependency on Orange (Python 2)
# ModuleInstall(
# "orange3-datafusion", "pip", mname="orangecontrib.datafusion", usage="ORANGE",
# purpose="This is a data fusion add-on for [Orange3](http://orange.biolab.si). Add-on wraps scikit-fusion, " +
# "a Python library for data fusion, and implements a set of widgets for loading of the data, definition of data fusion schema, " +
# "collective matrix factorization and exploration of latent factors."),
# ModuleInstall(
# "orange3-network", "github", "biolab", mname="orangecontrib.network", custom=["build", "install"], usage="ORANGE",
# purpose="Orange Network is an add-on for Orange data mining software
# package. It provides network visualization and analysis tools."),
ModuleInstall(
"Orange3-Network", "pip", mname="orangecontrib.network", usage="ORANGE",
purpose="Orange Network is an add-on for Orange data mining software package. It provides " +
"network visualization and analysis tools."),
ModuleInstall(
"CacheControl", "pip", mname="cachecontrol",
purpose="httplib2 caching for requests"),
ModuleInstall(
"Orange3-ImageAnalytics", "pip", mname="orangecontrib.imageanalytics", usage="ORANGE",
purpose="Orange3 add-on for image data mining."),
# weird
# ModuleInstall(
# "orange3-prototypes", "pip", mname="orangecontrib.prototypes", usage="ORANGE",
# purpose="Prototype Orange widgets. Only for the brave."),
# weird
# ModuleInstall(
# "orange3-spark", "pip", mname="orangecontrib.spark", usage="ORANGE",
# purpose="A set of widgets for Orange data mining suite to work with
# Apache Spark ML API."),
]
#
return [_ for _ in mod if _ is not None]
