OpusFilter | OpusFilter - Parallel corpus processing toolkit

by Helsinki-NLP Python Version: 3.1.0 License: MIT

X-Ray Key Features Code Snippets(3)Community Discussions Vulnerabilities Install Support

kandi X-RAY | OpusFilter Summary

OpusFilter is a Python library. OpusFilter has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can install using 'pip install OpusFilter' or download it from GitHub, PyPI.

The main script provided by the package is opusfilter, which takes a configuration file as an input. The configuration files are in YAML format. At the top level, they have to sections:. The syntax for the opusfilter is. where CONFIG is path to the configuration file. The script will run the steps one by one and stops when the final step has been processed (if no exceptions were raised). The script has options for setting the last step to run (--last) and running only a single step (--single). It the latter, the user has to make sure that all input files for the step already exist. The first step has number 1, and -1 points to the last step, -2 to the second to last, and so on. By default, existing output files will be re-used, and the steps producing them skipped. The --overwrite option will force overwrite for all the steps.

Support

Quality

Security

License

Reuse

Support

OpusFilter has a low active ecosystem.

It has 78 star(s) with 15 fork(s). There are 9 watchers for this library.

There were 1 major release(s) in the last 6 months.

There are 4 open issues and 23 have been closed. On average issues are closed in 61 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of OpusFilter is 3.1.0

Quality

OpusFilter has 0 bugs and 0 code smells.

Security

OpusFilter has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

OpusFilter code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

OpusFilter is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

OpusFilter releases are not available. You will need to build from source code and install.

Deployable package is available in PyPI.

Build file is available. You can build the component from source.

Installation instructions are not available. Examples and code snippets are available.

It has 5260 lines of code, 482 functions and 27 files.

It has medium code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed OpusFilter and discovered the below as its top functions. This is intended to give you an instant insight into OpusFilter implemented functionality, and help decide if they suit your requirements.

Split the input and output files
Check for extra parameters
Close files
Write lines to outfiles
Train a classifier
List of feature weights
Find the best fit for a given criterion
Create a LVML object
Create a temporary token file
Train the model
Computes the score of the given pairs
Tokenize a sentence
Preprocess input files
Train a Morfessor segment
Compute score for given parameters
Fit neighborhood models
Compute the scores for each sentence
Concatenate input files
Read corpus fromopus
Filter data
Compute score for the given pairs
Train logistic regression model
Classify a model
Given a set of pairs yield the pairs that are false
Computes scores for the given pairs
Train a ngram

Get all kandi verified functions for this library.

OpusFilter Key Features

No Key Features are available at this moment for OpusFilter.

OpusFilter Examples and Code Snippets

OpusFilter,Overview,Examples

Python

Lines of Code : 89

License : Permissive (MIT)

Copy

steps:
  - type: opus_read
    parameters:
      corpus_name: ParaCrawl
      source_language: fi
      target_language: en
      release: v4
      preprocessing: raw
      src_output: paracrawl.fi.gz
      tgt_output: paracrawl.en.gz

steps:
  - typ

OpusFilter,Custom filters

Python

Lines of Code : 34

License : Permissive (MIT)

Copy

import opusfilter

class UppercaseFilter(opusfilter.FilterABC):

    def __init__(self, threshold=0.5, **kwargs):
        self.threshold = threshold
        super().__init__(**kwargs)

    def uppercase_ratio(self, sentence):
        length = len(sen

OpusFilter,Overview,Variables and constants

Python

Lines of Code : 26

License : Permissive (MIT)

Copy

common:
  constants:
    source: en

steps:
  - type: concatenate
    parameters:
      inputs:
      - !varstr "file1.{source}-{target}.gz"
      - !varstr "file2.{source}-{target}.gz"
      output: !varstr "all.{source}-{target}.gz"
    constants:

Community Discussions

No Community Discussions are available at this moment for OpusFilter.Refer to stack overflow page for discussions.

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install OpusFilter

You can install using 'pip install OpusFilter' or download it from GitHub, PyPI.
You can use OpusFilter like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

Find more information at: