Metadata-Version: 2.1
Name: data_prep_toolkit_transforms_ray
Version: 0.2.1
Summary: Data Preparation Toolkit Transforms using Ray
Author-email: Maroun Touma <touma@us.ibm.com>
License: Apache-2.0
Keywords: transforms,data preprocessing,data preparation,llm,generative,ai,fine-tuning,llmapps
Requires-Python: <3.12,>=3.10
Description-Content-Type: text/markdown
Requires-Dist: data-prep-toolkit-ray>=0.2.1
Requires-Dist: data-prep-toolkit-transforms>=0.2.1
Requires-Dist: parameterized
Requires-Dist: tqdm==4.66.3
Requires-Dist: mmh3==4.1.0
Requires-Dist: xxhash==3.4.1
Requires-Dist: scipy>=1.12.0
Requires-Dist: networkx==3.3
Requires-Dist: colorlog==6.8.2
Requires-Dist: func-timeout==4.3.5
Requires-Dist: pandas==2.2.2
Requires-Dist: emerge-viz==2.0.0
Requires-Dist: scancode-toolkit==32.1.0; platform_system != "Darwin"

# DPK Ray Transforms

## installation

The [transforms](https://github.com/IBM/data-prep-kit/blob/dev/transforms/README.md) are delivered as a standard pyton library available on pypi and can be installed using pip install:

`python -m pip install data-prep-toolkit-transforms-ray`

installing the Ray transforms will also install `data_prep_toolkit_transforms` and `data-prep-toolkit-ray`

## List of Ray Transforms availabe in current package

Note: This list includes the transforms that are part of the current release for 0.2.1.dev3 and will be maintained on best effort but may may not be always up to date. users are encourage to raise an issue in git when they discover missing components

* code
	* [code2parquet](https://github.com/IBM/data-prep-kit/blob/dev/transforms/code/code2parquet/ray/README.md)
	* [proglang_select](https://github.com/IBM/data-prep-kit/blob/dev/transforms/code/proglang_select/ray/README.md)
	* [header_cleanser (Not available on MacOS)](https://github.com/IBM/data-prep-kit/blob/dev/transforms/code/code2parquet/ray/README.md)
	* [code_quality](https://github.com/IBM/data-prep-kit/blob/dev/transforms/code/code_quality/ray/README.md)
	* [repo_level_ordering](https://github.com/IBM/data-prep-kit/blob/dev/transforms/code/repo_level_ordering/ray/README.md)
* language
	* [doc_quality](https://github.com/IBM/data-prep-kit/blob/dev/transforms/code/doc_quality/ray/README.md)
	* [doc_chunk](https://github.com/IBM/data-prep-kit/blob/dev/transforms/code/doc_chunk/ray/README.md)
	* [lang_id](https://github.com/IBM/data-prep-kit/blob/dev/transforms/code/lang_id/ray/README.md)
	* [text_encoder](https://github.com/IBM/data-prep-kit/blob/dev/transforms/code/text_encoder/ray/README.md)
	* [pdf2parquet](https://github.com/IBM/data-prep-kit/blob/dev/transforms/code/pdf2parquet/ray/README.md)
	* [pii_redactor](https://github.com/IBM/data-prep-kit/blob/dev/transforms/code/pii_redactor/ray/README.md)
* universal
	* [fdedup](https://github.com/IBM/data-prep-kit/blob/dev/transforms/code/fdedup/ray/README.md)
	* [tokenization](https://github.com/IBM/data-prep-kit/blob/dev/transforms/code/tokenization/ray/README.md)
	* [ededup](https://github.com/IBM/data-prep-kit/blob/dev/transforms/code/ededup/ray/README.md)
	* [profiler](https://github.com/IBM/data-prep-kit/blob/dev/transforms/code/profiler/ray/README.md)
	* [doc_id](https://github.com/IBM/data-prep-kit/blob/dev/transforms/code/doc_id/ray/README.md)
	* [filter](https://github.com/IBM/data-prep-kit/blob/dev/transforms/code/filter/ray/README.md)
	* [resize](https://github.com/IBM/data-prep-kit/blob/dev/transforms/code/resize/ray/README.md)





 
