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ScaleDP

An Open-Source Library for Processing Documents in Apache Spark.

GitHubStabRiseDocumentation Status

ScaleDP Tutorials

ScaleDP is a library for processing documents using Apache Spark. And this repository contains jupyter notebooks with tutorials and examples of usage ScaleDP library.

Source Code: https://github.com/StabRise/ScaleDP

ScaleDP includes the following features:

  • Load PDF documents/Images
  • Extract text from PDF documents/Images
  • Extract text Images/PDF documents, OCR
  • Zero-shot Data extraction from the Images/PDF documents using LLM
  • Object detection over Images/PDF documents
  • NER/LLM over Images/PDF documents
  • Visualize results on the images
  • Compatible with Spark PDF Datasource

Table of Contents

We advise to run all examples through Google Colab for the easiest setup. Google Colab allows you to run it for free. All examples were tested using Google Colab, so it should be the most stable platform. However, any other cloud provider or local run should work.

QuickStart and General Examples

ChapterNotebook
1: QuickStart with ScaleDPOpen In Colab
5: Efficient read PDF with Spark PDFOpen In Colab

OCR Examples

ChapterNotebook
1: Example of usage different OCROpen In Colab

Ner Examples

ChapterNotebook
1: NER ExamplesOpen In Colab
2: LLM NER ExamplesOpen In Colab

Embeddings Examples

ChapterNotebook
1: Text Splitting and EmbeddingsOpen In Colab

Object Detection Examples

ChapterNotebook
1: YoloOnnxDetectorOpen In Colab
2: Face DetectionOpen In Colab
3: Signature DetectionOpen In Colab
4: YoloOnnxDetectorBenchmarksOpen In Colab

De-identification Examples

ChapterNotebook
1: De-identification Text
2: De-identification Images
3: De-identification PDF Documents
4: De-identification Dicom

Local Run

Requirements

  • Python 3.11
  • Apache Spark 3.5 or higher
  • Java 8, 11
  • Tesseract 5.0 or higher
  • Jupyter Lab | Google Colab

About

Tutorials for ScaleDP library. ScaleDP is an Open-Source Library for Processing Documents in Apache Spark.

stabrise.com/scaledp/

Topics

nernlpocrocr-pythonpdfspark

Resources

Readme
AGPL-3.0 license
Activity
Custom properties

Stars

6 stars

Watchers

1 watching

Forks

1 fork
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GitHub - StabRise/ScaleDP-Tutorials: Tutorials for ScaleDP library. ScaleDP is an Open-Source Library for Processing Documents in Apache Spark. · GitHub
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ScaleDP
An Open-Source Library for Processing Documents in Apache Spark.
GitHubStabRiseDocumentation Status
ScaleDP Tutorials
ScaleDP is a library for processing documents using Apache Spark.
And this repository contains jupyter notebooks with tutorials and examples of usage ScaleDP library.
Source Code: https://github.com/StabRise/ScaleDP
ScaleDP includes the following features:
  • Load PDF documents/Images
  • Extract text from PDF documents/Images
  • Extract text Images/PDF documents, OCR
  • Zero-shot Data extraction from the Images/PDF documents using LLM
  • Object detection over Images/PDF documents
  • NER/LLM over Images/PDF documents
  • Visualize results on the images
  • Compatible with Spark PDF Datasource
Table of Contents
We advise to run all examples through Google Colab for the easiest setup. Google Colab allows you to run it for free. All examples were tested using Google Colab, so it should be the most stable platform. However, any other cloud provider or local run should work.
QuickStart and General Examples
ChapterNotebook
1: QuickStart with ScaleDPOpen In Colab
5: Efficient read PDF with Spark PDFOpen In Colab
OCR Examples
ChapterNotebook
1: Example of usage different OCROpen In Colab
Ner Examples
ChapterNotebook
1: NER ExamplesOpen In Colab
2: LLM NER ExamplesOpen In Colab
Embeddings Examples
ChapterNotebook
1: Text Splitting and EmbeddingsOpen In Colab
Object Detection Examples
ChapterNotebook
1: YoloOnnxDetectorOpen In Colab
2: Face DetectionOpen In Colab
3: Signature DetectionOpen In Colab
4: YoloOnnxDetectorBenchmarksOpen In Colab
De-identification Examples
ChapterNotebook
1: De-identification Text
2: De-identification Images
3: De-identification PDF Documents
4: De-identification Dicom
Local Run
Requirements
  • Python 3.11
  • Apache Spark 3.5 or higher
  • Java 8, 11
  • Tesseract 5.0 or higher
  • Jupyter Lab | Google Colab
About
Tutorials for ScaleDP library. ScaleDP is an Open-Source Library for Processing Documents in Apache Spark.
stabrise.com/scaledp/
Topics
nernlpocrocr-pythonpdfspark
Resources
Readme
AGPL-3.0 license
Activity
Custom properties
Stars
6 stars
Watchers
1 watching
Forks
1 fork
Report repository
Releases
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Contributors
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GitHub - StabRise/ScaleDP-Tutorials: Tutorials for ScaleDP library. ScaleDP is an Open-Source Library for Processing Documents in Apache Spark. · GitHub
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ScaleDP
An Open-Source Library for Processing Documents in Apache Spark.
GitHubStabRiseDocumentation Status
ScaleDP Tutorials
ScaleDP is a library for processing documents using Apache Spark.
And this repository contains jupyter notebooks with tutorials and examples of usage ScaleDP library.
Source Code: https://github.com/StabRise/ScaleDP
ScaleDP includes the following features:
  • Load PDF documents/Images
  • Extract text from PDF documents/Images
  • Extract text Images/PDF documents, OCR
  • Zero-shot Data extraction from the Images/PDF documents using LLM
  • Object detection over Images/PDF documents
  • NER/LLM over Images/PDF documents
  • Visualize results on the images
  • Compatible with Spark PDF Datasource
Table of Contents
We advise to run all examples through Google Colab for the easiest setup. Google Colab allows you to run it for free. All examples were tested using Google Colab, so it should be the most stable platform. However, any other cloud provider or local run should work.
QuickStart and General Examples
ChapterNotebook
1: QuickStart with ScaleDPOpen In Colab
5: Efficient read PDF with Spark PDFOpen In Colab
OCR Examples
ChapterNotebook
1: Example of usage different OCROpen In Colab
Ner Examples
ChapterNotebook
1: NER ExamplesOpen In Colab
2: LLM NER ExamplesOpen In Colab
Embeddings Examples
ChapterNotebook
1: Text Splitting and EmbeddingsOpen In Colab
Object Detection Examples
ChapterNotebook
1: YoloOnnxDetectorOpen In Colab
2: Face DetectionOpen In Colab
3: Signature DetectionOpen In Colab
4: YoloOnnxDetectorBenchmarksOpen In Colab
De-identification Examples
ChapterNotebook
1: De-identification Text
2: De-identification Images
3: De-identification PDF Documents
4: De-identification Dicom
Local Run
Requirements
  • Python 3.11
  • Apache Spark 3.5 or higher
  • Java 8, 11
  • Tesseract 5.0 or higher
  • Jupyter Lab | Google Colab
About
Tutorials for ScaleDP library. ScaleDP is an Open-Source Library for Processing Documents in Apache Spark.
stabrise.com/scaledp/
Topics
nernlpocrocr-pythonpdfspark
Resources
Readme
AGPL-3.0 license
Activity
Custom properties
Stars
6 stars
Watchers
1 watching
Forks
1 fork
Report repository
Releases
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Contributors
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GitHub - StabRise/ScaleDP-Tutorials: Tutorials for ScaleDP library. ScaleDP is an Open-Source Library for Processing Documents in Apache Spark. · GitHub
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Repository files navigation

ScaleDP
An Open-Source Library for Processing Documents in Apache Spark.
GitHubStabRiseDocumentation Status
ScaleDP Tutorials
ScaleDP is a library for processing documents using Apache Spark.
And this repository contains jupyter notebooks with tutorials and examples of usage ScaleDP library.
Source Code: https://github.com/StabRise/ScaleDP
ScaleDP includes the following features:
  • Load PDF documents/Images
  • Extract text from PDF documents/Images
  • Extract text Images/PDF documents, OCR
  • Zero-shot Data extraction from the Images/PDF documents using LLM
  • Object detection over Images/PDF documents
  • NER/LLM over Images/PDF documents
  • Visualize results on the images
  • Compatible with Spark PDF Datasource
Table of Contents
We advise to run all examples through Google Colab for the easiest setup. Google Colab allows you to run it for free. All examples were tested using Google Colab, so it should be the most stable platform. However, any other cloud provider or local run should work.
QuickStart and General Examples
ChapterNotebook
1: QuickStart with ScaleDPOpen In Colab
5: Efficient read PDF with Spark PDFOpen In Colab
OCR Examples
ChapterNotebook
1: Example of usage different OCROpen In Colab
Ner Examples
ChapterNotebook
1: NER ExamplesOpen In Colab
2: LLM NER ExamplesOpen In Colab
Embeddings Examples
ChapterNotebook
1: Text Splitting and EmbeddingsOpen In Colab
Object Detection Examples
ChapterNotebook
1: YoloOnnxDetectorOpen In Colab
2: Face DetectionOpen In Colab
3: Signature DetectionOpen In Colab
4: YoloOnnxDetectorBenchmarksOpen In Colab
De-identification Examples
ChapterNotebook
1: De-identification Text
2: De-identification Images
3: De-identification PDF Documents
4: De-identification Dicom
Local Run
Requirements
  • Python 3.11
  • Apache Spark 3.5 or higher
  • Java 8, 11
  • Tesseract 5.0 or higher
  • Jupyter Lab | Google Colab
About
Tutorials for ScaleDP library. ScaleDP is an Open-Source Library for Processing Documents in Apache Spark.
stabrise.com/scaledp/
Topics
nernlpocrocr-pythonpdfspark
Resources
Readme
AGPL-3.0 license
Activity
Custom properties
Stars
6 stars
Watchers
1 watching
Forks
1 fork
Report repository
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, 'i');
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GitHub - StabRise/ScaleDP-Tutorials: Tutorials for ScaleDP library. ScaleDP is an Open-Source Library for Processing Documents in Apache Spark. · GitHub
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ScaleDP
An Open-Source Library for Processing Documents in Apache Spark.
GitHubStabRiseDocumentation Status
ScaleDP Tutorials
ScaleDP is a library for processing documents using Apache Spark.
And this repository contains jupyter notebooks with tutorials and examples of usage ScaleDP library.
Source Code: https://github.com/StabRise/ScaleDP
ScaleDP includes the following features:
  • Load PDF documents/Images
  • Extract text from PDF documents/Images
  • Extract text Images/PDF documents, OCR
  • Zero-shot Data extraction from the Images/PDF documents using LLM
  • Object detection over Images/PDF documents
  • NER/LLM over Images/PDF documents
  • Visualize results on the images
  • Compatible with Spark PDF Datasource
Table of Contents
We advise to run all examples through Google Colab for the easiest setup. Google Colab allows you to run it for free. All examples were tested using Google Colab, so it should be the most stable platform. However, any other cloud provider or local run should work.
QuickStart and General Examples
ChapterNotebook
1: QuickStart with ScaleDPOpen In Colab
5: Efficient read PDF with Spark PDFOpen In Colab
OCR Examples
ChapterNotebook
1: Example of usage different OCROpen In Colab
Ner Examples
ChapterNotebook
1: NER ExamplesOpen In Colab
2: LLM NER ExamplesOpen In Colab
Embeddings Examples
ChapterNotebook
1: Text Splitting and EmbeddingsOpen In Colab
Object Detection Examples
ChapterNotebook
1: YoloOnnxDetectorOpen In Colab
2: Face DetectionOpen In Colab
3: Signature DetectionOpen In Colab
4: YoloOnnxDetectorBenchmarksOpen In Colab
De-identification Examples
ChapterNotebook
1: De-identification Text
2: De-identification Images
3: De-identification PDF Documents
4: De-identification Dicom
Local Run
Requirements
  • Python 3.11
  • Apache Spark 3.5 or higher
  • Java 8, 11
  • Tesseract 5.0 or higher
  • Jupyter Lab | Google Colab
About
Tutorials for ScaleDP library. ScaleDP is an Open-Source Library for Processing Documents in Apache Spark.
stabrise.com/scaledp/
Topics
nernlpocrocr-pythonpdfspark
Resources
Readme
AGPL-3.0 license
Activity
Custom properties
Stars
6 stars
Watchers
1 watching
Forks
1 fork
Report repository
Releases
Packages
Contributors
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, 'i');
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GitHub - StabRise/ScaleDP-Tutorials: Tutorials for ScaleDP library. ScaleDP is an Open-Source Library for Processing Documents in Apache Spark. · GitHub
Skip to content
BranchesTags
Repository files navigation

ScaleDP
An Open-Source Library for Processing Documents in Apache Spark.
GitHubStabRiseDocumentation Status
ScaleDP Tutorials
ScaleDP is a library for processing documents using Apache Spark.
And this repository contains jupyter notebooks with tutorials and examples of usage ScaleDP library.
Source Code: https://github.com/StabRise/ScaleDP
ScaleDP includes the following features:
  • Load PDF documents/Images
  • Extract text from PDF documents/Images
  • Extract text Images/PDF documents, OCR
  • Zero-shot Data extraction from the Images/PDF documents using LLM
  • Object detection over Images/PDF documents
  • NER/LLM over Images/PDF documents
  • Visualize results on the images
  • Compatible with Spark PDF Datasource
Table of Contents
We advise to run all examples through Google Colab for the easiest setup. Google Colab allows you to run it for free. All examples were tested using Google Colab, so it should be the most stable platform. However, any other cloud provider or local run should work.
QuickStart and General Examples
ChapterNotebook
1: QuickStart with ScaleDPOpen In Colab
5: Efficient read PDF with Spark PDFOpen In Colab
OCR Examples
ChapterNotebook
1: Example of usage different OCROpen In Colab
Ner Examples
ChapterNotebook
1: NER ExamplesOpen In Colab
2: LLM NER ExamplesOpen In Colab
Embeddings Examples
ChapterNotebook
1: Text Splitting and EmbeddingsOpen In Colab
Object Detection Examples
ChapterNotebook
1: YoloOnnxDetectorOpen In Colab
2: Face DetectionOpen In Colab
3: Signature DetectionOpen In Colab
4: YoloOnnxDetectorBenchmarksOpen In Colab
De-identification Examples
ChapterNotebook
1: De-identification Text
2: De-identification Images
3: De-identification PDF Documents
4: De-identification Dicom
Local Run
Requirements
  • Python 3.11
  • Apache Spark 3.5 or higher
  • Java 8, 11
  • Tesseract 5.0 or higher
  • Jupyter Lab | Google Colab
About
Tutorials for ScaleDP library. ScaleDP is an Open-Source Library for Processing Documents in Apache Spark.
stabrise.com/scaledp/
Topics
nernlpocrocr-pythonpdfspark
Resources
Readme
AGPL-3.0 license
Activity
Custom properties
Stars
6 stars
Watchers
1 watching
Forks
1 fork
Report repository
Releases
Packages
Contributors
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, 'i');
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(function(){
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var __re = new RegExp('^' + ".*" + '
GitHub - StabRise/ScaleDP-Tutorials: Tutorials for ScaleDP library. ScaleDP is an Open-Source Library for Processing Documents in Apache Spark. · GitHub
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Repository files navigation

ScaleDP
An Open-Source Library for Processing Documents in Apache Spark.
GitHubStabRiseDocumentation Status
ScaleDP Tutorials
ScaleDP is a library for processing documents using Apache Spark.
And this repository contains jupyter notebooks with tutorials and examples of usage ScaleDP library.
Source Code: https://github.com/StabRise/ScaleDP
ScaleDP includes the following features:
  • Load PDF documents/Images
  • Extract text from PDF documents/Images
  • Extract text Images/PDF documents, OCR
  • Zero-shot Data extraction from the Images/PDF documents using LLM
  • Object detection over Images/PDF documents
  • NER/LLM over Images/PDF documents
  • Visualize results on the images
  • Compatible with Spark PDF Datasource
Table of Contents
We advise to run all examples through Google Colab for the easiest setup. Google Colab allows you to run it for free. All examples were tested using Google Colab, so it should be the most stable platform. However, any other cloud provider or local run should work.
QuickStart and General Examples
ChapterNotebook
1: QuickStart with ScaleDPOpen In Colab
5: Efficient read PDF with Spark PDFOpen In Colab
OCR Examples
ChapterNotebook
1: Example of usage different OCROpen In Colab
Ner Examples
ChapterNotebook
1: NER ExamplesOpen In Colab
2: LLM NER ExamplesOpen In Colab
Embeddings Examples
ChapterNotebook
1: Text Splitting and EmbeddingsOpen In Colab
Object Detection Examples
ChapterNotebook
1: YoloOnnxDetectorOpen In Colab
2: Face DetectionOpen In Colab
3: Signature DetectionOpen In Colab
4: YoloOnnxDetectorBenchmarksOpen In Colab
De-identification Examples
ChapterNotebook
1: De-identification Text
2: De-identification Images
3: De-identification PDF Documents
4: De-identification Dicom
Local Run
Requirements
  • Python 3.11
  • Apache Spark 3.5 or higher
  • Java 8, 11
  • Tesseract 5.0 or higher
  • Jupyter Lab | Google Colab
About
Tutorials for ScaleDP library. ScaleDP is an Open-Source Library for Processing Documents in Apache Spark.
stabrise.com/scaledp/
Topics
nernlpocrocr-pythonpdfspark
Resources
Readme
AGPL-3.0 license
Activity
Custom properties
Stars
6 stars
Watchers
1 watching
Forks
1 fork
Report repository
Releases
Packages
Contributors
Languages

, 'i');
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GitHub - StabRise/ScaleDP-Tutorials: Tutorials for ScaleDP library. ScaleDP is an Open-Source Library for Processing Documents in Apache Spark. · GitHub
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ScaleDP
An Open-Source Library for Processing Documents in Apache Spark.
GitHubStabRiseDocumentation Status
ScaleDP Tutorials
ScaleDP is a library for processing documents using Apache Spark.
And this repository contains jupyter notebooks with tutorials and examples of usage ScaleDP library.
Source Code: https://github.com/StabRise/ScaleDP
ScaleDP includes the following features:
  • Load PDF documents/Images
  • Extract text from PDF documents/Images
  • Extract text Images/PDF documents, OCR
  • Zero-shot Data extraction from the Images/PDF documents using LLM
  • Object detection over Images/PDF documents
  • NER/LLM over Images/PDF documents
  • Visualize results on the images
  • Compatible with Spark PDF Datasource
Table of Contents
We advise to run all examples through Google Colab for the easiest setup. Google Colab allows you to run it for free. All examples were tested using Google Colab, so it should be the most stable platform. However, any other cloud provider or local run should work.
QuickStart and General Examples
ChapterNotebook
1: QuickStart with ScaleDPOpen In Colab
5: Efficient read PDF with Spark PDFOpen In Colab
OCR Examples
ChapterNotebook
1: Example of usage different OCROpen In Colab
Ner Examples
ChapterNotebook
1: NER ExamplesOpen In Colab
2: LLM NER ExamplesOpen In Colab
Embeddings Examples
ChapterNotebook
1: Text Splitting and EmbeddingsOpen In Colab
Object Detection Examples
ChapterNotebook
1: YoloOnnxDetectorOpen In Colab
2: Face DetectionOpen In Colab
3: Signature DetectionOpen In Colab
4: YoloOnnxDetectorBenchmarksOpen In Colab
De-identification Examples
ChapterNotebook
1: De-identification Text
2: De-identification Images
3: De-identification PDF Documents
4: De-identification Dicom
Local Run
Requirements
  • Python 3.11
  • Apache Spark 3.5 or higher
  • Java 8, 11
  • Tesseract 5.0 or higher
  • Jupyter Lab | Google Colab
About
Tutorials for ScaleDP library. ScaleDP is an Open-Source Library for Processing Documents in Apache Spark.
stabrise.com/scaledp/
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nernlpocrocr-pythonpdfspark
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