textract | no fuss | Natural Language Processing library

by deanmalmgren HTML Version: 1.6.5 License: MIT

X-Ray Key Features Code Snippets(10)Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | textract Summary

textract is a HTML library typically used in Artificial Intelligence, Natural Language Processing applications. textract has no bugs, it has no vulnerabilities, it has a Permissive License and it has medium support. You can download it from GitHub.

extract text from any document. no muss. no fuss.

Support

Quality

Security

License

Reuse

Support

textract has a medium active ecosystem.

It has 3518 star(s) with 526 fork(s). There are 84 watchers for this library.

It had no major release in the last 12 months.

There are 97 open issues and 129 have been closed. On average issues are closed in 242 days. There are 16 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of textract is 1.6.5

Quality

textract has 0 bugs and 0 code smells.

Security

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

textract code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

textract 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

textract releases are available to install and integrate.

It has 5857 lines of code, 103 functions and 68 files.

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

Top functions reviewed by kandi - BETA

kandi's functional review helps you automatically verify the functionalities of the libraries and avoid rework.
Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of textract

Get all kandi verified functions for this library.

textract Key Features

No Key Features are available at this moment for textract.

textract Examples and Code Snippets

Python-Textract-Boto3 - Trying to pass result of a method call as an argument to the same method, and loop

Python

Lines of Code : 12

License : Strong Copyleft (CC BY-SA 4.0)

Copy

# Get the analysis once to see if there is a need to loop in the first place
x=client.get_document_analysis(JobId = my_job_id_ref) 
next_token = x.get('NextToken')
my_ls.append(x)

# Now repeat until we have the last page
while next_token

Saving a pymupdf fitz object to s3 as a pdf

Python

Lines of Code : 4

License : Strong Copyleft (CC BY-SA 4.0)

Copy

# Save fil first.
new_bytes = doc.write()
s3.Bucket(bucketname).put_object(Key=filename, Body=new_bytes)

Scrapy script that was supposed to scrape pdf, doc files is not working properly

Python

Lines of Code : 21

License : Strong Copyleft (CC BY-SA 4.0)

Copy

conda install -c conda-forge poppler
conda install -c conda-forge pdftotext

pip install python-poppler
pip install pdftotext

tempfile = NamedTemporaryFile(suffix=extension)
tempfile.write(r

Endpoint is weird Amazon Textract Python

Python

Lines of Code : 2

License : Strong Copyleft (CC BY-SA 4.0)

Copy

textract = boto3.client('textract', region_name='us-west-1')

Open, save and extract text PDFs from links in python dataframe

Python

Lines of Code : 17

License : Strong Copyleft (CC BY-SA 4.0)

Copy

import urllib.request
import textract

def download_file(download_url, filename):
    response = urllib.request.urlopen(download_url)    
    file = open(filename + ".pdf", 'wb')
    file.write(response.read())
    file.close()

df['Text']

Python Regex findall dot + newline

Python

Lines of Code : 16

License : Strong Copyleft (CC BY-SA 4.0)

Copy

^(?:[^\S\n]*\S.*\n)*.*word.*(?:\n[^\S\n]*\S.*)*

import re

text = """test textract.

new line
test word.

another line."""

pattern = r"^(?:[^\S\n]*\S.*\n)*.*word.*(?:\n[^\S\n]*\S.*)*"
print(re.findall(pattern, tex

How can i extract pdf tables other than tabula

Python

Lines of Code : 17

License : Strong Copyleft (CC BY-SA 4.0)

Copy

import pdftables_api

c = pdftables_api.Client('my-api-key')
c.xlsx('input.pdf', 'output') 
#replace c.xlsx with c.csv to convert to CSV 
#replace c.xlsx with c.xml to convert to XML
#replace c.xlsx with c.html to convert to HTML
#This is

How to get multiple sentences in arrays into a single response in python?

Python

Lines of Code : 2

License : Strong Copyleft (CC BY-SA 4.0)

Copy

single_response = ' '.join(item["Text"] for item in response["Blocks"] if item["BlockType"] == "LINE")

Antiword can't open 'C:\\?????? ????????\\info.doc' for reading in Windows

Python

Lines of Code : 19

License : Strong Copyleft (CC BY-SA 4.0)

Copy

class Parser(ShellParser):
    """Extract text from doc files using antiword.
    """

    def extract(self, filename, **kwargs):
        stdout, stderr = self.run(['antiword', filename])
        return stdout

impo

Converting multiple files in a directory into .txt format. But file names become Binary

Python

Lines of Code : 2

License : Strong Copyleft (CC BY-SA 4.0)

Copy

os.rename(os.path.join(source_directory,  filename), os.path.join(source_directory, unique_filename))

Community Discussions

Trending Discussions on textract

Python-Textract-Boto3 - Trying to pass result of a method call as an argument to the same method, and loop

Textract Form Analysis, Java SDK 1.x

Amplify Invalid feature flag configuration on build

Saving a pymupdf fitz object to s3 as a pdf

angular 13: Module not found: Error: Can't resolve 'rxjs/operators'

Is there any limit on number of pdf pages to be OCRed using AWS Textract?

Writing Capybara expectations to verify phone numbers

Scrapy script that was supposed to scrape pdf, doc files is not working properly

Filter result from inner Step Function

Sending "data" in res.send(), gives error on front end

QUESTION

Python-Textract-Boto3 - Trying to pass result of a method call as an argument to the same method, and loop

Asked 2022-Mar-30 at 15:03

I have a mulit-page pdf on AWS S3, and am using textract to extract all text. I can get the response in batches, where the 1st response provides me with a 'NextToken' that I need to pass as an arg to the get_document_analysis method.

How do I avoid manually running the get_document_analysis method each time manually pasting the NextToken value received from the previous run?

Here's an attempt:

...

ANSWER

Answered 2022-Mar-30 at 15:03

The trick is to use the while-condition to check whether the nextToken is empty.

Source https://stackoverflow.com/questions/71669497

QUESTION

Textract Form Analysis, Java SDK 1.x

Asked 2022-Mar-13 at 03:02

I'm looking to extract form data utilizing textract. I've tested with a PDF in the demo and results are great. Results using the SDK however are far from optimal, actually, completely inaccurate. If I use StartDocumentAnalysisRequest/StartDocumentAnalysisResult (asynchronous), I only get 1 block returned of type PAGE, never KEY_VALUE_SET. If I convert my PDF to an image and use the synchronous methods, I do get KEY_VALUE_SET back but results are completely inaccurate.

Does anyone know how I can utilize the asynchronous analysis functionality to retrieve form values as the documentation indicates?

Sample Code below:

...

ANSWER

Answered 2022-Mar-13 at 03:02

You are not using the recommended version for the AWS SDK for Java. You are using a old version and not the recommended one.

I have tested the AWS SDK for Java V2 and I am able to get lines and text that lines up with the AWS Management Console.

You can find textTract V2 examples in the repo linked above.

I am able to get to lines and the corresponding text by using software.amazon.awssdk.services.textract.TextractClient.

For example when i debug through the code using the same PNG as I used in the console, i get the proper result.

Source https://stackoverflow.com/questions/71453799

QUESTION

Amplify Invalid feature flag configuration on build

Asked 2022-Feb-20 at 11:03

I am doing the walkthrough for building a full stack app with Amplify and am stuck on the third module, adding auth. I followed all the instructions to a T but my build is failing saying there are invalid feature flags like so.

...

ANSWER

Answered 2022-Feb-20 at 11:03

It seems to be a different version of amplify cli between the aws build image and your machine.

Check your version of amplify cli :

Source https://stackoverflow.com/questions/71106728

QUESTION

Saving a pymupdf fitz object to s3 as a pdf

Asked 2022-Jan-31 at 14:34

I am trying to crop a pdf and save it to s3 with same name using lambda. I am getting error on the data type being a fitz.fitz.page

...

ANSWER

Answered 2022-Jan-31 at 14:34

This is happening because the page1 object is defined using fitz.fitz.page and the type expected by S3 put object is bytes.

In order to solve the issue, you can use the write function of the new PDF (doc) and get the output of it which is in bytes format that you could pass to S3 then.

Source https://stackoverflow.com/questions/70927544

QUESTION

angular 13: Module not found: Error: Can't resolve 'rxjs/operators'

Asked 2022-Jan-22 at 05:29

I have upgraded my angular to angular 13. when I run to build SSR it gives me following error.

...

ANSWER

Answered 2022-Jan-22 at 05:29

I just solve this issue by correcting the RxJS version to 7.4.0. I hope this can solve others issue as well.

Source https://stackoverflow.com/questions/70589846

QUESTION

Is there any limit on number of pdf pages to be OCRed using AWS Textract?

Asked 2022-Jan-03 at 13:43

I am OCRing image based pdfs using AWS Textract

my each PDF I have has 60+ pages

but when I try to OCR the pdf file it only does that for the first 4 pages of each file.

is there any limit on number of pages in the pdf file for AWS extract

I found this https://docs.aws.amazon.com/textract/latest/dg/limits.html

but it does not mention any limit on the number of pages!!

Any one know if there is any limit of the pdf pages?

and if so, how can I do the OCR for the whole file 60+ pages?

...

ANSWER

Answered 2022-Jan-03 at 13:43

The hard limits for textract are 1000 pages or 500mb for PDFs.

I think that your problem is related to the batch response of textract. You have to look if the key "NextToken" in the json output is populated and if so, you have to make another request with that token.

Source https://stackoverflow.com/questions/70478132

QUESTION

Writing Capybara expectations to verify phone numbers

Asked 2021-Dec-15 at 21:40

I'm using AWS Textract to pull information from PDF documents. After the scanned text is returned from AWS and persisted to a var, I'm doing this:

phone_number = '(555) 123-4567'

scanned_pdf_text.should have_text phone_number

But this fails about 20% of the time because of the non-deterministic way that AWS is returning the scanned PDF text. On occasion, the phone numbers can appear either of these two ways:

(555)123-4567 or (555) 123-4567

Some of this scanned text is very large, and I'd prefer not to go through the exercise of sanitizing the text coming back if I can avoid it (I'm also not good at regex usage). I also think using or logic to handle both cases seems to be a little heavy handed just to check text that is so similar (and clearly near-identical to the human eye).

Is there an rspec matcher that'll allow me to check on this text? I'm also using Capybara.default_normalize_ws = true but that doesn't seem to help in this case.

...

ANSWER

Answered 2021-Dec-15 at 21:40

Assuming scanned_pdf_text is a string and the only differences you're seeing is in spaces then you can just get rid of the spaces and compare

Source https://stackoverflow.com/questions/70370513

QUESTION

Scrapy script that was supposed to scrape pdf, doc files is not working properly

Asked 2021-Dec-12 at 19:39

I am trying to implement a similar script on my project following this blog post here: https://www.imagescape.com/blog/scraping-pdf-doc-and-docx-scrapy/

The code of the spider class from the source:

...

ANSWER

Answered 2021-Dec-12 at 19:39

This program was meant to be ran in linux, so there are a few steps you need to do in order for it to run in windows.

1. Install the libraries.

Installation in Anaconda:

Source https://stackoverflow.com/questions/70325634

QUESTION

Filter result from inner Step Function

Asked 2021-Dec-06 at 11:20

I have a Step Function that starts another Step Function.

The output from the inner step function is ok, it is exactly what I want.

Here is the code that triggers the outer step function:

...

ANSWER

Answered 2021-Dec-06 at 11:20

You can filter out the required result only from the outer step function with ResultSelector. It allows selecting fields that you need. Your SF definition should look like this:

Source https://stackoverflow.com/questions/70123235

QUESTION

Sending "data" in res.send(), gives error on front end

Asked 2021-Nov-19 at 00:41

I want to send the data in res.send(data). When i

...

ANSWER

Answered 2021-Nov-19 at 00:41

You were trying to return wrong thing you need to send response in callback of the textract function

Source https://stackoverflow.com/questions/70007771

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

Vulnerabilities

No vulnerabilities reported

Install textract

You can download it from GitHub.

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: