CODEWITHSUNDEEP
pythonms-word
Kevin
Kevin

Reputation: 1293

Best way to extract text from a Word doc without using COM/automation?

Is there a reasonable way to extract plain text from a Word file that doesn't depend on COM automation? (This is a a feature for a web app deployed on a non-Windows platform - that's non-negotiable in this case.)

Antiword seems like it might be a reasonable option, but it seems like it might be abandoned.

A Python solution would be ideal, but doesn't appear to be available.

Upvotes: 25

Views: 80293

Answers (13)

r-or
r-or

Reputation: 46

Like Etienne's answer. With python 3.9 getiterator was deprecated in ET, so you need to replace it with iter:


def get_docx_text(path):
    """
    Take the path of a docx file as argument, return the text in unicode.
    """
    document = zipfile.ZipFile(path)
    xml_content = document.read('word/document.xml')
    document.close()
    tree = XML(xml_content)

    paragraphs = []
    for paragraph in tree.iter(PARA):
        texts = [node.text
                 for node in paragraph.iter(TEXT)
                 if node.text]
        if texts:
            paragraphs.append(''.join(texts))

    return '\n\n'.join(paragraphs)

Upvotes: 0

CpILL
CpILL

Reputation: 6979

There is also pandoc the swiss-army-knife of documents. It converts from every format to nearly every other format. From the demos page

pandoc -s input_file.docx -o output_file.txt

Upvotes: 0

vhx.ai
vhx.ai

Reputation: 1

Textract-Plus

Use textract-plus which can extract text from most of the document extensions including doc , docm , dotx and docx. (It uses antiword as a backend for doc files) refer docs

Install-

pip install textract-plus

Sample-

import textractplus as tp
text=tp.process('path/to/yourfile.doc')

Upvotes: 0

mikemaccana
mikemaccana

Reputation: 123048

(Same answer as extracting text from MS word files in python)

Use the native Python docx module which I made this week. Here's how to extract all the text from a doc:

document = opendocx('Hello world.docx')

# This location is where most document content lives 
docbody = document.xpath('/w:document/w:body', namespaces=wordnamespaces)[0]

# Extract all text
print getdocumenttext(document)

See Python DocX site

100% Python, no COM, no .net, no Java, no parsing serialized XML with regexs.

Upvotes: 21

Vishal Sanap
Vishal Sanap

Reputation: 25

Just in case if someone wants to do in Java language there is Apache poi api. extractor.getText() will extract plane text from docx . Here is the link https://www.tutorialspoint.com/apache_poi_word/apache_poi_word_text_extraction.htm

Upvotes: 0

prossblad
prossblad

Reputation: 934

Honestly don't use "pip install tika", this has been developed for mono-user (one developper working on his laptop) and not for multi-users (multi-developpers).

The small class TikaWrapper.py bellow which uses Tika in command line is widely enough to meet our needs.

You just have to instanciate this class with JAVA_HOME path and the Tika jar path, that's all ! And it works perfectly for lot of formats (e.g: PDF, DOCX, ODT, XLSX, PPT, etc.).

#!/bin/python
# -*- coding: utf-8 -*-

# Class to extract metadata and text from different file types (such as PPT, XLS, and PDF)
# Developed by Philippe ROSSIGNOL
#####################
# TikaWrapper class #
#####################
class TikaWrapper:

    java_home = None
    tikalib_path = None

    # Constructor
    def __init__(self, java_home, tikalib_path):
        self.java_home = java_home
        self.tika_lib_path = tikalib_path

    def extractMetadata(self, filePath, encoding="UTF-8", returnTuple=False):
        '''
        - Description:
          Extract metadata from a document
        
        - Params:
          filePath: The document file path
          encoding: The encoding (default = "UTF-8")
          returnTuple: If True return a tuple which contains both the output and the error (default = False)
        
        - Examples:
          metadata = extractMetadata(filePath="MyDocument.docx")
          metadata, error = extractMetadata(filePath="MyDocument.docx", encoding="UTF-8", returnTuple=True)
        '''
        cmd = self._getCmd(self._cmdExtractMetadata, filePath, encoding)
        out, err = self._execute(cmd, encoding)
        if (returnTuple): return out, err
        return out

    def extractText(self, filePath, encoding="UTF-8", returnTuple=False):
        '''
        - Description:
          Extract text from a document
        
        - Params:
          filePath: The document file path
          encoding: The encoding (default = "UTF-8")
          returnTuple: If True return a tuple which contains both the output and the error (default = False)
        
        - Examples:
          text = extractText(filePath="MyDocument.docx")
          text, error = extractText(filePath="MyDocument.docx", encoding="UTF-8", returnTuple=True)
        '''
        cmd = self._getCmd(self._cmdExtractText, filePath, encoding)
        out, err = self._execute(cmd, encoding)
        return out, err

    # ===========
    # = PRIVATE =
    # ===========

    _cmdExtractMetadata = "${JAVA_HOME}/bin/java -jar ${TIKALIB_PATH} --metadata ${FILE_PATH}"
    _cmdExtractText = "${JAVA_HOME}/bin/java -jar ${TIKALIB_PATH} --encoding=${ENCODING} --text ${FILE_PATH}"

    def _getCmd(self, cmdModel, filePath, encoding):
        cmd = cmdModel.replace("${JAVA_HOME}", self.java_home)
        cmd = cmd.replace("${TIKALIB_PATH}", self.tika_lib_path)
        cmd = cmd.replace("${ENCODING}", encoding)
        cmd = cmd.replace("${FILE_PATH}", filePath)
        return cmd

    def _execute(self, cmd, encoding):
        import subprocess
        process = subprocess.Popen(cmd, shell=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
        out, err = process.communicate()
        out = out.decode(encoding=encoding)
        err = err.decode(encoding=encoding)
        return out, err

Upvotes: 0

Dhinesh kumar M
Dhinesh kumar M

Reputation: 101

tika-python

A Python port of the Apache Tika library, According to the documentation Apache tika supports text extraction from over 1500 file formats.

Note: It also works charmingly with pyinstaller

Install with pip :

pip install tika

Sample:

#!/usr/bin/env python
from tika import parser
parsed = parser.from_file('/path/to/file')
print(parsed["metadata"]) #To get the meta data of the file
print(parsed["content"]) # To get the content of the file

Link to official GitHub

Upvotes: 2

markling
markling

Reputation: 1384

This worked well for .doc and .odt.

It calls openoffice on the command line to convert your file to text, which you can then simply load into python.

(It seems to have other format options, though they are not apparenlty documented.)

Upvotes: 1

Etienne
Etienne

Reputation: 12580

If all you want to do is extracting text from Word files (.docx), it's possible to do it only with Python. Like Guy Starbuck wrote it, you just need to unzip the file and then parse the XML. Inspired by python-docx, I have written a simple function to do this:

try:
    from xml.etree.cElementTree import XML
except ImportError:
    from xml.etree.ElementTree import XML
import zipfile


"""
Module that extract text from MS XML Word document (.docx).
(Inspired by python-docx <https://github.com/mikemaccana/python-docx>)
"""

WORD_NAMESPACE = '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}'
PARA = WORD_NAMESPACE + 'p'
TEXT = WORD_NAMESPACE + 't'


def get_docx_text(path):
    """
    Take the path of a docx file as argument, return the text in unicode.
    """
    document = zipfile.ZipFile(path)
    xml_content = document.read('word/document.xml')
    document.close()
    tree = XML(xml_content)

    paragraphs = []
    for paragraph in tree.getiterator(PARA):
        texts = [node.text
                 for node in paragraph.getiterator(TEXT)
                 if node.text]
        if texts:
            paragraphs.append(''.join(texts))

    return '\n\n'.join(paragraphs)

Upvotes: 4

UnterLink
UnterLink

Reputation:

For docx files, check out the Python script docx2txt available at

http://cobweb.ecn.purdue.edu/~kak/distMisc/docx2txt

for extracting the plain text from a docx document.

Upvotes: 1

codeape
codeape

Reputation: 100756

I use catdoc or antiword for this, whatever gives the result that is the easiest to parse. I have embedded this in python functions, so it is easy to use from the parsing system (which is written in python).

import os

def doc_to_text_catdoc(filename):
    (fi, fo, fe) = os.popen3('catdoc -w "%s"' % filename)
    fi.close()
    retval = fo.read()
    erroroutput = fe.read()
    fo.close()
    fe.close()
    if not erroroutput:
        return retval
    else:
        raise OSError("Executing the command caused an error: %s" % erroroutput)

# similar doc_to_text_antiword()

The -w switch to catdoc turns off line wrapping, BTW.

Upvotes: 16

paulmorriss
paulmorriss

Reputation: 2615

Using the OpenOffice API, and Python, and Andrew Pitonyak's excellent online macro book I managed to do this. Section 7.16.4 is the place to start.

One other tip to make it work without needing the screen at all is to use the Hidden property:

RO = PropertyValue('ReadOnly', 0, True, 0)
Hidden = PropertyValue('Hidden', 0, True, 0)
xDoc = desktop.loadComponentFromURL( docpath,"_blank", 0, (RO, Hidden,) )

Otherwise the document flicks up on the screen (probably on the webserver console) when you open it.

Upvotes: 3

Unsliced
Unsliced

Reputation: 10552

Open Office has an API

Upvotes: 1

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