Did you have a look at diff-match-patch from google? Apparantly google Docs uses this set of algoritms. It includes not only a diff module, but also a patch module, so you can generate the newest file from older files and diffs.

A python version is included.

http://code.google.com/p/google-diff-match-patch/

Answer from Density 21.5 on Stack Overflow
🌐
Python
docs.python.org › 3 › library › difflib.html
difflib — Helpers for computing deltas
The unified diff format normally has a header for filenames and modification times. Any or all of these may be specified using strings for fromfile, tofile, fromfiledate, and tofiledate. The modification times are normally expressed in the ISO 8601 format. If not specified, the strings default to blanks. >>> s1 = ['bacon\n', 'eggs\n', 'ham\n', 'guido\n'] >>> s2 = ['python\n', 'eggy\n', 'hamster\n', 'guido\n'] >>> sys.stdout.writelines(unified_diff(s1, s2, fromfile='before.py', tofile='after.py')) --- before.py +++ after.py @@ -1,4 +1,4 @@ -bacon -eggs -ham +python +eggy +hamster guido
🌐
GeeksforGeeks
geeksforgeeks.org › python › numpy-diff-in-python
numpy.diff() in Python - GeeksforGeeks
July 12, 2025 - Python · import numpy as np a = np.array([1, 2, 4, 7, 0]) res = np.diff(a) print(res) Output · [ 1 2 3 -7] Explanation: np.diff() returns the difference between each pair of consecutive elements 2-1, 4-2, 7-4, 0-7-> 1,2,3,-7.
Discussions

Generating and applying diffs in python - Stack Overflow
Is there an 'out-of-the-box' way in python to generate a list of differences between two texts, and then applying this diff to one file to obtain the other, later? I want to keep the revision his... More on stackoverflow.com
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Compare two files report difference in python - Stack Overflow
Which means one of the hosts has more lines than the other. Is there a better method to compare 2 files and report the difference? ... @MrE I have already seen that one. It does not answer my question. I am a beginner in python and that question talks about hash and exiting as soon as it notices ... More on stackoverflow.com
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Python - difference between two strings - Stack Overflow
Works on Python 2 as well (for me) I would suggest asking a question with the specific source and specific output. I cannot debug in comments... 2016-05-06T17:24:10.987Z+00:00 ... I like the ndiff answer, but if you want to spit it all into a list of only the changes, you could do something like: import difflib ... More on stackoverflow.com
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What's the best library to find differences in two text files and visulaize it?
icdiff is good, you can side by side and color code the output. Looks/works great in a console. More on reddit.com
🌐 r/Python
3
16
April 20, 2024
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Pandas
pandas.pydata.org › docs › reference › api › pandas.DataFrame.diff.html
pandas.DataFrame.diff — pandas 3.0.1 documentation
Calculates the difference of a DataFrame element compared with another element in the DataFrame (default is element in previous row).
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NumPy
numpy.org › doc › 2.1 › reference › generated › numpy.diff.html
numpy.diff — NumPy v2.1 Manual
The first difference is given by out[i] = a[i+1] - a[i] along the given axis, higher differences are calculated by using diff recursively.
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Codecademy
codecademy.com › docs › python:numpy › math methods › .diff()
Python:NumPy | Math Methods | .diff() | Codecademy
November 28, 2024 - Learn the basics of Python 3.12, ... ... This function returns an array of differences between consecutive elements along the specified axis, with one fewer element along that axis than the input array....
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Beautiful Soup
tedboy.github.io › python_stdlib › generated › generated › difflib.Differ.html
difflib.Differ — Python Standard Library
Differ is a class for comparing sequences of lines of text, and producing human-readable differences or deltas.
Find elsewhere
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W3Schools
w3schools.com › python › pandas › ref_df_diff.asp
Pandas DataFrame diff() Method
A DataFrame object with the differences. ... If you want to use W3Schools services as an educational institution, team or enterprise, send us an e-mail: sales@w3schools.com · If you want to report an error, or if you want to make a suggestion, send us an e-mail: help@w3schools.com · HTML Tutorial CSS Tutorial JavaScript Tutorial How To Tutorial SQL Tutorial Python ...
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Florian-dahlitz
florian-dahlitz.de › articles › create-your-own-diff-tool-using-python
Create Your Own Diff-Tool Using Python - Florian Dahlitz
Congratulations, you have made it through the article! While reading the article you learned how to compute a simple diff using Python's difflib module. Furthermore, you were able to turn your little diff-script into a command-line tool using Python's argparse module.
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PyPI
pypi.org › project › diff-match-patch
diff-match-patch · PyPI
Compare two blocks of plain text and efficiently return a list of differences. ... Given a search string, find its best fuzzy match in a block of plain text. Weighted for both accuracy and location. ... Apply a list of patches onto plain text. Use best-effort to apply patch even when the underlying text doesn't match. ... Originally built in 2006 to power Google Docs, this library is now available in C++, C#, Dart, Java, JavaScript, Lua, Objective C, and Python.
      » pip install diff-match-patch
    
Published   Oct 21, 2024
Version   20241021
Top answer
1 of 5
102
import difflib

lines1 = '''
dog
cat
bird
buffalo
gophers
hound
horse
'''.strip().splitlines()

lines2 = '''
cat
dog
bird
buffalo
gopher
horse
mouse
'''.strip().splitlines()

# Changes:
# swapped positions of cat and dog
# changed gophers to gopher
# removed hound
# added mouse

for line in difflib.unified_diff(lines1, lines2, fromfile='file1', tofile='file2', lineterm=''):
    print line

Outputs the following:

--- file1
+++ file2
@@ -1,7 +1,7 @@
+cat
 dog
-cat
 bird
 buffalo
-gophers
-hound
+gopher
 horse
+mouse

This diff gives you context -- surrounding lines to help make it clear how the file is different. You can see "cat" here twice, because it was removed from below "dog" and added above it.

You can use n=0 to remove the context.

for line in difflib.unified_diff(lines1, lines2, fromfile='file1', tofile='file2', lineterm='', n=0):
    print line

Outputting this:

--- file1
+++ file2
@@ -0,0 +1 @@
+cat
@@ -2 +2,0 @@
-cat
@@ -5,2 +5 @@
-gophers
-hound
+gopher
@@ -7,0 +7 @@
+mouse

But now it's full of the "@@" lines telling you the position in the file that has changed. Let's remove the extra lines to make it more readable.

for line in difflib.unified_diff(lines1, lines2, fromfile='file1', tofile='file2', lineterm='', n=0):
    for prefix in ('---', '+++', '@@'):
        if line.startswith(prefix):
            break
    else:
        print line

Giving us this output:

+cat
-cat
-gophers
-hound
+gopher
+mouse

Now what do you want it to do? If you ignore all removed lines, then you won't see that "hound" was removed. If you're happy just showing the additions to the file, then you could do this:

diff = difflib.unified_diff(lines1, lines2, fromfile='file1', tofile='file2', lineterm='', n=0)
lines = list(diff)[2:]
added = [line[1:] for line in lines if line[0] == '+']
removed = [line[1:] for line in lines if line[0] == '-']

print 'additions:'
for line in added:
    print line
print
print 'additions, ignoring position'
for line in added:
    if line not in removed:
        print line

Outputting:

additions:
cat
gopher
mouse

additions, ignoring position:
gopher
mouse

You can probably tell by now that there are various ways to "print the differences" of two files, so you will need to be very specific if you want more help.

2 of 5
21

The difflib library is useful for this, and comes in the standard library. I like the unified diff format.

http://docs.python.org/2/library/difflib.html#difflib.unified_diff

import difflib
import sys

with open('/tmp/hosts0', 'r') as hosts0:
    with open('/tmp/hosts1', 'r') as hosts1:
        diff = difflib.unified_diff(
            hosts0.readlines(),
            hosts1.readlines(),
            fromfile='hosts0',
            tofile='hosts1',
        )
        for line in diff:
            sys.stdout.write(line)

Outputs:

--- hosts0
+++ hosts1
@@ -1,5 +1,4 @@
 one
 two
-dogs
 three

And here is a dodgy version that ignores certain lines. There might be edge cases that don't work, and there are surely better ways to do this, but maybe it will be good enough for your purposes.

import difflib
import sys

with open('/tmp/hosts0', 'r') as hosts0:
    with open('/tmp/hosts1', 'r') as hosts1:
        diff = difflib.unified_diff(
            hosts0.readlines(),
            hosts1.readlines(),
            fromfile='hosts0',
            tofile='hosts1',
            n=0,
        )
        for line in diff:
            for prefix in ('---', '+++', '@@'):
                if line.startswith(prefix):
                    break
            else:
                sys.stdout.write(line[1:])
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Python Module of the Week
pymotw.com › 2 › difflib
difflib – Compare sequences - Python Module of the Week
The default for Differ is to not ignore any lines or characters explicitly, but to rely on the ability of SequenceMatcher to detect noise. The default for ndiff() is to ignore space and tab characters. $ python difflib_junk.py A = ' abcd' B = 'abcd abcd' Without junk detection: i = 0 j = 4 k = 5 A[i:i+k] = ' abcd' B[j:j+k] = ' abcd' Treat spaces as junk: i = 1 j = 0 k = 4 A[i:i+k] = 'abcd' B[j:j+k] = 'abcd'
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Programiz
programiz.com › python-programming › numpy › methods › diff
NumPy diff() (With Examples)
The diff() function returns an array that contains the differences of consecutive elements along the specified axis.
Top answer
1 of 7
185

You can use ndiff in the difflib module to do this. It has all the information necessary to convert one string into another string.

A simple example:

import difflib

cases=[('afrykanerskojęzyczny', 'afrykanerskojęzycznym'),
       ('afrykanerskojęzyczni', 'nieafrykanerskojęzyczni'),
       ('afrykanerskojęzycznym', 'afrykanerskojęzyczny'),
       ('nieafrykanerskojęzyczni', 'afrykanerskojęzyczni'),
       ('nieafrynerskojęzyczni', 'afrykanerskojzyczni'),
       ('abcdefg','xac')] 

for a,b in cases:     
    print('{} => {}'.format(a,b))  
    for i,s in enumerate(difflib.ndiff(a, b)):
        if s[0]==' ': continue
        elif s[0]=='-':
            print(u'Delete "{}" from position {}'.format(s[-1],i))
        elif s[0]=='+':
            print(u'Add "{}" to position {}'.format(s[-1],i))    
    print()      

prints:

afrykanerskojęzyczny => afrykanerskojęzycznym
Add "m" to position 20

afrykanerskojęzyczni => nieafrykanerskojęzyczni
Add "n" to position 0
Add "i" to position 1
Add "e" to position 2

afrykanerskojęzycznym => afrykanerskojęzyczny
Delete "m" from position 20

nieafrykanerskojęzyczni => afrykanerskojęzyczni
Delete "n" from position 0
Delete "i" from position 1
Delete "e" from position 2

nieafrynerskojęzyczni => afrykanerskojzyczni
Delete "n" from position 0
Delete "i" from position 1
Delete "e" from position 2
Add "k" to position 7
Add "a" to position 8
Delete "ę" from position 16

abcdefg => xac
Add "x" to position 0
Delete "b" from position 2
Delete "d" from position 4
Delete "e" from position 5
Delete "f" from position 6
Delete "g" from position 7
2 of 7
58

I like the ndiff answer, but if you want to spit it all into a list of only the changes, you could do something like:

import difflib

case_a = 'afrykbnerskojęzyczny'
case_b = 'afrykanerskojęzycznym'

output_list = [li for li in difflib.ndiff(case_a, case_b) if li[0] != ' ']
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Medium
luis-alberto-g-efe.medium.com › practical-econometrics-difference-in-differences-multiple-groups-and-periods-in-python-fixed-40bd0d04f734
Econometrics in Python, Difference-in-differences — Multiple groups and periods (FE-DiD model) | by Luis Garcia Fuentes | Medium
April 20, 2023 - Note that this specification also allows us to have pilots starting at different times and to scale the “strength” of the pilot into a continuous index from 0–1, which depending on how rigorous the implementation of pilot activities across locations was, may help us capture differences between pilot implementation and roll-out window. Of course, maybe you are tired of reading my explanation, so here is a cool prof/YouTuber chewing the hard content for you. ... You are back? Perfect! Now let us implement the code in Python to achieve this.
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PyPI
pypi.org › project › diff
diff · PyPI
Download URL: diff-2023.12.6-py3-none-any.whl · Upload date: Dec 30, 2023 · Size: 5.9 kB · Tags: Python 3 · Uploaded using Trusted Publishing? Yes · Uploaded via: twine/4.0.2 CPython/3.11.7 · See more details on using hashes here. Supported by ·
      » pip install diff
    
Published   Dec 30, 2023
Version   2023.12.6
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Czarrar
czarrar.github.io › python-diff
Comparing Python Diff Libraries
November 3, 2021 - I’m comparing the performance here between the difflib that’s part of Python and diff_match_patch that’s from Google. I was interested in extracting the word(s) that have been changed between two strings. I started out by using difflib but found that it did weird things with some sequences.