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Are the MD5 values from the md5_file function and Python hashlib the same? Comparing their output differences

M66 2025-06-28

In everyday development, we often need to verify files to ensure their integrity hasn't been compromised. A common method is to compare files by calculating their MD5 values. PHP provides the md5_file() function, while Python can achieve similar functionality through the hashlib module. So, are the MD5 values calculated by these two platforms consistent? Can they be cross-verified? This article analyzes this from three perspectives: the underlying principles, usage examples, and actual comparisons.

1. Introduction to the md5_file() Function

In PHP, the md5_file() is a built-in function that performs an MD5 hash operation on the contents of a file and returns a 32-character hexadecimal string.

Usage example:

<?php
$file = 'example.txt';
$md5 = md5_file($file);
echo "MD5 value: " . $md5;
?>

In this example, md5_file() reads the entire file content and then calculates its MD5 value. By default, it returns a lowercase 32-character hexadecimal string.

2. The hashlib Module in Python

Python can also easily calculate the MD5 value of a file using the hashlib module:

import hashlib
<p>with open("example.txt", "rb") as f:<br>
md5 = hashlib.md5()<br>
while chunk := f.read(8192):<br>
md5.update(chunk)<br>
print("MD5 value:", md5.hexdigest())<br>

Compared to PHP, Python emphasizes reading large files in chunks to reduce memory consumption.

3. Actual Comparison: Are They Consistent?

In theory, md5_file() and Python's hashlib.md5() use the same MD5 hashing algorithm (RFC 1321), so the results should be exactly the same when calculating the same file content.

We can prepare the same file and calculate its MD5 value separately in PHP and Python:

File content (example.txt):

Hello, this is a test file for MD5 hashing.

PHP output:

<?php
echo md5_file('example.txt');
// Output: 1a79a4d60de6718e8e5b326e338ae533
?>

Python output:

import hashlib
<p>with open("example.txt", "rb") as f:<br>
print(hashlib.md5(f.read()).hexdigest())</p>
<h1>Output: 1a79a4d60de6718e8e5b326e338ae533</h1>
<p>

As you can see, the output MD5 values are exactly the same, indicating there is no fundamental difference in the algorithm or implementation between the two.

4. Situations That May Cause Inconsistencies

Although the calculation methods are consistent, differences in MD5 values may occur in practice due to the following common reasons:

  1. Line Ending Differences: Windows uses CRLF (\r\n) while Linux usually uses LF (\n). If files are transferred between systems without normalizing line endings, it will affect the MD5.

  2. Encoding Issues: PHP and Python read files differently; it's recommended to consistently read files in binary mode.

  3. Incomplete File Write: If the file is not closed or is being written to during calculation, the read content may be incomplete, causing discrepancies.

  4. File Path or Permission Issues: Incorrect file paths or insufficient permissions may cause reading to fail, returning false or errors.

5. Comparing Handling of Remote Files

Sometimes, we need to calculate the MD5 of remote files. In PHP, this can be done as follows:

<?php
$url = 'https://m66.net/sample.jpg';
$temp_file = tempnam(sys_get_temp_dir(), 'md5');
file_put_contents($temp_file, file_get_contents($url));
echo md5_file($temp_file);
unlink($temp_file);
?>

In Python, you can download the file first using requests and then calculate:

import hashlib, requests
<p>url = "<a rel="noopener" target="_new" class="" href="https://m66.net/sample.jpg">https://m66.net/sample.jpg</a>"<br>
r = requests.get(url)<br>
md5 = hashlib.md5(r.content).hexdigest()<br>
print(md5)<br>

As long as the downloaded content is the same, the MD5 values will match.

6. Conclusion

PHP's md5_file() and Python's hashlib compute file MD5 values based on the same algorithm. As long as the file content and reading method are consistent, no differences in results will appear. Developers should pay attention to file reading methods, line endings, and encoding when comparing hash results across languages.

Mastering the file MD5 checksum techniques in these two languages helps ensure data consistency and security in multilingual projects.