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How to get MD5 sum of a string using python?

python
hashlib
encoding
digest
Alex KataevbyAlex Kataev·Nov 20, 2024
TLDR

To compute an MD5 hash of a string in Python:

import hashlib

Fast, Furious, and hashed! 🚗 💨

md5_hash = hashlib.md5("Your string".encode()).hexdigest() print(md5_hash)


Replace `"Your string"` with your data. This simple code instantly provides the **MD5 hash**.

Remember that in Python 3.x, `.encode()` is crucial before calculating MD5 - it converts the string to bytes.

## Difference between Python 2.x and 3.x

In generating **MD5 hashes**, Python 2.x varies from Python 3.x, especially due to their unique ways of managing strings. Python 3.x mandates explicit encoding to bytes.

```python
# Python 2.x:
## Quick and Dirty version
md5_hash_py2 = hashlib.md5("Your string").hexdigest()

# Python 3.x: (with encoding)
## Too hot to handle without encoding! 🌶️
md5_hash_py3 = hashlib.md5("Your string".encode('utf-8')).hexdigest()

Keeping this divergence in mind can save you from "UnicodeEncodeErrors" with non-ASCII characters.

Evading needless hustle with Python modules

When working with the Flickr API, you may need the MD5 hash for authentication; thankfully, specific Python modules for the Flickr API will sort this out without you lifting a finger!

# Authentication using a Python module for the Flickr API ## Let Python modules do all our work, while we sip coffee ☕️ flickr.authenticate_via_md5("Your string")

This abstraction lets you astray from the intricacies of the authentication process and focus on your application logic.

Spider web of encoding

If the territory of character encoding seems enigmatic, fret not! To convert a string into a byte sequence, use the .encode('utf-8') method. Now, the hashlib library can smoothly compute the hash.

# Converting string to byte sequence byte_sequence = "Your string".encode('utf-8') # Hash generation from byte sequence hash_object = hashlib.md5(byte_sequence).hexdigest()

Beware! Skipping this encoding step would cause Python 3.x to throw a TypeError, since it demands byte input for hash computation.

Watch out for pitfalls!

When using hashlib.md5(), beware of the following circumstances:

  1. Mutable Data: If the data you hash could change, always update your hash.

  2. Blocking I/O: When hashing enormous strings or files, consider using asynchronous I/O or delegate the job to a worker thread. Nobody likes to wait!

For the bytes fanatics

If you crave the MD5 hash in a byte format, .digest() is your genie!

import hashlib ## As raw as sushi! 🍣 md5_byte_hash = hashlib.md5("Your string".encode()).digest()

Instead of hexadecimal, digest() serves the hash in a byte sequence.