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How to correct TypeError: Unicode-objects must be encoded before hashing?

python
hashing
encoding
security
Nikita BarsukovbyNikita Barsukov¡Feb 16, 2025
⚡TLDR

When hashlib encounters a Unicode string, encode it in bytes format. Here, UTF-8 is your best bet:

import hashlib # Isn't bytes like the digital diet for strings? 😅 encoded_text = "Your string".encode() # Default UTF-8 encoding hash_digest = hashlib.sha256(encoded_text).hexdigest() print(hash_digest)

The snippet converts string to bytes, makes it ready for the SHA-256 hashing operation, and fetches the digest. Pretty compact, right?

Understanding the problem and conjuring the fix

We shall delve deeper into the issue and explore some vital aspects like stripping newlines, matching encoding schemes, dealing with special characters, and beefing up security.

Newlines—The unwanted whitespace

Strings often contain newline characters. Stripping them using line.strip() or replacing them keeps the hashing consistent:

line = "Your string ends here\n" # The diet starts here, no more trailing whitespaces 🥗 line_without_newline = line.strip()

And in case you're dealing with bytes instead, the approach changes slightly:

line = "Your string ends here\n".encode('utf-8') # Replacing the byte equivalent of newline line_without_newline = line.replace(b"\n", b"")

Hash comparison—Watch your encode

Hash comparison could prove tricky, especially involving file contents. Make sure to match encoding schemes on both sides to avoid any surprises.

import hashlib with open('file.txt', 'r') as file: for line in file: # "OK Diet, here we go again!" 🚴‍♂️ hash_digest = hashlib.sha256(line.encode('utf-8')).hexdigest() #...compare here with your hexdigest...

Special characters—Handle with care

Your string might contain special characters or multilingual content—UTF-8 has got it covered. In rare instances, you might encounter a character outside UTF-8's ambit—time for Plan B: other encoding schemes or escaping characters.

Security—Add salt to taste

While dealing with password hashing, add some salt to the mixture, but be careful—not on your food, but the password.

import os import hashlib # Pluto's secret sauce 😎 salt = os.urandom(32) password = 'password123'.encode('utf-8') # Mix well before serving. Bon appétit! 🍲 salted_password = password + salt hash_digest = hashlib.sha512(salted_password).hexdigest()

Remember to store the salt you used—it's essential for future password verifications.

Steering through the by-lanes

Variety platter of hash functions

Not all hash functions are created equal—like snowflakes, or pizza toppings. While hashlib.sha256() and hashlib.sha512() are more secure than MD5, Argon2 (available in Python 3.6 onwards) holds the fort in password security.

Playing matchmaker with the encodings

.encode() in Python sets UTF-8 as the default, but others like latin1, ascii, or utf-16 may suit specific requirements. Remember, compatibility is key—like cheese and wine, or students and coffee.

Testing—Trust but verify

Thorough testing guarantees the reliability of your hashing implementation. Using known input-output pairs to test the accuracy of your encoding and hashing operations might reveal hidden issues. Caveat emptor!