Hash Functions - Examples
In this section we shall provide a few examples about calculating cryptographic hash functions in Python.
We shall use the standard Python library
hashlib. The input data for hashing should be given as bytes sequence (bytes object), so we need to encode the input string using some text encoding, e.g. utf8. The produced output data is also a bytes sequence, which can be printed as hex digits using binascii.hexlify() as shown below:import hashlib, binascii
text = 'hello'
data = text.encode("utf8")
sha256hash = hashlib.sha256(data).digest()
print("SHA-256: ", binascii.hexlify(sha256hash))
sha3_256 = hashlib.sha3_256(data).digest()
print("SHA3-256: ", binascii.hexlify(sha3_256))
blake2s = hashlib.new('blake2s', data).digest()
print("BLAKE2s: ", binascii.hexlify(blake2s))
ripemd160 = hashlib.new('ripemd160', data).digest()
print("RIPEMD-160:", binascii.hexlify(ripemd160))
The expected output from the above example looks like this:
SHA-256: b'2cf24dba5fb0a30e26e83b2ac5b9e29e1b161e5c1fa7425e73043362938b9824'
SHA3-256: b'3338be694f50c5f338814986cdf0686453a888b84f424d792af4b9202398f392'
BLAKE2s: b'19213bacc58dee6dbde3ceb9a47cbb330b3d86f8cca8997eb00be456f140ca25'
RIPEMD-160: b'108f07b8382412612c048d07d13f814118445acd'
Calculating
Keccak-256 hashes (the hash function used in the Ethereum blockchain) requires non-standard Python functions. In the below example we use the pycryptodome package available from PyPI: https://pypi.org/project/pycryptodome.pip install pycryptodome
Now write some Python code to calculate a Keccak-256 hash:
from Crypto.Hash import keccak
import binascii
keccak256 = keccak.new(data=b'hello', digest_bits=256).digest()
print("Keccak256:", binascii.hexlify(keccak256))
The output from the above examples is:
Keccak256: b'1c8aff950685c2ed4bc3174f3472287b56d9517b9c948127319a09a7a36deac8'
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