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202 changes: 181 additions & 21 deletions blockchain/proof_of_work.py
Original file line number Diff line number Diff line change
@@ -1,29 +1,189 @@
# Title: Proof of Work Algorithm for Blockchain

## Algorithm Statement:
# The algorithm implements the Proof of Work (PoW) consensus mechanism used in
# blockchain to validate blocks. PoW ensures participants (miners) perform a
# computational task to create a valid block and add it to the blockchain. The
# difficulty is defined by the number of leading zeros required in the block hash.

import hashlib
import time


def proof_of_work(difficulty: int) -> int:
"""
Simulates a Proof of Work mining process.
class Block:
def __init__(
self,
index: int,
previous_hash: str,
transactions: str,
timestamp: float,
difficulty: int,
) -> None:
"""
Initializes a Block object with the specified parameters.

The miner must find a nonce such that the hash of the nonce starts
with a specific number of leading zeros (difficulty).
Parameters:
- index (int): The index of the block in the blockchain.
- previous_hash (str): The hash of the previous block.
- transactions (str): The list of transactions in the block.
- timestamp (float): The time when the block was created
(in Unix timestamp format).
- difficulty (int): The difficulty level for mining this block.
"""
self.index = index
self.previous_hash = previous_hash
self.transactions = transactions
self.timestamp = timestamp
self.nonce = 0 # Start with nonce 0
self.difficulty = difficulty
self.hash = self.compute_hash()

Args:
difficulty (int): The number of leading zeros required in the hash.
def compute_hash(self) -> str:
"""
Generates the hash of the block content.
Combines index, previous hash, transactions, timestamp, and nonce into
a string, which is then hashed using SHA-256.

Returns:
int: The nonce value that solves the puzzle.
Returns:
- str: The hash of the block.
"""
block_string = (
f"{self.index}{self.previous_hash}{self.transactions}{self.timestamp}"
f"{self.nonce}"
)
return hashlib.sha256(block_string.encode()).hexdigest()

def mine_block(self) -> None:
"""
Performs Proof of Work by adjusting the nonce until a valid hash is found.
A valid hash has the required number of leading zeros based on the
difficulty level.

Returns:
- None
"""
target = (
"0" * self.difficulty
) # Target hash should start with 'difficulty' zeros
while self.hash[: self.difficulty] != target:
self.nonce += 1
self.hash = self.compute_hash()

print(f"Block mined with nonce {self.nonce}, hash: {self.hash}")


class Blockchain:
def __init__(self, difficulty: int) -> None:
"""
Initializes the blockchain with a given difficulty level.

Parameters:
- difficulty (int): The difficulty level for mining blocks in this blockchain.

Returns:
- None
"""
self.chain: list[Block] = [] # Adding type hint for the list of blocks
self.difficulty = difficulty
self.create_genesis_block()

def create_genesis_block(self) -> None:
"""
Creates the first block in the blockchain (the Genesis block).

Returns:
- None
"""
genesis_block = Block(0, "0", "Genesis Block", time.time(), self.difficulty)
genesis_block.mine_block()
self.chain.append(genesis_block)

def add_block(self, transactions: str) -> None:
"""
Adds a new block to the blockchain after performing Proof of Work.

Parameters:
- transactions (str): The list of transactions to be added in the new block.

Returns:
- None
"""
previous_block = self.chain[-1]
new_block = Block(
len(self.chain),
previous_block.hash,
transactions,
time.time(),
self.difficulty,
)
new_block.mine_block()
self.chain.append(new_block)

def is_chain_valid(self) -> bool:
"""
Verifies the integrity of the blockchain by ensuring each block's previous
hash matches and that all blocks meet the Proof of Work requirement.

Example:
>>> result = proof_of_work(2) # Difficulty of 2 should be fast
>>> isinstance(result, int)
True
Returns:
- bool: True if the blockchain is valid, False otherwise.
"""
for i in range(1, len(self.chain)):
current_block = self.chain[i]
previous_block = self.chain[i - 1]

if current_block.hash != current_block.compute_hash():
print(f"Invalid block at index {i}. Hash mismatch.")
return False

if current_block.previous_hash != previous_block.hash:
print(f"Invalid chain at index {i}. Previous hash mismatch.")
return False

return True


# Test cases


## Test Case 1: Blockchain Initialization and Genesis Block
# This test verifies if the blockchain is correctly initialized with a Genesis block
# and if the block is successfully mined.
def test_blockchain() -> None:
"""
prefix = "0" * difficulty
nonce = 0

while True:
hash_result = hashlib.sha256(f"{nonce}".encode()).hexdigest()
if hash_result.startswith(prefix):
return nonce
nonce += 1
Test cases for the Blockchain proof of work algorithm.

Returns:
- None
"""
# Create blockchain with difficulty level of 4 (hash should start with 4 zeros)
blockchain = Blockchain(difficulty=4)

## Test Case 2: Add a block and verify the block is mined
# This test adds a new block with transactions and ensures it's mined according
# to the proof of work mechanism.
blockchain.add_block("Transaction 1: Alice pays Bob 5 BTC")
blockchain.add_block("Transaction 2: Bob pays Charlie 3 BTC")

## Test Case 3: Verify blockchain integrity
# This test checks that the blockchain remains valid after adding new blocks
assert blockchain.is_chain_valid(), "Blockchain should be valid"

## Test Case 4: Tampering with the blockchain
# This test simulates tampering with the blockchain and checks that the validation
# correctly detects the tampering.
blockchain.chain[
1
].transactions = "Transaction 1: Alice pays Bob 50 BTC" # Tampering
assert not blockchain.is_chain_valid(), (
"Blockchain should be invalid due to tampering"
)

## Test Case 5: Correct blockchain validation
# This test checks if the blockchain becomes invalid after tampering and verifies
# if the PoW still holds after tampering is done.

print("All test cases passed.")


if __name__ == "__main__":
test_blockchain()
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