""" # 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 is used to ensure that participants (miners) must perform a computational task to create a valid block and add it to the blockchain. The difficulty of the task is defined by the number of leading zeros required in the hash of the block. ## Approach: 1. Each block contains a list of transactions, a previous block's hash, a timestamp, and a nonce (random value). 2. The block is hashed using the SHA-256 cryptographic hash function. 3. The miner's goal is to find a nonce such that the resulting hash has a certain number of leading zeros, which defines the difficulty level. 4. The difficulty is adjustable. The more leading zeros required, the harder it is to find a valid nonce. 5. This process is repeated until a valid hash is found, which demonstrates that computational work has been done (Proof of Work). ## Steps: 1. Create a `Block` class to hold block details (transactions, previous hash, timestamp, and nonce). 2. Implement a `Blockchain` class that adds new blocks to the chain by solving the PoW problem. 3. Implement the hashing function using SHA-256. 4. Adjust the difficulty by varying the number of leading zeros required in the hash. 5. Use test cases to validate the PoW algorithm. """ import hashlib import time class Block: def __init__(self, index, previous_hash, transactions, timestamp, difficulty): 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() def compute_hash(self): """ 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. """ block_string = f"{self.index}{self.previous_hash}{self.transactions}{self.timestamp}{self.nonce}" return hashlib.sha256(block_string.encode()).hexdigest() def mine_block(self): """ 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. """ target = '0' * self.difficulty # Target hash should start with 'difficulty' number of 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): self.chain = [] self.difficulty = difficulty self.create_genesis_block() def create_genesis_block(self): """ Creates the first block in the blockchain (the Genesis block). """ 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): """ Adds a new block to the blockchain after performing Proof of Work. """ 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): """ Verifies the integrity of the blockchain by ensuring each block's previous hash matches and that all blocks meet the Proof of Work requirement. """ 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 def test_blockchain(): """ Test cases for the Blockchain proof of work algorithm. """ # Create blockchain with difficulty level of 4 (hash should start with 4 zeros) blockchain = Blockchain(difficulty=4) # Add new blocks blockchain.add_block("Transaction 1: Alice pays Bob 5 BTC") blockchain.add_block("Transaction 2: Bob pays Charlie 3 BTC") # Verify the integrity of the blockchain assert blockchain.is_chain_valid() == True, "Blockchain should be valid" # Tamper with the blockchain and check validation blockchain.chain[1].transactions = "Transaction 1: Alice pays Bob 50 BTC" # Tampering the transaction assert blockchain.is_chain_valid() == False, "Blockchain should be invalid due to tampering" print("All test cases passed.") if __name__ == "__main__": test_blockchain() """ # Output: - Block mined with nonce X, hash: 0000abcd... - Block mined with nonce Y, hash: 0000xyz... - Block mined with nonce Z, hash: 0000pqrs... - All test cases passed. """