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07e2ea5652
40
blockchain/proof_of_stake.py
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40
blockchain/proof_of_stake.py
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import random
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class Validator:
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def __init__(self, name: str, stake: int) -> None:
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"""
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Initializes a new validator with a given name and stake.
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Args:
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name (str): The name of the validator.
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stake (int): The amount of stake the validator has.
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"""
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self.name = name
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self.stake = stake
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def choose_validator(validators: list[Validator]) -> Validator:
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"""
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Selects a validator to create the next block based on the weight of their stake.
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The higher the stake, the greater the chance to be selected.
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Args:
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validators (list[Validator]): A list of Validator objects.
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Returns:
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Validator: The selected validator based on weighted random selection.
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Example:
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>>> validators = [Validator("Alice", 50), Validator("Bob", 30)]
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>>> chosen = choose_validator(validators)
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>>> isinstance(chosen, Validator)
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True
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"""
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total_stake = sum(v.stake for v in validators)
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weighted_validators = [(v, v.stake / total_stake) for v in validators]
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selected = random.choices(
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[v[0] for v in weighted_validators], weights=[v[1] for v in weighted_validators]
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)
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return selected[0]
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29
blockchain/proof_of_work.py
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blockchain/proof_of_work.py
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import hashlib
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def proof_of_work(difficulty: int) -> int:
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"""
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Simulates a Proof of Work mining process.
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The miner must find a nonce such that the hash of the nonce starts
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with a specific number of leading zeros (difficulty).
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Args:
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difficulty (int): The number of leading zeros required in the hash.
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Returns:
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int: The nonce value that solves the puzzle.
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Example:
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>>> result = proof_of_work(2) # Difficulty of 2 should be fast
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>>> isinstance(result, int)
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True
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"""
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prefix = "0" * difficulty
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nonce = 0
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while True:
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hash_result = hashlib.sha256(f"{nonce}".encode()).hexdigest()
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if hash_result.startswith(prefix):
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return nonce
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nonce += 1
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