[Python Introduction Series] Part 20: Python Blockchain and Cryptocurrency


Preface

With the rapid development of the digital economy, blockchain technology and cryptocurrency have become the focus of attention. As a decentralized distributed ledger technology, blockchain can achieve secure, transparent and traceable transaction records. Cryptocurrency is a digital currency built on blockchain technology and has the characteristics of anonymity and decentralization. As an easy-to-learn and easy-to-use programming language, Python provides developers with a wealth of tools and libraries to build blockchain and cryptocurrency applications.

1. Basic knowledge of blockchain

1.1 What is blockchain

Blockchain is a distributed ledger technology that stores data in the form of blocks and uses cryptography to ensure data security and non-tamperability. The core features of blockchain include decentralization, transparency, security and traceability.

1.2 How blockchain works

A blockchain consists of multiple blocks, each containing some transaction data as well as the hash of the previous block. When new transactions occur, they are packaged into a new block and a unique hash value is generated cryptographically. This hash value is added to the header of the new block and linked to the hash value of the previous block, forming a chain structure.

1.3 Advantages and application scenarios of blockchain

Blockchain has the characteristics of decentralization, transparency, security and traceability, making it widely used in many fields. For example, blockchain can be used for payment and settlement in the financial field, traceability and verification in supply chain management, secure communication between IoT devices, etc.

2. Python implements blockchain

2.1 Create block class

In Python, we can use classes to represent blocks. A basic block class should contain attributes such as transaction data, timestamp, hash value of the previous block and hash value of the current block. Here is an example:

import hashlib
import time

class Block:
    def __init__(self, data, previous_hash):
        self.timestamp = time.time()
        self.data = data
        self.previous_hash = previous_hash
        self.hash = self.calculate_hash()

    def calculate_hash(self):
        data = str(self.timestamp) + str(self.data) + str(self.previous_hash)
        return hashlib.sha256(data.encode()).hexdigest()

2.2 Create blockchain class

The blockchain class is a chain structure composed of multiple blocks. It should contain methods for adding blocks and validating the blockchain. Here is an example:

class Blockchain:
    def __init__(self):
        self.chain = [self.create_genesis_block()]

    def create_genesis_block(self):
        return Block("Genesis Block", "0")

    def add_block(self, data):
        previous_block = self.chain[-1]
        new_block = Block(data, previous_block.hash)
        self.chain.append(new_block)

    def validate_chain(self):
        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.calculate_hash():
                return False
            if current_block.previous_hash != previous_block.hash:
                return False
        return True

2.3 Add blocks and verify blockchain

We can use the block and blockchain classes defined above to add blocks and verify the integrity of the blockchain. Here is an example:

blockchain = Blockchain()
blockchain.add_block("Transaction 1")
blockchain.add_block("Transaction 2")

print("区块链是否有效:", blockchain.validate_chain())

Complete code:

import hashlib
import time

class Block:
    def __init__(self, data, previous_hash):
        self.timestamp = time.time()
        self.data = data
        self.previous_hash = previous_hash
        self.hash = self.calculate_hash()

    def calculate_hash(self):
        data = str(self.timestamp) + str(self.data) + str(self.previous_hash)
        return hashlib.sha256(data.encode()).hexdigest()

class Blockchain:
    def __init__(self):
        self.chain = [self.create_genesis_block()]

    def create_genesis_block(self):
        return Block("Genesis Block", "0")

    def add_block(self, data):
        previous_block = self.chain[-1]
        new_block = Block(data, previous_block.hash)
        self.chain.append(new_block)

    def validate_chain(self):
        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.calculate_hash():
                return False
            if current_block.previous_hash != previous_block.hash:
                return False
        return True

blockchain = Blockchain()
blockchain.add_block("Transaction 1")
blockchain.add_block("Transaction 2")

print("区块链是否有效:", blockchain.validate_chain())

3. Basic knowledge of cryptocurrency

3.1 What is cryptocurrency

Cryptocurrency is a digital asset that uses cryptography to enable secure transactions and asset control. They do not rely on central banks or government agencies, but are issued and managed based on blockchain technology.

3.2 How cryptocurrencies work

Cryptocurrencies use techniques such as public-key cryptography and hash functions to ensure the security and privacy of transactions. Each participant has a public key and a private key, the public key is used to receive funds and the private key is used to sign transactions. Transactions are packaged into blocks and added to the blockchain through mining.

3.3 Cryptocurrency Mining and Trading

Cryptocurrency mining refers to creating new blocks by solving cryptographic puzzles and receiving a certain amount of cryptocurrency as a reward. A transaction refers to the transfer of funds between participants, and each transaction needs to be verified and recorded on the blockchain.

4. Python implements cryptocurrency

4.1 Create cryptocurrency class

In Python, we can use classes to represent cryptocurrencies. A basic cryptocurrency class should contain properties and methods such as account balances and transaction records. Here is an example:

class Cryptocurrency:
    def __init__(self):
        self.chain = []
        self.pending_transactions = []

    def create_genesis_block(self):
        genesis_block = Block("Genesis Block", "0")
        self.chain.append(genesis_block)

    def mine_block(self, miner_address):
        block_data = "Block reward + " + miner_address
        self.pending_transactions.append(block_data)
        previous_block = self.chain[-1]
        new_block = Block(self.pending_transactions, previous_block.hash)
        self.chain.append(new_block)
        self.pending_transactions = []

    def add_transaction(self, sender, recipient, amount):
        transaction = {
    
    
            'sender': sender,
            'recipient': recipient,
            'amount': amount
        }
        self.pending_transactions.append(transaction)

4.2 Create wallet class

The wallet class is used to manage cryptocurrency accounts and keys. Here is an example:

import rsa

class Wallet:
    def __init__(self):
        self.public_key, self.private_key = rsa.newkeys(512)

    def get_balance(self, blockchain):
        balance = 0
        for block in blockchain.chain:
            for transaction in block.data:
                if transaction['recipient'] == self.public_key:
                    balance += transaction['amount']
                if transaction['sender'] == self.public_key:
                    balance -= transaction['amount']
        return balance

    def send_transaction(self, recipient, amount, blockchain):
        if self.get_balance(blockchain) >= amount:
            blockchain.add_transaction(self.public_key, recipient, amount)

4.3 Implement mining and trading functions

We can use the cryptocurrency and wallet classes defined above to implement mining and trading functions. Here is an example:

cryptocurrency = Cryptocurrency()
cryptocurrency.create_genesis_block()

wallet1 = Wallet()
wallet2 = Wallet()

cryptocurrency.add_transaction(wallet1.public_key, wallet2.public_key, 10)
cryptocurrency.mine_block(wallet1.public_key)

print("账户1余额:", wallet1.get_balance(cryptocurrency))
print("账户2余额:", wallet2.get_balance(cryptocurrency))

Complete code:

class Cryptocurrency:
    def __init__(self):
        self.chain = []
        self.pending_transactions = []

    def create_genesis_block(self):
        genesis_block = Block("Genesis Block", "0")
        self.chain.append(genesis_block)

    def mine_block(self, miner_address):
        block_data = "Block reward + " + miner_address
        self.pending_transactions.append(block_data)
        previous_block = self.chain[-1]
        new_block = Block(self.pending_transactions, previous_block.hash)
        self.chain.append(new_block)
        self.pending_transactions = []

    def add_transaction(self, sender, recipient, amount):
        transaction = {
    
    
            'sender': sender,
            'recipient': recipient,
            'amount': amount
        }
        self.pending_transactions.append(transaction)

import rsa

class Wallet:
    def __init__(self):
        self.public_key, self.private_key = rsa.newkeys(512)

    def get_balance(self, blockchain):
        balance = 0
        for block in blockchain.chain:
            for transaction in block.data:
                if transaction['recipient'] == self.public_key:
                    balance += transaction['amount']
                if transaction['sender'] == self.public_key:
                    balance -= transaction['amount']
        return balance

    def send_transaction(self, recipient, amount, blockchain):
        if self.get_balance(blockchain) >= amount:
            blockchain.add_transaction(self.public_key, recipient, amount)

cryptocurrency = Cryptocurrency()
cryptocurrency.create_genesis_block()

wallet1 = Wallet()
wallet2 = Wallet()

cryptocurrency.add_transaction(wallet1.public_key, wallet2.public_key, 10)
cryptocurrency.mine_block(wallet1.public_key)

print("账户1余额:", wallet1.get_balance(cryptocurrency))
print("账户2余额:", wallet2.get_balance(cryptocurrency))

5. Conclusion

5.1 Future development of blockchain and cryptocurrency

As emerging technologies, blockchain and cryptocurrency have huge potential and broad application prospects. As technology continues to develop and mature, we can foresee that blockchain and cryptocurrency will play an important role in finance, supply chain, Internet of Things and other fields.

5.2 Advantages of Python in blockchain and cryptocurrency development

As a concise, easy-to-read and powerful programming language, Python is widely used in the development of blockchain and cryptocurrency. It provides a rich set of libraries and tools that enable developers to quickly build and test blockchain applications and implement the functionality of various cryptocurrencies. At the same time, Python also has an active development community and rich documentation resources, providing developers with a good learning and communication platform.

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Origin blog.csdn.net/qq_38628970/article/details/131962260