请写一个python语言的pbft
时间: 2023-12-03 08:42:03 浏览: 105
用python编写bp算法
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PBFT(Practical Byzantine Fault Tolerance)是一种拜占庭容错算法,用于解决分布式系统中存在的拜占庭故障问题。下面是一个简单的 Python 代码实现 PBFT 算法:
```python
import hashlib
import json
import socket
import time
class PBFTNode:
def __init__(self, node_id, nodes):
self.node_id = node_id
self.nodes = nodes
self.seq_num = 0
self.state = "IDLE"
self.view = 0
self.log = []
def start(self):
server_socket = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
server_socket.bind(("localhost", self.node_id))
server_socket.listen(1)
while True:
client_socket, address = server_socket.accept()
message = client_socket.recv(1024).decode()
message = json.loads(message)
print("Received Message: {}".format(message))
if message["type"] == "PRE-prepare":
self.pre_prepare(message)
elif message["type"] == "prepare":
self.prepare(message)
elif message["type"] == "commit":
self.commit(message)
def pre_prepare(self, message):
if self.state == "IDLE":
self.seq_num += 1
self.state = "PRE-PREPARE"
self.view = message["view"]
self.log.append(message)
signature = self.sign(message)
pre_prepare_message = {
"type": "PREPARE",
"seq_num": self.seq_num,
"view": self.view,
"digest": message["digest"],
"signature": signature,
"node_id": self.node_id
}
for node in self.nodes:
if node != self.node_id:
self.send_message(node, pre_prepare_message)
def prepare(self, message):
if self.state == "PRE-PREPARE" and message["seq_num"] == self.seq_num and message["view"] == self.view:
self.log.append(message)
if len(self.log) == 2 * len(self.nodes) - 1:
self.state = "PREPARED"
commit_message = {
"type": "COMMIT",
"seq_num": self.seq_num,
"view": self.view,
"digest": message["digest"],
"node_id": self.node_id
}
for node in self.nodes:
if node != self.node_id:
self.send_message(node, commit_message)
def commit(self, message):
if self.state == "PREPARED" and message["seq_num"] == self.seq_num and message["view"] == self.view:
self.log.append(message)
if len(self.log) == 2 * len(self.nodes) - 1:
self.state = "IDLE"
print("Transaction committed: {}".format(message["digest"]))
def sign(self, message):
message_str = json.dumps(message, sort_keys=True).encode()
return hashlib.sha256(message_str).hexdigest()
def send_message(self, node_id, message):
client_socket = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
client_socket.connect(("localhost", node_id))
message_str = json.dumps(message).encode()
client_socket.sendall(message_str)
client_socket.close()
if __name__ == "__main__":
nodes = [8000, 8001, 8002]
pbft_nodes = [PBFTNode(node_id, nodes) for node_id in nodes]
for pbft_node in pbft_nodes:
pbft_node.start()
```
这个 PBFT 实现中,我们创建了一个名为 PBFTNode 的类,代表一个 PBFT 节点。在 start 方法中,我们创建了一个 TCP 服务器套接字以监听来自其他节点的消息。当我们收到消息时,我们根据消息类型调用不同的方法:pre_prepare、prepare 或 commit。在 pre_prepare 方法中,我们根据收到的消息创建了一条新的日志记录,并向其他节点发送了 PREPARE 消息。在 prepare 方法中,我们检查是否收到了足够的 PREPARE 消息,如果是,则发送 COMMIT 消息。在 commit 方法中,我们检查是否收到了足够的 COMMIT 消息,如果是,则提交事务。
在主程序中,我们创建了三个节点并启动它们,每个节点都监听来自其他节点的消息。当一个节点接收到消息时,它将根据消息类型调用适当的方法来处理该消息。
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