Created
August 14, 2017 17:18
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kademlia implementation (work in progress)
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#!/usr/bin/env python | |
# https://pdos.csail.mit.edu/~petar/papers/maymounkov-kademlia-lncs.pdf | |
import hashlib | |
import json | |
import random | |
import requests | |
import time | |
from collections import deque | |
from concurrent.futures import ThreadPoolExecutor | |
from http.server import BaseHTTPRequestHandler | |
from requests_futures.sessions import FuturesSession | |
from socketserver import ThreadingTCPServer | |
from threading import Thread | |
from urllib.parse import parse_qs, urlparse | |
k = 20 # system-wide replication parameter | |
a = 3 # system-wide concurrency parameter | |
def sha1(b=b''): | |
return int(hashlib.sha1(b).hexdigest(), 16) | |
class NodeHandler(BaseHTTPRequestHandler): | |
def see(self, node): | |
bucket = self.buckets[(node.id ^ self.id).bit_length()] | |
if node in bucket: | |
bucket.remove(node) | |
bucket.append(node) | |
def send(self, message=dict(status='ok'), status=200): | |
message['time'] = time.time() | |
msg_bytes = json.dumps(message).encode() | |
self.send_response(status) | |
self.send_header('Content-type', 'application/json') | |
self.send_header('Content-length', len(msg_bytes)) | |
self.end_headers() | |
self.wfile.write(msg_bytes) | |
def error(self, msg='Invalid path!'): | |
self.send(dict(error=msg), status=404) | |
def do_GET(self): | |
if self.path.startswith('/ping'): | |
return self.send() | |
if self.path.startswith('/node'): | |
return self.find_node() | |
if self.path.startswith('/value'): | |
return self.find_value() | |
self.error() | |
def do_POST(self): | |
if self.path.startswith('/store'): | |
return self.store() | |
self.error() | |
def iter_closest(self, node_id): | |
l = (node_id ^ self.node_id).bit_length() | |
for b in sorted(range(160), key=lambda x: abs(x - l)): | |
for n in sorted(self.buckets[b], key=lambda x: x['node_id'] ^ node_id): | |
yield n | |
def store(self): | |
msg_bytes = self.rfile.read(int(self.headers.get('content-length'))) | |
msg = json.loads(msg_bytes.decode()) | |
self.values[msg['value_id']] = msg['value'] | |
self.send() | |
def find_node(self): | |
session = FuturesSession(executor=ThreadPoolExecutor(max_workers=a)) | |
results = [] | |
# XXX TODO: this | |
self.send() | |
def find_value(self): | |
value_id = int(parse_qs(urlparse(self.path).query)['value_id'][0]) | |
if value_id in self.values: | |
return self.send({'value': self.values[value_id]}) | |
self.find_node(value_id) | |
def node_handler(my_node_id): | |
class SubNodeHandler(NodeHandler): | |
buckets = [deque(maxlen=k) for _ in range(160)] | |
node_id = my_node_id | |
values = {} | |
return SubNodeHandler | |
class Node: | |
def __init__(self, port=None): | |
if port is None: | |
port = random.randint(1000, 2000) | |
self.port = port | |
self.node_id = sha1((str(self.port) + str(time.time())).encode()) | |
self.handler = node_handler(self.node_id) | |
self.server = ThreadingTCPServer(('', self.port), self.handler) | |
self.server.daemon_threads = True | |
self.thread = Thread(target=self.server.serve_forever) | |
self.thread.daemon = True | |
self.thread.start() | |
self.url = 'http://localhost:{}'.format(self.port) | |
if __name__ == '__main__': | |
n1 = Node() | |
data = json.dumps(dict(value_id=sha1(b'a'), value='b')).encode() | |
requests.post(n1.url + '/store', data=data) | |
r = requests.get(n1.url + '/value', params={'value_id': sha1(b'a')}) | |
print(r.json()) |
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