| 1 | #!/usr/bin/env python3 |
| 2 | """Wyoming lazy proxy for faster-whisper. |
| 3 | |
| 4 | Home Assistant talks to this proxy instead of faster-whisper directly. |
| 5 | - `describe` events are answered from a cached `info` response, so HA's |
| 6 | availability checks never touch the backend. |
| 7 | - The first *real* event of a connection (e.g. `transcribe`) starts the |
| 8 | faster-whisper container via the docker socket, replays the event, and |
| 9 | relays bytes in both directions from then on. |
| 10 | - After IDLE_SECONDS without an active session the container is stopped |
| 11 | again, freeing its VRAM. |
| 12 | |
| 13 | stdlib only; runs on any python:3.12 image. |
| 14 | """ |
| 15 | import asyncio |
| 16 | import json |
| 17 | import os |
| 18 | import socket |
| 19 | import time |
| 20 | |
| 21 | BACKEND_HOST = os.environ.get('BACKEND_HOST', '10.0.0.4') |
| 22 | BACKEND_PORT = int(os.environ.get('BACKEND_PORT', '10302')) |
| 23 | PROXY_PORT = int(os.environ.get('PROXY_PORT', '10300')) |
| 24 | IDLE_SECONDS = int(os.environ.get('IDLE_SECONDS', '900')) |
| 25 | CONTAINER = os.environ.get('CONTAINER', 'faster-whisper') |
| 26 | DOCKER_SOCK = os.environ.get('DOCKER_SOCK', '/var/run/docker.sock') |
| 27 | CACHE_FILE = os.environ.get('CACHE_FILE', '/app/info.cache') |
| 28 | START_TIMEOUT = int(os.environ.get('START_TIMEOUT', '180')) |
| 29 | |
| 30 | state = {'active': 0, 'last': time.monotonic(), 'lock': None} |
| 31 | |
| 32 | |
| 33 | def log(*args): |
| 34 | print(time.strftime('%H:%M:%S'), *args, flush=True) |
| 35 | |
| 36 | |
| 37 | def docker_api(method, path): |
| 38 | """Minimal docker engine API call over the unix socket. Returns (status, body).""" |
| 39 | sock = socket.socket(socket.AF_UNIX, socket.SOCK_STREAM) |
| 40 | sock.settimeout(60) |
| 41 | sock.connect(DOCKER_SOCK) |
| 42 | sock.sendall(f'{method} {path} HTTP/1.1\r\nHost: docker\r\nConnection: close\r\n\r\n'.encode()) |
| 43 | buf = b'' |
| 44 | while True: |
| 45 | chunk = sock.recv(65536) |
| 46 | if not chunk: |
| 47 | break |
| 48 | buf += chunk |
| 49 | sock.close() |
| 50 | head, _, body = buf.partition(b'\r\n\r\n') |
| 51 | return int(head.split(b' ', 2)[1]), body |
| 52 | |
| 53 | |
| 54 | def backend_running(): |
| 55 | try: |
| 56 | status, body = docker_api('GET', f'/containers/{CONTAINER}/json') |
| 57 | if status != 200: |
| 58 | return False |
| 59 | text = body.decode('utf-8', 'replace') |
| 60 | text = text[text.find('{'):text.rfind('}') + 1] |
| 61 | return json.loads(text).get('State', {}).get('Running', False) |
| 62 | except Exception as err: |
| 63 | log('backend_running check failed:', err) |
| 64 | return False |
| 65 | |
| 66 | |
| 67 | def start_container(): |
| 68 | status, _ = docker_api('POST', f'/containers/{CONTAINER}/start') |
| 69 | return status in (204, 304) |
| 70 | |
| 71 | |
| 72 | def stop_container(): |
| 73 | status, _ = docker_api('POST', f'/containers/{CONTAINER}/stop?t=30') |
| 74 | return status in (204, 304) |
| 75 | |
| 76 | |
| 77 | async def read_event(reader): |
| 78 | """Reads one wyoming event; returns {'raw': bytes, 'type': str} or None on EOF.""" |
| 79 | line = await reader.readline() |
| 80 | if not line: |
| 81 | return None |
| 82 | header = json.loads(line) |
| 83 | extra = b'' |
| 84 | for key in ('data_length', 'payload_length'): |
| 85 | length = int(header.get(key) or 0) |
| 86 | if length: |
| 87 | extra += await reader.readexactly(length) |
| 88 | return {'raw': line + extra, 'type': header.get('type')} |
| 89 | |
| 90 | |
| 91 | async def ensure_backend(): |
| 92 | """Starts the backend container if needed and returns an open (reader, writer). |
| 93 | |
| 94 | A bare TCP connect is not proof of readiness: docker-proxy accepts on the |
| 95 | published port as soon as the container starts, long before the Wyoming |
| 96 | server listens. So readiness = a real describe -> info handshake. |
| 97 | """ |
| 98 | async with state['lock']: |
| 99 | deadline = time.monotonic() + START_TIMEOUT |
| 100 | if not await asyncio.to_thread(backend_running): |
| 101 | log('starting backend container') |
| 102 | await asyncio.to_thread(start_container) |
| 103 | while time.monotonic() < deadline: |
| 104 | try: |
| 105 | reader, writer = await asyncio.open_connection(BACKEND_HOST, BACKEND_PORT) |
| 106 | writer.write(json.dumps({'type': 'describe', 'data': {}}).encode() + b'\n') |
| 107 | await writer.drain() |
| 108 | event = await asyncio.wait_for(read_event(reader), 5) |
| 109 | if event and event['type'] == 'info': |
| 110 | # Connection is clean again after consuming the info event. |
| 111 | return reader, writer |
| 112 | writer.close() |
| 113 | except (OSError, asyncio.TimeoutError, asyncio.IncompleteReadError, json.JSONDecodeError): |
| 114 | pass |
| 115 | await asyncio.sleep(1) |
| 116 | raise RuntimeError('backend did not come up within START_TIMEOUT') |
| 117 | |
| 118 | |
| 119 | async def refresh_cache(): |
| 120 | try: |
| 121 | reader, writer = await asyncio.open_connection(BACKEND_HOST, BACKEND_PORT) |
| 122 | writer.write(json.dumps({'type': 'describe', 'data': {}}).encode() + b'\n') |
| 123 | await writer.drain() |
| 124 | event = await asyncio.wait_for(read_event(reader), 20) |
| 125 | writer.close() |
| 126 | if event and event['type'] == 'info': |
| 127 | with open(CACHE_FILE, 'wb') as f: |
| 128 | f.write(event['raw']) |
| 129 | log('info cache refreshed:', len(event['raw']), 'bytes') |
| 130 | except Exception as err: |
| 131 | log('cache refresh failed:', err) |
| 132 | |
| 133 | |
| 134 | async def pipe(reader, writer): |
| 135 | try: |
| 136 | while True: |
| 137 | chunk = await reader.read(65536) |
| 138 | if not chunk: |
| 139 | break |
| 140 | writer.write(chunk) |
| 141 | await writer.drain() |
| 142 | except (ConnectionResetError, BrokenPipeError): |
| 143 | pass |
| 144 | finally: |
| 145 | try: |
| 146 | writer.close() |
| 147 | except Exception: |
| 148 | pass |
| 149 | |
| 150 | |
| 151 | async def handle_client(client_reader, client_writer): |
| 152 | peer = client_writer.get_extra_info('peername') |
| 153 | backend = None |
| 154 | try: |
| 155 | while backend is None: |
| 156 | event = await read_event(client_reader) |
| 157 | if event is None: |
| 158 | return |
| 159 | if event['type'] == 'ping': |
| 160 | client_writer.write(json.dumps({'type': 'pong', 'data': {}}).encode() + b'\n') |
| 161 | await client_writer.drain() |
| 162 | continue |
| 163 | if event['type'] == 'describe' and os.path.exists(CACHE_FILE): |
| 164 | with open(CACHE_FILE, 'rb') as f: |
| 165 | client_writer.write(f.read()) |
| 166 | await client_writer.drain() |
| 167 | continue |
| 168 | # Real work (or describe without a cache yet): wake the backend. |
| 169 | state['active'] += 1 |
| 170 | state['last'] = time.monotonic() |
| 171 | try: |
| 172 | backend = await ensure_backend() |
| 173 | except Exception as err: |
| 174 | state['active'] -= 1 |
| 175 | state['last'] = time.monotonic() |
| 176 | log('backend wake failed:', err) |
| 177 | return |
| 178 | log(f'session start from {peer} (trigger: {event["type"]})') |
| 179 | backend[1].write(event['raw']) |
| 180 | await backend[1].drain() |
| 181 | asyncio.ensure_future(refresh_cache()) |
| 182 | await asyncio.gather(pipe(client_reader, backend[1]), pipe(backend[0], client_writer)) |
| 183 | except (ConnectionResetError, BrokenPipeError, asyncio.IncompleteReadError, json.JSONDecodeError) as err: |
| 184 | log('client error:', err) |
| 185 | finally: |
| 186 | if backend is not None: |
| 187 | state['active'] -= 1 |
| 188 | state['last'] = time.monotonic() |
| 189 | log('session end, active:', state['active']) |
| 190 | try: |
| 191 | client_writer.close() |
| 192 | except Exception: |
| 193 | pass |
| 194 | |
| 195 | |
| 196 | async def idle_reaper(): |
| 197 | while True: |
| 198 | await asyncio.sleep(30) |
| 199 | idle = time.monotonic() - state['last'] |
| 200 | if state['active'] == 0 and idle > IDLE_SECONDS and await asyncio.to_thread(backend_running): |
| 201 | log(f'idle for {int(idle)}s - stopping backend container') |
| 202 | await asyncio.to_thread(stop_container) |
| 203 | |
| 204 | |
| 205 | async def main(): |
| 206 | state['lock'] = asyncio.Lock() |
| 207 | if not os.path.exists(CACHE_FILE): |
| 208 | log('no info cache - bootstrapping backend once to capture it') |
| 209 | try: |
| 210 | reader, writer = await ensure_backend() |
| 211 | writer.close() |
| 212 | await refresh_cache() |
| 213 | except Exception as err: |
| 214 | log('bootstrap failed (will retry on first request):', err) |
| 215 | server = await asyncio.start_server(handle_client, '0.0.0.0', PROXY_PORT) |
| 216 | log(f'wyoming lazy proxy listening on :{PROXY_PORT} -> {BACKEND_HOST}:{BACKEND_PORT} ' |
| 217 | f'(container {CONTAINER}, idle {IDLE_SECONDS}s)') |
| 218 | async with server: |
| 219 | await asyncio.gather(server.serve_forever(), idle_reaper()) |
| 220 | |
| 221 | |
| 222 | if __name__ == '__main__': |
| 223 | asyncio.run(main()) |