aman/src/leld.py

244 lines
7.2 KiB
Python
Executable file

#!/usr/bin/env python3
import argparse
import json
import logging
import os
import signal
import sys
import threading
import time
from pathlib import Path
import gi
from faster_whisper import WhisperModel
from config import Config, load, redacted_dict
from constants import RECORD_TIMEOUT_SEC, STT_LANGUAGE
from recorder import start_recording, stop_recording
from aiprocess import LlamaProcessor
from desktop import get_desktop_adapter
class State:
IDLE = "idle"
RECORDING = "recording"
STT = "stt"
PROCESSING = "processing"
OUTPUTTING = "outputting"
def _compute_type(device: str) -> str:
dev = (device or "cpu").lower()
if dev == "cuda":
return "float16"
return "int8"
class Daemon:
def __init__(self, cfg: Config, desktop, *, verbose: bool = False):
self.cfg = cfg
self.desktop = desktop
self.lock = threading.Lock()
self.state = State.IDLE
self.proc = None
self.record = None
self.timer = None
self.model = WhisperModel(
cfg.stt.get("model", "base"),
device=cfg.stt.get("device", "cpu"),
compute_type=_compute_type(cfg.stt.get("device", "cpu")),
)
self.ai_processor = LlamaProcessor(verbose=verbose)
def set_state(self, state: str):
with self.lock:
prev = self.state
self.state = state
if prev != state:
logging.info("state: %s -> %s", prev, state)
def get_state(self):
with self.lock:
return self.state
def _quit(self):
os._exit(0)
def toggle(self):
with self.lock:
if self.state == State.IDLE:
self._start_recording_locked()
return
if self.state == State.RECORDING:
self.state = State.STT
threading.Thread(target=self._stop_and_process, daemon=True).start()
return
logging.info("busy (%s), trigger ignored", self.state)
def _start_recording_locked(self):
try:
proc, record = start_recording(self.cfg.recording.get("input", ""))
except Exception as exc:
logging.error("record start failed: %s", exc)
return
self.proc = proc
self.record = record
self.state = State.RECORDING
logging.info("recording started")
if self.timer:
self.timer.cancel()
self.timer = threading.Timer(RECORD_TIMEOUT_SEC, self._timeout_stop)
self.timer.daemon = True
self.timer.start()
def _timeout_stop(self):
with self.lock:
if self.state != State.RECORDING:
return
self.state = State.STT
threading.Thread(target=self._stop_and_process, daemon=True).start()
def _stop_and_process(self):
proc = self.proc
record = self.record
self.proc = None
self.record = None
if self.timer:
self.timer.cancel()
self.timer = None
if not proc or not record:
self.set_state(State.IDLE)
return
logging.info("stopping recording (user)")
try:
audio = stop_recording(proc, record)
except Exception as exc:
logging.error("record stop failed: %s", exc)
self.set_state(State.IDLE)
return
if audio.size == 0:
logging.error("no audio captured")
self.set_state(State.IDLE)
return
try:
self.set_state(State.STT)
logging.info("stt started")
text = self._transcribe(audio)
except Exception as exc:
logging.error("stt failed: %s", exc)
self.set_state(State.IDLE)
return
text = (text or "").strip()
if not text:
self.set_state(State.IDLE)
return
logging.info("stt: %s", text)
self.set_state(State.PROCESSING)
logging.info("ai processing started")
try:
ai_input = text
text = self.ai_processor.process(ai_input) or text
except Exception as exc:
logging.error("ai process failed: %s", exc)
logging.info("processed: %s", text)
try:
self.set_state(State.OUTPUTTING)
logging.info("outputting started")
backend = self.cfg.injection.get("backend", "clipboard")
self.desktop.inject_text(text, backend)
except Exception as exc:
logging.error("output failed: %s", exc)
finally:
self.set_state(State.IDLE)
def stop_recording(self):
with self.lock:
if self.state != State.RECORDING:
return
self.state = State.STT
threading.Thread(target=self._stop_and_process, daemon=True).start()
def _transcribe(self, audio) -> str:
segments, _info = self.model.transcribe(audio, language=STT_LANGUAGE, vad_filter=True)
parts = []
for seg in segments:
text = (seg.text or "").strip()
if text:
parts.append(text)
return " ".join(parts).strip()
def _lock_single_instance():
runtime_dir = Path(os.getenv("XDG_RUNTIME_DIR", "/tmp")) / "lel"
runtime_dir.mkdir(parents=True, exist_ok=True)
lock_path = runtime_dir / "lel.lock"
f = open(lock_path, "w")
try:
import fcntl
fcntl.flock(f, fcntl.LOCK_EX | fcntl.LOCK_NB)
except Exception:
# TODO: kindly try to handle the running PID to the user cleanly in stdout if it's easy to get
raise SystemExit("already running")
return f
def main():
parser = argparse.ArgumentParser()
parser.add_argument("--config", default="", help="path to config.json")
parser.add_argument("--dry-run", action="store_true", help="log hotkey only")
parser.add_argument("-v", "--verbose", action="store_true", help="enable verbose logs")
args = parser.parse_args()
logging.basicConfig(
stream=sys.stderr,
level=logging.INFO,
format="lel: %(asctime)s %(levelname)s %(message)s",
)
cfg = load(args.config)
_lock_single_instance()
logging.info("hotkey: %s", cfg.daemon.get("hotkey", ""))
logging.info("config (%s):\n%s", args.config or str(Path.home() / ".config" / "lel" / "config.json"), json.dumps(redacted_dict(cfg), indent=2))
if args.verbose:
logging.getLogger().setLevel(logging.DEBUG)
desktop = get_desktop_adapter()
try:
daemon = Daemon(cfg, desktop, verbose=args.verbose)
except Exception as exc:
logging.error("startup failed: %s", exc)
raise SystemExit(1)
def handle_signal(_sig, _frame):
logging.info("signal received, shutting down")
daemon.stop_recording()
end = time.time() + 5
while time.time() < end and daemon.get_state() != State.IDLE:
time.sleep(0.1)
os._exit(0)
signal.signal(signal.SIGINT, handle_signal)
signal.signal(signal.SIGTERM, handle_signal)
desktop.start_hotkey_listener(
cfg.daemon.get("hotkey", ""),
lambda: logging.info("hotkey pressed (dry-run)") if args.dry_run else daemon.toggle(),
)
logging.info("ready")
desktop.run_tray(daemon.get_state, daemon._quit)
if __name__ == "__main__":
main()