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https://github.com/Monadical-SAS/reflector.git
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feature/mo
...
fix/websoc
| Author | SHA1 | Date | |
|---|---|---|---|
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dee1555807 |
@@ -131,15 +131,6 @@ if [ -z "$DIARIZER_URL" ]; then
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fi
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fi
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echo " -> $DIARIZER_URL"
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echo " -> $DIARIZER_URL"
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echo ""
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echo "Deploying mixdown (CPU audio processing)..."
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MIXDOWN_URL=$(modal deploy reflector_mixdown.py 2>&1 | grep -o 'https://[^ ]*web.modal.run' | head -1)
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if [ -z "$MIXDOWN_URL" ]; then
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echo "Error: Failed to deploy mixdown. Check Modal dashboard for details."
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exit 1
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fi
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echo " -> $MIXDOWN_URL"
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# --- Output Configuration ---
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# --- Output Configuration ---
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echo ""
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echo ""
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echo "=========================================="
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echo "=========================================="
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@@ -156,8 +147,4 @@ echo ""
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echo "DIARIZATION_BACKEND=modal"
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echo "DIARIZATION_BACKEND=modal"
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echo "DIARIZATION_URL=$DIARIZER_URL"
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echo "DIARIZATION_URL=$DIARIZER_URL"
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echo "DIARIZATION_MODAL_API_KEY=$API_KEY"
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echo "DIARIZATION_MODAL_API_KEY=$API_KEY"
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echo ""
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echo "MIXDOWN_BACKEND=modal"
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echo "MIXDOWN_URL=$MIXDOWN_URL"
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echo "MIXDOWN_MODAL_API_KEY=$API_KEY"
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echo "# --- End Modal Configuration ---"
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echo "# --- End Modal Configuration ---"
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@@ -1,379 +0,0 @@
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"""
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Reflector GPU backend - audio mixdown
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======================================
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CPU-intensive audio mixdown service for combining multiple audio tracks.
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Uses PyAV filter graph (amix) for high-quality audio mixing.
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"""
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import os
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import tempfile
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import time
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from fractions import Fraction
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import modal
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MIXDOWN_TIMEOUT = 900 # 15 minutes
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SCALEDOWN_WINDOW = 60 # 1 minute idle before shutdown
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app = modal.App("reflector-mixdown")
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# CPU-based image (no GPU needed for audio processing)
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image = (
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modal.Image.debian_slim(python_version="3.12")
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.apt_install("ffmpeg") # Required by PyAV
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.pip_install(
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"av==13.1.0", # PyAV for audio processing
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"requests==2.32.3", # HTTP for presigned URL downloads/uploads
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"fastapi==0.115.12", # API framework
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)
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)
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@app.function(
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cpu=4.0, # 4 CPU cores for audio processing
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timeout=MIXDOWN_TIMEOUT,
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scaledown_window=SCALEDOWN_WINDOW,
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secrets=[modal.Secret.from_name("reflector-gpu")],
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image=image,
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)
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@modal.concurrent(max_inputs=10)
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@modal.asgi_app()
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def web():
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import logging
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import secrets
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import shutil
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import av
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import requests
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from av.audio.resampler import AudioResampler
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from fastapi import Depends, FastAPI, HTTPException, status
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from fastapi.security import OAuth2PasswordBearer
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from pydantic import BaseModel
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# Setup logging
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logging.basicConfig(
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level=logging.INFO, format="%(asctime)s - %(levelname)s - %(message)s"
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)
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logger = logging.getLogger(__name__)
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app = FastAPI()
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oauth2_scheme = OAuth2PasswordBearer(tokenUrl="token")
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# Validate API key exists at startup
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API_KEY = os.environ.get("REFLECTOR_GPU_APIKEY")
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if not API_KEY:
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raise RuntimeError("REFLECTOR_GPU_APIKEY not configured in Modal secrets")
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def apikey_auth(apikey: str = Depends(oauth2_scheme)):
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# Use constant-time comparison to prevent timing attacks
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if secrets.compare_digest(apikey, API_KEY):
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return
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raise HTTPException(
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status_code=status.HTTP_401_UNAUTHORIZED,
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detail="Invalid API key",
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headers={"WWW-Authenticate": "Bearer"},
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)
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class MixdownRequest(BaseModel):
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track_urls: list[str]
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output_url: str
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target_sample_rate: int = 48000
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expected_duration_sec: float | None = None
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class MixdownResponse(BaseModel):
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duration_ms: float
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tracks_mixed: int
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audio_uploaded: bool
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def download_track(url: str, temp_dir: str, index: int) -> str:
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"""Download track from presigned URL to temp file using streaming."""
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logger.info(f"Downloading track {index + 1}")
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response = requests.get(url, stream=True, timeout=300)
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if response.status_code == 404:
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raise HTTPException(status_code=404, detail=f"Track {index} not found")
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if response.status_code == 403:
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raise HTTPException(
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status_code=403, detail=f"Track {index} presigned URL expired"
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)
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response.raise_for_status()
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temp_path = os.path.join(temp_dir, f"track_{index}.webm")
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total_bytes = 0
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with open(temp_path, "wb") as f:
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for chunk in response.iter_content(chunk_size=8192):
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if chunk:
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f.write(chunk)
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total_bytes += len(chunk)
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logger.info(f"Track {index + 1} downloaded: {total_bytes} bytes")
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return temp_path
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def mixdown_tracks_modal(
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track_paths: list[str],
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output_path: str,
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target_sample_rate: int,
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expected_duration_sec: float | None,
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logger,
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) -> float:
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"""Mix multiple audio tracks using PyAV filter graph.
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Args:
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track_paths: List of local file paths to audio tracks
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output_path: Local path for output MP3 file
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target_sample_rate: Sample rate for output (Hz)
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expected_duration_sec: Optional fallback duration if container metadata unavailable
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logger: Logger instance for progress tracking
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Returns:
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Duration in milliseconds
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"""
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logger.info(f"Starting mixdown of {len(track_paths)} tracks")
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# Build PyAV filter graph: N abuffer -> amix -> aformat -> sink
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graph = av.filter.Graph()
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inputs = []
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for idx in range(len(track_paths)):
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args = (
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f"time_base=1/{target_sample_rate}:"
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f"sample_rate={target_sample_rate}:"
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f"sample_fmt=s32:"
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f"channel_layout=stereo"
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)
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in_ctx = graph.add("abuffer", args=args, name=f"in{idx}")
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inputs.append(in_ctx)
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mixer = graph.add("amix", args=f"inputs={len(inputs)}:normalize=0", name="mix")
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fmt = graph.add(
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"aformat",
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args=f"sample_fmts=s32:channel_layouts=stereo:sample_rates={target_sample_rate}",
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name="fmt",
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)
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sink = graph.add("abuffersink", name="out")
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# Connect inputs to mixer (no delays for Modal implementation)
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for idx, in_ctx in enumerate(inputs):
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in_ctx.link_to(mixer, 0, idx)
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mixer.link_to(fmt)
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fmt.link_to(sink)
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graph.configure()
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# Open all containers
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containers = []
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try:
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for i, path in enumerate(track_paths):
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try:
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c = av.open(path)
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containers.append(c)
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except Exception as e:
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logger.warning(
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f"Failed to open container {i}: {e}",
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)
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if not containers:
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raise ValueError("Could not open any track containers")
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# Calculate total duration for progress reporting
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max_duration_sec = 0.0
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for c in containers:
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if c.duration is not None:
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dur_sec = c.duration / av.time_base
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max_duration_sec = max(max_duration_sec, dur_sec)
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if max_duration_sec == 0.0 and expected_duration_sec:
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max_duration_sec = expected_duration_sec
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# Setup output container
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out_container = av.open(output_path, "w", format="mp3")
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out_stream = out_container.add_stream("libmp3lame", rate=target_sample_rate)
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decoders = [c.decode(audio=0) for c in containers]
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active = [True] * len(decoders)
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resamplers = [
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AudioResampler(format="s32", layout="stereo", rate=target_sample_rate)
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for _ in decoders
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]
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current_max_time = 0.0
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last_log_time = time.monotonic()
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start_time = time.monotonic()
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total_duration = 0
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while any(active):
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for i, (dec, is_active) in enumerate(zip(decoders, active)):
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if not is_active:
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continue
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try:
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frame = next(dec)
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except StopIteration:
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active[i] = False
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inputs[i].push(None) # Signal end of stream
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continue
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if frame.sample_rate != target_sample_rate:
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continue
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# Progress logging (every 5 seconds)
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if frame.time is not None:
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current_max_time = max(current_max_time, frame.time)
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now = time.monotonic()
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if now - last_log_time >= 5.0:
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elapsed = now - start_time
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if max_duration_sec > 0:
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progress_pct = min(
|
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100.0, (current_max_time / max_duration_sec) * 100
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)
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logger.info(
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f"Mixdown progress: {progress_pct:.1f}% @ {current_max_time:.1f}s (elapsed: {elapsed:.1f}s)"
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)
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else:
|
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logger.info(
|
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f"Mixdown progress: @ {current_max_time:.1f}s (elapsed: {elapsed:.1f}s)"
|
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)
|
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last_log_time = now
|
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|
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out_frames = resamplers[i].resample(frame) or []
|
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for rf in out_frames:
|
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rf.sample_rate = target_sample_rate
|
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rf.time_base = Fraction(1, target_sample_rate)
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inputs[i].push(rf)
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|
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# Pull mixed frames from sink and encode
|
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while True:
|
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try:
|
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mixed = sink.pull()
|
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||||||
except Exception:
|
|
||||||
break
|
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mixed.sample_rate = target_sample_rate
|
|
||||||
mixed.time_base = Fraction(1, target_sample_rate)
|
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||||||
|
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||||||
# Encode and mux
|
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||||||
for packet in out_stream.encode(mixed):
|
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out_container.mux(packet)
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total_duration += packet.duration
|
|
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|
|
||||||
# Flush remaining frames from filter graph
|
|
||||||
while True:
|
|
||||||
try:
|
|
||||||
mixed = sink.pull()
|
|
||||||
except Exception:
|
|
||||||
break
|
|
||||||
mixed.sample_rate = target_sample_rate
|
|
||||||
mixed.time_base = Fraction(1, target_sample_rate)
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|
||||||
|
|
||||||
for packet in out_stream.encode(mixed):
|
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||||||
out_container.mux(packet)
|
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total_duration += packet.duration
|
|
||||||
|
|
||||||
# Flush encoder
|
|
||||||
for packet in out_stream.encode():
|
|
||||||
out_container.mux(packet)
|
|
||||||
total_duration += packet.duration
|
|
||||||
|
|
||||||
# Calculate duration in milliseconds
|
|
||||||
if total_duration > 0:
|
|
||||||
# Use the same calculation as AudioFileWriterProcessor
|
|
||||||
duration_ms = round(
|
|
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float(total_duration * out_stream.time_base * 1000), 2
|
|
||||||
)
|
|
||||||
else:
|
|
||||||
duration_ms = 0.0
|
|
||||||
|
|
||||||
out_container.close()
|
|
||||||
logger.info(f"Mixdown complete: duration={duration_ms}ms")
|
|
||||||
|
|
||||||
finally:
|
|
||||||
# Cleanup all containers
|
|
||||||
for c in containers:
|
|
||||||
if c is not None:
|
|
||||||
try:
|
|
||||||
c.close()
|
|
||||||
except Exception:
|
|
||||||
pass
|
|
||||||
|
|
||||||
return duration_ms
|
|
||||||
|
|
||||||
@app.post("/v1/audio/mixdown", dependencies=[Depends(apikey_auth)])
|
|
||||||
def mixdown(request: MixdownRequest) -> MixdownResponse:
|
|
||||||
"""Mix multiple audio tracks into a single MP3 file.
|
|
||||||
|
|
||||||
Tracks are downloaded from presigned S3 URLs, mixed using PyAV,
|
|
||||||
and uploaded to a presigned S3 PUT URL.
|
|
||||||
"""
|
|
||||||
if not request.track_urls:
|
|
||||||
raise HTTPException(status_code=400, detail="No track URLs provided")
|
|
||||||
|
|
||||||
logger.info(f"Mixdown request: {len(request.track_urls)} tracks")
|
|
||||||
|
|
||||||
temp_dir = tempfile.mkdtemp()
|
|
||||||
temp_files = []
|
|
||||||
output_mp3_path = None
|
|
||||||
|
|
||||||
try:
|
|
||||||
# Download all tracks
|
|
||||||
for i, url in enumerate(request.track_urls):
|
|
||||||
temp_path = download_track(url, temp_dir, i)
|
|
||||||
temp_files.append(temp_path)
|
|
||||||
|
|
||||||
# Mix tracks
|
|
||||||
output_mp3_path = os.path.join(temp_dir, "mixed.mp3")
|
|
||||||
duration_ms = mixdown_tracks_modal(
|
|
||||||
temp_files,
|
|
||||||
output_mp3_path,
|
|
||||||
request.target_sample_rate,
|
|
||||||
request.expected_duration_sec,
|
|
||||||
logger,
|
|
||||||
)
|
|
||||||
|
|
||||||
# Upload result to S3
|
|
||||||
logger.info("Uploading result to S3")
|
|
||||||
file_size = os.path.getsize(output_mp3_path)
|
|
||||||
with open(output_mp3_path, "rb") as f:
|
|
||||||
upload_response = requests.put(
|
|
||||||
request.output_url, data=f, timeout=300
|
|
||||||
)
|
|
||||||
|
|
||||||
if upload_response.status_code == 403:
|
|
||||||
raise HTTPException(
|
|
||||||
status_code=403, detail="Output presigned URL expired"
|
|
||||||
)
|
|
||||||
|
|
||||||
upload_response.raise_for_status()
|
|
||||||
logger.info(f"Upload complete: {file_size} bytes")
|
|
||||||
|
|
||||||
return MixdownResponse(
|
|
||||||
duration_ms=duration_ms,
|
|
||||||
tracks_mixed=len(request.track_urls),
|
|
||||||
audio_uploaded=True,
|
|
||||||
)
|
|
||||||
|
|
||||||
except HTTPException:
|
|
||||||
raise
|
|
||||||
except Exception as e:
|
|
||||||
logger.error(f"Mixdown failed: {e}", exc_info=True)
|
|
||||||
raise HTTPException(status_code=500, detail=f"Mixdown failed: {str(e)}")
|
|
||||||
|
|
||||||
finally:
|
|
||||||
# Cleanup temp files
|
|
||||||
for temp_path in temp_files:
|
|
||||||
try:
|
|
||||||
os.unlink(temp_path)
|
|
||||||
except Exception as e:
|
|
||||||
logger.warning(f"Failed to cleanup temp file {temp_path}: {e}")
|
|
||||||
|
|
||||||
if output_mp3_path and os.path.exists(output_mp3_path):
|
|
||||||
try:
|
|
||||||
os.unlink(output_mp3_path)
|
|
||||||
except Exception as e:
|
|
||||||
logger.warning(f"Failed to cleanup output file {output_mp3_path}: {e}")
|
|
||||||
|
|
||||||
try:
|
|
||||||
shutil.rmtree(temp_dir)
|
|
||||||
except Exception as e:
|
|
||||||
logger.warning(f"Failed to cleanup temp directory {temp_dir}: {e}")
|
|
||||||
|
|
||||||
return app
|
|
||||||
@@ -489,7 +489,7 @@ async def process_tracks(input: PipelineInput, ctx: Context) -> ProcessTracksRes
|
|||||||
)
|
)
|
||||||
@with_error_handling(TaskName.MIXDOWN_TRACKS)
|
@with_error_handling(TaskName.MIXDOWN_TRACKS)
|
||||||
async def mixdown_tracks(input: PipelineInput, ctx: Context) -> MixdownResult:
|
async def mixdown_tracks(input: PipelineInput, ctx: Context) -> MixdownResult:
|
||||||
"""Mix all padded tracks into single audio file using PyAV or Modal backend."""
|
"""Mix all padded tracks into single audio file using PyAV (same as Celery)."""
|
||||||
ctx.log("mixdown_tracks: mixing padded tracks into single audio file")
|
ctx.log("mixdown_tracks: mixing padded tracks into single audio file")
|
||||||
|
|
||||||
track_result = ctx.task_output(process_tracks)
|
track_result = ctx.task_output(process_tracks)
|
||||||
@@ -513,7 +513,7 @@ async def mixdown_tracks(input: PipelineInput, ctx: Context) -> MixdownResult:
|
|||||||
|
|
||||||
storage = _spawn_storage()
|
storage = _spawn_storage()
|
||||||
|
|
||||||
# Presign URLs for padded tracks (same expiration for both backends)
|
# Presign URLs on demand (avoids stale URLs on workflow replay)
|
||||||
padded_urls = []
|
padded_urls = []
|
||||||
for track_info in padded_tracks:
|
for track_info in padded_tracks:
|
||||||
if track_info.key:
|
if track_info.key:
|
||||||
@@ -534,104 +534,33 @@ async def mixdown_tracks(input: PipelineInput, ctx: Context) -> MixdownResult:
|
|||||||
logger.error("Mixdown failed - no decodable audio frames found")
|
logger.error("Mixdown failed - no decodable audio frames found")
|
||||||
raise ValueError("No decodable audio frames in any track")
|
raise ValueError("No decodable audio frames in any track")
|
||||||
|
|
||||||
output_key = f"{input.transcript_id}/audio.mp3"
|
output_path = tempfile.mktemp(suffix=".mp3")
|
||||||
|
duration_ms_callback_capture_container = [0.0]
|
||||||
|
|
||||||
# Conditional: Modal or local backend
|
async def capture_duration(d):
|
||||||
if settings.MIXDOWN_BACKEND == "modal":
|
duration_ms_callback_capture_container[0] = d
|
||||||
ctx.log("mixdown_tracks: using Modal backend")
|
|
||||||
|
|
||||||
# Presign PUT URL for output (Modal will upload directly)
|
writer = AudioFileWriterProcessor(path=output_path, on_duration=capture_duration)
|
||||||
output_url = await storage.get_file_url(
|
|
||||||
output_key,
|
|
||||||
operation="put_object",
|
|
||||||
expires_in=PRESIGNED_URL_EXPIRATION_SECONDS,
|
|
||||||
)
|
|
||||||
|
|
||||||
from reflector.processors.audio_mixdown_modal import ( # noqa: PLC0415
|
await mixdown_tracks_pyav(
|
||||||
AudioMixdownModalProcessor,
|
valid_urls,
|
||||||
)
|
writer,
|
||||||
|
target_sample_rate,
|
||||||
|
offsets_seconds=None,
|
||||||
|
logger=logger,
|
||||||
|
progress_callback=make_audio_progress_logger(ctx, TaskName.MIXDOWN_TRACKS),
|
||||||
|
expected_duration_sec=recording_duration if recording_duration > 0 else None,
|
||||||
|
)
|
||||||
|
await writer.flush()
|
||||||
|
|
||||||
try:
|
file_size = Path(output_path).stat().st_size
|
||||||
processor = AudioMixdownModalProcessor()
|
storage_path = f"{input.transcript_id}/audio.mp3"
|
||||||
result = await processor.mixdown(
|
|
||||||
track_urls=valid_urls,
|
|
||||||
output_url=output_url,
|
|
||||||
target_sample_rate=target_sample_rate,
|
|
||||||
expected_duration_sec=recording_duration
|
|
||||||
if recording_duration > 0
|
|
||||||
else None,
|
|
||||||
)
|
|
||||||
duration_ms = result.duration_ms
|
|
||||||
tracks_mixed = result.tracks_mixed
|
|
||||||
|
|
||||||
ctx.log(
|
with open(output_path, "rb") as mixed_file:
|
||||||
f"mixdown_tracks: Modal returned duration={duration_ms}ms, tracks={tracks_mixed}"
|
await storage.put_file(storage_path, mixed_file)
|
||||||
)
|
|
||||||
except httpx.HTTPStatusError as e:
|
|
||||||
error_detail = e.response.text if hasattr(e.response, "text") else str(e)
|
|
||||||
logger.error(
|
|
||||||
"[Hatchet] Modal mixdown HTTP error",
|
|
||||||
transcript_id=input.transcript_id,
|
|
||||||
status_code=e.response.status_code if hasattr(e, "response") else None,
|
|
||||||
error=error_detail,
|
|
||||||
)
|
|
||||||
raise RuntimeError(
|
|
||||||
f"Modal mixdown failed with HTTP {e.response.status_code}: {error_detail}"
|
|
||||||
)
|
|
||||||
except httpx.TimeoutException:
|
|
||||||
logger.error(
|
|
||||||
"[Hatchet] Modal mixdown timeout",
|
|
||||||
transcript_id=input.transcript_id,
|
|
||||||
timeout=settings.MIXDOWN_TIMEOUT,
|
|
||||||
)
|
|
||||||
raise RuntimeError(
|
|
||||||
f"Modal mixdown timeout after {settings.MIXDOWN_TIMEOUT}s"
|
|
||||||
)
|
|
||||||
except ValueError as e:
|
|
||||||
logger.error(
|
|
||||||
"[Hatchet] Modal mixdown validation error",
|
|
||||||
transcript_id=input.transcript_id,
|
|
||||||
error=str(e),
|
|
||||||
)
|
|
||||||
raise
|
|
||||||
else:
|
|
||||||
ctx.log("mixdown_tracks: using local backend")
|
|
||||||
|
|
||||||
# Existing local implementation
|
Path(output_path).unlink(missing_ok=True)
|
||||||
output_path = tempfile.mktemp(suffix=".mp3")
|
|
||||||
duration_ms_callback_capture_container = [0.0]
|
|
||||||
|
|
||||||
async def capture_duration(d):
|
|
||||||
duration_ms_callback_capture_container[0] = d
|
|
||||||
|
|
||||||
writer = AudioFileWriterProcessor(
|
|
||||||
path=output_path, on_duration=capture_duration
|
|
||||||
)
|
|
||||||
|
|
||||||
await mixdown_tracks_pyav(
|
|
||||||
valid_urls,
|
|
||||||
writer,
|
|
||||||
target_sample_rate,
|
|
||||||
offsets_seconds=None,
|
|
||||||
logger=logger,
|
|
||||||
progress_callback=make_audio_progress_logger(ctx, TaskName.MIXDOWN_TRACKS),
|
|
||||||
expected_duration_sec=recording_duration
|
|
||||||
if recording_duration > 0
|
|
||||||
else None,
|
|
||||||
)
|
|
||||||
await writer.flush()
|
|
||||||
|
|
||||||
file_size = Path(output_path).stat().st_size
|
|
||||||
with open(output_path, "rb") as mixed_file:
|
|
||||||
await storage.put_file(output_key, mixed_file)
|
|
||||||
|
|
||||||
Path(output_path).unlink(missing_ok=True)
|
|
||||||
duration_ms = duration_ms_callback_capture_container[0]
|
|
||||||
tracks_mixed = len(valid_urls)
|
|
||||||
|
|
||||||
ctx.log(f"mixdown_tracks: local mixdown uploaded {file_size} bytes")
|
|
||||||
|
|
||||||
# Update DB (same for both backends)
|
|
||||||
async with fresh_db_connection():
|
async with fresh_db_connection():
|
||||||
from reflector.db.transcripts import transcripts_controller # noqa: PLC0415
|
from reflector.db.transcripts import transcripts_controller # noqa: PLC0415
|
||||||
|
|
||||||
@@ -641,12 +570,12 @@ async def mixdown_tracks(input: PipelineInput, ctx: Context) -> MixdownResult:
|
|||||||
transcript, {"audio_location": "storage"}
|
transcript, {"audio_location": "storage"}
|
||||||
)
|
)
|
||||||
|
|
||||||
ctx.log(f"mixdown_tracks complete: uploaded to {output_key}")
|
ctx.log(f"mixdown_tracks complete: uploaded {file_size} bytes to {storage_path}")
|
||||||
|
|
||||||
return MixdownResult(
|
return MixdownResult(
|
||||||
audio_key=output_key,
|
audio_key=storage_path,
|
||||||
duration=duration_ms,
|
duration=duration_ms_callback_capture_container[0],
|
||||||
tracks_mixed=tracks_mixed,
|
tracks_mixed=len(valid_urls),
|
||||||
)
|
)
|
||||||
|
|
||||||
|
|
||||||
|
|||||||
@@ -1,89 +0,0 @@
|
|||||||
"""
|
|
||||||
Modal.com backend for audio mixdown.
|
|
||||||
|
|
||||||
Uses Modal's CPU containers to offload audio mixing from Hatchet workers.
|
|
||||||
Communicates via presigned S3 URLs for both input and output.
|
|
||||||
"""
|
|
||||||
|
|
||||||
import httpx
|
|
||||||
from pydantic import BaseModel
|
|
||||||
|
|
||||||
from reflector.settings import settings
|
|
||||||
|
|
||||||
|
|
||||||
class MixdownResponse(BaseModel):
|
|
||||||
"""Response from Modal mixdown endpoint."""
|
|
||||||
|
|
||||||
duration_ms: float
|
|
||||||
tracks_mixed: int
|
|
||||||
audio_uploaded: bool
|
|
||||||
|
|
||||||
|
|
||||||
class AudioMixdownModalProcessor:
|
|
||||||
"""Audio mixdown processor using Modal.com CPU backend.
|
|
||||||
|
|
||||||
Sends track URLs (presigned GET) and output URL (presigned PUT) to Modal.
|
|
||||||
Modal handles download, mixdown via PyAV, and upload.
|
|
||||||
"""
|
|
||||||
|
|
||||||
def __init__(self, modal_api_key: str | None = None):
|
|
||||||
if not settings.MIXDOWN_URL:
|
|
||||||
raise ValueError("MIXDOWN_URL required to use AudioMixdownModalProcessor")
|
|
||||||
|
|
||||||
self.mixdown_url = settings.MIXDOWN_URL + "/v1"
|
|
||||||
self.timeout = settings.MIXDOWN_TIMEOUT
|
|
||||||
self.modal_api_key = modal_api_key or settings.MIXDOWN_MODAL_API_KEY
|
|
||||||
|
|
||||||
if not self.modal_api_key:
|
|
||||||
raise ValueError(
|
|
||||||
"MIXDOWN_MODAL_API_KEY required to use AudioMixdownModalProcessor"
|
|
||||||
)
|
|
||||||
|
|
||||||
async def mixdown(
|
|
||||||
self,
|
|
||||||
track_urls: list[str],
|
|
||||||
output_url: str,
|
|
||||||
target_sample_rate: int,
|
|
||||||
expected_duration_sec: float | None = None,
|
|
||||||
) -> MixdownResponse:
|
|
||||||
"""Mix multiple audio tracks via Modal backend.
|
|
||||||
|
|
||||||
Args:
|
|
||||||
track_urls: List of presigned GET URLs for audio tracks (non-empty)
|
|
||||||
output_url: Presigned PUT URL for output MP3
|
|
||||||
target_sample_rate: Sample rate for output (Hz, must be positive)
|
|
||||||
expected_duration_sec: Optional fallback duration if container metadata unavailable
|
|
||||||
|
|
||||||
Returns:
|
|
||||||
MixdownResponse with duration_ms, tracks_mixed, audio_uploaded
|
|
||||||
|
|
||||||
Raises:
|
|
||||||
ValueError: If track_urls is empty or target_sample_rate invalid
|
|
||||||
httpx.HTTPStatusError: On HTTP errors (404, 403, 500, etc.)
|
|
||||||
httpx.TimeoutException: On timeout
|
|
||||||
"""
|
|
||||||
# Validate inputs
|
|
||||||
if not track_urls:
|
|
||||||
raise ValueError("track_urls cannot be empty")
|
|
||||||
if target_sample_rate <= 0:
|
|
||||||
raise ValueError(
|
|
||||||
f"target_sample_rate must be positive, got {target_sample_rate}"
|
|
||||||
)
|
|
||||||
if expected_duration_sec is not None and expected_duration_sec < 0:
|
|
||||||
raise ValueError(
|
|
||||||
f"expected_duration_sec cannot be negative, got {expected_duration_sec}"
|
|
||||||
)
|
|
||||||
|
|
||||||
async with httpx.AsyncClient(timeout=self.timeout) as client:
|
|
||||||
response = await client.post(
|
|
||||||
f"{self.mixdown_url}/audio/mixdown",
|
|
||||||
headers={"Authorization": f"Bearer {self.modal_api_key}"},
|
|
||||||
json={
|
|
||||||
"track_urls": track_urls,
|
|
||||||
"output_url": output_url,
|
|
||||||
"target_sample_rate": target_sample_rate,
|
|
||||||
"expected_duration_sec": expected_duration_sec,
|
|
||||||
},
|
|
||||||
)
|
|
||||||
response.raise_for_status()
|
|
||||||
return MixdownResponse(**response.json())
|
|
||||||
@@ -98,17 +98,6 @@ class Settings(BaseSettings):
|
|||||||
# Diarization: local pyannote.audio
|
# Diarization: local pyannote.audio
|
||||||
DIARIZATION_PYANNOTE_AUTH_TOKEN: str | None = None
|
DIARIZATION_PYANNOTE_AUTH_TOKEN: str | None = None
|
||||||
|
|
||||||
# Audio Mixdown
|
|
||||||
# backends:
|
|
||||||
# - local: in-process PyAV mixdown (runs in same process as Hatchet worker)
|
|
||||||
# - modal: HTTP API client to Modal.com CPU container
|
|
||||||
MIXDOWN_BACKEND: str = "local"
|
|
||||||
MIXDOWN_URL: str | None = None
|
|
||||||
MIXDOWN_TIMEOUT: int = 900 # 15 minutes
|
|
||||||
|
|
||||||
# Mixdown: modal backend
|
|
||||||
MIXDOWN_MODAL_API_KEY: str | None = None
|
|
||||||
|
|
||||||
# Sentry
|
# Sentry
|
||||||
SENTRY_DSN: str | None = None
|
SENTRY_DSN: str | None = None
|
||||||
|
|
||||||
|
|||||||
@@ -11,7 +11,6 @@ broadcast messages to all connected websockets.
|
|||||||
|
|
||||||
import asyncio
|
import asyncio
|
||||||
import json
|
import json
|
||||||
import threading
|
|
||||||
|
|
||||||
import redis.asyncio as redis
|
import redis.asyncio as redis
|
||||||
from fastapi import WebSocket
|
from fastapi import WebSocket
|
||||||
@@ -98,6 +97,7 @@ class WebsocketManager:
|
|||||||
|
|
||||||
async def _pubsub_data_reader(self, pubsub_subscriber):
|
async def _pubsub_data_reader(self, pubsub_subscriber):
|
||||||
while True:
|
while True:
|
||||||
|
# No timeout - global singleton prevents CPU hog from multiple instances
|
||||||
message = await pubsub_subscriber.get_message(
|
message = await pubsub_subscriber.get_message(
|
||||||
ignore_subscribe_messages=True
|
ignore_subscribe_messages=True
|
||||||
)
|
)
|
||||||
@@ -109,29 +109,40 @@ class WebsocketManager:
|
|||||||
await socket.send_json(data)
|
await socket.send_json(data)
|
||||||
|
|
||||||
|
|
||||||
|
# Process-global singleton (not thread-local)
|
||||||
|
# The original threading.local() pattern was broken - it created a NEW
|
||||||
|
# threading.local() object on every call, so caching never worked.
|
||||||
|
# This caused infinite ws_manager instances → resource leaks → CPU hog.
|
||||||
|
_ws_manager: WebsocketManager | None = None
|
||||||
|
|
||||||
|
|
||||||
def get_ws_manager() -> WebsocketManager:
|
def get_ws_manager() -> WebsocketManager:
|
||||||
"""
|
"""
|
||||||
Returns the WebsocketManager instance for managing websockets.
|
Returns the global WebsocketManager singleton.
|
||||||
|
|
||||||
This function initializes and returns the WebsocketManager instance,
|
Creates instance on first call, subsequent calls return cached instance.
|
||||||
which is responsible for managing websockets and handling websocket
|
Thread-safe via GIL. Concurrent initialization may create duplicate
|
||||||
connections.
|
instances but last write wins (acceptable for this use case).
|
||||||
|
|
||||||
Returns:
|
Returns:
|
||||||
WebsocketManager: The initialized WebsocketManager instance.
|
WebsocketManager: The global WebsocketManager instance.
|
||||||
|
|
||||||
Raises:
|
|
||||||
ImportError: If the 'reflector.settings' module cannot be imported.
|
|
||||||
RedisConnectionError: If there is an error connecting to the Redis server.
|
|
||||||
"""
|
"""
|
||||||
local = threading.local()
|
global _ws_manager
|
||||||
if hasattr(local, "ws_manager"):
|
|
||||||
return local.ws_manager
|
|
||||||
|
|
||||||
|
if _ws_manager is not None:
|
||||||
|
return _ws_manager
|
||||||
|
|
||||||
|
# No lock needed - GIL makes this safe enough
|
||||||
|
# Worst case: race creates two instances, last assignment wins
|
||||||
pubsub_client = RedisPubSubManager(
|
pubsub_client = RedisPubSubManager(
|
||||||
host=settings.REDIS_HOST,
|
host=settings.REDIS_HOST,
|
||||||
port=settings.REDIS_PORT,
|
port=settings.REDIS_PORT,
|
||||||
)
|
)
|
||||||
ws_manager = WebsocketManager(pubsub_client=pubsub_client)
|
_ws_manager = WebsocketManager(pubsub_client=pubsub_client)
|
||||||
local.ws_manager = ws_manager
|
return _ws_manager
|
||||||
return ws_manager
|
|
||||||
|
|
||||||
|
def reset_ws_manager() -> None:
|
||||||
|
"""Reset singleton for testing. DO NOT use in production."""
|
||||||
|
global _ws_manager
|
||||||
|
_ws_manager = None
|
||||||
|
|||||||
@@ -56,7 +56,12 @@ def appserver_ws_user(setup_database):
|
|||||||
|
|
||||||
if server_instance:
|
if server_instance:
|
||||||
server_instance.should_exit = True
|
server_instance.should_exit = True
|
||||||
server_thread.join(timeout=30)
|
server_thread.join(timeout=2.0)
|
||||||
|
|
||||||
|
# Reset global singleton for test isolation
|
||||||
|
from reflector.ws_manager import reset_ws_manager
|
||||||
|
|
||||||
|
reset_ws_manager()
|
||||||
|
|
||||||
|
|
||||||
@pytest.fixture(autouse=True)
|
@pytest.fixture(autouse=True)
|
||||||
@@ -133,6 +138,11 @@ async def test_user_ws_accepts_valid_token_and_receives_events(appserver_ws_user
|
|||||||
|
|
||||||
# Connect and then trigger an event via HTTP create
|
# Connect and then trigger an event via HTTP create
|
||||||
async with aconnect_ws(base_ws, subprotocols=subprotocols) as ws:
|
async with aconnect_ws(base_ws, subprotocols=subprotocols) as ws:
|
||||||
|
# Give Redis pubsub time to establish subscription before publishing
|
||||||
|
import asyncio
|
||||||
|
|
||||||
|
await asyncio.sleep(0.2)
|
||||||
|
|
||||||
# Emit an event to the user's room via a standard HTTP action
|
# Emit an event to the user's room via a standard HTTP action
|
||||||
from httpx import AsyncClient
|
from httpx import AsyncClient
|
||||||
|
|
||||||
@@ -150,6 +160,7 @@ async def test_user_ws_accepts_valid_token_and_receives_events(appserver_ws_user
|
|||||||
"email": "user-abc@example.com",
|
"email": "user-abc@example.com",
|
||||||
}
|
}
|
||||||
|
|
||||||
|
# Use in-memory client (global singleton makes it share ws_manager)
|
||||||
async with AsyncClient(app=app, base_url=f"http://{host}:{port}/v1") as ac:
|
async with AsyncClient(app=app, base_url=f"http://{host}:{port}/v1") as ac:
|
||||||
# Create a transcript as this user so that the server publishes TRANSCRIPT_CREATED to user room
|
# Create a transcript as this user so that the server publishes TRANSCRIPT_CREATED to user room
|
||||||
resp = await ac.post("/transcripts", json={"name": "WS Test"})
|
resp = await ac.post("/transcripts", json={"name": "WS Test"})
|
||||||
|
|||||||
Reference in New Issue
Block a user