Update app.py
Browse files
app.py
CHANGED
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@@ -14,14 +14,14 @@ print("Audiocraft version:", audiocraft.__version__)
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app = FastAPI()
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MODEL_NAME = "facebook/musicgen-
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OUTPUT_DIR = "outputs"
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os.makedirs(OUTPUT_DIR, exist_ok=True)
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print("Loading MusicGen model...")
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model = MusicGen.get_pretrained(MODEL_NAME)
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model.set_generation_params(
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duration=
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temperature=1.0,
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top_k=250,
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top_p=0.0
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@@ -42,21 +42,29 @@ class JobStatus:
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FAILED = "failed"
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def worker():
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"""Background worker that processes queued jobs"""
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while True:
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job_id = job_queue.get()
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job = jobs.get(job_id)
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if not job:
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job_queue.task_done()
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continue
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try:
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jobs[job_id]["status"] = JobStatus.PROCESSING
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wav = model.generate([job["prompt"]])[0]
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filename = f"{job_id}.wav"
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path = os.path.join(OUTPUT_DIR, filename)
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@@ -73,13 +81,21 @@ def worker():
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"file_path": path
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})
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except Exception as e:
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jobs[job_id].update({
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"status": JobStatus.FAILED,
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"error": str(e)
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})
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# Start worker thread
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app = FastAPI()
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MODEL_NAME = "facebook/musicgen-small"
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OUTPUT_DIR = "outputs"
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os.makedirs(OUTPUT_DIR, exist_ok=True)
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print("Loading MusicGen model...")
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model = MusicGen.get_pretrained(MODEL_NAME)
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model.set_generation_params(
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duration=10,
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temperature=1.0,
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top_k=250,
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top_p=0.0
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FAILED = "failed"
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import signal
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class GenerationTimeout(Exception):
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pass
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def timeout_handler(signum, frame):
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raise GenerationTimeout()
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def worker():
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while True:
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job_id = job_queue.get()
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job = jobs.get(job_id)
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try:
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jobs[job_id]["status"] = JobStatus.PROCESSING
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signal.signal(signal.SIGALRM, timeout_handler)
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signal.alarm(420) # 7 minutes max
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wav = model.generate([job["prompt"]])[0]
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signal.alarm(0)
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filename = f"{job_id}.wav"
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path = os.path.join(OUTPUT_DIR, filename)
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"file_path": path
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})
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except GenerationTimeout:
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jobs[job_id].update({
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"status": JobStatus.FAILED,
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"error": "Generation timed out (CPU limit)"
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})
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except Exception as e:
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jobs[job_id].update({
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"status": JobStatus.FAILED,
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"error": str(e)
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})
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finally:
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job_queue.task_done()
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# Start worker thread
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