Spaces:
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Update app.py
Browse files
app.py
CHANGED
@@ -17,7 +17,161 @@ async def get_camera_motions():
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print(f"Error fetching camera motions: {str(e)}")
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return []
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with gr.Blocks() as demo:
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gr.Markdown("# Luma AI Text-to-Video Demo")
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print(f"Error fetching camera motions: {str(e)}")
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return []
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async def generate_video(client, prompt, loop=False, aspect_ratio="16:9", camera_motion=None, extend_id=None, reverse_extend_id=None, interpolate_ids=None, progress=gr.Progress()):
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generation_params = {
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"prompt": prompt,
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"loop": loop,
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"aspect_ratio": aspect_ratio
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}
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if camera_motion:
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generation_params["prompt"] += f" {camera_motion}"
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if extend_id:
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generation_params["keyframes"] = {
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"frame0": {
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"type": "generation",
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"id": extend_id
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}
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}
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elif reverse_extend_id:
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generation_params["keyframes"] = {
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"frame1": {
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"type": "generation",
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"id": reverse_extend_id
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}
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}
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elif interpolate_ids:
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generation_params["keyframes"] = {
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"frame0": {
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"type": "generation",
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"id": interpolate_ids[0]
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},
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"frame1": {
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"type": "generation",
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"id": interpolate_ids[1]
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}
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}
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progress(0, desc="Initiating video generation...")
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generation = await client.generations.create(**generation_params)
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progress(0.1, desc="Video generation started. Waiting for completion...")
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# Poll for completion
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start_time = asyncio.get_event_loop().time()
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while True:
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status = await client.generations.get(id=generation.id)
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if status.state == "completed":
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break
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elif status.state == "failed":
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raise Exception("Video generation failed")
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# Update progress based on time elapsed (assuming 60 seconds total)
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elapsed_time = asyncio.get_event_loop().time() - start_time
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progress_value = min(0.1 + (elapsed_time / 60) * 0.8, 0.9)
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progress(progress_value, desc="Generating video...")
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await asyncio.sleep(5)
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progress(0.9, desc="Downloading generated video...")
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# Download the video
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video_url = status.assets.video
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async with aiohttp.ClientSession() as session:
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async with session.get(video_url) as resp:
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if resp.status == 200:
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file_name = f"luma_ai_generated_{generation.id}.mp4"
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with open(file_name, 'wb') as fd:
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while True:
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chunk = await resp.content.read(1024)
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if not chunk:
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break
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fd.write(chunk)
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progress(1.0, desc="Video generation complete!")
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return file_name
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async def text_to_video(prompt, loop, aspect_ratio, camera_motion, extend_id, reverse_extend_id, interpolate_id1, interpolate_id2, progress=gr.Progress()):
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api_key = os.getenv("LMGEN_KEY")
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if not api_key:
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raise gr.Error("LMGEN_KEY environment variable is not set.")
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client = AsyncLumaAI(auth_token=api_key)
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try:
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interpolate_ids = None
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if interpolate_id1 and interpolate_id2:
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interpolate_ids = [interpolate_id1, interpolate_id2]
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video_path = await generate_video(
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client, prompt, loop, aspect_ratio, camera_motion,
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extend_id, reverse_extend_id, interpolate_ids, progress
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)
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return video_path, ""
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except Exception as e:
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return None, f"An error occurred: {str(e)}"
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async def image_to_video(prompt, image_url, loop, aspect_ratio, camera_motion, progress=gr.Progress()):
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api_key = os.getenv("LMGEN_KEY")
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if not api_key:
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raise gr.Error("LMGEN_KEY environment variable is not set.")
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client = AsyncLumaAI(auth_token=api_key)
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try:
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generation_params = {
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"prompt": prompt + (f" {camera_motion}" if camera_motion else ""),
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"loop": loop,
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"aspect_ratio": aspect_ratio,
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"keyframes": {
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"frame0": {
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"type": "image",
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"url": image_url
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}
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}
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}
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progress(0, desc="Initiating video generation from image...")
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generation = await client.generations.create(**generation_params)
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progress(0.1, desc="Video generation started. Waiting for completion...")
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# Poll for completion
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start_time = asyncio.get_event_loop().time()
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while True:
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status = await client.generations.get(id=generation.id)
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if status.state == "completed":
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break
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elif status.state == "failed":
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raise Exception("Video generation failed")
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# Update progress based on time elapsed (assuming 60 seconds total)
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elapsed_time = asyncio.get_event_loop().time() - start_time
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progress_value = min(0.1 + (elapsed_time / 60) * 0.8, 0.9)
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progress(progress_value, desc="Generating video...")
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await asyncio.sleep(5)
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progress(0.9, desc="Downloading generated video...")
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# Download the video
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video_url = status.assets.video
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async with aiohttp.ClientSession() as session:
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async with session.get(video_url) as resp:
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if resp.status == 200:
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file_name = f"luma_ai_generated_{generation.id}.mp4"
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with open(file_name, 'wb') as fd:
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while True:
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chunk = await resp.content.read(1024)
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if not chunk:
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break
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fd.write(chunk)
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progress(1.0, desc="Video generation complete!")
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return file_name, ""
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except Exception as e:
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return None, f"An error occurred: {str(e)}"
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with gr.Blocks() as demo:
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gr.Markdown("# Luma AI Text-to-Video Demo")
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