bethecloud commited on
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aa6df5a
1 Parent(s): acab9d9

Create app.py

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  1. app.py +69 -0
app.py ADDED
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+ import os
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+ import pathlib
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+ import random
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+ import shlex
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+ import subprocess
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+ import gradio as gr
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+ from gradio import inputs, outputs
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+ import torch
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+ from huggingface_hub import snapshot_download
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+ from modelscope.pipelines import pipeline
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+ from modelscope.outputs import OutputKeys
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+ import boto3
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+ from botocore.client import Config
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+ import gradio as gr
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+
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+ # Downloading and setting up the model
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+ model_dir = pathlib.Path('weights')
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+ if not model_dir.exists():
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+ model_dir.mkdir()
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+ snapshot_download('damo-vilab/modelscope-damo-text-to-video-synthesis',
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+ repo_type='model',
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+ local_dir=model_dir)
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+
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+ s3_access_key = "juj22qxqxql7u2pl6nomgxu3ip7a"
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+ s3_secret_key = "j3uwidtozhboy5vczhymhzkkjsaumznnqlzck5zjs5qxgsung4ukk"
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+ s3_endpoint = "https://gateway.storjshare.io"
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+
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+ s3 = boto3.client("s3", aws_access_key_id=s3_access_key, aws_secret_access_key=s3_secret_key, endpoint_url=s3_endpoint, config=Config(signature_version="s3v4"))
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+
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+ # Function to generate video and upload it to Storj
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+ def generate_video(prompt: str, seed: int) -> str:
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+ if seed == -1:
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+ seed = random.randint(0, 1000000)
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+ torch.manual_seed(seed)
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+ result = pipe({'text': prompt})[OutputKeys.OUTPUT_VIDEO]
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+
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+ # Upload video to Storj
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+ bucket_name = "huggingface-demo"
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+ # Add the code to upload the video to the Storj bucket
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+ # and return the URL of the uploaded video
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+
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+ return result
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+
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+ # Gradio Interface
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+ examples = [
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+ ['An astronaut riding a horse.', 0],
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+ ['A panda eating bamboo on a rock.', 0],
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+ ['Spiderman is surfing.', 0],
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+ ]
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+
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+ # Import Storj Theme from the hub
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+ storj_theme = gr.Theme.from_hub("bethecloud/storj_theme")
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+
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+ inputs = [
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+ gr.inputs.Textbox(lines=1, placeholder="Enter your text here..."),
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+ gr.inputs.Slider(minimum=-1, maximum=1000000, step=1, default=-1, label="Seed")
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+ ]
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+
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+ iface = gr.Interface(
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+ fn=generate_video,
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+ inputs=inputs,
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+ outputs=gr.outputs.Video(),
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+ theme=storj_theme,
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+ allow_flagging=False,
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+ examples=examples
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+ )
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+
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+ ## Run app
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+ iface.launch(share=True, debug=True)