Spaces:
Running
Running
Upload app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,192 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# app.py
|
| 2 |
+
import os
|
| 3 |
+
import oss2
|
| 4 |
+
import sys
|
| 5 |
+
import uuid
|
| 6 |
+
import shutil
|
| 7 |
+
import time
|
| 8 |
+
import gradio as gr
|
| 9 |
+
import requests
|
| 10 |
+
|
| 11 |
+
os.system("pip install dashscope")
|
| 12 |
+
import dashscope
|
| 13 |
+
from dashscope.utils.oss_utils import check_and_upload_local
|
| 14 |
+
|
| 15 |
+
DASHSCOPE_API_KEY = os.getenv("DASHSCOPE_API_KEY")
|
| 16 |
+
dashscope.api_key = DASHSCOPE_API_KEY
|
| 17 |
+
|
| 18 |
+
|
| 19 |
+
class WanS2VApp:
|
| 20 |
+
def __init__(self):
|
| 21 |
+
pass
|
| 22 |
+
|
| 23 |
+
def predict(
|
| 24 |
+
self,
|
| 25 |
+
ref_img,
|
| 26 |
+
audio,
|
| 27 |
+
resolution="480P",
|
| 28 |
+
style="speech",
|
| 29 |
+
):
|
| 30 |
+
# Upload files to OSS if needed and get URLs
|
| 31 |
+
_, image_url = check_and_upload_local("wan2.2-s2v", ref_img, DASHSCOPE_API_KEY)
|
| 32 |
+
_, audio_url = check_and_upload_local("wan2.2-s2v", audio, DASHSCOPE_API_KEY)
|
| 33 |
+
|
| 34 |
+
# Prepare the request payload
|
| 35 |
+
payload = {
|
| 36 |
+
"model": "wan2.2-s2v",
|
| 37 |
+
"input": {
|
| 38 |
+
"image_url": image_url,
|
| 39 |
+
"audio_url": audio_url
|
| 40 |
+
},
|
| 41 |
+
"parameters": {
|
| 42 |
+
"style": style,
|
| 43 |
+
"resolution": resolution,
|
| 44 |
+
}
|
| 45 |
+
}
|
| 46 |
+
|
| 47 |
+
# Set up headers
|
| 48 |
+
headers = {
|
| 49 |
+
"X-DashScope-Async": "enable",
|
| 50 |
+
"X-DashScope-OssResourceResolve": "enable",
|
| 51 |
+
"Authorization": f"Bearer {DASHSCOPE_API_KEY}",
|
| 52 |
+
"Content-Type": "application/json"
|
| 53 |
+
}
|
| 54 |
+
|
| 55 |
+
# Make the initial API request
|
| 56 |
+
url = "https://dashscope.aliyuncs.com/api/v1/services/aigc/image2video/video-synthesis/"
|
| 57 |
+
response = requests.post(url, json=payload, headers=headers)
|
| 58 |
+
|
| 59 |
+
# Check if request was successful
|
| 60 |
+
if response.status_code != 200:
|
| 61 |
+
raise Exception(f"Initial request failed with status code {response.status_code}: {response.text}")
|
| 62 |
+
|
| 63 |
+
# Get the task ID from response
|
| 64 |
+
result = response.json()
|
| 65 |
+
task_id = result.get("output", {}).get("task_id")
|
| 66 |
+
if not task_id:
|
| 67 |
+
raise Exception("Failed to get task ID from response")
|
| 68 |
+
|
| 69 |
+
# Poll for results
|
| 70 |
+
get_url = f"https://dashscope.aliyuncs.com/api/v1/tasks/{task_id}"
|
| 71 |
+
headers = {
|
| 72 |
+
"Authorization": f"Bearer {DASHSCOPE_API_KEY}",
|
| 73 |
+
"Content-Type": "application/json"
|
| 74 |
+
}
|
| 75 |
+
|
| 76 |
+
while True:
|
| 77 |
+
response = requests.get(get_url, headers=headers)
|
| 78 |
+
if response.status_code != 200:
|
| 79 |
+
raise Exception(f"Failed to get task status: {response.status_code}: {response.text}")
|
| 80 |
+
|
| 81 |
+
result = response.json()
|
| 82 |
+
print(result)
|
| 83 |
+
task_status = result.get("output", {}).get("task_status")
|
| 84 |
+
|
| 85 |
+
if task_status == "SUCCEEDED":
|
| 86 |
+
# Task completed successfully, return video URL
|
| 87 |
+
video_url = result["output"]["results"]["video_url"]
|
| 88 |
+
return video_url
|
| 89 |
+
elif task_status == "FAILED":
|
| 90 |
+
# Task failed, raise an exception with error message
|
| 91 |
+
error_msg = result.get("output", {}).get("message", "Unknown error")
|
| 92 |
+
raise Exception(f"Task failed: {error_msg}")
|
| 93 |
+
else:
|
| 94 |
+
# Task is still running, wait and retry
|
| 95 |
+
time.sleep(5) # Wait 5 seconds before polling again
|
| 96 |
+
|
| 97 |
+
def start_app():
|
| 98 |
+
import argparse
|
| 99 |
+
parser = argparse.ArgumentParser(description="Wan2.2-S2V 视频生成工具")
|
| 100 |
+
args = parser.parse_args()
|
| 101 |
+
|
| 102 |
+
|
| 103 |
+
app = WanS2VApp()
|
| 104 |
+
with gr.Blocks(title="Wan2.2-S2V 视频生成") as demo:
|
| 105 |
+
# gr.Markdown("# Wan2.2-S2V 视频生成工具")
|
| 106 |
+
gr.HTML("""
|
| 107 |
+
<div style="text-align: center; font-size: 32px; font-weight: bold; margin-bottom: 20px;">
|
| 108 |
+
Wan2.2-S2V
|
| 109 |
+
</div>
|
| 110 |
+
""")
|
| 111 |
+
gr.Markdown("基于音频和参考图像生成视频")
|
| 112 |
+
|
| 113 |
+
with gr.Row():
|
| 114 |
+
with gr.Column():
|
| 115 |
+
ref_img = gr.Image(
|
| 116 |
+
label="Input image(输入图像)",
|
| 117 |
+
type="filepath",
|
| 118 |
+
sources=["upload"],
|
| 119 |
+
)
|
| 120 |
+
|
| 121 |
+
audio = gr.Audio(
|
| 122 |
+
label="Audio(音频文件)",
|
| 123 |
+
type="filepath",
|
| 124 |
+
sources=["upload"],
|
| 125 |
+
)
|
| 126 |
+
|
| 127 |
+
resolution = gr.Dropdown(
|
| 128 |
+
label="Resolution(分辨率)",
|
| 129 |
+
choices=["480P", "720P"],
|
| 130 |
+
value="480P",
|
| 131 |
+
info="Inference Resolution, default: 480P(推理分辨率,默认480P)"
|
| 132 |
+
)
|
| 133 |
+
run_button = gr.Button("Generate Video(生成视频)")
|
| 134 |
+
|
| 135 |
+
with gr.Column():
|
| 136 |
+
output_video = gr.Video(label="Output Video(输出视频)")
|
| 137 |
+
|
| 138 |
+
|
| 139 |
+
run_button.click(
|
| 140 |
+
fn=app.predict,
|
| 141 |
+
inputs=[
|
| 142 |
+
ref_img,
|
| 143 |
+
audio,
|
| 144 |
+
resolution,
|
| 145 |
+
],
|
| 146 |
+
outputs=[output_video],
|
| 147 |
+
)
|
| 148 |
+
|
| 149 |
+
|
| 150 |
+
examples_dir = "examples"
|
| 151 |
+
if os.path.exists(examples_dir):
|
| 152 |
+
example_data = []
|
| 153 |
+
|
| 154 |
+
files_dict = {}
|
| 155 |
+
for file in os.listdir(examples_dir):
|
| 156 |
+
file_path = os.path.join(examples_dir, file)
|
| 157 |
+
name, ext = os.path.splitext(file)
|
| 158 |
+
|
| 159 |
+
if ext.lower() in [".png", ".jpg", ".jpeg", ".bmp", ".tiff", ".webp"]:
|
| 160 |
+
if name not in files_dict:
|
| 161 |
+
files_dict[name] = {}
|
| 162 |
+
files_dict[name]["image"] = file_path
|
| 163 |
+
elif ext.lower() in [".mp3", ".wav"]:
|
| 164 |
+
if name not in files_dict:
|
| 165 |
+
files_dict[name] = {}
|
| 166 |
+
files_dict[name]["audio"] = file_path
|
| 167 |
+
|
| 168 |
+
for name, files in files_dict.items():
|
| 169 |
+
if "image" in files and "audio" in files:
|
| 170 |
+
example_data.append([
|
| 171 |
+
files["image"],
|
| 172 |
+
files["audio"],
|
| 173 |
+
"480P"
|
| 174 |
+
])
|
| 175 |
+
|
| 176 |
+
if example_data:
|
| 177 |
+
gr.Examples(
|
| 178 |
+
examples=example_data,
|
| 179 |
+
inputs=[ref_img, audio, resolution],
|
| 180 |
+
outputs=output_video,
|
| 181 |
+
fn=app.predict,
|
| 182 |
+
cache_examples=False,
|
| 183 |
+
)
|
| 184 |
+
|
| 185 |
+
demo.launch(
|
| 186 |
+
server_name="0.0.0.0",
|
| 187 |
+
server_port=7860
|
| 188 |
+
)
|
| 189 |
+
|
| 190 |
+
|
| 191 |
+
if __name__ == "__main__":
|
| 192 |
+
start_app()
|