Upload app.py
Browse files
app.py
CHANGED
|
@@ -1,8 +1,3 @@
|
|
| 1 |
-
try:
|
| 2 |
-
import spaces
|
| 3 |
-
USING_SPACES = True
|
| 4 |
-
except ImportError:
|
| 5 |
-
USING_SPACES = False
|
| 6 |
import zero
|
| 7 |
import gradio as gr
|
| 8 |
import sys
|
|
@@ -17,15 +12,6 @@ from inference import inference_patch
|
|
| 17 |
from convert import abc2xml, xml2, pdf2img
|
| 18 |
|
| 19 |
|
| 20 |
-
|
| 21 |
-
|
| 22 |
-
def gpu_decorator(func):
|
| 23 |
-
if USING_SPACES:
|
| 24 |
-
return spaces.GPU(func)
|
| 25 |
-
else:
|
| 26 |
-
return func
|
| 27 |
-
|
| 28 |
-
|
| 29 |
# 读取 prompt 组合
|
| 30 |
with open('prompts.txt', 'r') as f:
|
| 31 |
prompts = f.readlines()
|
|
@@ -106,9 +92,9 @@ def convert_files(abc_content, period, composer, instrumentation):
|
|
| 106 |
xml2(filename_base, 'mid')
|
| 107 |
xml2(filename_base_postinst, 'mid')
|
| 108 |
|
| 109 |
-
#
|
| 110 |
-
xml2(filename_base, '
|
| 111 |
-
xml2(filename_base_postinst, '
|
| 112 |
|
| 113 |
# 将PDF转为图片
|
| 114 |
images = pdf2img(filename_base)
|
|
@@ -119,7 +105,7 @@ def convert_files(abc_content, period, composer, instrumentation):
|
|
| 119 |
'xml': f"{filename_base_postinst}.xml",
|
| 120 |
'pdf': f"{filename_base}.pdf",
|
| 121 |
'mid': f"{filename_base_postinst}.mid",
|
| 122 |
-
'
|
| 123 |
'pages': len(images),
|
| 124 |
'current_page': 0,
|
| 125 |
'base': filename_base
|
|
@@ -154,7 +140,7 @@ def update_page(direction, data):
|
|
| 154 |
return new_image, prev_btn_state, next_btn_state, data
|
| 155 |
|
| 156 |
|
| 157 |
-
@
|
| 158 |
def generate_music(period, composer, instrumentation):
|
| 159 |
"""
|
| 160 |
需要保证每次 yield 的返回值数量一致。
|
|
@@ -162,17 +148,33 @@ def generate_music(period, composer, instrumentation):
|
|
| 162 |
1) process_output (中间推理信息)
|
| 163 |
2) final_output (最终 ABC)
|
| 164 |
3) pdf_image (PDF 第一页对应的 png 路径)
|
| 165 |
-
4) audio_player (
|
| 166 |
5) pdf_state (翻页用的 state)
|
| 167 |
"""
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 168 |
if (period, composer, instrumentation) not in valid_combinations:
|
| 169 |
# 如果组合非法,直接抛出错误
|
| 170 |
raise gr.Error("Invalid prompt combination! Please re-select from the period options")
|
| 171 |
|
| 172 |
-
# # Ensure model weights were downloaded successfully
|
| 173 |
-
# if not os.path.exists(model_weights_path):
|
| 174 |
-
# raise gr.Error(f"Model weights not available at {model_weights_path}")
|
| 175 |
-
|
| 176 |
output_queue = queue.Queue()
|
| 177 |
original_stdout = sys.stdout
|
| 178 |
sys.stdout = RealtimeStream(output_queue)
|
|
@@ -202,7 +204,7 @@ def generate_music(period, composer, instrumentation):
|
|
| 202 |
text = output_queue.get(timeout=0.1)
|
| 203 |
process_output += text
|
| 204 |
# 暂时没有最终 ABC,还没有转文件
|
| 205 |
-
yield process_output, final_output_abc, pdf_image, audio_file, pdf_state
|
| 206 |
except queue.Empty:
|
| 207 |
continue
|
| 208 |
|
|
@@ -216,24 +218,38 @@ def generate_music(period, composer, instrumentation):
|
|
| 216 |
|
| 217 |
# 显示转换文件的提示
|
| 218 |
final_output_abc = "Converting files..."
|
| 219 |
-
yield process_output, final_output_abc, pdf_image, audio_file, pdf_state
|
|
|
|
| 220 |
|
| 221 |
# 做文件转换
|
| 222 |
try:
|
| 223 |
file_paths = convert_files(final_result, period, composer, instrumentation)
|
| 224 |
final_output_abc = final_result
|
| 225 |
-
# 拿到第一张图片和
|
| 226 |
if file_paths['pages'] > 0:
|
| 227 |
pdf_image = f"{file_paths['base']}_page_1.png"
|
| 228 |
-
audio_file = file_paths['
|
| 229 |
pdf_state = file_paths # 直接把转换后的信息字典拿来存到 state
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 230 |
except Exception as e:
|
| 231 |
# 如果失败了,把错误信息返回到输出框
|
| 232 |
-
yield process_output, f"Error converting files: {str(e)}", None, None, None
|
| 233 |
return
|
| 234 |
|
| 235 |
-
# 最后一次 yield,带上所有信息
|
| 236 |
-
yield process_output, final_output_abc, pdf_image, audio_file, pdf_state
|
| 237 |
|
| 238 |
|
| 239 |
def get_file(file_type, period, composer, instrumentation):
|
|
@@ -308,6 +324,13 @@ button[size="sm"] {
|
|
| 308 |
gap: 5px; /* 按钮间距 */
|
| 309 |
}
|
| 310 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 311 |
"""
|
| 312 |
|
| 313 |
with gr.Blocks(css=css) as demo:
|
|
@@ -361,7 +384,7 @@ with gr.Blocks(css=css) as demo:
|
|
| 361 |
# 音频播放
|
| 362 |
audio_player = gr.Audio(
|
| 363 |
label="Audio Preview",
|
| 364 |
-
format="
|
| 365 |
interactive=False,
|
| 366 |
# container=False,
|
| 367 |
# elem_id="audio-preview"
|
|
@@ -395,21 +418,14 @@ with gr.Blocks(css=css) as demo:
|
|
| 395 |
elem_classes="page-btn"
|
| 396 |
)
|
| 397 |
|
| 398 |
-
|
| 399 |
-
|
| 400 |
-
gr.
|
| 401 |
-
|
| 402 |
-
|
| 403 |
-
|
| 404 |
-
|
| 405 |
-
|
| 406 |
-
|
| 407 |
-
# save_status = gr.Textbox(
|
| 408 |
-
# label="Save Status",
|
| 409 |
-
# interactive=False,
|
| 410 |
-
# visible=True,
|
| 411 |
-
# max_lines=1
|
| 412 |
-
# )
|
| 413 |
|
| 414 |
# 下拉框联动
|
| 415 |
period_dd.change(
|
|
@@ -427,7 +443,7 @@ with gr.Blocks(css=css) as demo:
|
|
| 427 |
generate_btn.click(
|
| 428 |
generate_music,
|
| 429 |
inputs=[period_dd, composer_dd, instrument_dd],
|
| 430 |
-
outputs=[process_output, final_output, pdf_image, audio_player, pdf_state]
|
| 431 |
)
|
| 432 |
|
| 433 |
# 翻页
|
|
@@ -446,71 +462,10 @@ with gr.Blocks(css=css) as demo:
|
|
| 446 |
outputs=[pdf_image, prev_btn, next_btn, pdf_state]
|
| 447 |
)
|
| 448 |
|
| 449 |
-
# 文件保存按钮
|
| 450 |
-
save_abc.click(
|
| 451 |
-
lambda state: state.get('abc') if state else None,
|
| 452 |
-
inputs=[pdf_state],
|
| 453 |
-
outputs=gr.File(label="abc", visible=True)
|
| 454 |
-
)
|
| 455 |
-
save_xml.click(
|
| 456 |
-
lambda state: state.get('xml') if state else None,
|
| 457 |
-
inputs=[pdf_state],
|
| 458 |
-
outputs=gr.File(label="xml", visible=True)
|
| 459 |
-
)
|
| 460 |
-
save_pdf.click(
|
| 461 |
-
lambda state: state.get('pdf') if state else None,
|
| 462 |
-
inputs=[pdf_state],
|
| 463 |
-
outputs=gr.File(label="pdf", visible=True)
|
| 464 |
-
)
|
| 465 |
-
save_mid.click(
|
| 466 |
-
lambda state: state.get('mid') if state else None,
|
| 467 |
-
inputs=[pdf_state],
|
| 468 |
-
outputs=gr.File(label="midi", visible=True)
|
| 469 |
-
)
|
| 470 |
-
save_wav.click(
|
| 471 |
-
lambda state: state.get('wav') if state else None,
|
| 472 |
-
inputs=[pdf_state],
|
| 473 |
-
outputs=gr.File(label="wav", visible=True)
|
| 474 |
-
)
|
| 475 |
-
|
| 476 |
-
|
| 477 |
|
| 478 |
if __name__ == "__main__":
|
| 479 |
# Configure GPU/CPU handling
|
| 480 |
-
|
| 481 |
-
|
| 482 |
-
|
| 483 |
-
|
| 484 |
-
try:
|
| 485 |
-
if torch.cuda.is_available():
|
| 486 |
-
# Test CUDA initialization with a small operation
|
| 487 |
-
test_tensor = torch.tensor([1.0], device="cuda")
|
| 488 |
-
_ = test_tensor * 2
|
| 489 |
-
return True
|
| 490 |
-
return False
|
| 491 |
-
except Exception as e:
|
| 492 |
-
print(f"CUDA initialization test failed: {e}")
|
| 493 |
-
return False
|
| 494 |
-
|
| 495 |
-
# Check if running on Hugging Face Spaces
|
| 496 |
-
if "SPACE_ID" in os.environ:
|
| 497 |
-
cuda_working = is_cuda_working()
|
| 498 |
-
if cuda_working:
|
| 499 |
-
print("GPU is available and working. Using CUDA.")
|
| 500 |
-
# You might want to set some environment variables or configurations here
|
| 501 |
-
os.environ["PYTORCH_CUDA_ALLOC_CONF"] = "max_split_size_mb:128"
|
| 502 |
-
else:
|
| 503 |
-
print("CUDA not working properly. Forcing CPU mode.")
|
| 504 |
-
os.environ["CUDA_VISIBLE_DEVICES"] = ""
|
| 505 |
-
torch.backends.cudnn.enabled = False
|
| 506 |
-
|
| 507 |
-
# Launch with minimal parameters on Spaces
|
| 508 |
-
demo.launch()
|
| 509 |
-
else:
|
| 510 |
-
# Running locally - use custom server settings and share
|
| 511 |
-
print(f"Running locally with device: {'cuda' if torch.cuda.is_available() else 'cpu'}")
|
| 512 |
-
demo.launch(
|
| 513 |
-
server_name="0.0.0.0",
|
| 514 |
-
server_port=7860,
|
| 515 |
-
share=True # 确保外部访问
|
| 516 |
-
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
import zero
|
| 2 |
import gradio as gr
|
| 3 |
import sys
|
|
|
|
| 12 |
from convert import abc2xml, xml2, pdf2img
|
| 13 |
|
| 14 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 15 |
# 读取 prompt 组合
|
| 16 |
with open('prompts.txt', 'r') as f:
|
| 17 |
prompts = f.readlines()
|
|
|
|
| 92 |
xml2(filename_base, 'mid')
|
| 93 |
xml2(filename_base_postinst, 'mid')
|
| 94 |
|
| 95 |
+
# xml2mp3
|
| 96 |
+
xml2(filename_base, 'mp3')
|
| 97 |
+
xml2(filename_base_postinst, 'mp3')
|
| 98 |
|
| 99 |
# 将PDF转为图片
|
| 100 |
images = pdf2img(filename_base)
|
|
|
|
| 105 |
'xml': f"{filename_base_postinst}.xml",
|
| 106 |
'pdf': f"{filename_base}.pdf",
|
| 107 |
'mid': f"{filename_base_postinst}.mid",
|
| 108 |
+
'mp3': f"{filename_base_postinst}.mp3",
|
| 109 |
'pages': len(images),
|
| 110 |
'current_page': 0,
|
| 111 |
'base': filename_base
|
|
|
|
| 140 |
return new_image, prev_btn_state, next_btn_state, data
|
| 141 |
|
| 142 |
|
| 143 |
+
@spaces.GPU
|
| 144 |
def generate_music(period, composer, instrumentation):
|
| 145 |
"""
|
| 146 |
需要保证每次 yield 的返回值数量一致。
|
|
|
|
| 148 |
1) process_output (中间推理信息)
|
| 149 |
2) final_output (最终 ABC)
|
| 150 |
3) pdf_image (PDF 第一页对应的 png 路径)
|
| 151 |
+
4) audio_player (mp3 路径)
|
| 152 |
5) pdf_state (翻页用的 state)
|
| 153 |
"""
|
| 154 |
+
# Set a different random seed each time based on current timestamp
|
| 155 |
+
random_seed = int(time.time()) % 10000
|
| 156 |
+
random.seed(random_seed)
|
| 157 |
+
|
| 158 |
+
# For numpy if you're using it
|
| 159 |
+
try:
|
| 160 |
+
import numpy as np
|
| 161 |
+
np.random.seed(random_seed)
|
| 162 |
+
except ImportError:
|
| 163 |
+
pass
|
| 164 |
+
|
| 165 |
+
# For torch if you're using it
|
| 166 |
+
try:
|
| 167 |
+
import torch
|
| 168 |
+
torch.manual_seed(random_seed)
|
| 169 |
+
if torch.cuda.is_available():
|
| 170 |
+
torch.cuda.manual_seed_all(random_seed)
|
| 171 |
+
except ImportError:
|
| 172 |
+
pass
|
| 173 |
+
|
| 174 |
if (period, composer, instrumentation) not in valid_combinations:
|
| 175 |
# 如果组合非法,直接抛出错误
|
| 176 |
raise gr.Error("Invalid prompt combination! Please re-select from the period options")
|
| 177 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 178 |
output_queue = queue.Queue()
|
| 179 |
original_stdout = sys.stdout
|
| 180 |
sys.stdout = RealtimeStream(output_queue)
|
|
|
|
| 204 |
text = output_queue.get(timeout=0.1)
|
| 205 |
process_output += text
|
| 206 |
# 暂时没有最终 ABC,还没有转文件
|
| 207 |
+
yield process_output, final_output_abc, pdf_image, audio_file, pdf_state, gr.update(value=None, visible=False)
|
| 208 |
except queue.Empty:
|
| 209 |
continue
|
| 210 |
|
|
|
|
| 218 |
|
| 219 |
# 显示转换文件的提示
|
| 220 |
final_output_abc = "Converting files..."
|
| 221 |
+
yield process_output, final_output_abc, pdf_image, audio_file, pdf_state, gr.update(value=None, visible=False)
|
| 222 |
+
|
| 223 |
|
| 224 |
# 做文件转换
|
| 225 |
try:
|
| 226 |
file_paths = convert_files(final_result, period, composer, instrumentation)
|
| 227 |
final_output_abc = final_result
|
| 228 |
+
# 拿到第一张图片和 mp3 文件
|
| 229 |
if file_paths['pages'] > 0:
|
| 230 |
pdf_image = f"{file_paths['base']}_page_1.png"
|
| 231 |
+
audio_file = file_paths['mp3']
|
| 232 |
pdf_state = file_paths # 直接把转换后的信息字典拿来存到 state
|
| 233 |
+
|
| 234 |
+
# 准备下载文件列表
|
| 235 |
+
download_list = []
|
| 236 |
+
if 'abc' in file_paths and os.path.exists(file_paths['abc']):
|
| 237 |
+
download_list.append(file_paths['abc'])
|
| 238 |
+
if 'xml' in file_paths and os.path.exists(file_paths['xml']):
|
| 239 |
+
download_list.append(file_paths['xml'])
|
| 240 |
+
if 'pdf' in file_paths and os.path.exists(file_paths['pdf']):
|
| 241 |
+
download_list.append(file_paths['pdf'])
|
| 242 |
+
if 'mid' in file_paths and os.path.exists(file_paths['mid']):
|
| 243 |
+
download_list.append(file_paths['mid'])
|
| 244 |
+
if 'mp3' in file_paths and os.path.exists(file_paths['mp3']):
|
| 245 |
+
download_list.append(file_paths['mp3'])
|
| 246 |
except Exception as e:
|
| 247 |
# 如果失败了,把错误信息返回到输出框
|
| 248 |
+
yield process_output, f"Error converting files: {str(e)}", None, None, None, gr.update(value=None, visible=False)
|
| 249 |
return
|
| 250 |
|
| 251 |
+
# 最后一次 yield,带上所有信息 - 修改此处让组件可见
|
| 252 |
+
yield process_output, final_output_abc, pdf_image, audio_file, pdf_state, gr.update(value=download_list, visible=True)
|
| 253 |
|
| 254 |
|
| 255 |
def get_file(file_type, period, composer, instrumentation):
|
|
|
|
| 324 |
gap: 5px; /* 按钮间距 */
|
| 325 |
}
|
| 326 |
|
| 327 |
+
/* Download files styling */
|
| 328 |
+
.download-files {
|
| 329 |
+
margin-top: 15px;
|
| 330 |
+
border-radius: 8px;
|
| 331 |
+
box-shadow: 0 2px 8px rgba(0,0,0,0.1);
|
| 332 |
+
}
|
| 333 |
+
|
| 334 |
"""
|
| 335 |
|
| 336 |
with gr.Blocks(css=css) as demo:
|
|
|
|
| 384 |
# 音频播放
|
| 385 |
audio_player = gr.Audio(
|
| 386 |
label="Audio Preview",
|
| 387 |
+
format="mp3",
|
| 388 |
interactive=False,
|
| 389 |
# container=False,
|
| 390 |
# elem_id="audio-preview"
|
|
|
|
| 418 |
elem_classes="page-btn"
|
| 419 |
)
|
| 420 |
|
| 421 |
+
with gr.Column():
|
| 422 |
+
gr.Markdown("**Download Files:**")
|
| 423 |
+
download_files = gr.Files(
|
| 424 |
+
label="Generated Files",
|
| 425 |
+
visible=False,
|
| 426 |
+
elem_classes="download-files",
|
| 427 |
+
type="filepath" # Make sure this is set to filepath
|
| 428 |
+
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 429 |
|
| 430 |
# 下拉框联动
|
| 431 |
period_dd.change(
|
|
|
|
| 443 |
generate_btn.click(
|
| 444 |
generate_music,
|
| 445 |
inputs=[period_dd, composer_dd, instrument_dd],
|
| 446 |
+
outputs=[process_output, final_output, pdf_image, audio_player, pdf_state, download_files]
|
| 447 |
)
|
| 448 |
|
| 449 |
# 翻页
|
|
|
|
| 462 |
outputs=[pdf_image, prev_btn, next_btn, pdf_state]
|
| 463 |
)
|
| 464 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 465 |
|
| 466 |
if __name__ == "__main__":
|
| 467 |
# Configure GPU/CPU handling
|
| 468 |
+
demo.launch(
|
| 469 |
+
server_name="0.0.0.0",
|
| 470 |
+
server_port=7860
|
| 471 |
+
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|