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Runtime error
Runtime error
Update app.py
Browse files
app.py
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from audio_separator.separator import Separator
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from flask import Flask, request, send_file
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import requests
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from pathlib import Path
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separator = Separator()
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'BS-Roformer-Viperx-1296.ckpt': 'model_bs_roformer_ep_368_sdr_12.9628.ckpt',
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'BS-Roformer-Viperx-1053.ckpt': 'model_bs_roformer_ep_937_sdr_10.5309.ckpt',
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'Mel-Roformer-Viperx-1143.ckpt': 'model_mel_band_roformer_ep_3005_sdr_11.4360.ckpt'
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}
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mdx23c_models = [
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'MDX23C_D1581.ckpt',
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'MDX23C-8KFFT-InstVoc_HQ.ckpt',
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'MDX23C-8KFFT-InstVoc_HQ_2.ckpt',
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]
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mdxnet_models = [
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'UVR-MDX-NET-Inst_full_292.onnx',
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'UVR-MDX-NET_Inst_187_beta.onnx',
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'UVR-MDX-NET_Inst_82_beta.onnx',
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'UVR-MDX-NET_Inst_90_beta.onnx',
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'UVR-MDX-NET_Main_340.onnx',
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'UVR-MDX-NET_Main_390.onnx',
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'UVR-MDX-NET_Main_406.onnx',
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'UVR-MDX-NET_Main_427.onnx',
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'UVR-MDX-NET_Main_438.onnx',
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'UVR-MDX-NET-Inst_HQ_1.onnx',
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'UVR-MDX-NET-Inst_HQ_2.onnx',
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'UVR-MDX-NET-Inst_HQ_3.onnx',
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'UVR-MDX-NET-Inst_HQ_4.onnx',
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'UVR_MDXNET_Main.onnx',
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'UVR-MDX-NET-Inst_Main.onnx',
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'UVR_MDXNET_1_9703.onnx',
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'UVR_MDXNET_2_9682.onnx',
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'UVR_MDXNET_3_9662.onnx',
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'UVR-MDX-NET-Inst_1.onnx',
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'UVR-MDX-NET-Inst_2.onnx',
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'UVR-MDX-NET-Inst_3.onnx',
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'UVR_MDXNET_KARA.onnx',
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'UVR_MDXNET_KARA_2.onnx',
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'UVR_MDXNET_9482.onnx',
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'UVR-MDX-NET-Voc_FT.onnx',
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'Kim_Vocal_1.onnx',
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'Kim_Vocal_2.onnx',
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'Kim_Inst.onnx',
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'Reverb_HQ_By_FoxJoy.onnx',
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'UVR-MDX-NET_Crowd_HQ_1.onnx',
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'kuielab_a_vocals.onnx',
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'kuielab_a_other.onnx',
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'kuielab_a_bass.onnx',
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'kuielab_a_drums.onnx',
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'kuielab_b_vocals.onnx',
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'kuielab_b_other.onnx',
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'kuielab_b_bass.onnx',
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'kuielab_b_drums.onnx',
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]
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vrarch_models = [
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'1_HP-UVR.pth',
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'2_HP-UVR.pth',
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'3_HP-Vocal-UVR.pth',
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'4_HP-Vocal-UVR.pth',
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'5_HP-Karaoke-UVR.pth',
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'6_HP-Karaoke-UVR.pth',
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'7_HP2-UVR.pth',
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'8_HP2-UVR.pth',
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'9_HP2-UVR.pth',
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'10_SP-UVR-2B-32000-1.pth',
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'11_SP-UVR-2B-32000-2.pth',
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'12_SP-UVR-3B-44100.pth',
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'13_SP-UVR-4B-44100-1.pth',
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'14_SP-UVR-4B-44100-2.pth',
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'15_SP-UVR-MID-44100-1.pth',
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'16_SP-UVR-MID-44100-2.pth',
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'17_HP-Wind_Inst-UVR.pth',
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'UVR-De-Echo-Aggressive.pth',
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'UVR-De-Echo-Normal.pth',
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'UVR-DeEcho-DeReverb.pth',
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'UVR-DeNoise-Lite.pth',
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'UVR-DeNoise.pth',
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'UVR-BVE-4B_SN-44100-1.pth',
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'MGM_HIGHEND_v4.pth',
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'MGM_LOWEND_A_v4.pth',
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'MGM_LOWEND_B_v4.pth',
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'MGM_MAIN_v4.pth',
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]
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demucs_models = [
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'htdemucs_ft.yaml',
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'htdemucs.yaml',
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'hdemucs_mmi.yaml',
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]
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def roformer_separator(audio, checkpoint_name):
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full_checkpoint_name = roformer_models[checkpoint_name]
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separator.load_model(full_checkpoint_name)
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output_files = separator.separate(audio)
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stem1 = output_files[0]
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stem2 = output_files[1]
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return stem1, stem2
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def mdx_vr_separator(audio, checkpoint_name):
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separator.load_model(checkpoint_name)
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output_files = separator.separate(audio)
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stem1 = output_files[0]
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stem2 = output_files[1]
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return stem1, stem2
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def demucs_separator(audio, checkpoint_name):
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separator.load_model(checkpoint_name)
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output_files = separator.separate(audio)
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stem1 = output_files[0]
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stem2 = output_files[1]
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stem3 = output_files[2]
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stem4 = output_files[3]
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return stem1, stem2, stem3, stem4
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@app.route('/', methods=['GET'])
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def hello():
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return "Hello! This is an api server, and it is running successfully. For usage, please contact the person who hosted this api server."
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@app.route('/api/audio_separation', methods=['GET'])
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def audio_separation():
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try:
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mp3_url = request.args.get('url')
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if not mp3_url:
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return "Error: URL parameter is required", 400
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# 下载MP3文件到本地
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response = requests.get(mp3_url)
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mp3_filename = mp3_url.split('/')[-1]
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with open("/tmp/" + mp3_filename, 'wb') as f:
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# 执行音频分离操作
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mdxnet_stem1, mdxnet_stem2 = mdx_vr_separator([response.content, UVR-MDX-NET-Inst_HQ_3.onnx])
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# 生成分离后的文件名
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vocals_filename = f"{os.path.splitext(mp3_filename)[0]}_vocals.wav"
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no_vocals_filename = f"{os.path.splitext(mp3_filename)[0]}_no_vocals.wav"
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# 保存结果
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with open(vocals_filename, 'wb') as file:
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file.write(mdxnet_stem1)
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with open(no_vocals_filename, 'wb') as file:
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file.write(mdxnet_stem2)
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vocals_url = f"/download/{os.path.basename(vocals_filename)}"
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no_vocals_url = f"/download/{os.path.basename(no_vocals_filename)}"
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except Exception as e:
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@app.route('/download/<filename>', methods=['GET'])
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def download(filename):
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from audio_separator.separator import Separator
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from flask import Flask, request, jsonify, send_file
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import requests
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import os
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import uuid
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from pathlib import Path
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import threading
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import time
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separator = Separator()
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# 任务队列和状态存储
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tasks = {}
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def process_audio_separation(task_id, mp3_url):
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try:
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# 下载MP3文件到本地
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response = requests.get(mp3_url)
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mp3_filename = mp3_url.split('/')[-1]
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with open("/tmp/" + mp3_filename, 'wb') as f:
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f.write(response.content)
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# 执行音频分离操作
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mdxnet_stem1, mdxnet_stem2 = mdx_vr_separator([response.content, 'UVR-MDX-NET-Inst_HQ_3.onnx'])
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# 生成分离后的文件名
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vocals_filename = f"{os.path.splitext(mp3_filename)[0]}_vocals.wav"
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no_vocals_filename = f"{os.path.splitext(mp3_filename)[0]}_no_vocals.wav"
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# 保存结果
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with open(vocals_filename, 'wb') as file:
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file.write(mdxnet_stem1)
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with open(no_vocals_filename, 'wb') as file:
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file.write(mdxnet_stem2)
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# 提供文件的永久直链
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vocals_url = f"/download/{os.path.basename(vocals_filename)}"
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no_vocals_url = f"/download/{os.path.basename(no_vocals_filename)}"
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# 更新任务状态
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tasks[task_id] = {
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"status": "completed",
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"vocals_url": vocals_url,
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"no_vocals_url": no_vocals_url
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}
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except Exception as e:
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tasks[task_id] = {
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"status": "error",
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"message": str(e)
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}
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app = Flask(__name__)
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@app.route('/', methods=['GET'])
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def hello():
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return "Hello! This is an api server, and it is running successfully. For usage, please contact the person who hosted this api server."
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@app.route('/api/audio_separation', methods=['GET'])
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def audio_separation():
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mp3_url = request.args.get('url')
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if not mp3_url:
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return jsonify({"error": "URL parameter is required"}), 400
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task_id = str(uuid.uuid4())
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tasks[task_id] = {"status": "processing"}
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# 异步执行任务
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threading.Thread(target=process_audio_separation, args=(task_id, mp3_url)).start()
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return jsonify({"task_id": task_id}), 202
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@app.route('/api/tasks/<task_id>', methods=['GET'])
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def get_task_status(task_id):
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task = tasks.get(task_id)
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if task:
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return jsonify(task)
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else:
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return jsonify({"error": "Task not found"}), 404
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@app.route('/download/<filename>', methods=['GET'])
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def download(filename):
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