Format code (#522)

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>

infer_batch_rvc.py

@@ -1,10 +1,11 @@
-'''
+"""
 v1
 runtime\python.exe myinfer-v2-0528.py 0 "E:\codes\py39\RVC-beta\todo-songs" "E:\codes\py39\logs\mi-test\added_IVF677_Flat_nprobe_7.index" harvest "E:\codes\py39\RVC-beta\output" "E:\codes\py39\test-20230416b\weights\mi-test.pth" 0.66 cuda:0 True 3 0 1 0.33
 v2
 runtime\python.exe myinfer-v2-0528.py 0 "E:\codes\py39\RVC-beta\todo-songs" "E:\codes\py39\test-20230416b\logs\mi-test-v2\aadded_IVF677_Flat_nprobe_1_v2.index" harvest "E:\codes\py39\RVC-beta\output_v2" "E:\codes\py39\test-20230416b\weights\mi-test-v2.pth" 0.66 cuda:0 True 3 0 1 0.33
-'''
+"""
 import os, sys, pdb, torch
+
 now_dir = os.getcwd()
 sys.path.append(now_dir)
 import argparse
@@ -13,6 +14,8 @@ import sys
 import torch
 import tqdm as tq
 from multiprocessing import cpu_count
+
+
 class Config:
     def __init__(self, device, is_half):
         self.device = device
@@ -90,6 +93,7 @@ class Config:
 
         return x_pad, x_query, x_center, x_max
 
+
 f0up_key = sys.argv[1]
 input_path = sys.argv[2]
 index_path = sys.argv[3]
@@ -119,25 +123,54 @@ from fairseq import checkpoint_utils
 from scipy.io import wavfile
 
 hubert_model = None
+
+
 def load_hubert():
     global hubert_model
-    models, saved_cfg, task = checkpoint_utils.load_model_ensemble_and_task(["hubert_base.pt"],suffix="",)
+    models, saved_cfg, task = checkpoint_utils.load_model_ensemble_and_task(
+        ["hubert_base.pt"],
+        suffix="",
+    )
     hubert_model = models[0]
     hubert_model = hubert_model.to(device)
-    if(is_half):hubert_model = hubert_model.half()
+    if is_half:
-    else:hubert_model = hubert_model.float()
+        hubert_model = hubert_model.half()
+    else:
+        hubert_model = hubert_model.float()
     hubert_model.eval()
 
+
 def vc_single(sid, input_audio, f0_up_key, f0_file, f0_method, file_index, index_rate):
     global tgt_sr, net_g, vc, hubert_model, version
-    if input_audio is None:return "You need to upload an audio", None
+    if input_audio is None:
+        return "You need to upload an audio", None
     f0_up_key = int(f0_up_key)
     audio = load_audio(input_audio, 16000)
     times = [0, 0, 0]
-    if(hubert_model==None):load_hubert()
+    if hubert_model == None:
+        load_hubert()
     if_f0 = cpt.get("f0", 1)
     # audio_opt=vc.pipeline(hubert_model,net_g,sid,audio,times,f0_up_key,f0_method,file_index,file_big_npy,index_rate,if_f0,f0_file=f0_file)
-    audio_opt=vc.pipeline(hubert_model,net_g,sid,audio,input_audio,times,f0_up_key,f0_method,file_index,index_rate,if_f0,filter_radius,tgt_sr,resample_sr,rms_mix_rate,version,protect,f0_file=f0_file)
+    audio_opt = vc.pipeline(
+        hubert_model,
+        net_g,
+        sid,
+        audio,
+        input_audio,
+        times,
+        f0_up_key,
+        f0_method,
+        file_index,
+        index_rate,
+        if_f0,
+        filter_radius,
+        tgt_sr,
+        resample_sr,
+        rms_mix_rate,
+        version,
+        protect,
+        f0_file=f0_file,
+    )
     print(times)
     return audio_opt
 
@@ -163,8 +196,10 @@ def get_vc(model_path):
     del net_g.enc_q
     print(net_g.load_state_dict(cpt["weight"], strict=False))  # 不加这一行清不干净，真奇葩
     net_g.eval().to(device)
-    if (is_half):net_g = net_g.half()
+    if is_half:
-    else:net_g = net_g.float()
+        net_g = net_g.half()
+    else:
+        net_g = net_g.float()
     vc = VC(tgt_sr, config)
     n_spk = cpt["config"][-3]
     # return {"visible": True,"maximum": n_spk, "__type__": "update"}
@@ -173,9 +208,10 @@ def get_vc(model_path):
 get_vc(model_path)
 audios = os.listdir(input_path)
 for file in tq.tqdm(audios):
-    if file.endswith('.wav'):
+    if file.endswith(".wav"):
-        file_path = input_path + '/' + file
+        file_path = input_path + "/" + file
-        wav_opt=vc_single(0,file_path,f0up_key,None,f0method,index_path,index_rate)
+        wav_opt = vc_single(
-        out_path = opt_path + '/' + file
+            0, file_path, f0up_key, None, f0method, index_path, index_rate
+        )
+        out_path = opt_path + "/" + file
         wavfile.write(out_path, tgt_sr, wav_opt)
-