Question

我已将一个函数分配给多处理pool：

with Pool(os.cpu_count() - 1) as p:
    N = len(fpaths)
    p.starmap(resample, zip(fpaths, new_paths, [sr] * N, ['WAV'] * N, [manifest] * N))

它正在更改一些音频文件。一个或两个文件已损坏，采样率为零。这将导致除以零的错误，如下所示：

multiprocessing.pool.RemoteTraceback: 
"""
Traceback (most recent call last):
  File "/opt/conda/lib/python3.7/multiprocessing/pool.py", line 121, in worker
    result = (True, func(*args, **kwds))
  File "/opt/conda/lib/python3.7/multiprocessing/pool.py", line 47, in starmapstar
    return list(itertools.starmap(args[0], args[1]))
  File "/home/jupyter/jn-kaggle/birdsong/who-said-what/wsw/preprocessing.py", line 35, in resample
    audio, sr = librosa.load(old_path, sr=sr)
  File "/opt/conda/lib/python3.7/site-packages/librosa/core/audio.py", line 172, in load
    y = resample(y, sr_native, sr, res_type=res_type)
  File "/opt/conda/lib/python3.7/site-packages/librosa/core/audio.py", line 553, in resample
    ratio = float(target_sr) / orig_sr
ZeroDivisionError: float division by zero
"""

我想处理此错误，但是，我尝试执行的操作似乎无效：

def resample(old_path, new_path, sr, ext='WAV', manifest=None):
    try:
        with warnings.catch_warnings():
            warnings.simplefilter("ignore", UserWarning)
            print(f'Loading {old_path}',)
            audio, sr = librosa.load(old_path, sr=sr)
    except ZeroDivisionError:
        audio, sr = librosa.load(old_path, sr=None)
        print(f'Error loading file at {old_path}. file=sys.stderr)

我知道ZeroDivisionError是直接由librosa.load()函数引起的，该函数从其自身的依赖项中获取了不正确的采样率0。我有一个修复程序，但我需要抓住错误。我该怎么办？

Answer 1

这不是最终答案，但我不想在注释中压缩很多代码：

将异常设为一般，然后重试。我要确保调用了except块。

尝试以下代码：

def resample(old_path, new_path, sr, ext='WAV', manifest=None):
    try:
        print("Start Resample: ", old_path)
        with warnings.catch_warnings():
            warnings.simplefilter("ignore", UserWarning)
            print(f'Loading {old_path}',)
            audio, sr = librosa.load(old_path, sr=sr) # maybe error here
        print("Done Resample: ", old_path)
    except Exception as ex:  # any exception
        # audio, sr = librosa.load(old_path, sr=None) # remove for now
        print('Error: ', ex)

使用`with Pool（）as p`进行错误处理

1 个答案: