【Hackathon 7th】add implemention of strtobool

dataset/librispeech/librispeech.py

@@ -30,6 +30,8 @@
 
 from paddlespeech.dataset.download import download
 from paddlespeech.dataset.download import unpack
+from paddlespeech.utils.argparse import strtobool
+
 
 URL_ROOT = "http://openslr.elda.org/resources/12"
 #URL_ROOT = "https://openslr.magicdatatech.com/resources/12"
@@ -63,7 +65,7 @@
 parser.add_argument(
     "--full_download",
     default="True",
-    type=distutils.util.strtobool,
+    type=strtobool,
     help="Download all datasets for Librispeech."
     " If False, only download a minimal requirement (test-clean, dev-clean"
     " train-clean-100). (default: %(default)s)")

examples/ami/sd0/local/ami_prepare.py

@@ -28,7 +28,8 @@
 from ami_splits import get_AMI_split
 from dataio import load_pkl
 from dataio import save_pkl
-from distutils.util import strtobool
+
+from paddlespeech.utils.argparse import strtobool
 
 logger = logging.getLogger(__name__)
 SAMPLERATE = 16000

paddlespeech/s2t/decoders/recog_bin.py

@@ -21,7 +21,8 @@
 
 import configargparse
 import numpy as np
-from distutils.util import strtobool
+
+from paddlespeech.utils.argparse import strtobool
 
 
 def get_parser():

paddlespeech/s2t/exps/whisper/test_wav.py

@@ -27,6 +27,7 @@
 from paddlespeech.s2t.models.whisper import Whisper
 from paddlespeech.s2t.training.cli import default_argument_parser
 from paddlespeech.s2t.utils.log import Log
+from paddlespeech.utils.argparse import strtobool
 
 logger = Log(__name__).getlog()
 
@@ -103,10 +104,7 @@ def main(config, args):
     parser.add_argument(
         "--audio_file", type=str, help="path of the input audio file")
     parser.add_argument(
-        "--debug",
-        type=distutils.util.strtobool,
-        default=False,
-        help="for debug.")
+        "--debug", type=strtobool, default=False, help="for debug.")
     args = parser.parse_args()
 
     config = CfgNode(new_allowed=True)

paddlespeech/s2t/training/cli.py

@@ -16,6 +16,8 @@
 import distutils
 from yacs.config import CfgNode
 
+from paddlespeech.utils.argparse import strtobool
+
 
 class ExtendAction(argparse.Action):
     """
@@ -73,7 +75,7 @@ def default_argument_parser(parser=None):
         '--conf', type=open, action=LoadFromFile, help="config file.")
     parser.add_argument(
         "--debug",
-        type=distutils.util.strtobool,
+        type=strtobool,
         default=False,
         help="logging with debug mode.")
     parser.add_argument(

paddlespeech/s2t/utils/cli_utils.py

@@ -16,11 +16,12 @@
 from collections.abc import Sequence
 
 import numpy
-from distutils.util import strtobool as dist_strtobool
+
+from paddlespeech.utils.argparse import strtobool as dist_strtobool
 
 
 def strtobool(x):
-    # distutils.util.strtobool returns integer, but it's confusing,
+    # paddlespeech.utils.argparse.strtobool returns integer, but it's confusing,
     return bool(dist_strtobool(x))
 
 

paddlespeech/utils/argparse.py

@@ -18,7 +18,9 @@
 
 import distutils
 
-__all__ = ["print_arguments", "add_arguments", "get_commandline_args"]
+__all__ = [
+    "print_arguments", "add_arguments", "get_commandline_args", "strtobool"
+]
 
 
 def get_commandline_args():
@@ -80,6 +82,27 @@ def print_arguments(args, info=None):
     print("-----------------------------------------------------------")
 
 
+def strtobool(value):
+    """Convert a string value to an integer boolean (1 for True, 0 for False).
+
+    The function recognizes the following strings as True (case insensitive):
+    - "yes"
+    - "true"
+    - "1"
+
+    All other values are considered False.
+
+    NOTE: After Python 3.10, the distutils module, particularly distutils.util, has been partially deprecated. To maintain compatibility with existing code, the strtobool function implemented here.
+    """
+    if isinstance(value, bool):
+        return int(value)
+    value = value.strip().lower()
+    if value in ('yes', 'true', '1'):
+        return 1
+    else:
+        return 0
+
+
 def add_arguments(argname, type, default, help, argparser, **kwargs):
     """Add argparse's argument.
 
@@ -91,7 +114,7 @@ def add_arguments(argname, type, default, help, argparser, **kwargs):
         add_argument("name", str, "Jonh", "User name.", parser)
         args = parser.parse_args()
     """
-    type = distutils.util.strtobool if type == bool else type
+    type = strtobool if type == bool else type
     argparser.add_argument(
         "--" + argname,
         default=default,

paddlespeech/vector/cluster/diarization.py

@@ -24,7 +24,6 @@
 import numpy as np
 import scipy
 import sklearn
-from distutils.util import strtobool
 from scipy import linalg
 from scipy import sparse
 from scipy.sparse.csgraph import connected_components
@@ -34,6 +33,8 @@
 from sklearn.cluster._kmeans import k_means
 from sklearn.neighbors import kneighbors_graph
 
+from paddlespeech.utils.argparse import strtobool
+
 
 def _graph_connected_component(graph, node_id):
     """

utils/DER.py

@@ -28,7 +28,8 @@
 import subprocess
 
 import numpy as np
-from distutils.util import strtobool
+
+from paddlespeech.utils.argparse import strtobool
 
 FILE_IDS = re.compile(r"(?<=Speaker Diarization for).+(?=\*\*\*)")
 SCORED_SPEAKER_TIME = re.compile(r"(?<=SCORED SPEAKER TIME =)[\d.]+")

utils/addjson.py

@@ -11,9 +11,10 @@
 import logging
 import sys
 
-from distutils.util import strtobool
 from espnet.utils.cli_utils import get_commandline_args
 
+from paddlespeech.utils.argparse import strtobool
+
 is_python2 = sys.version_info[0] == 2
 
 

utils/apply-cmvn.py

@@ -4,13 +4,13 @@
 
 import kaldiio
 import numpy
-from distutils.util import strtobool
 
 from paddlespeech.audio.transform.cmvn import CMVN
 from paddlespeech.s2t.utils.cli_readers import file_reader_helper
 from paddlespeech.s2t.utils.cli_utils import get_commandline_args
 from paddlespeech.s2t.utils.cli_utils import is_scipy_wav_style
 from paddlespeech.s2t.utils.cli_writers import file_writer_helper
+from paddlespeech.utils.argparse import strtobool
 
 
 def get_parser():

utils/copy-feats.py

@@ -2,13 +2,12 @@
 import argparse
 import logging
 
-from distutils.util import strtobool
-
 from paddlespeech.audio.transform.transformation import Transformation
 from paddlespeech.s2t.utils.cli_readers import file_reader_helper
 from paddlespeech.s2t.utils.cli_utils import get_commandline_args
 from paddlespeech.s2t.utils.cli_utils import is_scipy_wav_style
 from paddlespeech.s2t.utils.cli_writers import file_writer_helper
+from paddlespeech.utils.argparse import strtobool
 
 
 def get_parser():

utils/merge_scp2json.py

@@ -7,9 +7,8 @@
 import sys
 from io import open
 
-from distutils.util import strtobool
-
 from paddlespeech.s2t.utils.cli_utils import get_commandline_args
+from paddlespeech.utils.argparse import strtobool
 
 PY2 = sys.version_info[0] == 2
 sys.stdin = codecs.getreader("utf-8")(sys.stdin if PY2 else sys.stdin.buffer)