admin
85 lines
2.6 KiB
Python
85 lines
2.6 KiB
Python
import os
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import logging
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from argparse import Action
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from ast import literal_eval
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CACHE_DIR = os.getenv(
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"AUTOT_CACHE",
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os.path.expanduser("~/.cache/torch/models"),
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)
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# Legacy paths kept for backward compatibility (ignored by LocalAI client)
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WHISPER_DEFAULT_PATH = os.path.join(CACHE_DIR, "whisper")
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PYANNOTE_DEFAULT_PATH = os.path.join(CACHE_DIR, "pyannote")
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PYANNOTE_DEFAULT_CONFIG = os.path.join(PYANNOTE_DEFAULT_PATH, "config.yaml")
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def setup_logging(level: str = "INFO"):
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"""
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Configure root logger to write to stdout so Docker can capture logs.
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Args:
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level: Logging level (DEBUG, INFO, WARNING, ERROR, CRITICAL).
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"""
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numeric_level = getattr(logging, level.upper(), logging.INFO)
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if not isinstance(numeric_level, int):
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numeric_level = logging.INFO
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logging.basicConfig(
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level=numeric_level,
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format="%(asctime)s [%(levelname)s] %(name)s: %(message)s",
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datefmt="%Y-%m-%dT%H:%M:%S%z",
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force=True,
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)
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def set_threads(parse_threads=None, yaml_threads=None):
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"""
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Configure number of threads.
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In LocalAI mode, this is mainly kept for backward compatibility.
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"""
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chosen = None
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if parse_threads is not None:
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if not isinstance(parse_threads, int):
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raise ValueError(
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f"Type of --num-threads must be int, but the type is {type(parse_threads)}"
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)
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elif parse_threads < 1:
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raise ValueError(
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f"Number of threads must be a positive integer, {parse_threads} was given"
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)
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else:
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chosen = parse_threads
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elif yaml_threads is not None:
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if not isinstance(yaml_threads, int):
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raise ValueError(
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f"Type of num_threads must be int, but the type is {type(yaml_threads)}"
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)
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elif yaml_threads < 1:
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raise ValueError(
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f"Number of threads must be a positive integer, {yaml_threads} was given"
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)
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else:
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chosen = yaml_threads
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if chosen is not None:
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os.environ["OMP_NUM_THREADS"] = str(chosen)
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os.environ["MKL_NUM_THREADS"] = str(chosen)
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class ParseKwargs(Action):
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"""
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Custom argparse action to parse keyword arguments.
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"""
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def __call__(self, parser, namespace, values, option_string=None):
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setattr(namespace, self.dest, dict())
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for value in values:
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key, value = value.split("=")
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try:
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value = literal_eval(value)
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except:
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pass
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getattr(namespace, self.dest)[key] = value
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