回传数据解析,兼容v5和v10
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66
tracking/utils/iterYaml.py
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66
tracking/utils/iterYaml.py
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# -*- coding: utf-8 -*-
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"""
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Created on Sun Dec 31 17:07:09 2023
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@author: ym
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"""
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from pathlib import Path
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from types import SimpleNamespace
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import re
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import yaml
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class IterableSimpleNamespace(SimpleNamespace):
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"""
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Ultralytics IterableSimpleNamespace is an extension class of SimpleNamespace that adds iterable functionality and
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enables usage with dict() and for loops.
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"""
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def __iter__(self):
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"""Return an iterator of key-value pairs from the namespace's attributes."""
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return iter(vars(self).items())
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def __str__(self):
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"""Return a human-readable string representation of the object."""
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return '\n'.join(f'{k}={v}' for k, v in vars(self).items())
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def __getattr__(self, attr):
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"""Custom attribute access error message with helpful information."""
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name = self.__class__.__name__
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raise AttributeError(f"""
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'{name}' object has no attribute '{attr}'. This may be caused by a modified or out of date ultralytics
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'default.yaml' file.\nPlease update your code with 'pip install -U ultralytics' and if necessary replace
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DEFAULT_CFG_PATH with the latest version from
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https://github.com/ultralytics/ultralytics/blob/main/ultralytics/cfg/default.yaml
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""")
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def get(self, key, default=None):
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"""Return the value of the specified key if it exists; otherwise, return the default value."""
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return getattr(self, key, default)
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def yaml_load(file='data.yaml', append_filename=False):
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"""
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Load YAML data from a file.
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Args:
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file (str, optional): File name. Default is 'data.yaml'.
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append_filename (bool): Add the YAML filename to the YAML dictionary. Default is False.
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Returns:
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(dict): YAML data and file name.
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"""
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assert Path(file).suffix in ('.yaml', '.yml'), f'Attempting to load non-YAML file {file} with yaml_load()'
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with open(file, errors='ignore', encoding='utf-8') as f:
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s = f.read() # string
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# Remove special characters
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if not s.isprintable():
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s = re.sub(r'[^\x09\x0A\x0D\x20-\x7E\x85\xA0-\uD7FF\uE000-\uFFFD\U00010000-\U0010ffff]+', '', s)
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# Add YAML filename to dict and return
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data = yaml.safe_load(s) or {} # always return a dict (yaml.safe_load() may return None for empty files)
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if append_filename:
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data['yaml_file'] = str(file)
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return data
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