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SETTINGS type and key checks (#14703)

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Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
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Glenn Jocher 2024-07-26 05:28:17 +02:00 • committed by GitHub
parent 9130399974
commit 673e76b862
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1 changed files with 13 additions and 7 deletions
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20
ultralytics/utils/__init__.py
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@ -975,6 +975,11 @@ class SettingsManager(dict):
"tensorboard": True,
"wandb": True,
}
self.help_msg = (
f"\nView settings with 'yolo settings' or at '{self.file}'"
"\nUpdate settings with 'yolo settings key=value', i.e. 'yolo settings runs_dir=path/to/dir'. "
"For help see https://docs.ultralytics.com/quickstart/#ultralytics-settings."
)
super().__init__(copy.deepcopy(self.defaults))
@ -986,15 +991,10 @@ class SettingsManager(dict):
correct_keys = self.keys() == self.defaults.keys()
correct_types = all(type(a) is type(b) for a, b in zip(self.values(), self.defaults.values()))
correct_version = check_version(self["settings_version"], self.version)
help_msg = (
f"\nView settings with 'yolo settings' or at '{self.file}'"
"\nUpdate settings with 'yolo settings key=value', i.e. 'yolo settings runs_dir=path/to/dir'. "
"For help see https://docs.ultralytics.com/quickstart/#ultralytics-settings."
)
if not (correct_keys and correct_types and correct_version):
LOGGER.warning(
"WARNING ⚠️ Ultralytics settings reset to default values. This may be due to a possible problem "
f"with your settings or a recent ultralytics package update. {help_msg}"
f"with your settings or a recent ultralytics package update. {self.help_msg}"
)
self.reset()
@ -1002,7 +1002,7 @@ class SettingsManager(dict):
LOGGER.warning(
f"WARNING ⚠️ Ultralytics setting 'datasets_dir: {self.get('datasets_dir')}' "
f"must be different than 'runs_dir: {self.get('runs_dir')}'. "
f"Please change one to avoid possible issues during training. {help_msg}"
f"Please change one to avoid possible issues during training. {self.help_msg}"
)
def load(self):
@ -1015,6 +1015,12 @@ class SettingsManager(dict):
def update(self, *args, **kwargs):
"""Updates a setting value in the current settings."""
for k, v in kwargs.items():
if k not in self.defaults:
raise KeyError(f"No Ultralytics setting '{k}'. {self.help_msg}")
t = type(self.defaults[k])
if not isinstance(v, t):
raise TypeError(f"Ultralytics setting '{k}' must be of type '{t}', not '{type(v)}'. {self.help_msg}")
super().update(*args, **kwargs)
self.save()