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Add support for connecting Enum values as parameters

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This commit is contained in:
allegroai
2022-11-11 15:49:24 +02:00
parent d0db6ea919
commit e55d113258
3 changed files with 57 additions and 20 deletions
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33
clearml/backend_interface/task/task.py
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@@ -160,7 +160,7 @@ class Task(IdObjectBase, AccessMixin, SetupUploadMixin):
self._curr_label_stats = {}
self._raise_on_validation_errors = raise_on_validation_errors
self._parameters_allowed_types = tuple(set(
six.string_types + six.integer_types + (six.text_type, float, list, tuple, dict, type(None))
six.string_types + six.integer_types + (six.text_type, float, list, tuple, dict, type(None), Enum)
))
self._app_server = None
self._files_server = None
@@ -1056,6 +1056,10 @@ class Task(IdObjectBase, AccessMixin, SetupUploadMixin):
except TypeError:
pass
if isinstance(value, Enum):
# remove the class name
return str_value.partition(".")[2]
return str_value
if not all(isinstance(x, (dict, Iterable)) for x in args):
@@ -1081,11 +1085,10 @@ class Task(IdObjectBase, AccessMixin, SetupUploadMixin):
}
if not_allowed:
self.log.warning(
"Skipping parameter: {}, only builtin types are supported ({})".format(
', '.join('%s[%s]' % p for p in not_allowed.items()),
', '.join(t.__name__ for t in self._parameters_allowed_types))
"Parameters must be of builtin type ({})".format(
", ".join("%s[%s]" % p for p in not_allowed.items()),
)
)
new_parameters = {k: v for k, v in new_parameters.items() if k not in not_allowed}
use_hyperparams = Session.check_min_api_version('2.9')
@@ -1135,12 +1138,24 @@ class Task(IdObjectBase, AccessMixin, SetupUploadMixin):
if param_type and not isinstance(param_type, str):
param_type = param_type.__name__ if hasattr(param_type, '__name__') else str(param_type)
def create_description():
if org_param:
return org_param.description
created_description = ""
if org_k in descriptions:
created_description = descriptions[org_k]
if isinstance(v, Enum):
# append enum values to description
created_description += "Values:\n" + ",\n".join(
[enum_key for enum_key in type(v).__dict__.keys() if not enum_key.startswith("_")]
)
return created_description
section[key] = tasks.ParamsItem(
section=section_name, name=key,
section=section_name,
name=key,
value=stringify(v),
description=descriptions[org_k] if org_k in descriptions else (
org_param.description if org_param is not None else None
),
description=create_description(),
type=param_type,
)
hyperparams[section_name] = section