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from typing import Any
from pydantic.fields import FieldInfo
from akkudoktoreos.core.pydantic import PydanticBaseModel
def get_example_or_default(field_name: str, field_info: FieldInfo, example_ix: int) -> Any:
"""Generate a default value for a field, considering constraints."""
if field_info.examples is not None:
try:
return field_info.examples[example_ix]
except IndexError:
return field_info.examples[-1]
if field_info.default is not None:
return field_info.default
raise NotImplementedError(f"No default or example provided '{field_name}': {field_info}")
def get_model_structure_from_examples(
model_class: type[PydanticBaseModel], multiple: bool
) -> list[dict[str, Any]]:
"""Create a model instance with default or example values, respecting constraints."""
example_max_length = 1
# Get first field with examples (non-default) to get example_max_length
if multiple:
for _, field_info in model_class.model_fields.items():
if field_info.examples is not None:
example_max_length = len(field_info.examples)
break
example_data: list[dict[str, Any]] = [{} for _ in range(example_max_length)]
for field_name, field_info in model_class.model_fields.items():
for example_ix in range(example_max_length):
example_data[example_ix][field_name] = get_example_or_default(
field_name, field_info, example_ix
)
return example_data