Spaces:
Running
Running
Create utils.py
Browse files
utils.py
ADDED
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import inspect
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def function_to_schema(func) -> dict:
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type_map = {
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str: "string",
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int: "integer",
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float: "number",
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bool: "boolean",
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list: "array",
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dict: "object",
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type(None): "null",
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}
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try:
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signature = inspect.signature(func)
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except ValueError as e:
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raise ValueError(
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f"Failed to get signature for function {func.__name__}: {str(e)}"
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)
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parameters = {}
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for param in signature.parameters.values():
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try:
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param_type = type_map.get(param.annotation, "string")
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except KeyError as e:
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raise KeyError(
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f"Unknown type annotation {param.annotation} for parameter {param.name}: {str(e)}"
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)
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parameters[param.name] = {"type": param_type}
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required = [
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param.name
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for param in signature.parameters.values()
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if param.default == inspect._empty
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]
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return {
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"type": "function",
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"function": {
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"name": func.__name__,
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"description": func.__doc__ or "",
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"parameters": {
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"type": "object",
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"properties": parameters,
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"required": required,
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},
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},
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}
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