o s::jV@sddZddlmZddlZddlmZmZddlmZ   ddddZ  ddddZ dddZ dS) zFFunction for manipulating input parameters of an Op or a OnnxFunction.) annotationsN)Any OrderedDict)irTF op_signatureir.schemas.OpSignature fill_defaultsboolallow_extra_kwargsallow_extra_argsreturn'tuple[list[Any], OrderedDict[str, Any]]cCsndd|jD}t||}|r|std|dg}t} d} t|jD]n\} } | } | o4| j}|rEd} | || dg}q(| t |kr]| rU| || q(|| | | j <q(| j |vrv| rm| || j q(|| j | | j <q(t | tjjr| r|r| jj| | j <q(| jrtd| d q(|s| st |t |jkrtd t |jd t ||| fS) aaSeparate Python args and kwargs into ONNX inputs and attributes. Args: op_signature: The operator signature containing parameter information. args: The Python positional arguments supplied by the caller. kwargs: The Python keyword arguments supplied by the caller. fill_defaults: Whether to fill the default values for attributes. allow_extra_kwargs: Whether to allow extra keyword arguments. When set to True, extra/unknown arguments will be ignored. allow_extra_args: Whether to allow extra positional arguments beyond what the schema declares (when no variadic parameter exists). When set to False, a TypeError is raised for extra args. Returns: A tuple of two elements: - A list of ONNX inputs. - An ordered dictionary of ONNX attribute names and values. Raises: TypeError: When allow_extra_kwargs is False and there are unknown kwargs. TypeError: When allow_extra_args is False and there are extra positional args. TypeError: When a required input is not provided. cSh|]}|jqSname.0paramrrn/home/nk/hobo-godmode/plappi-mvp/.venv/lib/python3.10/site-packages/onnxscript/_internal/param_manipulation.py /z;separate_input_attributes_from_arguments..Unexpected keyword arguments ''FTNzRequired input '' was not providedz(Too many positional arguments: expected z, got )paramsset difference TypeError collectionsr enumerateis_paramvariadicextendlenappendr isinstancerschemasAttributeParameter has_defaultdefaultvaluerequired)rargskwargsrr r all_param_names extra_kwargs onnx_inputsonnx_attributes has_variadiciris_input is_variadicrrr(separate_input_attributes_from_arguments sJ"   r7tuple[list[tuple[Any, ir.schemas.Parameter | ir.schemas.AttributeParameter]], dict[str, tuple[Any, ir.schemas.Parameter | ir.schemas.AttributeParameter]]]c sdd|jD}t||}|r|std|dg}i}t|jD]d\} o.j} | rD|fdd|| dDg}q$| t|krT| || fq$j |vrd|j f|j <q$ r}|r|j } ruj j} | f|j <q$jrtdd q$||fS) aTag Python args and kwargs with matching ONNX Parameter/AttributeParameter. Args: op_signature: The operator signature containing parameter information. args: The Python positional arguments supplied by the caller. kwargs: The Python keyword arguments supplied by the caller. fill_defaults: Whether to fill the default values for attributes. allow_extra_kwargs: Whether to allow extra keyword arguments. When set to True, extra/unknown arguments will be ignored. Returns: A tuple of two elements: - A list of tuple of Python positional argument and Parameter/AttributeParameter. - An ordered dictionary of Python keyword argument names and tuple of argument value and Parameter/AttributeParameter. Raises: TypeError: When allow_extra_kwargs is False and there are unknown kwargs. TypeError: When a required input is not provided. cSrrrrrrrr~rz/tag_arguments_with_signature..rrc3s|]}|fVqdS)Nr)rargrrr sz/tag_arguments_with_signature..NzRequired input/attribute 'r)rrrrr r!r"r#r$r%rr)r* is_attributer+r,) rr-r.rr r/r0 tagged_args tagged_kwargsr4r6 default_valuerr:rtag_arguments_with_signature]s8!   r@inputs list[Any] attributesdict[str, Any]cCsbt|jD])\}}|j|vr.t|tjjo|j}|r$||d||j<q|r.|d||j<q|S)zHReturn the inputs and attributes to the order of the function signature.Nr) r rrr&rr' Parameterr"pop)rrArCidxrr6rrr turn_to_kwargs_to_avoid_orderings rH)TFT) rrrr r r r r r r )TF)rrrr r r r r8)rrrArBrCrDr rD) __doc__ __future__rrtypingrr onnxscriptrr7r@rHrrrrs   T E