
    bIg0                    :    d dl mZ d dlZd dlmZ  G d de      Zy)    )annotationsN)OpRunAiOnnxMlc                      e Zd Z	 	 	 	 ddZy)ImputerNc                V   |t        |      dkD  r|}|}n |t        |      dkD  r|}|}nt        d      t        |t              rt	        j
                  |      }t        |j                        dk7  rt        d|j                         |j                  d   |j                  d   dfvr+t        d|j                  d    d|j                  d          |j                         }t	        j                  |      r`t        |j                  d         D ]B  }|t        ||j                  d   dz
           }	|	|t	        j                  |d d |f         |f<   D |fS t        |j                  d         D ]2  }|t        ||j                  d   dz
           }	|	||d d |f   |k(  |f<   4 |fS )Nr   zMissing are not defined.   z x must be a matrix but shape is    zDimension mismatch z != )len
ValueError
isinstancelistnparrayshape	TypeErrorcopyisnanrangemin)
selfximputed_value_floatsimputed_value_int64sreplaced_value_floatreplaced_value_int64valuesreplaceivals
             c/var/www/html/answerous/venv/lib/python3.12/site-packages/onnx/reference/ops/aionnxml/op_imputer.py_runzImputer._run   s     +4H0IA0M)F*G!-#6J2Ka2O)F*G788fd#XXf%Fqww<1>qwwiHII<<?1771:q/1%fll1o%6d1771:,G  FFH88G1771:& .SFLLOa$789*-"((1QT7#Q&'. t	 1771:& /SFLLOa$789+.!AqD'W$a'(/ t    )NNNN)__name__
__module____qualname__r!    r"   r    r   r      s     "!!!#r"   r   )
__future__r   numpyr   ,onnx.reference.ops.aionnxml._op_run_aionnxmlr   r   r&   r"   r    <module>r*      s    #  F$m $r"   