o
    Zh                  	   @   sH  U d dl mZ d dlmZmZmZmZ d dlmZ d dl	Z
d dlmZmZmZ eeegef Zeeegef Zi Zeee ef ed< i Zeee ee f ed< edZed	Zed
Z	d)dee dedee ddfddZdee ddfddZdededee fddZdeeef dedee fddZdee dedee fddZde edf dedee fddZ!dededee fdd Z"deeef dedefd!d"Z#dee dedefd#d$Z$de edf dedefd%d&Z%dededefd'd(Z&eeee# eeee$ ee e!e% e
j'j(D ]	Z)ee)e!e% qeee"e& dS )*    )
namedtuple)AnyCallableOptionalTypeVar)
NamedTupleN)PyTreetree_flattenTreeSpecSUPPORTED_NODESSUPPORTED_NODES_EXACT_MATCH_T_K_Vclsflatten_fn_specflatten_fn_exact_match_specreturnc                 C   s   |t | < |t| < d S Nr   r   )r   r   r    r   ?/var/www/auris/lib/python3.10/site-packages/torch/fx/_pytree.pyregister_pytree_flatten_spec   s   r   c                 C   s   t | = t| = d S r   r   )r   r   r   r   _deregister_pytree_flatten_spec   s   
r   pytreespecc           
      C   s   |  r| gS |jtv r.t|j }|| |}g }t||jD ]\}}t||}||7 }q|S t| \}}	||	krFtd|	 d|  d| d|S )Nz
Real spec z of object z! is different from expected spec z_. Please file an issue at https://github.com/pytorch/pytorch/issues/new?template=bug-report.yml)Zis_leaftyper   zipZchildren_specstree_flatten_specr	   RuntimeError)
r   r   r   Zchild_pytreesresultchildZ
child_specZflatZflat_resultZ	real_specr   r   r   r   $   s    




r   dc                    s    fdd|j D S )Nc                       g | ]} | qS r   r   ).0kr"   r   r   
<listcomp>A       z&_dict_flatten_spec.<locals>.<listcomp>)contextr"   r   r   r&   r   _dict_flatten_spec@   s   r+   c                        fddt |jD S )Nc                    r#   r   r   r$   ir&   r   r   r'   E   r(   z&_list_flatten_spec.<locals>.<listcomp>rangenum_childrenr*   r   r&   r   _list_flatten_specD      r2   .c                    r,   )Nc                    r#   r   r   r-   r&   r   r   r'   I   r(   z'_tuple_flatten_spec.<locals>.<listcomp>r/   r*   r   r&   r   _tuple_flatten_specH   r3   r4   c                    r,   )Nc                    r#   r   r   r-   r&   r   r   r'   M   r(   z,_namedtuple_flatten_spec.<locals>.<listcomp>r/   r*   r   r&   r   _namedtuple_flatten_specL   r3   r5   c                 C      t | |jkS r   lenr1   r*   r   r   r   _dict_flatten_spec_exact_matchP      r9   c                 C   r6   r   r7   r*   r   r   r   _list_flatten_spec_exact_matchT   r:   r;   c                 C   r6   r   r7   r*   r   r   r   _tuple_flatten_spec_exact_matchX   r:   r<   c                 C   r6   r   r7   r*   r   r   r   $_namedtuple_flatten_spec_exact_match\   r:   r=   r   )*collectionsr   typingr   r   r   r   Ztyping_extensionsr   Ztorch.return_typesZtorchZtorch.utils._pytreer   r	   r
   listZFlattenFuncSpecboolZFlattenFuncExactMatchSpecr   dictr   __annotations__r   r   r   r   r   r   r   r+   r2   tupler4   r5   r9   r;   r<   r=   Zreturn_typesZall_return_typesreturn_typer   r   r   r   <module>   sx    
	

""