o
    vZhz1                     @  s   d dl mZ d dlmZ d dlmZ d dlmZ d dlm	Z	 d dl
Z
d dlmZmZmZmZ e	r6d dlmZ ed	d
G dd dZdddZdddZdddZdddZdS )    )annotations)defaultdict)Iterable)	dataclass)TYPE_CHECKINGN)merge_debug_infomerge_operator_dictsSelectiveBuildOperatorstrip_operator_overload_name)NativeFunctionT)frozenc                   @  s   e Zd ZU ded< ded< ded< ded< ded	< d
ed< d
ed< ded< ed:ddZed;ddZed<ddZed=ddZed>dd Z	d?d"d#Z
d@d&d'Zd?d(d)Zd@d*d+Zd?d,d-ZdAd0d1ZdBd5d6ZdCd7d8Zd9S )DSelectiveBuilderboolinclude_all_operatorsztuple[str, ...] | None_debug_infoz!dict[str, SelectiveBuildOperator]	operatorsdict[str, list[str]]kernel_metadataet_kernel_metadataset[str]custom_classesbuild_featuresinclude_all_non_op_selectivesreturnc                   C  s   t ddiS )Nr   Tr   from_yaml_dict r   r   P/var/www/auris/lib/python3.10/site-packages/torchgen/selective_build/selector.pyget_nop_selectorF   s   z!SelectiveBuilder.get_nop_selectordatadict[str, object]c              	   C  s  h d}t |  }t|| dkrtdd|| | dd}t|ts+J d }d| v rE| d }t|t	s<J t
dd	 |D }i }| d
i }t|tsTJ | D ]\}}	t||	||< qXi }
| di }t|tstJ | D ]\}}	dd |	D |
t|< qx| di }t|tsJ | dg }t|tsJ t |}| dg }t|tsJ t |}| dd}t|tsJ t||||
||||S )N>   r   r   r   r   r   
debug_infor   r   r   z!Got unexpected top level keys: {},r   Fr!   c                 s  s    | ]}t |V  qd S Nstr).0xr   r   r   	<genexpr>e   s    z2SelectiveBuilder.from_yaml_dict.<locals>.<genexpr>r   r   c                 S  s   g | ]}t |qS r   r$   )r&   dtyper   r   r   
<listcomp>s   s    z3SelectiveBuilder.from_yaml_dict.<locals>.<listcomp>r   r   r   r   )setkeyslen	Exceptionformatjoinget
isinstancer   listtupledictitemsr	   r   r%   r   r   )r   Zvalid_top_level_keysZtop_level_keysr   r!   Zdi_listr   Zoperators_dictkvr   Zkernel_metadata_dictr   r   r   r   r   r   r   r   J   sZ   
zSelectiveBuilder.from_yaml_dictconfig_contentsr%   c                 C  s   t | }t|S r#   )yaml	safe_loadr   r   )r9   contentsr   r   r   from_yaml_str   s   

zSelectiveBuilder.from_yaml_strconfig_pathc                 C  s@   t | }t|}t|W  d    S 1 sw   Y  d S r#   )openr:   r;   r   r   )r>   fr<   r   r   r   from_yaml_path   s   

$zSelectiveBuilder.from_yaml_path
allow_listis_root_operatoris_used_for_trainingc                 C  s0   i }| D ]}|||dd||< qt |ddS )NT)namerC   rD   include_all_overloads)r   r   r   )rB   rC   rD   r   opr   r   r   &from_legacy_op_registration_allow_list   s   z7SelectiveBuilder.from_legacy_op_registration_allow_listrE   c                 C  s6   | j rdS || jv rdS t|}|| jv o| j| jS NT)r   r   r
   rF   )selfrE   r   r   r   is_operator_selected   s   
z%SelectiveBuilder.is_operator_selectedfuncr   c                 C     t |}| |S r#   )op_name_from_native_functionrK   rJ   rL   op_namer   r   r   is_native_function_selected      
z,SelectiveBuilder.is_native_function_selectedc                 C  st   |  |sdS | jrdS tddddd d}|}|| jv r!| j| }t|}|}|| jv r1| j| }|jp9|jo9|jS )NFT )rE   rC   rD   rF   r   )rK   r   r	   r   r
   rD   rF   )rJ   rE   Znot_training_oprG   base_opr   r   r   !is_operator_selected_for_training   s*   





z2SelectiveBuilder.is_operator_selected_for_trainingc                 C  rM   r#   )rN   rU   rO   r   r   r   (is_native_function_selected_for_training   rR   z9SelectiveBuilder.is_native_function_selected_for_trainingc                 C  s^   |  |sdS | jrdS || jv r| j| }|jS t|}|| jvr$dS | j| }|jo.|jS )NFT)rK   r   r   rC   r
   rF   )rJ   rE   rG   rT   r   r   r   rC      s   




z!SelectiveBuilder.is_root_operator
kernel_tagr)   c                 C  s(   | j s| jrdS || jv o|| j| v S rI   )r   r   r   )rJ   rW   r)   r   r   r   is_kernel_dtype_selected   s
   
z)SelectiveBuilder.is_kernel_dtype_selectedrP   
kernel_key	list[str]c                 C  s   || j vr| jr
|S g S t }| j | D ]3}d}|D ]}|dkr7|dd |dd kr7|| d} nq|sGd|vrBtd|d qt|S )zF
        Return a list of kernel keys that cover the used ops
        Fdefault/   TzMissing kernel for the model)r   r   r+   splitaddr.   r3   )rJ   rP   rY   Z
result_setZmodel_kernel_keysZ	key_foundkeyr   r   r   et_get_selected_kernels   s$   


z(SelectiveBuilder.et_get_selected_kernelsc                 C  s   | j | jd}i }| j D ]
\}}| ||< q||d< | jd ur)t| j|d< dd | j D |d< | j|d< t| j	|d< t| j
|d	< |S )
N)r   r   r   r!   c                 S     i | ]	\}}|t |qS r   sorted)r&   r7   r8   r   r   r   
<dictcomp>  s    z,SelectiveBuilder.to_dict.<locals>.<dictcomp>r   r   r   r   )r   r   r   r6   to_dictr   rd   r   r   r   r   )rJ   retr   rP   rG   r   r   r   rf     s    


zSelectiveBuilder.to_dictN)r   r   )r   r    r   r   )r9   r%   r   r   )r>   r%   r   r   )rB   r   rC   r   rD   r   r   r   )rE   r%   r   r   )rL   r   r   r   )rW   r%   r)   r%   r   r   )rP   r%   rY   rZ   r   rZ   )r   r    )__name__
__module____qualname____annotations__staticmethodr   r   r=   rA   rH   rK   rQ   rU   rV   rC   rX   ra   rf   r   r   r   r   r      s6   
 C

	




	r   lhsr   rhsr   c                 C  sV   i }t |  t |  D ]\}}t|}||v r"|t|| O }t |||< q|S r#   )r3   r6   r+   )rm   rn   r   Ztag_nameZdtypesZdtypes_copyr   r   r   merge_kernel_metadata'  s    ro   c                 C  sd   t t}t|  t|  D ]}|| | |g  || ||g  qdd | D S )Nc                 S  rb   r   rc   )r&   rG   valr   r   r   re   ?  s    z,merge_et_kernel_metadata.<locals>.<dictcomp>)r   r+   r3   r,   updater1   r6   )rm   rn   merge_et_kernel_metadatarG   r   r   r   rr   6  s
   rr   c           
   	   C  s   | j p|j }t| j|j}t| j|j}t| j|j}t| j|j}| j	p'|j	}| j
|j
}| j|j}	t|||||||	|S r#   )r   r   r   r   r   ro   r   rr   r   r   r   unionr   r   )
rm   rn   r   r!   r   r   r   r   r   r   r   r   r   combine_selective_buildersB  s*   
rt   r@   r   r%   c                 C  s   | j  d| jj S )Nz::)	namespacerL   rE   )r@   r   r   r   rN   ]  s   rN   )rm   r   rn   r   r   r   )rm   r   rn   r   r   r   )r@   r   r   r%   )
__future__r   collectionsr   collections.abcr   dataclassesr   typingr   r:   Z!torchgen.selective_build.operatorr   r   r	   r
   Ztorchgen.modelr   r   ro   rr   rt   rN   r   r   r   r   <module>   s"    
  


