o
    soi:                     @  s   d dl mZ d dlZd dlZd dlZd dlZd dlZd dlm  m	  m
  mZ d dlm  m	  m
  mZ d dlmZmZmZ ejejeZejedZdd	d
ZdddZdddZedkrke  dS dS )    )annotationsN)ONNX_MLTensorProtonumpy_helperdataargsargparse.NamespacereturnNonec                 C  s  d dd}t j| jd}tdd	 t |D }| jr;t j|r;t |D ]}ts0|	d
s:t
t j|| q't }| jrI|t 7 }n|t| j7 }d}|D ]}t j| j|j|j}|| |jdkrp|d7 }|jdkrtt j|dd}	tj|j|j|j|jd|	dd W d    n1 sw   Y  qU|jsJ tt j|dd}
|
|j  W d    n1 sw   Y  |jsJ t|jD ]s\}\}}t j|d| }|| t|D ]\}}tt j|d| dd}
|jj j!| j"#dr|
t$%||jj j!| j  ni|jj j!| j"#dr:|
t$&||jj j!| j  nK|jj j!| j"#drX|
t$'||jj j!| j  n-|jj j!| j"#dsfJ t(|t)rt|
|  n|
t$*||jj j!| j  W d    n	1 sw   Y  qt|D ]\}}tt j|d| dd}
|jj j| j"#dr|
t$%||jj j| j  ni|jj j| j"#dr|
t$&||jj j| j  nK|jj j| j"#dr|
t$'||jj j| j  n-|jj j| j"#dsJ t(|t)r#|
|  n|
t$*||jj j| j  W d    n	1 s?w   Y  qqqU| js[||kr]t+j,dt-dd d S d S d S )!Npathstrr	   r
   c                 S  s$   t j| rt|  t |  d S N)osr   existsshutilrmtreemakedirs)r    r   O/home/ubuntu/.local/lib/python3.10/site-packages/onnx/backend/test/cmd_tools.pyprepare_dir   s   
z"generate_data.<locals>.prepare_dirnodec                 S  s   g | ]
}t j|r|qS r   )r   r   isfile).0namer   r   r   
<listcomp>   s    z!generate_data.<locals>.<listcomp>test_ai_onnx_ml_r      realz	data.jsonw)url
model_namertolatolT)	sort_keysz
model.onnxwbtest_data_set_input_z.pbmap_typesequence_typeoptional_typetensor_typeoutput_a  There are some models under 'onnx/backend/test/data/node' which cannot not be generated by the script from 'onnx/backend/test/case/node'. Please add '--clean' option for 'python onnx/backend/test/cmd_tools.py generate-data' to cleanup the existing directories and regenerate them.   )
stacklevel)r   r   r	   r
   ).r   r   joinoutputlenlistdircleanr   r   
startswithr   r   
model_testcollect_testcasesdiff	node_testcollect_diff_testcasesop_typekindr   openjsondumpr   r    r!   r"   modelwriteSerializeToString	data_sets	enumerategraphinputtypeHasFieldr   	from_dict	from_listfrom_optional
isinstancer   
from_arraywarningswarnWarning)r   r   	node_rootoriginal_dir_numbersub_dircasesnode_numbercase
output_dirfifiinputsoutputsdata_set_dirjrD   r/   r   r   r   generate_data   s   







C
r]   c                  C  s   t d} |  }|jddd}|jddddd	d
 |jddtdd |jddd dd |jdddddd
 |jtd |  S )Nzbackend-test-toolszgenerate-datazconvert testcases to test data.)helpz-cz--cleanF
store_truezEClean the output directory before generating data for node testcases.)defaultactionr^   z-oz--outputz'output directory (default: %(default)s))r`   r^   z-tz	--op_typezWop_type for test case generation. (generates test data for the specified op_type only.)z-dz--diffzOonly generates test data for those changed files (compared to the main branch).)func)	argparseArgumentParseradd_subparsers
add_parseradd_argumentDATA_DIRset_defaultsr]   
parse_args)parser
subparsers	subparserr   r   r   rj      sB   
rj   c                  C  s   t  } | |  d S r   )rj   rb   )r   r   r   r   main   s   rn   __main__)r   r   r	   r
   )r	   r   )r	   r
   )
__future__r   rc   r<   r   r   rL   onnx.backend.test.case.modelbackendtestrT   r>   r4   onnx.backend.test.case.noder   r7   onnxr   r   r   r   realpathdirname__file__TOP_DIRr.   rh   r]   rj   rn   __name__r   r   r   r   <module>   s"   

~
&
