a
    d                     @  s   d Z ddlmZ ddlmZmZ ddlZddlZddlZddl	Z	ddl
mZmZ ddlZddlmZ ddlmZmZmZ ddlZddlmZmZ dd	lmZ erdd
lmZ ddlmZ G dd deZ G dd deZ!dd Z"dS )a  
Test extension array for storing nested data in a pandas container.

The JSONArray stores lists of dictionaries. The storage mechanism is a list,
not an ndarray.

Note
----
We currently store lists of UserDicts. Pandas has a few places
internally that specifically check for dicts, and does non-scalar things
in that case. We *want* the dictionaries to be treated as scalars, so we
hack around pandas by using UserDicts.
    )annotations)UserDictabcN)TYPE_CHECKINGAny'construct_1d_object_array_from_listlike)is_bool_dtypeis_list_likepandas_dtype)ExtensionArrayExtensionDtype)unpack_tuple_and_ellipses)Mapping)type_tc                   @  s8   e Zd ZU ejZdZe Zde	d< e
ddddZdS )		JSONDtypejsonzMapping[str, Any]na_valueztype_t[JSONArray]returnc                 C  s   t S )zq
        Return the array type associated with this dtype.

        Returns
        -------
        type
        )	JSONArray)cls r   j/var/www/html/stable-diffusion-webui/venv/lib/python3.9/site-packages/pandas/tests/extension/json/array.pyconstruct_array_type8   s    	zJSONDtype.construct_array_typeN)__name__
__module____qualname__r   r   typenamer   r   __annotations__classmethodr   r   r   r   r   r   3   s
   
r   c                   @  s   e Zd Ze ZdZd,ddddZed-dd	Zed
d Z	dd Z
ddddZddddZdd Zdd Zd.ddZeddddZdd Zd/ddZdd  Zd0d"d#Zd$d% Zed&d' Zd(d) Zd*d+ ZdS )1r   i  NFNoner   c                 C  sD   |D ]&}t || jjstdt| jj q|| _| j | _| _d S )NzAll values must be of type )
isinstancedtyper   	TypeErrorstrdataZ_items_data)selfvaluesr$   copyvalr   r   r   __init__H   s
    zJSONArray.__init__c                 C  s   | |S Nr   )r   Zscalarsr$   r+   r   r   r   _from_sequenceU   s    zJSONArray._from_sequencec                 C  s   | dd |D S )Nc                 S  s   g | ]}|d krt |qS )r   )r   .0xr   r   r   
<listcomp>[       z.JSONArray._from_factorized.<locals>.<listcomp>r   )r   r*   originalr   r   r   _from_factorizedY   s    zJSONArray._from_factorizedc                   s   t |trt|}t |tjr( j| S t |trL|td krLt  jS t |trht  j| S t|szt	dnNt
jj |}t|jr dd t |D S t  fdd|D S d S )Nzuonly integers, slices (`:`), ellipsis (`...`), numpy.newaxis (`None`) and integer or boolean arrays are valid indicesc                 S  s   g | ]\}}|r|qS r   r   )r1   r2   mr   r   r   r3   s   r4   z)JSONArray.__getitem__.<locals>.<listcomp>c                   s   g | ]} j | qS r   r'   )r1   ir)   r   r   r3   u   r4   )r#   tupler   numbersIntegralr'   slicer   r
   
IndexErrorpdapiZindexersZcheck_array_indexerr	   r$   r/   zip)r)   itemr   r:   r   __getitem__]   s     



zJSONArray.__getitem__c                 C  s   t |tjr|| j|< nt |t| tjfs8t|g}t |t	j
r|jdkrtt||D ],\}\}}|r\t || jjs~J || j|< q\n0t||D ]$\}}t || jjsJ || j|< qd S )Nbool)r#   r<   r=   r'   r   r   Sequence	itertoolscyclenpZndarrayr$   	enumeraterB   )r)   keyvaluer9   kvr   r   r   __setitem__w   s    zJSONArray.__setitem__intc                 C  s
   t | jS r.   )lenr'   r:   r   r   r   __len__   s    zJSONArray.__len__c                 C  s   t S r.   NotImplementedr)   otherr   r   r   __eq__   s    zJSONArray.__eq__c                 C  s   t S r.   rS   rU   r   r   r   __ne__   s    zJSONArray.__ne__c                 C  s0   |d u rt }|t kr tt| S tj| j|dS )Nr$   )objectr   listrI   asarrayr'   )r)   r$   r   r   r   	__array__   s
    zJSONArray.__array__c                 C  s   t | jS r.   )sys	getsizeofr'   r:   r   r   r   nbytes   s    zJSONArray.nbytesc                   s   t j fdd jD tdS )Nc                   s   g | ]}| j jkqS r   )r$   r   r0   r:   r   r   r3      r4   z"JSONArray.isna.<locals>.<listcomp>rY   )rI   arrayr'   rE   r:   r   r:   r   isna   s    zJSONArray.isnac              
     s   t |}d}|r| d u r"jj |dk  r2tz fdd|D }W q tyx } zt||W Y d }~qd }~0 0 nFzfdd|D }W n. ty } zt||W Y d }~n
d }~0 0 |S )NzIIndex is out of bounds or cannot do a non-empty take from an empty array.c                   s"   g | ]}|d krj | n qS )rc   r8   r1   loc
fill_valuer)   r   r   r3      s   z"JSONArray.take.<locals>.<listcomp>c                   s   g | ]} j | qS r   r8   rd   r:   r   r   r3      r4   )rI   r\   r$   r   any
ValueErrorr?   r/   )r)   ZindexerZ
allow_fillrg   msgoutputerrr   rf   r   take   s&    

" zJSONArray.takec                 C  s   t | | jd d  S r.   r   r'   r:   r   r   r   r+      s    zJSONArray.copyTc                 C  s~   ddl m} t|}t|t| jr>|| jkr>|r:|  S | S t||rd| t}|	 j
|ddS tjdd | D ||dS )Nr   )StringDtypeF)r+   c                 S  s   g | ]}t |qS r   dictr0   r   r   r   r3      r4   z$JSONArray.astype.<locals>.<listcomp>)r$   r+   )Zpandas.core.arrays.string_ro   r   r#   r   r$   r+   astyper&   r   r/   rI   ra   )r)   r$   r+   ro   rL   r   r   r   rr      s    

zJSONArray.astypec                 C  s"   t | dd dd | jD D S )Nc                 S  s   g | ]}t |qS r   rp   r0   r   r   r   r3      r4   z$JSONArray.unique.<locals>.<listcomp>c                 S  s   h | ]}t | qS r   r;   items)r1   dr   r   r   	<setcomp>   r4   z#JSONArray.unique.<locals>.<setcomp>rn   r:   r   r   r   unique   s    zJSONArray.uniquec                 C  s"   t tjdd |D }| |S )Nc                 s  s   | ]}|j V  qd S r.   r8   r0   r   r   r   	<genexpr>   r4   z.JSONArray._concat_same_type.<locals>.<genexpr>)r[   rG   chainfrom_iterable)r   Z	to_concatr'   r   r   r   _concat_same_type   s    zJSONArray._concat_same_typec                 C  s$   |   }t|dkr| }|dfS )Nr   r   )_values_for_argsortrQ   Zravelr)   frozenr   r   r   _values_for_factorize   s    zJSONArray._values_for_factorizec                 C  s   dd | D }t |S )Nc                 S  s   g | ]}t | qS r   rs   r0   r   r   r   r3      r4   z1JSONArray._values_for_argsort.<locals>.<listcomp>r   r}   r   r   r   r|      s    zJSONArray._values_for_argsort)NF)NF)N)FN)T)r   r   r   r   r$   Z__array_priority__r-   r!   r/   r6   rD   rO   rR   rW   rX   r]   propertyr`   rb   rm   r+   rr   rw   r{   r   r|   r   r   r   r   r   D   s0   




r   c                     s"   t jd  fddtdD S )N   c              	     s.   g | ]&}t  fd dt ddD qS )c                   s(   g | ] }  ttj d dfqS )r   d   )choicer[   stringascii_lettersintegersr1   _rngr   r   r3      s   z(make_data.<locals>.<listcomp>.<listcomp>r   
   )r   ranger   r   r   r   r   r3      s   
zmake_data.<locals>.<listcomp>r   )rI   randomZdefault_rngr   r   r   r   r   	make_data   s    
r   )#__doc__
__future__r   collectionsr   r   rG   r<   r   r^   typingr   r   numpyrI   Zpandas.core.dtypes.castr   Zpandas.core.dtypes.commonr	   r
   r   Zpandasr@   Zpandas.api.extensionsr   r   Zpandas.core.indexersr   collections.abcr   Zpandas._typingr   r   r   r   r   r   r   r   <module>   s(    )