o
    ҷh                    @  s  d Z ddlmZ ddlmZmZmZm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ZddlmZ ddlmZ dd	lmZmZmZmZmZmZmZmZmZ dd
l m!Z!m"Z" ddl#Z$ddl%m&Z' ddl(m)Z) ddl*m+Z+m,Z,m-Z-m.Z.m/Z/m0Z0m1Z1 ddl2m3Z3 ej4dddZ5ddl6m7Z7 ddl8m9Z9 dd Z:ej;e'j<e=ddd Z>ej;dd Z?ej;dd Z@ej;ddgddd ZAej;dd  ZBej;d!d" ZCej;d#d$ ZDej;d%d& ZEG d'd( d(e3jFZGG d)d* d*e3jHZIG d+d, d,e3jJZKG d-d. d.e3jLZMG d/d0 d0e3jNZOG d1d2 d2e3jPZQG d3d4 d4e3jRZSG d5d6 d6e3jTZUG d7d8 d8e3jVZWG d9d: d:e3jXZYG d;d< d<e3jZZ[G d=d> d>e3j\Z]G d?d@ d@e3j^Z_G dAdB dBe3j`ZaG dCdD dDe3jbZcG dEdF dFe3jdZeG dGdH dHe3jfZgG dIdJ dJe3jhZiG dKdL dLZjejkldMe'jmdNdO ZndPdQ ZodRdS ZpdTdU ZqejkldVg dWejkldXdYdYdYggdZd[ Zrejkjld\g d]d^dggg d_dgggd`dagdbdcdd Zsdedf Ztejkldge5u evge5udhevge5w evge5x e=ge5ye5z e{ge5|e5z e{ge5}e5~ e5z e{ge5die5 fdje5~ fgege5e5z e5z e"gg	dkdl Zdmdn Zdodp Zdqdr Zdsdt Zdudv Zdwdx Zdydz Zd{d| Zd}d~ Zdd Zdd Zejkldej)ejfdgdd Zdd Zdd Zdd Zejkjedddd Zejkjedddd Zdd Zdd Zdd Zejkldddgdd Zdd Zejkldddgddgddggdd Zdd Zejkldddddddggddddddggddddddggddddddggddddddgggdd Zdd Zejklddddddggdddddggdddddggdddddgggdd Zejklddedgde=gddgddggddĄ Zejkldddddddggddddddggddddddgggdd΄ ZddЄ ZejkjededҍddԄ Zejklddddddggdddddggdddddggdddddggdddddggdddddgggddׄ Zejklddddddggdddddggdddddggdddddggdddddggdddddgggddڄ Zejklddddddge5 gdddddge5z ggdd߄ Zdd Zejklddg dgdg dgdg dgdg dgd^g dggdd Zejkjdedҍdd Zdd Zejklddddddggdddddggdddddgggdd Zejklddddddggdddddggdddddgggdd Zejkldg dg dg dg dg dg dg d g dg dg dg dg dg dg dg dg d	g d
g dgdd Zejkldddgddgddgddgddgddggdd Zdd Zejkldg dg d g d!g d"g d#g d$gd%d& Zejkld'd(dgd)d* Zejkld'd+dgd,d- Zejkld.d/d0gejkld1d2d3gd4d5ggd6d7 Zejkldddgd8d9 Zejkld:d;d<gejkld=ddgdd^ggd>d? Zejkld@dAdBgdCdD Zejkld=ddgdd^ggdEdF ZdGdH ZdIdJ ZdKdL ZdMdN ZdOdP ZdQdR ZÐdSdT ZejkldUg dVdWdX ZŐdYdZ Zejkld[d\d]gd^dgd_dgd`dgdadgdbdgdcdgdddgded^gejǐdfdejkjeedgdhdidjdkgdldgdmdngdodgdpdqgdred]dd݃gdsedd^dqdkggdtdu ZȐdvdw Zɐdxdy Zʐdzd{ Zejkld:d|d}gd~d Z̐dd ZejkldUddgdd Zejkldg ddd Zϐdd Zejkldddgddggdd Zѐdd Zejkld:g ddd Zejkld:g ddd Zejkjeddejkldg dejkld:g ddd ZՐdd Zejkldddgdd Zאdd Zؐdd ZejkldUddgdd Zejkldded]dܐddܐdgde$ېdggdd Zܐdd Zݐdd ZejkldUddgdd Zejkldddgdd Zdd Zdd ZejkldddgddÄ ZG dĐdń de7ZdƐdǄ ZdȐdɄ Zejkldʐdːdge5w fddge5x fgd͐d΄ ZdϐdЄ ZejkldMe'jme'j dѐd҄ ZejkldMe'jdӐdԄ ZejkldMe'jdՐdք ZejkldMe'je'j dאd؄ Zdِdڄ Zejkjede5jdҍdܐd݄ Zdސd߄ ZejkldMe'je'j dd ZejkldMe'je'j dd ZejkldMe'je'j dd ZejkldMe'je'j dd ZejkldMe'je'j dd ZejkldMe'je'j dd Zdd ZejkldMe'je'j dd Zdd Zdd Zdd ZejkldMe'jdd Zdd Z dd Zdd ZdS (  ag  
This file contains a minimal set of tests for compliance with the extension
array interface test suite, and should contain no other tests.
The test suite for the full functionality of the array is located in
`pandas/tests/arrays/`.
The tests in this file are inherited from the BaseExtensionTests, and only
minimal tweaks should be applied to get the tests passing (by overwriting a
parent method).
Additional tests should either be added to one of the BaseExtensionTests
classes (if they are relevant for the extension interface for all dtypes), or
be added to the array-specific tests in `pandas/tests/arrays/`.
    )annotations)datedatetimetime	timedelta)Decimal)BytesIOStringION)lib)	timezones)	PY311is_ci_environmentis_platform_windowspa_version_under7p0pa_version_under8p0pa_version_under9p0pa_version_under11p0pa_version_under13p0pa_version_under14p0)
ArrowDtypeCategoricalDtypeType)
no_default)is_bool_dtypeis_float_dtypeis_integer_dtypeis_numeric_dtypeis_signed_integer_dtypeis_string_dtypeis_unsigned_integer_dtype)basepyarrowz7.0.0)
minversion)ArrowExtensionArray)ArrowPeriodTypec                 C  s6   t  rt rtjjtjdd}| j| d S d S d S )Nz_TODO: Set ARROW_TIMEZONE_DATABASE environment variable on CI to path to the tzdata for pyarrow.raisesreason)	r   r   pytestmarkxfailpaArrowInvalidnode
add_marker)requestr(    r/   T/var/www/html/venv/lib/python3.10/site-packages/pandas/tests/extension/test_arrow.py_require_timezone_databaseH   s   r1   )paramsidsc                 C  s   t | jdS )N)pyarrow_dtype)r   param)r.   r/   r/   r0   dtypeT   s   r6   c              	   C  st  | j }tj|r!ddgd d g ddgd  d g ddg }ntj|r?ddgd d g ddgd  d g d	d
g }nttj|r]ddgd d g ddgd  d g ddg }nVtj|r{ddgd d g ddgd  d g ddg }n8tj|rtdtdgd d g tdtdgd  d g tdtdg }ntj	|rt
dddt
dddgd d g t
dddt
dddgd  d g t
dddt
dddg }ntj|rtdddddddtdddddddgd d g tddddtddddgd  d g tdddtdddg }ntj|rEtdtddgd d g tdtdgd  d g tdtdg }nntj|rutddtddgd d g tddtddgd  d g tddtddg }n>tj|rdd gd d g dd!gd  d g d"d#g }n tj|rd$d%gd d g d&d'gd  d g d(d)g }nttj|| d*S )+NTF   ,         ?        g       g            ?g     X@   r   c      10.0z-2.0z-1.0z0.5z33.123            i
      ab2!>   a   b   1   2   !   >r6   )r4   r*   types
is_booleanis_floatingis_signed_integeris_unsigned_integer
is_decimalr   is_dater   is_timestampr   is_durationr   is_timer   	is_string	is_binaryNotImplementedErrorpdarray)r6   pa_dtypedatar/   r/   r0   rf   Y   s   0000*..rf   c                 C  s   t | jd| d g| jdS )zLength-2 array with [NA, Valid]Nr   rU   type_from_sequencer6   )rf   r/   r/   r0   data_missing   s   rj   )r2   c                 C  s    | j dkr|S | j dkr|S dS )zParametrized fixture returning 'data' or 'data_missing' integer arrays.

    Used to test dtype conversion with and without missing values.
    rf   rj   N)r5   )r.   rf   rj   r/   r/   r0   all_data   s
   

rk   c              	   C  s  | j }tj|rd}d}d}ntj|rd}d}d}ntj|r*d}d}d}ntj|r7d}d}d	}ntj|rPtd
dd}tddd}tddd}nwtj	|rnt
d
dddddd}t
ddd}t
dddd}nYtj|rtd}td}tdd}nEtj|rtdd}tdd}tdd}n/tj|rd}d}d}n"tj|rd}d}d}ntj|rtd}td}td}nttj||dd||||g| dS )z
    Data for factorization, grouping, and unique tests.

    Expected to be like [B, B, NA, NA, A, A, B, C]

    Where A < B < C and NA is missing
    FTgr:   g?r>   r   r<   rH   rD   rE   rF   i  rC   rG   r7   rJ   rK   crO   rP      cz-1.1rB   z1.1NrU   )r4   r*   rV   rW   rX   rY   rZ   r\   r   r]   r   r^   r   r_   r   r`   ra   r[   r   rb   rc   rd   )r6   re   ABCr/   r/   r0   data_for_grouping   s^   	


rq   c                 C  &   t | j| d | d | d g| jdS )zn
    Length-3 array with a known sort order.

    This should be three items [B, C, A] with
    A < B < C
    r      r7   rU   rg   rq   r/   r/   r0   data_for_sorting      ru   c                 C  rr   )z{
    Length-3 array with a known sort order.

    This should be three items [B, NA, A] with
    A < B and NA missing.
    r   r@   r7   rU   rg   rt   r/   r/   r0   data_missing_for_sorting   rv   rw   c                 C  sR   | j j}tj|stj|stj|stj|r'tj	dgd | j dS | S )z3Length-100 array in which all the elements are two.r@   d   rU   )
r6   r4   r*   rV   
is_integerrX   r[   r^   rc   rd   rf   re   r/   r/   r0   data_for_twos   s   



r{   c                         e Zd Z fddZ  ZS )TestBaseCastingc                   sB   |j j}tj|r|jtjj	d| dd t
 | d S )NzFor z .astype(str) decodes.r&   )r6   r4   r*   rV   ra   r,   r-   r'   r(   r)   supertest_astype_strselfrf   r.   re   	__class__r/   r0   r     s   
zTestBaseCasting.test_astype_str)__name__
__module____qualname__r   __classcell__r/   r/   r   r0   r}         r}   c                      s4   e Zd Z fddZdd Zdd Zdd Z  ZS )	TestConstructorsc                   sb   |j j}tj|stj|r)tj|rd}nd| }|jtj	j
|d t | d S )Nz1ArrowDtype(pa.string()) != StringDtype('pyarrow')$pyarrow.type_for_alias cannot infer r~   )r6   r4   r*   rV   r`   r[   r,   r-   r'   r(   r)   r   test_from_dtype)r   rf   r.   re   r&   r   r/   r0   r     s   
z TestConstructors.test_from_dtypec                 C  sd   t ||j}t|| t|jtjsJ t ||j }t|| t|jtjs0J d S N)	rh   ri   	_pa_arraytmassert_extension_array_equal
isinstancer*   ChunkedArraycombine_chunksr   rf   resultr/   r/   r0   test_from_sequence_pa_array*  s   z,TestConstructors.test_from_sequence_pa_arrayc                 C  sH   t jtdd tjdgt d W d    d S 1 sw   Y  d S )NzConverting strings tomatchz12-1rU   )r'   r%   rb   r"   _from_sequence_of_stringsr*   month_day_nano_interval)r   r.   r/   r/   r0   *test_from_sequence_pa_array_notimplemented5  s
   
"z;TestConstructors.test_from_sequence_pa_array_notimplementedc                 C  s   |j j}tj|r|drts|jt	j
jdd n.tr<tj|s+tj|r<|jt	j
jtjd| d ntj|rK|jd urKt| |jt }t|j||j d}t|| | }t|j||j d}t|| d S )Nz
time64[ns]z&Nanosecond time parsing not supported.r~   z pyarrow doesn't support parsing r$   rU   )r6   r4   r*   rV   	is_time64equalsr   r,   r-   r'   r(   r)   r   r^   r[   ArrowNotImplementedErrorr]   tzr1   r   caststringrh   r   r   r   r   )r   rf   r.   re   pa_arrayr   r/   r/   r0   &test_from_sequence_of_strings_pa_array;  s4   

z7TestConstructors.test_from_sequence_of_strings_pa_array)r   r   r   r   r   r   r   r   r/   r/   r   r0   r     s
    r   c                   @     e Zd ZdS )TestGetitemTestsNr   r   r   r/   r/   r/   r0   r   X      r   c                      s@   e Zd Zdd Zdd	d
Zejdddg fddZ  Z	S )TestBaseAccumulateTestsc                 C  s   t |||d}|jj}tj|r&|jdkrd}nd}||}||}|d}t |d||d}tj	||dd d S )Nskipna    zint32[pyarrow]int64[pyarrow]Float64F)check_dtype)
getattrr6   r4   r*   rV   is_temporal	bit_widthastyper   assert_series_equal)r   serop_namer   r   pa_typeint_typeexpectedr/   r/   r0   check_accumulate]  s   



z(TestBaseAccumulateTests.check_accumulater   	pd.Seriesr   strreturnboolc                 C  s   |j j}tj|stj|stj|r|dv rdS dS tj|r,|dv r*dS dS tj|rD|dkr>tj	|s>dS |dkrDdS dS )N)cumsumcumprodcummaxcumminF)r   r   r   r   r   T)
r6   r4   r*   rV   r`   ra   r[   rW   r   r^   )r   r   r   r   r/   r/   r0   _supports_accumulationn  s(   


	z.TestBaseAccumulateTests._supports_accumulationr   TFc           
        s   |j j}|}t|}| ||st |||S ts!trF|dkrF|j	j
}|jr5d|jv r5t| d tjj| dd}	|j|	 n!|dkrgtj|sVtj|rg|jtjj| d| td | ||| d S )Nr   znot slowz  not implemented for pyarrow < 9r~   z not implemented for r&   r%   )r6   r4   rc   Seriesr   r   test_accumulate_seriesr   r   configoptionmarkexprr'   skipr(   r)   r,   r-   r*   rV   rW   r[   rb   r   )
r   rf   all_numeric_accumulationsr   r.   r   r   r   optr(   r   r/   r0   r     s@   


z.TestBaseAccumulateTests.test_accumulate_series)r   r   r   r   r   r   )
r   r   r   r   r   r'   r(   parametrizer   r   r/   r/   r   r0   r   \  s
    
r   c                      s   e Zd ZdddZdd Zejd	d
dg fddZejd	d
dg fddZ	dddZ
ejd	d
dg fddZejdg ddd Z  ZS )
TestReducer   r   r   r   c                 C  s   t |}|j}tj|r|dv rtj|r|dv rndS tj|s+tj|r1|dv r1dS tj|rCtj|sC|dv rCdS dS )N)sumvarskewkurtprod)r   F)	r   meanmedianr   stdsemr   r   r   )anyallT)	r   	get_dtyper4   r*   rV   r   r^   r`   ra   )r   objr   r6   re   r/   r/   r0   _supports_reduction  s&   




zTestReduce._supports_reductionc                 C  s   |j j}|dkrt|| }nt|||d}tj|s#tj|r(|d}|dkr3t|| }nt|||d}t	|| d S )Ncountr   r   )
r6   r4   r   r*   rV   ry   rX   r   r   assert_almost_equal)r   r   r   r   re   r   r   r/   r/   r0   check_reduce  s   
zTestReduce.check_reducer   TFc                   s   |j }|j}tjjt| dtj d| d}|dv r*|js#|j	dkr*|j
| n9|dv r=tr=tj|r=|j
| n&|dkrStrS|jsLtj|rS|j
| ntj|rc|dv rc|j
| t ||| d S )	N is not implemented in pyarrow= for r$   >   r   r   rK   >   r   r   r   r   >   r   r   r   r   )r6   r4   r'   r(   r)   	TypeErrorr*   __version___is_numerickindr,   r-   r   rV   r[   r   r   rW   r   test_reduce_series_numeric)r   rf   all_numeric_reductionsr   r.   r6   re   
xfail_markr   r/   r0   r     s@   


z%TestReduce.test_reduce_series_numericc                   s^   |j j}tjjt| dtj d| d}tj	|s!tj
|r'|j| t |||S )Nr   r   r$   )r6   r4   r'   r(   r)   r   r*   r   rV   r`   ra   r,   r-   r   test_reduce_series_boolean)r   rf   all_boolean_reductionsr   na_valuer.   re   r   r   r/   r0   r     s   z%TestReduce.test_reduce_series_booleanc                 C  s`   |dv r	|j }|S |j jdkr|dvr|j }|S d}|S |dv r$d}|S dddd|j j }|S )	N)maxminzdecimal128(7, 3)[pyarrow])r   r   r   float64[pyarrow])r   r   r   r   r   r   uint64[pyarrow])iuf)r6   namer   )r   arrr   r   	cmp_dtyper/   r/   r0   _get_expected_reduction_dtype"  s&   	z(TestReduce._get_expected_reduction_dtypec                   s>   |}|dkr|j jrtjjdd}|j| t |||S )Nr   zskew not implementedr~   )	r6   r   r'   r(   r)   r,   r-   r   test_reduce_frame)r   rf   r   r   r.   r   r(   r   r/   r0   r   4  s   zTestReduce.test_reduce_frametyp)int64uint64float64c                 C  s,   t jddg| dd }|dksJ d S )Nr<   r@   	[pyarrow]rU         ?)rc   r   r   )r   r   r   r/   r/   r0   test_median_not_approximate=  s   z&TestReduce.test_median_not_approximate)r   r   r   r   )r   r   r   r   )r   r   r   r   r   r'   r(   r   r   r   r   r   r   r   r/   r/   r   r0   r     s    
,%
r   c                      r|   )TestBaseGroupbyc                   s   |j }t|rRtg d|g dd}tdg}td| }tjt	|d |
d  W d    n1 s;w   Y  |
djdd	j}t|| d S t | d S )
N)r<   r<   r@   r@      r   r<   r7   )r<   r<   r<   r<   r<   r<   r<   r<   rn   ro   rp   rp   z%agg function failed [how->sum,dtype->r   rn   T)numeric_only)r6   r   rc   	DataFrameIndexreescaper'   r%   r   groupbyr   columnsr   assert_index_equalr   test_in_numeric_groupby)r   rq   r6   dfr   msgr   r   r/   r0   r	  E  s    z'TestBaseGroupby.test_in_numeric_groupby)r   r   r   r	  r   r/   r/   r   r0   r   D  r   r   c                      sH   e Zd Z fddZ fddZdd Z fddZ fd	d
Z  ZS )TestBaseDtypec                   s   |j }tj|r|jtjjt	d| d tj
|r@d}tjt|d ||j W d    d S 1 s9w   Y  d S t | d S )Nr   r$   z6string\[pyarrow\] should be constructed by StringDtyper   )r4   r*   rV   r[   r,   r-   r'   r(   r)   rb   r`   r%   r   construct_from_stringr   r   #test_construct_from_string_own_name)r   r6   r.   re   r  r   r/   r0   r  [  s"   
z1TestBaseDtype.test_construct_from_string_own_namec                   sd   |j }tj|rt||jrJ d S tj|r*|j	t
jjtd| d t | d S )Nr   r$   )r4   r*   rV   r`   rh   is_dtyper   r[   r,   r-   r'   r(   r)   rb   r   test_is_dtype_from_namer   r6   r.   re   r   r/   r0   r  o  s   z%TestBaseDtype.test_is_dtype_from_namec                 C  sF   d}t jt|d t|d W d    d S 1 sw   Y  d S )Nz*'another_type' must end with '\[pyarrow\]'r   another_type)r'   r%   r   rh   r  )r   r6   r  r/   r/   r0   .test_construct_from_string_another_type_raises~  s   "z<TestBaseDtype.test_construct_from_string_another_type_raisesc                   sx   |j }tj|s&tj|s&tj|r|jd us&tj|s&tj|r4|j	
tjj| dd t | d S )NzB does not have associated numpy dtype findable by find_common_typer~   )r4   r*   rV   r\   r_   r]   r   ra   r[   r,   r-   r'   r(   r)   r   test_get_common_dtyper  r   r/   r0   r    s$   





z#TestBaseDtype.test_get_common_dtypec                   s2   |j }tj|rt|sJ d S t | d S r   )r4   r*   rV   r`   r   r   test_is_not_string_type)r   r6   re   r   r/   r0   r    s   z%TestBaseDtype.test_is_not_string_type)	r   r   r   r  r  r  r  r  r   r/   r/   r   r0   r  Z  s    r  c                   @  r   )TestBaseIndexNr   r/   r/   r/   r0   r    r   r  c                      ,   e Zd Zejjddd fddZ  ZS )TestBaseInterfacez6GH 45419: pyarrow.ChunkedArray does not support views.Fr&   runc                      t  | d S r   )r   	test_viewr   rf   r   r/   r0   r       zTestBaseInterface.test_view)r   r   r   r'   r(   r)   r  r   r/   r/   r   r0   r    
    r  c                   @  s   e Zd Zdd ZdS )TestBaseMissingc                 C  s`   ||    }|d }||}||usJ t|| |jdd}||us(J t|| d S )Nr   backfill)method)isnafillnar   r   )r   rf   validr   r/   r/   r0   test_fillna_no_op_returns_copy  s   
z.TestBaseMissing.test_fillna_no_op_returns_copyN)r   r   r   r&  r/   r/   r/   r0   r     s    r   c                   @  r   )TestBasePrintingNr   r/   r/   r/   r0   r'    r   r'  c                      r  )TestBaseReshaping5GH 45419: pyarrow.ChunkedArray does not support viewsFr  c                   r  r   )r   test_transposer  r   r/   r0   r*    r  z TestBaseReshaping.test_transpose)r   r   r   r'   r(   r)   r*  r   r/   r/   r   r0   r(    r  r(  c                      r  )TestBaseSetitemr)  Fr  c                   r  r   )r   test_setitem_preserves_viewsr  r   r/   r0   r,    r  z,TestBaseSetitem.test_setitem_preserves_views)r   r   r   r'   r(   r)   r,  r   r/   r/   r   r0   r+    r  r+  c                   @  s8   e Zd Zejddegejdddgdd ZdS )	TestBaseParsingdtype_backendr    enginerl   pythonc           
      C  s  |j j}tj|r|jtjj	t
d| dd n)tj|r3|jdv r3|jtjj	tdd ntj|rD|jtjj	dd tdtj|t|j d	i}|jd
tjd}tj|rft|}nt|}tj|dt|j i||d}|}	t||	 d S )NzParameterized types z not supported.r$   )usnsz1https://github.com/pandas-dev/pandas/issues/49767z)CSV parsers don't correctly handle binaryr~   
with_dtyperU   F)indexna_rep)r6   r/  r.  )r6   r4   r*   rV   r[   r,   r-   r'   r(   r)   rb   r]   unit
ValueErrorra   rc   r  r   r   to_csvnpnanr   r	   read_csvr   assert_frame_equal)
r   r/  rf   r.  r.   re   r
  
csv_outputr   r   r/   r/   r0   test_EA_types  s@   

zTestBaseParsing.test_EA_typesN)r   r   r   r'   r(   r   r   r>  r/   r/   r/   r0   r-    s    r-  c                      r|   )TestBaseUnaryOpsc                   sP   |j j}tj|s tj|s |jtj	j
tjd| d t | d S )Nz$pyarrow.compute.invert does support r$   )r6   r4   r*   rV   rW   ry   r,   r-   r'   r(   r)   r   r   test_invertr   r   r/   r0   r@    s   zTestBaseUnaryOps.test_invert)r   r   r   r@  r   r/   r/   r   r0   r?    r   r?  c                      s   e Zd Zejdddg fddZdd Z fdd	Zejd
dddddde	j
fdde	j
fddg fddZdZ  ZS )TestBaseMethodsperiodsr<   r=   c              	     sV   |j j}tj|r"|dkr"|jtjj	tj
d| d| dd t || d S )Nr<   z
diff with z and periods=z will overflowr$   )r6   r4   r*   rV   rZ   r,   r-   r'   r(   r)   r+   r   	test_diff)r   rf   rB  r.   re   r   r/   r0   rC    s   zTestBaseMethods.test_diffc                 C  s.   |d d }|  }|jtt ksJ d S )NrH   )value_countsr6   r   r*   r   r   r/   r/   r0   'test_value_counts_returns_pyarrow_int64  s   z7TestBaseMethods.test_value_counts_returns_pyarrow_int64c                   sL   |j j}tj|rtr|jtj	j
d| tjd t ||| d S NzNo pyarrow kernel for r   )r6   r4   r*   rV   r[   r   r,   r-   r'   r(   r)   r   r   test_argmin_argmax)r   ru   rw   r   r.   re   r   r/   r0   rG    s   z"TestBaseMethods.test_argmin_argmaxzop_name, skipna, expected)idxmaxTr   )idxminTr@   )argmaxTr   )argminTr@   rH  FrI  )rJ  Fr>   )rK  Fr>   c                   sR   |j j}tj|rtr|r|jtj	j
d| tjd t |||| d S rF  )r6   r4   r*   rV   r[   r   r,   r-   r'   r(   r)   r   r   test_argreduce_series)r   rw   r   r   r   r.   re   r   r/   r0   rL  "  s   z%TestBaseMethods.test_argreduce_serieszbool[pyarrow])r   r   r   r'   r(   r   rC  rE  rG  r9  r:  rL  _combine_le_expected_dtyper   r/   r/   r   r0   rA     s&    

rA  c                      sl   e Zd ZeZdd ZdddZdd ZdddZdd Z	 fddZ
 fddZdd Z fddZ  ZS )TestBaseArithmeticOpsc                 C  s8   | d}|dkrdd }|S |dkrdd S t|S )N_rtruedivc                 S     t || S r   )r9  dividexyr/   r/   r0   rP  I  s   z8TestBaseArithmeticOps.get_op_from_name.<locals>.rtruediv	rfloordivc                 S  rQ  r   )r9  floor_dividerS  r/   r/   r0   <lambda>N  s    z8TestBaseArithmeticOps.get_op_from_name.<locals>.<lambda>)stripr   get_op_from_name)r   r   short_opnamerP  r/   r/   r0   rZ  D  s   

z&TestBaseArithmeticOps.get_op_from_namer   r   c                 C  sj  |}d}t |tjr d}|jd d df }|jd d df j}n|}|j}|j}	|s[t |tjr[tj	|	sZtj
|	r@|dvsZtj|	sZtj|	sZtj|	sZtj|	sZ|S n$|dkretj
|	stj|	stj|	stj|	stj|	s|S t|j}
tj|
jrtj|	rtj|	rd}nd}n|	j}t|ttfv r|dv rd	}|
d
| d}
n_tj|
jrtj|	rt|||}t|}t |tsJ |dkrt |trtt }n#|dkrt |tjr|j|krtt }n
tj|jsJ ||S |
|	}
t|j|
}|r.tj||j|jd}|S t|}|S )NFTr   )__truediv____rtruediv____floordiv__mss)r`  r_  r1  z	duration[]__pow__)r4  r  ) r   rc   r  ilocr6   r4   r   r*   rV   rX   ry   r^   r]   r\   r[   rd   _valuesrh   	is_date64r6  r   r   r   r   r   r   r   r   r   r   r4  r  )r   r   r   otherpointwise_resultr   	was_frameexpected_dataoriginal_dtypeorig_pa_typepa_expectedr6  alt	alt_dtypepd_expectedr/   r/   r0   _cast_pointwise_resultR  s   





	










z,TestBaseArithmeticOps._cast_pointwise_resultc                 C  s<   t  o|dv p|dv ot rtj|p|dv otj|S )N__add____radd__r\  r]  r^  __rfloordiv____sub____rsub__)r   r   r*   rV   r^   r   )r   opnamere   r/   r/   r0   _is_temporal_supported  s   
	
z,TestBaseArithmeticOps._is_temporal_supportedr   type[Exception] | Nonec                 C  s   |dv r| j S t|}|j}| ||}|dv rt}|S |r#d }|S |dv r7tj|s3tj	|r7d }|S tj
|sNtj|sNtj|sNtj}|S d }|S )N)
__divmod____rdivmod__>   __mod____rmod__rq  )
divmod_excr   r   r4   rz  rb   r*   rV   r`   ra   rX   ry   r[   r   )r   r   r   rf  r6   re   arrow_temporal_supportedexcr/   r/   r0   _get_expected_exception  s8   





z-TestBaseArithmeticOps._get_expected_exceptionc                 C  s2  d }|  ||}|dkr,tj|stj|stj|r,ts,tjj	d| d}|S |rNtj
|s>|dv rNtj|rNtjj	t| d| dd}|S |dkrktj|s^tj|rktsktjj	tjd	d}|S |d
krtj|rtstjj	tjd	d}|S |dkrtj|rtrtjj	tjdd}|S )N__rpow__z<GH#29997: 1**pandas.NA == 1 while 1**pyarrow.NA == NULL for r~   rt  z  not supported betweenpd.NA and z Python scalarr$   ru  zdivide by 0r]  rb  z'Invalid decimal function: power_checked)rz  r*   rV   rX   ry   r[   r   r'   r(   r)   r_   r^   r   r+   )r   ry  re   r(   r  r/   r/   r0   _get_arith_xfail_marker  s   


1

#



z-TestBaseArithmeticOps._get_arith_xfail_markerc                   d   |j j}|dkrtj|stj|rtd | ||}|d ur)|j	
| t || d S Nr  z%Skip testing Python string formatting)r6   r4   r*   rV   r`   ra   r'   r   r  r,   r-   r   test_arith_series_with_scalarr   rf   all_arithmetic_operatorsr.   re   r(   r   r/   r0   r  )     


z3TestBaseArithmeticOps.test_arith_series_with_scalarc                   r  r  )r6   r4   r*   rV   r`   ra   r'   r   r  r,   r-   r   test_arith_frame_with_scalarr  r   r/   r0   r  7  r  z2TestBaseArithmeticOps.test_arith_frame_with_scalarc           	      C  s   |j j}|dv r tj|r ts |jtj	j
tjd| d | ||}|d ur0|j| |}t|}ttj|jd gt| |j d}| ||| d S )Nrv  zJImplemented pyarrow.compute.subtract_checked which raises on overflow for r$   r   rU   )r6   r4   r*   rV   rZ   r   r,   r-   r'   r(   r)   r+   r  rc   r   rd   rc  lencheck_opname)	r   rf   r  r.   re   r(   r   r   rf  r/   r/   r0   test_arith_series_with_arrayE  s.   


&z2TestBaseArithmeticOps.test_arith_series_with_arrayc                   sB   |j j}|dr|jtjjtj	d| d t
 | d S )Nint8zraises on overflow for r$   )r6   r4   r   r,   r-   r'   r(   r)   r*   r+   r   $test_add_series_with_extension_arrayr   r   r/   r0   r  g  s   
z:TestBaseArithmeticOps.test_add_series_with_extension_array)r   r   )r   r   r   r{  )r   r   r   rb   r  rZ  rp  rz  r  r  r  r  r  r  r   r/   r/   r   r0   rN  A  s    
c
$A"rN  c                      s>   e Zd Z fddZdd Zejdg ddd Z  Z	S )	TestBaseComparisonOpsc                   s   t |}t t j|jd gt| |jd}|jdv rH|||}|d |u s*J |d |u s2J |||}||d< ||d< t	|| d S t
 ||S )Nr   rU   )eqne   a   )rc   r   rd   rc  r  r6   r   combiner   r   r   test_compare_array)r   rf   comparison_opr   r   rf  r   r   r   r/   r0   r  u  s   
&

z(TestBaseComparisonOps.test_compare_arrayc                 C  s@   t jtdd ||t  W d    d S 1 sw   Y  d S )Nz'.* not implemented for <class 'object'>r   )r'   r%   rb   object)r   rf   r  r/   r/   r0   test_invalid_other_comp  s
   "z-TestBaseComparisonOps.test_invalid_other_compmasked_dtype)booleanInt64r   c           	      C  s   g d}t j||d}t j||  dd}|||}|tjtjtjfv r+g d}ng d}t j|tt	 d}t
|| d S )N)r<   r   NrU   r   )FFN)TTN)rc   r   loweroperatorltgtr  r   r*   bool_r   r   )	r   r  r  rf   
ser_maskedser_par   expr   r/   r/   r0   test_comp_masked_numpy  s   

z,TestBaseComparisonOps.test_comp_masked_numpy)
r   r   r   r  r  r'   r(   r   r  r   r/   r/   r   r0   r  t  s
    r  c                   @  sf  e Zd ZdZdd Zejddg dfej	g dfdg dfe
dg dfd	g d
fe
d	g d
fgdd Zdd Zejddg dfej	g dfdg d
fd	g dfe
dg d
fe
d	g dfgdd Zdd Zejddg dfej	g dfdg dfe
dg dfe
d	g d
fgdd Zejdddgddgdd	ggdd ZdS )TestLogicalOpsz1Various Series and DataFrame logical ops methods.c                 C  s   t jdgd dgd  d gd  dd}t jg dd dd}||B }t jg ddd}t|| ||B }t|| t|t jdgd dgd  d gd  dd t|t jg dd dd d S )NTr   Fboolean[pyarrow]rU   TFN)	TTTTFNTNNrc   r   r   r   r   rJ   rK   r   r   r/   r/   r0   test_kleene_or  "   (&zTestLogicalOps.test_kleene_orzother, expectedN)TNNT)TTTFr  c                 C  sf   t jg ddd}||B }t j|dd}t|| ||B }t|| t|t jg ddd d S Nr  r  rU   r  r   rf  r   rJ   r   r/   r/   r0   test_kleene_or_scalar     z$TestLogicalOps.test_kleene_or_scalarc                 C  s   t jdgd dgd  d gd  dd}t jg dd dd}||@ }t jg ddd}t|| ||@ }t|| t|t jdgd dgd  d gd  dd t|t jg dd dd d S )NTr   Fr  rU   r  )	TFNFFFNFNr  r  r/   r/   r0   test_kleene_and  r  zTestLogicalOps.test_kleene_and)NFNFFFc                 C  sf   t jg ddd}||@ }t j|dd}t|| ||@ }t|| t|t jg ddd d S r  r  r  r/   r/   r0   test_kleene_and_scalar  r  z%TestLogicalOps.test_kleene_and_scalarc                 C  s   t jdgd dgd  d gd  dd}t jg dd dd}||A }t jg ddd}t|| ||A }t|| t|t jdgd dgd  d gd  dd t|t jg dd dd d S )NTr   Fr  rU   r  )	FTNTFNNNNr  r  r/   r/   r0   test_kleene_xor   r  zTestLogicalOps.test_kleene_xorNNN)FTNc                 C  sf   t jg ddd}||A }t j|dd}t|| ||A }t|| t|t jg ddd d S r  r  r  r/   r/   r0   test_kleene_xor_scalar  s   z%TestLogicalOps.test_kleene_xor_scalarzop, exp__and____or____xor__c                 C  s^   g d}t j|dd}t j|dd}t|||}t j|dd gtt d}t|| d S )Nr  r  rU   r  F)rc   r   r   r   r*   r  r   r   )r   opr  rf   r  r  r   r   r/   r/   r0   test_logical_masked_numpy.  s   
z(TestLogicalOps.test_logical_masked_numpy)r   r   r   __doc__r  r'   r(   r   rc   NAr9  r  r  r  r  r  r  r  r/   r/   r/   r0   r    sZ    











r  r   c                 C  s   t | }tjg d|d}tjg d|d}||B }tjg d|d}t|| ||@ }tjg d|d}t|| ||A }tjg d|d}t|| | }|d  }tj||d| }t|| d S )N)r<   Nr   r7   rU   )Nr   rI   r7   )NNrs   r7   )NNr<   r7   )NN   r   r   )	r   rc   r   r   r   r$  to_numpymaskisnull)r   r6   leftrightr   r   r/   r/   r0   test_bitwise@  s    r  c                   C  sv   t jtdd td W d    n1 sw   Y  t jtdd td W d    d S 1 s4w   Y  d S )NzPassing pyarrow typer   z#not_a_real_dype[s, tz=UTC][pyarrow]zdecimal(7, 2)[pyarrow])r'   r%   rb   r   r  r/   r/   r/   r0   Ftest_arrowdtype_construct_from_string_type_with_unsupported_parametersY  s   "r  c                  C  s*   t d} t tdd}| |ksJ d S )Nztimestamp[s, tz=UTC][pyarrow]r`  UTC)r   r  r*   	timestamp)r6   r   r/   r/   r0   5test_arrowdtype_construct_from_string_supports_dt64tza  s   
r  c                  C  sN   d} d}t jt|d tjtd| d W d    d S 1 s w   Y  d S )Nzint64[pyarrow]foobar[pyarrow]zYPassing pyarrow type specific parameters \(\[pyarrow\]\) in the string is not supported\.r   r   rU   )r'   r%   rb   rc   r   range)invalidr  r/   r/   r0   ;test_arrowdtype_construct_from_string_type_only_one_pyarrowh  s   "r  interpolation)linearr  highernearestmidpointquantiler;   c                 C  sR  | j j}| g d} t| }tj|s"tj|s"tj	|rKt
r'd}nd}tjtj|d |j||d W d    d S 1 sDw   Y  d S tj|s_tj|s_tj|r`t
s`ntj| jjrin|jtjjtjd| d | g d} t| }|j||d}tj|r|dvr|jrd	|j d
|j d}nd	|j d}||}	|	j||d}
|dkr|jdkr|
jdd}
||
ksJ d S |jdkr|
jd}
t !||
| j  d S |dkr|| d ksJ d S tj| ddgddgd}
tj|stj|stj|r!|
d}
|d}t !||
 d S )Nr   r   r   z;Function quantile has no kernel matching input types \(.*\)z=Function 'quantile' has no kernel matching input types \(.*\)r   )qr  z&quantile not supported by pyarrow for r$   )r  r  zM8[z, ra  r;   r1  F)warnr   r4  r   )"r6   r4   takerc   r   r*   rV   r`   ra   rW   r   r'   r%   r   r  ry   rX   r[   r   r   rh   r,   r-   r(   r)   r]   r   r6  r   to_pydatetimedtfloorr   r   )rf   r  r  r.   re   r   r  r   pd_dtypeser_npr   r/   r/   r0   test_quantiles  s   
















r  ztake_idx, exp_idx)r   r   r@   r@   r7   r7   r7   )r   r   r   r@   r7   r7   
multi_modesingle_mode)r3   c                 C  s@   |  |}t|}|jdd}t|  |}t|| d S )NTdropna)r  rc   r   moder   r   )rq   take_idxexp_idxrf   r   r   r   r/   r/   r0   test_mode_dropna_true  s
   

r  c                 C  sx   t jd d | d g| jd}|jdd}t jd g| jd}t|| t j| d d g| jd}|jdd}t|| d S )Nr   rU   Fr  )rc   r   r6   r  r   r   )rf   	more_nansr   r   r/   r/   r0   test_mode_dropna_false_mode_na  s   r  zarrow_dtype, expected_type   f1f2c                 C  s   t | j|ks	J d S r   )r   rh   )arrow_dtypeexpected_typer/   r/   r0   test_arrow_dtype_type  s   r  c                  C  sh   t tg d} t| sJ tjj| sJ tt	t
| }||  }|t|  }t|| d S )NTFT)r"   r*   rd   r   rc   corecommonis_bool_indexerr   r  r  r9  asarrayr   r   )rf   r`  r   r   r/   r/   r0   test_is_bool_dtype  s   r  c                 C  sL   | j j}tj|stj|stj|rt| sJ d S t| r$J d S r   )r6   r4   r*   rV   rX   ry   r[   r   rf   r   r/   r/   r0   test_is_numeric_dtype  s   


r  c                 C  4   | j j}tj|rt| sJ d S t| rJ d S r   )r6   r4   r*   rV   ry   r   r  r/   r/   r0   test_is_integer_dtype  s   r  c                 C  r  r   )r6   r4   r*   rV   rY   r   r  r/   r/   r0   test_is_signed_integer_dtype     r  c                 C  r  r   )r6   r4   r*   rV   rZ   r   r  r/   r/   r0   test_is_unsigned_integer_dtype  r  r  c                 C  r  r   )r6   r4   r*   rV   rX   r   r  r/   r/   r0   test_is_float_dtype!  r  r  c                 C  sl   t | }|d}t|}t|}t|t|ksJ t|}t|| t|}t|| d S )Nr@   )	rc   r   headpickledumpsr  loadsr   r   )rf   r   expected_slicedfull_pickledsliced_pickledr   result_slicedr/   r/   r0   test_pickle_roundtrip)  s   





r  c                 C  sH   | j  j}|| j}t|jtrJ t|jtsJ t||  d S r   )	r   	to_pandasrd   r   r6   r   r   r   r   )rf   pd_arrayr   r/   r/   r0   test_astype_from_non_pyarrow9  s
   r  c                  C  s6   t dg} | d}t jdgdd}t|| d S )N1.0r   r9   rU   )rc   r   r   r   r   r   r   r   r/   r/   r0   &test_astype_float_from_non_pyarrow_strB  s   
r  c                 C  s   |   }| jj}tj|stj|stj|r"t	t
| }nt	| j}| jr8|t}tj|t| < t|| d S r   )r  r   rh   r*   rV   r^   r]   r\   r9  rd   list_hasnar   r  rc   r  r#  r   assert_numpy_array_equal)rf   r   r   r   r/   r/   r0   test_to_numpy_with_defaultsJ  s   



r  c                  C  sT   dd g} t j| dd}| }tjdt jgtd}t|d ts"J t	|| d S )Nr<   r   rU   r   )
rc   rd   r  r9  r  r  r   intr   r  )rf   r   r   r   r/   r/   r0   test_to_numpy_int_with_na_  s   r  zna_val, exp)r<   r<   c                 C  sH   t jt jt jgdd}|jd| d}tj|gd dd}t|| d S )Nnull[pyarrow]rU   r   )r6   r   r@   rc   rd   r  r  r9  r   r  )na_valr  r   r   r   r/   r/   r0   test_to_numpy_null_arrayi  s   r  c                  C  sH   t jt jt jgdd} | jd d}tjt jgd dd}t|| d S )Nr  rU   r@   r  r  )r   r   r   r/   r/   r0   !test_to_numpy_null_array_no_dtyper  s   r  c                 C  s   |   }|  }| d |d d < tj| d gt|  | jjd}t|| |  }| d d d |d d < | d d d }t|| |  }|  |d d < | }t|| d S )Nr   rU   r>   )	copyr"   ri   r  r   rh   r   r   tolist)rf   origr   r   r/   r/   r0   test_setitem_null_slicez  s    r  c                 C  s   | j j}tj|stj|rd}t}d}n tj|s)tj|s)tj	|r1d}tj
}d}nd}t}d}tj||d || d d < W d    d S 1 sPw   Y  d S )N{   zInvalid value '123' for dtypefoozCould not convertzInvalid value 'foo' for dtyper   )r   rh   r*   rV   r`   ra   r   ry   rX   rW   r+   r'   r%   )rf   r   
fill_valueerrr  r/   r/   r0   test_setitem_invalid_dtype  s(   


"r  zreturns object with 7.0r~   c                  C  sv   t jtdtdgt  d} | jt  tt  ijd}tj	tdtdgtt  d}t
|| d S )Nz
2019-12-31rh   types_mapperrU   )r*   rd   rc   	Timestampdate32r  r   date64getr   r   r   )
date_arrayr   r   r/   r/   r0   &test_from_arrow_respecting_given_dtype  s   
r(  zdoesn't raise with 7c                  C  sj   t jddgt  d} tjt jdd | jt  tt  ij	d W d    d S 1 s.w   Y  d S )Nr         @r   zFloat value 1.5 was truncatedr   r!  )
r*   rd   r   r'   r%   r+   r  r   r   r&  )rd   r/   r/   r0   -test_from_arrow_respecting_given_dtype_unsafe  s    "r*  c                  C  s   d} t jdddt jg| d}|d}t jdddt jg| d}t|| t jd	t jd
g| d}|d}t jdt jdg| d}t|| d S )Nr   r:   gGz?g{Gz@rU   r<   g333333?g@g^@gp=
cL@r>   g      ^@g      N@)rc   r   r  roundr   r   )r6   r   r   r   r/   r/   r0   
test_round  s   

r,  c                 C  sr   | \}}}|  g d}tj|d< |rt|}d}tjt|d || W d    d S 1 s2w   Y  d S )N)r@   r   r<   r>   zOsearchsorted requires array to be sorted, which is impossible with NAs present.r   )r  rc   r  r   r'   r%   r7  searchsorted)ru   	as_seriesrK   rl   rJ   r   r  r/   r/   r0    test_searchsorted_with_na_raises  s   


"r/  c               
   C  s^   t t jddgttt t dddgd} |  }| j	ddgd	}t
|| d S )
NrT  rU  rU   r<   r@   rJ   rK   rJ   rK   )by)rc   r  r   r   r*   
dictionaryint32r   r  sort_valuesr   r<  )r
  r   r   r/   r/   r0   test_sort_values_dictionary  s   r5  patabcz	a[a-z]{2}c                 C  sP   t jdd gtt d}|j| }t jdd gtt d}t	|| d S )Nr7  rU   r<   )
rc   r   r   r*   r   r   r   r3  r   r   )r6  r   r   r   r/   r/   r0   test_str_count     r8  c                  C  s^   t jdd gtt d} tjtdd | jj	ddd W d    d S 1 s(w   Y  d S )Nr7  rU   z	count notr   r<   flags)
rc   r   r   r*   r   r'   r%   rb   r   r   r   r/   r/   r0    test_str_count_flags_unsupported     "r=  zside, str_funcr  rjustr  ljustbothcenterc                 C  sb   t jdd gtt d}|jjd| dd}t jtd|ddd gtt d}t	|| d S )NrJ   rU   r   rT  )widthsidefillchar)
rc   r   r   r*   r   r   padr   r   r   )rD  str_funcr   r   r   r/   r/   r0   test_str_pad  s   rH  c                  C  s^   t jdd gtt d} tjtdd | j	ddd W d    d S 1 s(w   Y  d S )NrJ   rU   zInvalid side: foor   r   r  rT  )
rc   r   r   r*   r   r'   r%   r7  r   rF  r<  r/   r/   r0   test_str_pad_invalid_side  r>  rI  zpat, case, na, regex, expabFTAbz	a[a-z]{1}z	A[a-z]{1}c                 C  sT   t jdd gtt d}|jj| |||d}t j|tt d}t	|| d S )Nr7  rU   )casenaregex)
rc   r   r   r*   r   r   containsr  r   r   )r6  rL  rM  rN  r  r   r   r   r/   r/   r0   test_str_contains  s   rP  c                  C  ^   t jdd gtt d} tjtdd | jj	ddd W d    d S 1 s(w   Y  d S )Nr7  rU   zcontains notr   rJ   r<   r:  )
rc   r   r   r*   r   r'   r%   rb   r   rO  r<  r/   r/   r0   #test_str_contains_flags_unsupported  r>  rR  zside, pat, na, exp
startswithrK   endswithbcc                 C  sT   t jdd gtt d}t|j| ||d}t j|tt d}t	|| d S )Nr7  rU   )rM  
rc   r   r   r*   r   r   r   r  r   r   )rD  r6  rM  r  r   r   r   r/   r/   r0   test_str_start_ends_with"  s   
rW  zarg_name, argreplrL  r;  r<   c                 C  st   t jdd gtt d}dddd}||| < tjtdd |jj	d	i | W d    d S 1 s3w   Y  d S )
Nr7  rU   rK   rT  T)r6  rX  rN  zreplace is not supportedr   r/   )
rc   r   r   r*   r   r'   r%   rb   r   replace)arg_nameargr   kwargsr/   r/   r0   test_str_replace_unsupported2  s   "r]  zpat, repl, n, regex, exprJ   rT  r>   xbxcxbacz[a-b]xxxcc                 C  sT   t jdd gtt d}|jj| |||d}t j|tt d}t|| d S )NabacrU   )nrN  )	rc   r   r   r*   r   r   rY  r   r   )r6  rX  rb  rN  r  r   r   r   r/   r/   r0   test_str_replace>  s   	rc  c                  C  s^   t jdd gtt d} tjtdd | j	ddg W d    d S 1 s(w   Y  d S )Nr7  rU   zrepeat is notr   r<   r@   )
rc   r   r   r*   r   r'   r%   rb   r   repeatr<  r/   r/   r0   test_str_repeat_unsupportedM  r>  re  zUnsupported for pyarrow < 7r   c                  C  P   t jdd gtt d} | jd}t jdd gtt d}t|| d S )Nr7  rU   r@   abcabc)	rc   r   r   r*   r   r   rd  r   r   r
  r/   r/   r0   test_str_repeatS  s   rh  zpat, case, na, expc                 C  R   t jdd gtt d}|jj| ||d}t j|tt d}t	|| d S Nr7  rU   )rL  rM  
rc   r   r   r*   r   r   r   r  r   r   r6  rL  rM  r  r   r   r   r/   r/   r0   test_str_match_     rm  Abcc                 C  ri  rj  rk  rl  r/   r/   r0   test_str_fullmatchq  rn  rp  zsub, start, end, exp, exp_typr   r@   c                 C  sN   t jdd gtt d}|jj| ||d}t j|t|d}t|| d S )Nr7  rU   )startend)	rc   r   r   r*   r   r   findr   r   )subrq  rr  r  exp_typr   r   r   r/   r/   r0   test_str_find  s   rv  c                  C  rQ  )Nr7  rU   zfind not implementedr   rJ  r<   )rq  )
rc   r   r   r*   r   r'   r%   rb   r   rs  r<  r/   r/   r0   test_str_find_notimplemented  r>  rw  zi, exp)rK   eN)rl   rx  N)rl   NN)rJ   NNr  c                 C  sL   t jg dtt d}|j| }t j|tt d}t|| d S )N)r7  deNrU   )	rc   r   r   r*   r   r   r&  r   r   )r   r  r   r   r   r/   r/   r0   test_str_get  s   r{  z=TODO: StringMethods._validate should support Arrow list typesc                  C  sX   t tttdtdd g} | jd}t jg dtt	 d}t
|| d S )Nr7  123=za=b=cz1=2=3NrU   )rc   r   r"   r*   rd   r  r   joinr   r   r   r   r
  r/   r/   r0   test_str_join  s   "r  c                  C  sN   t ttg d} | jd}t jg dtt d}t	
|| d S )N)r7  r|  Nr}  r~  rU   )rc   r   r"   r*   rd   r   r  r   r   r   r   r
  r/   r/   r0   test_str_join_string_type  s   r  zstart, stop, step, expc                 C  P   t jdd gtt d}|j| ||}t j|tt d}t|| d S NabcdrU   )	rc   r   r   r*   r   r   slicer   r   )rq  stopstepr  r   r   r   r/   r/   r0   test_str_slice     	r  zstart, stop, repl, expaxcdxcdcdc                 C  r  r  )	rc   r   r   r*   r   r   slice_replacer   r   )rq  r  rX  r  r   r   r   r/   r/   r0   test_str_slice_replace  r  r  zvalue, method, exp)a1cisalnumT)z!|,r  F)aaaisalphaT)z!!!r  F)u   ٠	isdecimalT)z~!r  F)rL   isdigitT)~r  F)r  islowerT)aaAr  F)r|  	isnumericT)11Ir  F) isspaceT) r  F)zThe ThatistitleT)zthe Thatr  F)AAAisupperT)AAcr  Fc                 C  sR   t j| d gtt d}t|j| }t j|d gtt d}t	|| d S NrU   rV  )valuer"  r  r   r   r   r/   r/   r0   test_str_is_functions  s   r  zmethod, exp
capitalizezAbc deftitlezAbc DefswapcasezAbC Defr  zabc defupperzABC DEFcasefoldc                 C  sR   t jdd gtt d}t|j|  }t j|d gtt d}t|| d S )NzaBc dEFrU   	rc   r   r   r*   r   r   r   r   r   )r"  r  r   r   r   r/   r/   r0   test_str_transform_functions  s   r  c                  C  sN   t jdd gtt d} | j }t jdd gtt d}t	|| d S )Nr  rU   r7   )
rc   r   r   r*   r   r   r  r3  r   r   r
  r/   r/   r0   test_str_len  s   
r  zmethod, to_strip, val)rY  Nz abc )rY  rT  xabcx)lstripNz abc)r  rT  xabc)rstripNzabc )r  rT  abcxc                 C  sV   t j|d gtt d}t|j| |d}t jdd gtt d}t|| d S )NrU   )to_stripr7  r  )r"  r  valr   r   r   r/   r/   r0   test_str_strip  s   r  r  abc123c                 C  P   t j| d gtt d}|jd}t jdd gtt d}t|| d S NrU   r|  r7  )	rc   r   r   r*   r   r   removesuffixr   r   r  r   r   r   r/   r/   r0   test_str_removesuffix  r9  r  123abcc                 C  r  r  )	rc   r   r   r*   r   r   removeprefixr   r   r  r/   r/   r0   test_str_removeprefix&  r9  r  errorsignorestrictzencoding, exputf8s   abcutf32s     a   b   c   c                 C  sR   t jdd gtt d}|j|| }t j|d gtt d}t	|| d S Nr7  rU   )
rc   r   r   r*   r   r   encodebinaryr   r   )r  encodingr  r   r   r   r/   r/   r0   test_str_encode.  s   	r  c                 C  s^   t jg dtt d}|jjd| d}t jdgg d gttt d}t	|| d S )N)r7  efgNrU   rK   r:  )
rc   r   r   r*   r   r   findalllist_r   r   )r;  r   r   r   r/   r/   r0   test_str_findall=  s   $r  r"  r4  rindexz
start, endc                 C  s   t jdd gtt d}t|j| d||}t jdd gtt d}t	|| t
jtdd t|j| d|| W d    d S 1 sGw   Y  d S )NabcbarU   rl   r@   zsubstring not foundr   r  )rc   r   r   r*   r   r   r   r   r   r   r'   r%   r7  )r"  rq  rr  r   r   r   r/   r/   r0   test_str_r_indexE  s   	"r  formNFCNFKCc                 C  s>   t jdd gtt d}|j| }| }t	|| d S r  )
rc   r   r   r*   r   r   	normalizer  r   r   )r  r   r   r   r/   r/   r0   test_str_normalizeW  s   r  c                 C  sT   t jg dtt d}|jd| |}t jg dtt d}t	|| d S )N)r  r  NrU   rl   )r@   r>   N)
rc   r   r   r*   r   r   rfindr   r   r   )rq  rr  r   r   r   r/   r/   r0   test_str_rfind_  s   r  c                  C  sT   t jdd gtt d} | jddi}t jdd gtt d}t|| d S )Nr  rU   r  rK   bbcbb)	rc   r   r   r*   r   r   	translater   r   r
  r/   r/   r0   test_str_translatem  s   r  c                  C  rf  )Nr  rU   r   zabc
ba)	rc   r   r   r*   r   r   wrapr   r   r
  r/   r/   r0   test_str_wrapt  s   r  c                  C  sb   t jg dtt d} | j }t jg dg dg dgtt g dd}t	
|| d S )N)za|bNza|crU   )TTFr  r  )rJ   rK   rl   )r6   r  )rc   r   r   r*   r   r   get_dummiesr  r  r   r<  r
  r/   r/   r0   test_get_dummies{  s   

r  c                  C  s  t jdd gtt d} | jd}t jg dg dgtt d}t	|| | jjddd}t t
tg dd g}t|| | jd}t jg dg dgtt d}t	|| | jjddd}t t
tg dd g}t|| d S )	Nr  rU   rK   )rJ   rK   cbar  Fexpand)r7  rK   rJ   )rc   r   r   r*   r   r   	partitionr  r   r<  r"   rd   r   
rpartitionr
  r/   r/   r0   test_str_partition  s"   r  c                  C  sf  t jg dtt d} | jd}t ttg dg dd g}t	
|| | jjddd}t ttdd	gd
d	gd g}t	
|| | jjddd}t ttddgddgd g}t	
|| | jjdddd}t ttg dttg dd}t	|| | jjddd}t ttg dttg dd}t	|| d S )Na1cbcba2cbcbNrU   rl   a1rK   rK   a2rK   rK   r<   rb  r  bcbr  z[1-2]T)rN  rJ   cbcb)rN  r  )rJ   rJ   N)r  r  Nr   r<   rA   r  rJ   r  Nr  NN)rc   r   r   r*   r   r   splitr"   rd   r   r   r  r<  r
  r/   r/   r0   test_str_split  s<   r  c                  C  s(  t jg dtt d} | jd}t ttg dg dd g}t	
|| | jjddd}t ttdd	gd
d	gd g}t	
|| | jjdddd}t ttg dttg dd}t	|| | jjddd}t ttg dttg dd}t	|| d S )Nr  rU   rl   r  r  r<   r  a1cbrK   a2cbT)rb  r  )r  r  N)rK   rK   Nr  rA   r  r  r  )rc   r   r   r*   r   r   rsplitr"   rd   r   r   r  r<  r
  r/   r/   r0   test_str_rsplit  s2   r  c                  C  sZ   t jdd gtt d} tjtdd | j	d W d    d S 1 s&w   Y  d S )Nr7  rU   z,str.extract not supported with pd.ArrowDtyper   z[ab](\d))
rc   r   r   r*   r   r'   r%   rb   r   extractr<  r/   r/   r0   test_str_unsupported_extract  s   "r  r6  )r2  r1  r_  r`  c                 C  sF   ddg}t | }tj||d}tt jdd g|d}t|| d S )N1000NaTrU   i  r   )r*   durationr"   r   rd   r   r   )r6  stringsr   r   r   r/   r/   r0   #test_duration_from_strings_with_nat  s
   
r  c                 C  sX   | j j}tj|s*tjtdd t	| j
 W d    d S 1 s#w   Y  d S d S )Nz2Can only use .dt accessor with datetimelike valuesr   )r6   r4   r*   rV   r   r'   r%   AttributeErrorrc   r   r  rz   r/   r/   r0   test_unsupported_dt  s   "r  zprop, expectedyear  dayday_of_week	dayofweekweekdayday_of_year	dayofyearhourminuteis_leap_yearz.is_leap_year not implemented for pyarrow < 8.0r$   )marksmicrosecondrI   month
nanosecondr  quartersecondrs   r   r   c                 C  s   t jt jddddddddd	d gttd
d}t|j| }d }t|t	r+t
 }n
t|tr5td
}t ttj|d g|d}t|| d S )Nr  r<   r@   r   r7   rs   rI   r  )r  r  r   r  r  r  r
  r  r2  rU   r   )rc   r   r#  r   r*   r  r   r  r   r   r$  r   time64r"   rd   r   r   )propr   r   r   exp_typer/   r/   r0   test_dt_properties	  s.   




r  c               	   C     t jtdddddtdddddtdddddd gttdd	} | jj}t jg d
tt d	}t	
|| | jj}t jg dtt d	}t	
|| d S )Nr  rE   r@   r   r  r  r   r  r<   rF   r1  rU   FTFNFFTN)rc   r   r   r   r*   r  r  is_month_startr  r   r   is_month_endr
  r/   r/   r0   test_dt_is_month_start_end;	     	r  c               	   C  s   t jtdddddtdddddtdddddd gttdd} | jj}t jg d	tt d}t	
|| | jj}t jg d
tt d}t	
|| d S )Nr  rE   rF   r   r  r<   r1  rU   r  )TFFN)rc   r   r   r   r*   r  r  is_year_startr  r   r   is_year_endr
  r/   r/   r0   test_dt_is_year_start_endN	  r  r  c               	   C  r  )Nr        r   r  r<   rF   r1  rU   r  r  )rc   r   r   r   r*   r  r  is_quarter_startr  r   r   is_quarter_endr
  r/   r/   r0   test_dt_is_quarter_start_enda	  r  r"  days_in_monthdaysinmonthc              	   C  sz   t jtdddddtdddddtdddddd gttdd	}t|j| }t jg d
tt d	}t	
|| d S )Nr  r   r  r  r7   r<   r@   r1  rU   )rF   r     N)rc   r   r   r   r*   r  r   r  r   r   r   )r"  r   r   r   r/   r/   r0   test_dt_days_in_montht	  s   	r&  c                  C  s   t jtddddtdddddtdddd	d
d
dd gttdd} | j }t jtddddtddddtddddd gttdd}t	|| d S )Nr  r   r  r  r  r   r7   r<   r  r@      ;   )r  r  r   r  r  r  r1  rU   )
rc   r   r   r   r*   r  r  r  r   r   r
  r/   r/   r0   test_dt_normalize	  s$   
		r*  r1  r2  c                 C  sx   t jtdddddd gtt| d}|jj| ksJ |jj}t t	tj
tddd gt| d}t|| d S )	Nr  r<   r@   r   r  rU   r   r   )rc   r   r   r   r*   r  r  r6  r   r"   rd   r  r   r   r6  r   r   r   r/   r/   r0   test_dt_time_preserve_unit	  s    r,  r   )Nr  
US/Pacificc                 C  sJ   t jtdddddd gttjd| dd}|jj}|t	| ks#J d S )	Nr  r<   r@   r   r  r2  r   rU   )
rc   r   r   r   r*   r  r  r   r   maybe_get_tz)r   r   r   r/   r/   r0   
test_dt_tz	  s   r0  c                  C  sb   t jtdddddd gttdd} | j }t jg dg d	gg d
dd}t	
|| d S )Nr  r<   r@   r   r  r2  rU   )r  r<   r<   r  )r  weekr   r   r  r6   )rc   r   r   r   r*   r  r  isocalendarr  r   r<  r
  r/   r/   r0   test_dt_isocalendar	  s   
r4  day_nameSunday
month_nameJanuaryc                 C  sd   t | tjtdddd gttdd}t|j|  }tj|d gtt	 d}t
|| d S )Nr  r<   r_  rU   )r1   rc   r   r   r   r*   r  r   r  r   r   r   )r"  r  r.   r   r   r   r/   r/   r0   test_dt_day_month_name	  s
   $r9  c                 C  sf   t |  tjtdddddd gttdd}|jd}tjd	d gtt	 d}t
|| d S )
Nr  r<   r@   r   r  r2  rU   z%Y-%m-%dT%H:%M:%Sz2023-01-02T03:00:00.000000000)r1   rc   r   r   r   r*   r  r  strftimer   r   r   )r.   r   r   r   r/   r/   r0   test_dt_strftime	  s   r;  )ceilr  r+  c                 C  s   t jtdddddd gttdd}tjtdd	 t	|j
| d
dd W d    n1 s0w   Y  tjtdd	 t	|j
| d
dd W d    d S 1 sRw   Y  d S )Nr  r<   r@   r   r  r2  rU   zambiguous is not supported.r   1Hr  	ambiguousznonexistent is not supported.nonexistent)rc   r   r   r   r*   r  r'   r%   rb   r   r  r"  r   r/   r/   r0   *test_dt_roundlike_tz_options_not_supported	  s   "rC  c                 C  s   t jtdddddd gttdd}tjtdd	 t	|j
| d
 W d    n1 s.w   Y  tjtdd	 t	|j
| d  W d    d S 1 sNw   Y  d S )Nr  r<   r@   r   r  r2  rU   zfreq='1B' is not supportedr   1Bz$Must specify a valid frequency: None)rc   r   r   r   r*   r  r'   r%   r7  r   r  rB  r/   r/   r0   "test_dt_roundlike_unsupported_freq	  s   "rE  z'Methods not supported for pyarrow < 7.0freq)DHTSLUNc                 C  sn   t tddddd g}ttd}t|j|d|  |}t||j|d|  }t	
|| d S )Nr  r<   r'  r2  rA   )rc   r   r   r   r*   r  r   r  r   r   r   )rF  r"  r   re   r   r   r/   r/   r0   test_dt_ceil_year_floor	  s   rN  c                  C  s   t dddt dddg} tj| ttdd}d}tjt|d |j	
 }W d    n1 s1w   Y  tj| td}t|| tdd	 |D sNJ d
}tjt|d |dj	
 }W d    n1 sjw   Y  t|| d S )NrC   r<   r  r2  rU   CThe behavior of ArrowTemporalProperties.to_pydatetime is deprecatedr   c                 s  s    | ]	}t |tu V  qd S r   )rh   r   ).0resr/   r/   r0   	<genexpr>
  s    z(test_dt_to_pydatetime.<locals>.<genexpr>z>The behavior of DatetimeProperties.to_pydatetime is deprecatedzdatetime64[ns])r   rc   r   r   r*   r  r   assert_produces_warningFutureWarningr  r  r9  rd   r  r  r   r   )rf   r   r  r   r   r/   r/   r0   test_dt_to_pydatetime
  s   rU  	date_typer   @   c              	   C  s   t jtdddgtttd|   d}d}tjt|d- t	j
tdd |j  W d    n1 s6w   Y  W d    d S W d    d S 1 sNw   Y  d S )	NrC   rE   rF   r   rU   rO  r   z#to_pydatetime cannot be called with)rc   r   r   r   r   r*   r   rS  rT  r'   r%   r7  r  r  )rV  r   r  r/   r/   r0    test_dt_to_pydatetime_date_error
  s   "rX  c                  C  s   t jtdddddd gttdd} tjtdd	 | j	j
d
dd W d    n1 s.w   Y  tjtdd	 | j	j
d
dd W d    d S 1 sNw   Y  d S )Nr  r<   r@   r   r  r2  rU   z ambiguous='NaT' is not supportedr   r  r  r>  z"nonexistent='NaT' is not supportedr@  )rc   r   r   r   r*   r  r'   r%   rb   r  tz_localizer<  r/   r/   r0   *test_dt_tz_localize_unsupported_tz_options%
  s   "rZ  c                  C  sp   t jtdddddd gttjdddd	} | jd }t jtdddddd gttdd	}t	|| d S )
Nr  r<   r@   r   r  r2  r-  r.  rU   )
rc   r   r   r   r*   r  r  rY  r   r   r
  r/   r/   r0   test_dt_tz_localize_none1
  s   r[  c                 C  s   t | tjtdddddd gtt| d}|jd}tj	tdddddd gt| d}tj
|d}tt|}t|| d S )	Nr  r<   r@   r   r  rU   r-  r   r1   rc   r   r   r   r*   r  r  rY  rd   computeassume_timezoner"   r   r   )r6  r.   r   r   exp_datar   r/   r/   r0   test_dt_tz_localize>
  s   r`  znonexistent, exp_dateshift_forwardrE   r  shift_backwardz2023-03-12 01:59:59.999999999c                 C  s   t | tjtddddddd gttdd}|jjd	| d
}tj	|d gtdd}tj
|d	}tt|}t|| d S )Nr  r   rE   r@   r  )r  r  r   r  r  r2  rU   r-  r@  r   r\  )rA  exp_dater.   r   r   r_  r   r/   r/   r0   test_dt_tz_localize_nonexistentO
  s   rd  c                  C  sh   t jtdddddd gttdd} tjtdd	 | j	
d
 W d    d S 1 s-w   Y  d S )Nr  r<   r@   r   r  r2  rU   z"Cannot convert tz-naive timestampsr   r  )rc   r   r   r   r*   r  r'   r%   r   r  
tz_convertr<  r/   r/   r0    test_dt_tz_convert_not_tz_raisesd
  s   "rf  c                  C  sn   t jtdddddd gttddd} | jd }t jtdddddd gttdd}t	|| d S )	Nr  r<   r@   r   r  r2  r-  rU   
rc   r   r   r   r*   r  r  re  r   r   r
  r/   r/   r0   test_dt_tz_convert_nonem
  s   rh  c                 C  sp   t jtdddddd gtt| dd}|jd}t jtdddddd gtt| dd}t	|| d S )	Nr  r<   r@   r   r  r-  rU   z
US/Easternrg  r+  r/   r/   r0   test_dt_tz_convertz
  s   ri  r   c                 C  sD   t jd gdd}t|| |d}|r| dk}nt j}||u s J d S )Nr   rU   r   r   )rc   r   r   r  )r   r   r   r   r   r/   r/   r0   #test_boolean_reduce_series_all_null
  s   
rj  c                  C  s   g d} g d}d g}| | | }dgt |  dgt |  d gt |  }tj|t d}tj|dd}t|| ddg}t	j
tjd	d
 tj|t d W d    d S 1 s]w   Y  d S )N)trueTRUETruerA   r	  )falseFALSEFalse0rB   TFrU   r  rm  r  zFailed to parser   )r  r"   r   r*   r  rc   rd   r   r   r'   r%   r+   )true_stringsfalse_stringsnullsr  boolsr   r   r/   r/   r0   %test_from_sequence_of_strings_boolean
  s   ("rv  c                 C  sB   t jg | d}| }t |tjg tjd g}t|| d S r  )	rc   r   r  concatr9  rd   r  r   r   )r6   r   r   r   r/   r/   r0   %test_concat_empty_arrow_backed_series
  s   rx  r   zstring[pyarrow]c                 C  s>   t d }tj|| d}tjt|| d}t|| d S )Nzthe quick brown foxrU   )r*   rd   r  rc   r   r"   r   r   )r6   r   r   r   r/   r/   r0   test_series_from_string_array
  s   ry  c                      r|   )OldArrowExtensionArrayc                   s   t   }|d|d< |S )Nr   _data)r   __getstate__pop)r   stater   r/   r0   r|  
  s   
z#OldArrowExtensionArray.__getstate__)r   r   r   r|  r   r/   r/   r   r0   rz  
  r   rz  c                  C  sV   t dg} t| }tt|}t|| |jt 	| ks"J t
|dr)J d S )Nr<   r{  )r*   rd   rz  r  r   r  r   r   r   chunked_arrayhasattr)rf   r   r   r/   r/   r0   #test_pickle_old_arrowextensionarray
  s   r  c                  C  sT   d} t ttj| ftjdg}| }d|tj| ftjd< |j|jks(J d S )Nih6 rU   F)	r"   r*   r  r9  onesr  r  zerosr   )rM  r   r   r/   r/   r0   /test_setitem_boolean_replace_with_mask_segfault
  s
   r  zdata, arrow_dtyperO   rP   c                 C  s:   t |}tjt| |d}tj| |d}t|| d S r  )r   rc   rd   r9  r   r   )rf   r  r6   r   r   r/   r/   r0   -test_conversion_large_dtypes_from_numpy_array
  s   r  c                  C  sl   t jdd d gitt d} t jdddgidd}t j| |gdd}t jdg didd}t|| d S )	NrJ   rU   r   r<   r   T)ignore_index)NNr   r<   )rc   r  r   r*   nullrw  r   r<  )r
  df2r   r   r/   r/   r0   test_concat_null_array
  s
   r  c                 C  sN   t jg dt| d}| }t jg dtt g dd}t|| d S )Nr<   r@   r   rU   )r   r@   r<   r<   r   g       @r)  r   r   r   r   r   25%50%75%r   r6   r4  )rc   r   r   describer*   r   r   r   r   rf   r   r   r/   r/   r0   test_describe_numeric_data
  s   
r  c                 C  s^   t jtddt| d}| }t jdgt jg d| jd  tg dd}t	
|| d S )	Nr<   rH   rU   	   )rI   r@   r<   r   rI   rs   r  r6  r  r  )rc   r   r  r   r  to_timedeltar6  r  r  r   r   r  r/   r/   r0   test_describe_timedelta_data
  s   r  c                   sX   t jtddt d}| }t jdg fdddD  tg dd	}t|| d S )
Nr<   rH   rU   r  c                   s    g | ]}t j| j jd qS ))r   r6  )rc   r#  r   r6  )rP  vr   r/   r0   
<listcomp>  s    z/test_describe_datetime_data.<locals>.<listcomp>)rI   r<   r   rI   rs   r  )r   r   r   r  r  r  r   r  )rc   r   r  r   r  r  r   r   r  r/   r  r0   test_describe_datetime_data  s   
	r  c                 C  s<   g d}t j|t| d}|d}|d }||ksJ d S )Nr  rU   g?r   )rc   r   r   r  )r   rf   r   r   r   r/   r/   r0   test_quantile_temporal  s
   
r  c                  C  sB   t jtdgt  d} tj| t| jd}t	|dksJ d S )Nz
2020-01-01r   rU   z+0    2020-01-01
dtype: date32[day][pyarrow])
r*   rd   r   fromisoformatr$  rc   r   r   rh   repr)arrow_dtr   r/   r/   r0   test_date32_repr  s   r  z9Function 'add_checked' has no kernel matching input typesc                  C  s   t dd g} t dd g}t j| ttdd}t j|ttdd}|| }t jdd gttdd}t	|| d S )Nr<   r2  rU   r@   )
rc   to_datetimer  r   r   r*   r  r  r   r   )data_tsdata_tdser_tsser_tdr   r   r/   r/   r0   2test_duration_overflow_from_ndarray_containing_nat%  s   r  c                 C  s\   t | }|dksJ | jr|dv rtjjdd}|j| |t jt| ddks,J d S )Nzunknown-array)floating
datetime64timedelta64zfin infer_dtype pd.NA is not ignored in these cases even with skipna=True in the list(data) check belowr~   Tr   )	r
   infer_dtyper  r'   r(   r)   r,   r-   r  )rf   r.   rQ  r(   r/   r/   r0   test_infer_dtype_pyarrow_dtype5  s   
r  c                 C  sz   d}| j }tj| rtj||d|g}ntj||| jd|g}t	j
|| d}t	tj|g| d}t|| d S )Nr   r  r6  r   rU   r   )r6  r*   rV   r^   rc   	Timedeltaas_unitr#  r   r"   ri   rd   r   r   )r   r  r6  seqr   r   r/   r/   r0   test_from_sequence_temporalC  s   r  c                 C  s   | j }tj| rtjd|d|}ntjd|| jd|}t	tj
g d| d}| }||d d < t	tj
g d| d}t|| d S )Nr<   r  r  r  r   )r<   r<   r<   )r6  r*   rV   r^   rc   r  r  r#  r   r"   rd   r  r   r   r   r6  r  r   r   r   r/   r/   r0   test_setitem_temporalT  s   r  c                 C  s   t rtj| rtjjtjdd}|j	| t
tjg d| d}| j}|tjd|d| }t
tjg d| d}t|| d S )Nz>Function 'subtract_checked' has no kernel matching input typesr$   r  r   r<   r  )r   r<   r@   )r   r*   rV   r^   r'   r(   r)   r   r,   r-   r"   rd   r6  rc   r  r  r   r   )r   r.   r(   r   r6  r   r   r/   r/   r0   test_arithmetic_temporalg  s   r  c                 C  s   | j }tj| rtjd|d|}ntjd|| jd|}t	tj
g d| d}||k}t	tj
g dt d}t|| d S )Nr<   r  r  r  r   )FTT)r6  r*   rV   r^   rc   r  r  r#  r   r"   rd   r  r   r   r  r/   r/   r0   test_comparison_temporalz  s   r  c                 C  s   t tjg d| d}|d }tj| r*tjd| jd| j}t	|tjs)J ntj
d| j| jd| j}t	|tj
s@J |j|jksHJ ||ksNJ d S )Nr  r   r<   r@   r  r  )r"   r*   rd   rV   r^   rc   r  r6  r  r   r#  r   r   r   r   r   r/   r/   r0   test_getitem_temporal  s   r  c                 C  s   t tjdd g| d}t|}tj| r/tjd| jd	| jtj
g}t|d tjs.J ntjd| j| jd	| jtj
g}t|d tjsJJ |d j|d jksVJ ||ks\J d S )Nr<   r   r  r   r  )r"   r*   rd   r  rV   r^   rc   r  r6  r  r  r   r#  r   r  r/   r/   r0   test_iter_temporal  s   r  c                 C  sR   t j| d d g dd}|jdd }t jddgdd	d
gd}t|| d S )Nr   )rJ   rJ   rK   r  r   )levelr@   r<   r   rJ   rK   r  )rc   r   r  sizer   r   )rf   r   r   r   r/   r/   r0   'test_groupby_series_size_returns_pa_int  s   r  c                 C  s   t tjdd g| d}| }tj| r/tjd| jd	| jtj
g}t|d tjs.J ntjd| j| jd	| jtj
g}t|d tjsJJ tj|td}|d j|d jks]J t|| d S )Nr<   r   r  r   r  rU   )r"   r*   rd   r  rV   r^   rc   r  r6  r  r  r   r#  r   r9  r  r   r  r  r/   r/   r0   test_to_numpy_temporal  s   r  c                 C  s\   t ddg| | d}|d }t jddggt jdgddddgdd}t|| d S )	Nr<   r   rn   )r   ro   rp   r   )r4  r  r6   )rc   r  r  r   r  r   r<  )rj   r
  r   r   r/   r/   r0   %test_groupby_count_return_arrow_dtype  s   r  c                  C  sD   t jddgddggttjt ddd} | jj}|tks J d S )Nr<   r@   r   r7   )	list_sizerU   )	rc   r   r   r*   r  r   r6   rh   r  )r   r   r/   r/   r0   test_fixed_size_list  s
   "r  c                  C  s@   t jt jddddgttdd} t| }d}||ksJ d S )N2012r   )rB  colrG  r2  z#     col
0  15340
1  15341
2  15342)rc   r  period_ranger   r#   r  )r
  r   r   r/   r/   r0   'test_arrowextensiondtype_dataframe_repr  s   
r  c                 C  sh   t jd dgt| d}t tjddgd| j dd}||}t jddgt| d}t|| d S )Nr@   rU   r<   r   zm8[ra  )	rc   r   r   r9  rd   r6  r$  r   r   )r   ser1ser2r   r   r/   r/   r0   test_duration_fillna_numpy  s
   "
r  c                  C  s`   t jdgdd} t jd gdd}tjtjjdd | |k  W d    d S 1 s)w   Y  d S )Nl            r   rU   r   zInteger valuer   )rc   r   r'   r%   r*   r
   r+   r0  r/   r/   r0   +test_comparison_not_propagating_arrow_error  s
   
"r  c                  C  s   t t dg t dg g} tt| }| \}}tjddgtj	d}t
t|  }t|| t|| d S )NrJ   rK   r   r<   rU   )r*   r  rd   dictionary_encoderc   r   r"   	factorizer9  intpr  r   r   r  r  )r   r   res_indicesres_uniquesexp_indiciesexp_uniquesr/   r/   r0   !test_factorize_chunked_dictionary  s   r  c                  C  sH   t jdgdd} t jdgdd}t jdgdd}| | }t|| d S )Nir   rU   r7   r=   r  )rJ   rK   r   r   r/   r/   r0   test_arrow_floordiv  s
   r  (  r  
__future__r   r   r   r   r   decimalr   ior   r	   r  r  r  numpyr9  r'   pandas._libsr
   pandas._libs.tslibsr   pandas.compatr   r   r   r   r   r   r   r   r   pandas.core.dtypes.dtypesr   r   pandasrc   pandas._testing_testingr   pandas.api.extensionsr   pandas.api.typesr   r   r   r   r   r   r   pandas.tests.extensionr   importorskipr*   pandas.core.arrays.arrow.arrayr"   (pandas.core.arrays.arrow.extension_typesr#   r1   fixtureALL_PYARROW_DTYPESr   r6   rf   rj   rk   rq   ru   rw   r{   BaseCastingTestsr}   BaseConstructorsTestsr   BaseGetitemTestsr   BaseAccumulateTestsr   BaseReduceTestsr   BaseGroupbyTestsr   BaseDtypeTestsr  BaseIndexTestsr  BaseInterfaceTestsr  BaseMissingTestsr   BasePrintingTestsr'  BaseReshapingTestsr(  BaseSetitemTestsr+  BaseParsingTestsr-  BaseUnaryOpsTestsr?  BaseMethodsTestsrA  BaseArithmeticOpsTestsrN  BaseComparisonOpsTestsr  r  r(   r   ALL_INT_PYARROW_DTYPESr  r  r  r  r  r  r  r  byteslarge_binarylarge_stringr  r   r  
large_listmap_r   structr  dictr2  r  r  r  r  r  r  r  r  r  r  r  r  r:  r  r  r  r  skipifr(  r*  r,  r/  r5  r8  r=  rH  rI  rP  rR  rW  compiler]  rc  re  r)   rb   rh  rm  rp  r3  rv  rw  r{  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r5   r  r  r  r"  r&  r*  r,  r0  r4  r9  r;  rC  rE  rN  rU  rX  rZ  r[  r`  r#  rd  rf  rh  ri  rj  rv  rx  ry  rz  r  r  r  r  FLOAT_PYARROW_DTYPESr  TIMEDELTA_PYARROW_DTYPESr  DATETIME_PYARROW_DTYPESr  r  r  r   r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r/   r/   r/   r0   <module>   s   ,$	

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
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>P D'A  5+ "
L

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		

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
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	


	 



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


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
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
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
	
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	

							