
    Oh                   %   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 dd
lm Z m!Z! ddl"Z#ddl$m%Z& ddl'm(Z( ddl)m*Z*m+Z+m,Z,m-Z-m.Z.m/Z/m0Z0 ddl1m2Z2  ejf                  d      Z4ddl5m6Z6 ddl7m8Z8 d Z9 ejt                  e&jv                  e<      d        Z=ejt                  d        Z>ejt                  d        Z? ejt                  ddg      d        Z@ejt                  d        ZAejt                  d        ZBejt                  d        ZCejt                  d        ZD G d de2j                        ZF G d  d!      ZGej                  j                  d"e&j                        d#        ZKd$ ZLd% ZMd& ZNd' ZOd( ZPej                  j                  d)g d*      ej                  j                  d+d,d,d,gg      d-               ZQej                  j                  d.g d/d0dggg d1dgggd2d3g4      d5        ZRd6 ZSej                  j                  d7e4j                         eUge4j                  d8      eUge4j                         eUge4j                         e<ge4j                  e4j                               eZge4j                  e4j                               eZge4j                  e4j                         e4j                               eZge4j                  d9e4j                         fd:e4j                         fg      e`ge4j                  e4j                         e4j                               e!gg	      d;        Zbd< Zcd= Zdd> Zed? Zfd@ ZgdA ZhdB ZidC ZjdD ZkdE ZldF ZmdG Znej                  j                  dHejP                  ej                  fdIg      dJ        ZpdK ZqdL ZrdM ZsdN ZtdO ZudP ZvdQ ZwdR ZxdS Zyej                  j                  dTdUdVg      dW        ZzdX Z{ej                  j                  dYdZd[gd\d]gd^d_gg      d`        Z|da Z}ej                  j                  dbdcddddddedggdfdeddddddggdcdddedddedeggdgddddededggdhdeddedddggg      di        Z~dj Zej                  j                  dkdldcdg dmgdldnddg dogdpdndeg dqgdpdrdg dmgdldsdg dtgdpdudg dtgdldvdg dwgdpdvdg dwgg      dx        Zej                  j                  dydz      d{        Zej                  j                  d|dT ej                  dn      gd}e<gd~ddgddgg      d        Zej                  j                  ddddddddggdddddddggddddeddggg      d        Zd Zd Zd Zej                  j                  ddcddddedggdfdeddddggdrdeddddggdcdddededeggdgddddedggdhdeddddggg      d        Zej                  j                  ddUdddg dgddedg dgdrdedg dgdcdddg dgdVdddg dgdhdedg dgddddg dgddddg dgddedg dgddedg dgg
      d        Zej                  j                  ddcddddge4j                         gdrddddge4j                         gg      d        Zd Zd Zd Zd Zej                  j!                  ed      ej                  j                  dg d      ej                  j                  dg d      ej                  j                  dg d      d                             Zd Zej                  j                  ddg dgdg dgdg dgdg dgd0g dgg      d        Zej                  j)                  de      d        Zd Zej                  j                  dddddcdggddddcdggddddrdggdddddgfg      d        Zej                  j                  ddddddggdddddggdddddggg      d        Zej                  j                  dg dg d¢g dâg dĢg dŢg dƢg dǢg dȢg dɢg dʢg dˢg d̢g d͢g d΢g dϢg dТg dѢg dҢg      dӄ        Zej                  j                  dddgddgddgddgddgddgg      d        Zd Zej                  j                  dg dg dg dg dg dg dg      d        Zej                  j                  dddUg      d        Zej                  j                  dddUg      d        Zej                  j                  dddg      ej                  j                  dddgddgg      d               Zej                  j                  dddg      d        Zej                  j                  dddg      ej                  j                  dddgdd0gg      d               Zej                  j                  ddd g      d        Zej                  j                  dddgdd0gg      d        Zd Zd Zd Zd Zej                  j                  dddg      d	        Zd
 Zd Zd Zej                  j                  ddeddg      d        Zd Zej                  j                  dg d      d        Zd Zej                  j                  dddgddgddgddgddgddgddgddgdd0gdddgd d!gd"dgd#d$gd%dgd&d'gd( eddd      gd) edd0d'd!      gg      d*        Zd+ Zd, Zd- Zej                  j                  dd.d/g      d0        Zd1 Zej                  j                  dd2d3g      d4        Zej                  j                  d5g d6      d7        Zd8 Zej                  j                  dԐd9d:gd;d<gg      d=        Zd> Zej                  j                  dg d?      d@        Zej                  j                  dg d?      dA        Zej                  j                  dBg dC      ej                  j                  dg d?      dD               ZdE Zej                  j                  dFdGdHg      dI        ZdJ ZdK Zej                  j                  dd2d3g      dL        Zej                  j                  dMdN edddOdP      gdQ e#j                  dR      gg      dS        ZŐdT ZƐdU Zej                  j                  dd2d3g      dV        Zej                  j                  dWdXdYg      dZ        Zej                  j                  dd[dgd\dgd]dgd^d0gg      d_        Zʐd` Zːda Z̐db Zej                  j                  dcdeddg      dd        Zΐde Zϐdf Zej                  j                  dWdgdhg      di        Z G dj dke6      ZҐdl ZӐdm Zej                  j                  dndodpge4j                         fddnge4j                         fg      dq        ZՐdr Zej                  j                  d"e&j                  e&j                  z         ds        Zej                  j                  d"e&j                        dt        Zej                  j                  d"e&j                        du        Zej                  j                  d"e&j                  e&j                  z         dv        Zݐdw Zސdx Zߐdy Zej                  j                  d"e&j                  e&j                  z         dz        Zej                  j                  d"e&j                  e&j                  z         d{        Zej                  j                  d"e&j                  e&j                  z         d|        Zej                  j                  d"e&j                  e&j                  z         d}        Zej                  j                  d"e&j                  e&j                  z         d~        Zej                  j                  d"e&j                  e&j                  z         d        Zd Zej                  j                  d"e&j                  e&j                  z   e4      ej                  j                  dWdeg      d               Zd Zd Zd Zd Zej                  j                  d"e&j                        d        Zd Zd Zd Zd Zd Zej                  j                  dWddg      d        Zej                  j                  d"e&j                        d        Zej                  j                  d"e&j                        d        Zej                  j                  dWe&j                        d        Zej                  j                  dWg d      d        Zej                  j                  d"e&j                        d        Zej                  j                  dWddg      d        Zej                  j                  dWddg      d        Zd Zej                  j!                  ed      d        Z d Zd Zd Zd Zy(  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PY312is_ci_environmentis_platform_windowspa_version_under11p0pa_version_under13p0pa_version_under14p0pa_version_under20p0)
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pyarrow)ArrowExtensionArray)ArrowPeriodTypec                    t               rLt               rAt        j                  j	                  t
        j                  d      }| j                  |       y y y )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applymarker)requestr(   s     i/var/www/html/diagnosisapp-backend/venv/lib/python3.12/site-packages/pandas/tests/extension/test_arrow.py_require_timezone_databaser/   G   sK    !2!4{{  ??; ! 
 	D! "5    )paramsidsc                .    t        | j                        S )N)pyarrow_dtype)r   param)r-   s    r.   dtyper6   S   s    GMM22r0   c           
        | j                   }t        j                  j                  |      rddgdz  d gz   ddgdz  z   d gz   ddgz   }nt        j                  j	                  |      rddgdz  d gz   ddgdz  z   d gz   d	d
gz   }n^t        j                  j                  |      rddgdz  d gz   ddgdz  z   d gz   ddgz   }n!t        j                  j                  |      rddgdz  d gz   ddgdz  z   d gz   ddgz   }nt        j                  j                  |      rTt        d      t        d      gdz  d gz   t        d      t        d      gdz  z   d gz   t        d      t        d      gz   }nqt        j                  j                  |      r`t        ddd      t        ddd      gdz  d gz   t        ddd      t        ddd      gdz  z   d gz   t        ddd      t        ddd      gz   }nt        j                  j                  |      rjt        ddddddd      t        ddddddd      gdz  d gz   t        dddd      t        dddd      gdz  z   d gz   t        ddd      t        ddd      gz   }nit        j                  j                  |      rTt        d      t        dd      gdz  d gz   t        d      t        d      gdz  z   d gz   t        d      t        d      gz   }nt        j                  j                  |      rYt!        dd      t!        dd      gdz  d gz   t!        dd      t!        dd      gdz  z   d gz   t!        dd      t!        dd      gz   }n~t        j                  j#                  |      rdd gdz  d gz   dd!gdz  z   d gz   d"d#gz   }nBt        j                  j%                  |      rd$d%gdz  d gz   d&d'gdz  z   d gz   d(d)gz   }nt&        t)        j*                  || *      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datas      r.   rg   rg   X   sf   ""H	xx8$e}q D6)T5MB,>>$G4QV-W			h	'SzA~&$)::dVCsDkQ		#	#H	-1vzTF"b"X]2dV;q"gE		%	%h	/1vzTF"aVb[0D69QGC			X	&S\75>*Q.fv0256 f u~wx01	2 	 
		(	#$1tD"b12Q6fD!QdAq!12R78 f D"b!4b"#56	7 	 
		x	(dAq!Q1-xaAq!Q/OPSTTfaA&q!Q(?@2EF f a#XdAq%9:	; 	 
		h	'q\9Q?+a/f}il+b01 f ~y}-	. 	 
		(	#"a[$q"+&*fAqz41:&+, f Aqz41:&	' 	 
		H	%SzA~&#sb8D6AS#JN			H	%d|a4&(D$<"+<<vEtT!!88D&&r0   c                X    t        |       j                  d| d   g| j                        S )zLength-2 array with [NA, Valid]Nr   rV   type_from_sequencer6   )rg   s    r.   data_missingrl      s*     :$$dDG_DJJ$GGr0   rg   rl   )r1   c                H    | j                   dk(  r|S | j                   dk(  r|S y)zParametrized fixture returning 'data' or 'data_missing' integer arrays.

    Used to test dtype conversion with and without missing values.
    rg   rl   N)r5   )r-   rg   rl   s      r.   all_datarn      s,     }}	.	( 
)r0   c           
        | j                   }t        j                  j                  |      rd}d}d}n#t        j                  j	                  |      rd}d}d}nt        j                  j                  |      rd}d}d}nt        j                  j                  |      rd}d}d	}nt        j                  j                  |      r)t        d
dd      }t        ddd      }t        ddd      }nft        j                  j                  |      r.t        d
dddddd      }t        ddd      }t        dddd      }nt        j                  j                  |      r#t        d      }t        d      }t        dd      }nt        j                  j                  |      r%t        dd      }t        dd      }t        dd      }nt        j                  j                  |      rd}d}d}nmt        j                  j!                  |      rd}d}d}nGt        j                  j#                  |      r"t%        d      }t%        d      }t%        d      }nt&        t)        j*                  ||dd||||g|       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=   rI   rE   rF   rG   i  rD   rH   r8   rK   rL   crP   rQ      cz-1.1rC   z1.1NrV   )r4   r*   rW   rX   rY   rZ   r[   r]   r   r^   r   r_   r   r`   r   ra   rb   r\   r   rc   rd   re   )r6   rf   ABCs        r.   data_for_groupingru      s    ""H	xx8$			h	'		#	#H	-		%	%h	/			(	#r2q!q!			x	(T1aAq!,T1a T1a#			h	'bMaLaO			(	#AJBKRL			H	%			H	%			X	&FOENEN!!88Q4q!Q2%@@r0   c                f    t        |       j                  | d   | d   | d   g| j                        S )zn
    Length-3 array with a known sort order.

    This should be three items [B, C, A] with
    A < B < C
    r      r8   rV   ri   ru   s    r.   data_for_sortingry      F     !"11	1	035Fq5IJ%% 2  r0   c                f    t        |       j                  | d   | d   | d   g| j                        S )z{
    Length-3 array with a known sort order.

    This should be three items [B, NA, A] with
    A < B and NA missing.
    r   rA   r8   rV   ri   rx   s    r.   data_missing_for_sortingr|      rz   r0   c                t   | j                   j                  }t        j                  j	                  |      s]t        j                  j                  |      s>t        j                  j                  |      st        j                  j                  |      r%t        j                  dgdz  | j                         S | S )z3Length-100 array in which all the elements are two.rA   d   rV   )
r6   r4   r*   rW   
is_integerrY   r\   r_   rd   re   rg   rf   s     r.   data_for_twosr      s{     zz''H
H%88)88x(88)xxc	44Kr0   c                      e Zd Zd Zej
                  j                  dddg      d        Z fdZ fdZ	d Z
d	 Zd
 Zd Zd@dZej
                  j                  dddg       fd       Zd@dZdAdZej
                  j                  dddg       fd       Zej
                  j                  dddg       fd       ZdBdZej
                  j                  dddg       fd       Zej
                  j                  dg d      d        Z fdZ fdZd Z fdZ fdZej
                  j9                  dd        fd!       Zd" Zej
                  j9                  d#d        fd$       Zej
                  j9                  d#d        fd%       Z ej
                  j                  d&d'e!g      ej
                  j                  d(d)d*g      d+               Z" fd,Z#ej
                  j                  d-d.d/g       fd0       Z$d1 Z%d2Z&d3 Z'dCd4Z(d5 Z)	 	 	 	 dDd6Z*d7 Z+ fd8Z, fd9Z-d: Z. fd;Z/d< Z0ej
                  j                  d=g d>      d?        Z1 xZ2S )ETestArrowArrayc                \    t        j                  |      }| j                  ||||d          y )Nr   )rd   Series_compare_other)selfrg   comparison_opsers       r.   test_compare_scalarz"TestArrowArray.test_compare_scalar  s'    iioC}d1g>r0   	na_actionNignorec                   |j                   j                  dv rA|j                  d |      }|j                  t              }t        j                  ||       y |j                  d |      }|j                   dk(  r"|j                  dt        j                        }n|j                         }t        j                  ||       y )	NmMc                    | S N xs    r.   <lambda>z)TestArrowArray.test_map.<locals>.<lambda>       r0   r   rV   c                    | S r   r   r   s    r.   r   z)TestArrowArray.test_map.<locals>.<lambda>  r   r0   float32[pyarrow]float64r6   na_value)	r6   kindmapto_numpyobjecttmassert_numpy_array_equalnpnan)r   rl   r   resultexpecteds        r.   test_mapzTestArrowArray.test_map  s    ""d*!%%kY%GF#,,6,:H''9!%%kY%GF!!%77'00y2660R'002''9r0   c                   |j                   j                  }t        j                  j	                  |      r4|j                  t        j                  j                  d| d             n{|syt        j                  j                  |      r|j                  t        j                  j                  |      r/|j                  t        j                  j                  d             t        | 5  |       y )NzFor z .astype(str) decodes.r&   z8pd.Timestamp/pd.Timedelta repr different from numpy repr)r6   r4   r*   rW   rb   r,   r'   r(   r)   r^   tzr_   supertest_astype_str)r   rg   r-   using_infer_stringrf   	__class__s        r.   r   zTestArrowArray.test_astype_str!  s    ::++88h'!!!(+AB " 
 $XX""8,1Dxx##H-!!U " 
 	%r0   c                x   |j                   j                  }t        j                  j	                  |      st        j                  j                  |      rVt        j                  j	                  |      rd}nd| }|j                  t        j                  j                  |             t        | -  |       y )Nz1ArrowDtype(pa.string()) != StringDtype('pyarrow')$pyarrow.type_for_alias cannot infer r   )r6   r4   r*   rW   ra   r\   r,   r'   r(   r)   r   test_from_dtype)r   rg   r-   rf   r&   r   s        r.   r   zTestArrowArray.test_from_dtype4  s    ::++88h'288+>+>x+Hxx!!(+L?zJ!!! " 
 	%r0   c                   t        |      j                  |j                  |j                        }t	        j
                  ||       t        |j                  t        j                        sJ t        |      j                  |j                  j                         |j                        }t	        j
                  ||       t        |j                  t        j                        sJ y NrV   )
rj   rk   	_pa_arrayr6   r   assert_extension_array_equal
isinstancer*   ChunkedArraycombine_chunksr   rg   r   s      r.   test_from_sequence_pa_arrayz*TestArrowArray.test_from_sequence_pa_arrayC  s     d**4>>*L
''5&**BOO<<<d**NN))+4:: + 
 	''5&**BOO<<<r0   c                    t        j                  t        d      5  t        j                  dgt
        j                                d d d        y # 1 sw Y   y xY w)NzConverting strings tomatchz12-1rV   )r'   r%   rc   r!   _from_sequence_of_stringsr*   month_day_nano_interval)r   r-   s     r.   *test_from_sequence_pa_array_notimplementedz9TestArrowArray.test_from_sequence_pa_array_notimplementedP  sE    ]].6MN 	99 : : <	 	 	s   +AAc                   |j                   j                  }t        j                  j	                  |      rG|j                  d      r6t        s0|j                  t        j                  j                  d             nt        rt        j                  j                  |      st        j                  j                  |      rB|j                  t        j                  j                  t        j                  d|              n6t        j                  j                  |      r|j                   t#        |       |j$                  j'                  t        j)                               }t+        |      j-                  ||j                         }t/        j0                  ||       |j3                         }t+        |      j-                  ||j                         }t/        j0                  ||       y )Nz
time64[ns]z&Nanosecond time parsing not supported.r   z pyarrow doesn't support parsing r$   rV   )r6   r4   r*   rW   	is_time64equalsr   r,   r'   r(   r)   r   r_   r\   ArrowNotImplementedErrorr^   r   r/   r   caststringrj   r   r   r   r   )r   rg   r-   rf   pa_arrayr   s         r.   &test_from_sequence_of_strings_pa_arrayz5TestArrowArray.test_from_sequence_of_strings_pa_arrayV  s`   ::++88h'HOOL,IRW!!C " 
 "HH  *bhh.A.A(.K!!66=hZH "  XX""8,1H&w/>>&&ryy{3d55hdjj5Q
''5**,d55hdjj5Q
''5r0   c                    t        ||      |      }|j                  j                  }t        j                  j                  |      r6|j                  dk(  rd}nd}|j                  |      }|j                  |      }|j                  d      } t        |j                  d      |      |      }t        j                  ||d       y )Nskipna    int32[pyarrow]int64[pyarrow]Float64F)check_dtype)
getattrr6   r4   r*   rW   is_temporal	bit_widthastyper   assert_series_equal)r   r   op_namer   r   pa_typeint_typer   s           r.   check_accumulatezTestArrowArray.check_accumulater  s    &g&f5))))88(  B&++**X&C]]8,Fy):73::i0':&I
vxUCr0   c                   |j                   j                  }t        j                  j	                  |      st        j                  j                  |      r|dv ryyt        j                  j                  |      r|dk(  ryyt        j                  j                  |      r|dv ryyt        j                  j                  |      r+|dk(  r t        j                  j                  |      sy|dk(  ryy)N)cumsumcumprodcummaxcumminFr   )r   r   r   r   T)
r6   r4   r*   rW   rb   r\   ra   rX   r   r_   )r   r   r   r   s       r.   _supports_accumulationz%TestArrowArray._supports_accumulation  s     ))))88g&"((*=*=g*FCC  XX()#  XX  )99  XX!!'*("288+?+?+HI%r0   r   TFc                   |j                   j                  }|}t        j                  j	                  |      r|dv ry t        j                  |      }| j                  ||      st        
| %  |||      S t        r|dk7  r}|j                  j                  }|j                  r&d|j                  v rt        j                  | d       t        j                   j#                  | d      }	|j%                  |	       n||dk(  rwt        j                  j'                  |      st        j                  j)                  |      r9|j%                  t        j                   j#                  | d| t*                     | j-                  |||       y )N)r   r   r   r   znot slowz  not implemented for pyarrow < 9r   z not implemented for r&   r%   )r6   r4   r*   rW   ra   rd   r   r   r   test_accumulate_seriesr   configoptionmarkexprr'   skipr(   r)   r,   rX   r\   	TypeErrorr   )r   rg   all_numeric_accumulationsr   r-   r   r   r   optr(   r   s             r.   r   z%TestArrowArray.test_accumulate_series  sc   ****+88g&76T+T iio**3871/   $=$I ..''C||
cll :011QR ;;$$344TU % D %&(2HH(BHH,?,?,H!!788MgYW$ "  	c7F3r0   c                :   |dk(  st         r|dk(  ry|j                  }|j                  }t        j                  j                  |      r)|dv r%t        j                  j                  |      r|dv rnhyt        j                  j                  |      r|dv ryt        j                  j                  |      st        j                  j                  |      r|dv ryt        j                  j                  |      r$t        j                  j                  |      s|dv ryy	)
NkurtskewF)sumvarr   r   prod)r   )r   r   )meanmedianr   stdsemr   r   r   )anyallT)	r   r6   r4   r*   rW   r   r_   rb   ra   )r   r   r   r6   rf   s        r.   _supports_reductionz"TestArrowArray._supports_reduction  s    f!5'V:K		 &&88)g :
 /
 xx##H-'W2DXX)g.HHHx(BHH,>,>x,H 	
 	
  HH  *HH((2>)
 r0   c                   |j                   j                  }t        j                  j	                  |      st        j                  j                  |      r|j                  d      }n|}|dk(  r# t        ||             } t        ||             }n& t        ||      |      } t        ||      |      }t        j                  ||       y )Nr   countr   )
r6   r4   r*   rW   r   rY   r   r   r   assert_almost_equal)r   r   r   r   rf   altr   r   s           r.   check_reducezTestArrowArray.check_reduce  s     99**88x(BHH,@,@,J**Y'C
 C g*WS'*,F,wsG,.H*WS'*&9F,wsG,F;H
vx0r0   c                j   |j                   }|j                  }t        j                  j	                  t
        | dt        j                   d|       }t        j                  j                  |      r|dv r|j                  |       nt        s|dk(  rt        j                  j                  |      s@|rmt        j                  j                  |      st        j                  j                  |      r/|j                  t        j                  j	                  d             t        | =  |||       y )N is not implemented in pyarrow= for r$   >   r   r   r   r   r   z,https://github.com/apache/arrow/issues/45733r   )r6   r4   r'   r(   r)   r   r*   __version__rW   rX   r,   r   r   rY   r   test_reduce_series_numeric)	r   rg   all_numeric_reductionsr   r-   r6   rf   
xfail_markr   s	           r.   r   z)TestArrowArray.test_reduce_series_numeric  s   

&&[[&&)* +>>*%z; ' 

 88x(-C H
 .
 
+$&&0##H-++H59M9Mh9W
 !!I " 
 	*41GPr0   c                f   |j                   j                  }t        j                  j	                  t
        | dt        j                   d|       }t        j                  j                  |      st        j                  j                  |      r|j                  |       t        | 5  |||      S )Nr   r   r$   )r6   r4   r'   r(   r)   r   r*   r   rW   ra   rb   r,   r   test_reduce_series_boolean)	r   rg   all_boolean_reductionsr   r   r-   rf   r  r   s	           r.   r  z)TestArrowArray.test_reduce_series_boolean/  s     ::++[[&&)* +>>*%z; ' 

 88h'288+=+=h+G 
+w1$8NPVWWr0   c                b   |j                   j                  }|dv r|j                  }|S |j                  j                  dk(  r|dvr|j                  }|S d}|S |dv rd}|S |dk(  r-t        j
                  j                  |      r|j                  }|S dddd	|j                  j                     }|S )
N)maxminzdecimal128(7, 3)[pyarrow])r   r   r   r   float64[pyarrow])r   r   r   r   r   r   r   uint64[pyarrow])iuf)r   rj   r6   namer*   rW   ra   r   )r   arrr   r   r   	cmp_dtypes         r.   _get_expected_reduction_dtypez,TestArrowArray._get_expected_reduction_dtypeB  s    --$$n$		I   YY^^::>>II	  /	  @@*I  "(("4"4W"=		I 	 &&' iinn	I
 r0   c                    |}|dk(  rMt         rG|j                  j                  r1t        j                  j                  d      }|j                  |       t        | !  |||      S )Nr   zskew not implementedr   )	r   r6   _is_numericr'   r(   r)   r,   r   test_reduce_frame)r   rg   r   r   r-   r   r(   r   s          r.   r  z TestArrowArray.test_reduce_frameW  s[    (f!5zz%%{{((0F(G##D)w(/EvNNr0   typ)int64uint64r   c                f    t        j                  ddg| d      j                         }|dk(  sJ y )Nr=   rA   	[pyarrow]rV         ?)rd   r   r   )r   r  r   s      r.   test_median_not_approximatez*TestArrowArray.test_median_not_approximate`  s4     Aq6C5	):;BBD}}r0   c                   |j                   }t        j                  j                  |      r7|j	                  t
        j                  j                  t        d|              t        j                  j                  |      rBd}t        j                  t        |      5  |j                  |j                         d d d        y t        | =  |       y # 1 sw Y   y xY w)Nr   r$   z6string\[pyarrow\] should be constructed by StringDtyper   )r4   r*   rW   r\   r,   r'   r(   r)   rc   ra   r%   r   construct_from_stringr  r   #test_construct_from_string_own_name)r   r6   r-   rf   msgr   s        r.   r  z2TestArrowArray.test_construct_from_string_own_namef  s    &&88x(!!.A(L "  88h'KCy4 8++EJJ78 3E:8 s    CCc                t   |j                   }t        j                  j                  |      r't	        |      j                  |j                        rJ y t        j                  j                  |      r7|j                  t        j                  j                  t        d|              t        | 9  |       y )Nr   r$   )r4   r*   rW   ra   rj   is_dtyper  r\   r,   r'   r(   r)   rc   r   test_is_dtype_from_namer   r6   r-   rf   r   s       r.   r!  z&TestArrowArray.test_is_dtype_from_namez  s    &&88h'E{++EJJ7777xx""8,##KK%%2!EhZP &  G+E2r0   c                    d}t        j                  t        |      5  t        |      j	                  d       d d d        y # 1 sw Y   y xY w)Nz*'another_type' must end with '\[pyarrow\]'r   another_type)r'   r%   r   rj   r  )r   r6   r  s      r.   .test_construct_from_string_another_type_raisesz=TestArrowArray.test_construct_from_string_another_type_raises  s<    ;]]9C0 	>K--n=	> 	> 	>s   AAc                   |j                   }t        j                  j                  |      st        j                  j	                  |      sit        j                  j                  |      r|j                  >t        j                  j                  |      st        j                  j                  |      r2|j                  t        j                  j                  | d             t        | 9  |       y )NzB does not have associated numpy dtype findable by find_common_typer   )r4   r*   rW   r]   r`   r^   r   rb   r\   r,   r'   r(   r)   r   test_get_common_dtyper"  s       r.   r'  z$TestArrowArray.test_get_common_dtype  s    &&HHX&xx)%%h/HKK4Kxx!!(+xx""8,!!#* %= > "  	%e,r0   c                    |j                   }t        j                  j                  |      rt	        |      sJ y t
        |   |       y r   )r4   r*   rW   ra   r   r   test_is_not_string_type)r   r6   rf   r   s      r.   r)  z&TestArrowArray.test_is_not_string_type  s;    &&88h'"5)))G+E2r0   z6GH 45419: pyarrow.ChunkedArray does not support views.)r&   runc                $    t         |   |       y r   )r   	test_viewr   rg   r   s     r.   r,  zTestArrowArray.test_view  s     	$r0   c                    ||j                             }|d   }|j                  |      }||usJ t        j                  ||       |j                  d      }||usJ t        j                  ||       y )Nr   backfill)method)isnafillnar   r   )r   rg   validr   s       r.   test_fillna_no_op_returns_copyz-TestArrowArray.test_fillna_no_op_returns_copy  sw    TYY[L!QU#T!!!
''5J/T!!!
''5r0   z5GH 45419: pyarrow.ChunkedArray does not support viewsc                $    t         |   |       y r   )r   test_transposer-  s     r.   r6  zTestArrowArray.test_transpose  s     	t$r0   c                $    t         |   |       y r   )r   test_setitem_preserves_viewsr-  s     r.   r8  z+TestArrowArray.test_setitem_preserves_views  s     	,T2r0   dtype_backendr    enginerp   pythonc           	        |j                   j                  }t        j                  j	                  |      r9|j                  t        j                  j                  t        d| d             nt        j                  j                  |      rC|j                  dv r5|j                  t        j                  j                  t        d             nNt        j                  j                  |      r/|j                  t        j                  j                  d             t        j                  dt        j                   |t#        |j                         	      i      }|j%                  d
t&        j(                        }t        j                  j                  |      rt+        |      }nt-        |      }t        j.                  |dt#        |j                         i||      }|}	t1        j2                  ||	       y )NzParameterized types z not supported.r$   )usnsz1https://github.com/pandas-dev/pandas/issues/49767z)CSV parsers don't correctly handle binaryr   
with_dtyperV   F)indexna_rep)r6   r:  r9  )r6   r4   r*   rW   r\   r,   r'   r(   r)   rc   r^   unit
ValueErrorrb   rd   	DataFramer   strto_csvr   r   r	   r
   read_csvr   assert_frame_equal)
r   r:  rg   r9  r-   rf   df
csv_outputr   r   s
             r.   test_EA_typeszTestArrowArray.test_EA_types  s}    ::++88x(!!.1(?K "  XX""8,,1N!!%N "  XX)!!)T!U \\<4s4::)OPQYYU266Y:
88h' ,J!*-JTZZ1'	
 
fh/r0   c                X   |j                   j                  }t        j                  j	                  |      st        j                  j                  |      s`t        j                  j                  |      sA|j                  t        j                  j                  t        j                  d|              t        rTt        j                  j	                  |      r5t        j                  t        dd      5  t         | E  |       d d d        y t         | E  |       y # 1 sw Y   y xY w)Nz$pyarrow.compute.invert does support r$   zBitwise inversionF)r   check_stacklevel)r6   r4   r*   rW   rX   r   ra   r,   r'   r(   r)   r   r   r   assert_produces_warningDeprecationWarningr   test_invertr   rg   r-   rf   r   s       r.   rP  zTestArrowArray.test_invert  s    ::++HH)xx""8,xx!!(+!!66A(L "  RXX((2++"*=PU * #D)* *
 G%* *s   7D  D)periodsr=   r>   c           
     $   |j                   j                  }t        j                  j	                  |      rJ|dk(  rE|j                  t        j                  j                  t        j                  d| d| d             t        | -  ||       y )Nr=   z
diff with z and periods=z will overflowr$   )r6   r4   r*   rW   r[   r,   r'   r(   r)   r+   r   	test_diff)r   rg   rR  r-   rf   r   s        r.   rT  zTestArrowArray.test_diff   sy    ::++88''1gl!!??$XJmG9NS "  	$(r0   c                    |d d }|j                         }|j                  t        t        j	                               k(  sJ y )NrI   )value_countsr6   r   r*   r  r   s      r.   'test_value_counts_returns_pyarrow_int64z6TestArrowArray.test_value_counts_returns_pyarrow_int64  s8    CRy""$||z"((*5555r0   zbool[pyarrow]c                r    |j                  d      }|dk(  rd }|S |dk(  rd S t        j                  |      S )N_rtruedivc                .    t        j                  ||       S r   )r   divider   ys     r.   rZ  z1TestArrowArray.get_op_from_name.<locals>.rtruediv  s    yyA&r0   	rfloordivc                .    t        j                  ||       S r   )r   floor_divider]  s     r.   r   z1TestArrowArray.get_op_from_name.<locals>.<lambda>   s    1 5 r0   )stripr   get_op_from_name)r   r   short_opnamerZ  s       r.   rc  zTestArrowArray.get_op_from_name  sC    }}S):%' O[(55""7++r0   c                   |}|dv r|j                  d      S d}t        |t        j                        r3d}|j                  d d df   }|j                  d d df   j
                  }n|}|j
                  }|j                  }	|st        |t        j                        rt        j                  j                  |	      sEt        j                  j                  |	      r|dvs!t        j                  j                  |	      st        j                  j                  |	      st        j                  j                  |	      st        j                  j                  |	      s|S |dk(  rt        j                  j                  |	      s~t        j                  j                  |	      s_t        j                  j                  |	      s@t        j                  j                  |	      s!t        j                  j                  |	      s|S t        j!                  |j"                        }
t        j                  j                  |
j$                        rt        j                  j                  |	      r%t        j                  j'                  |	      rd}n,d	}n)|	j(                  }t%        |      t*        t,        fv r|d
v rd}|
j/                  d| d      }
nNt        j                  j                  |
j$                        rt        j                  j                  |	      r t1        ||      |      }t3        j4                  |      }t        |t6              sJ |dk(  r.t        |t8              rt7        t        j;                               }nw|dk(  rGt        |t        j                        r-|j
                  |k(  rt7        t        j;                               }n+t        j                  j                  |j                        sJ |j                  |      S |
j/                  |	      }
 t%        |j"                        |
      }|r.t        j                  ||j<                  |j>                        }|S t        j                  |      }|S )N)eqneltlegtgeboolean[pyarrow]FTr   )__truediv____rtruediv____floordiv__mss)rq  rp  r=  z	duration[]__pow__)r@  columns) r   r   rd   rD  ilocr6   r4   r   r*   rW   rY   r   r_   r^   r]   r\   re   _valuesrj   	is_date64rB  r   r   r   r   r   	get_dtyper   r   r   r@  rt  )r   r   objotherpointwise_resultr   	was_frameexpected_dataoriginal_dtypeorig_pa_typepa_expectedrB  r   	alt_dtypepd_expecteds                  r.   _cast_pointwise_resultz%TestArrowArray._cast_pointwise_result$  s[    $::#**+=>>	h-I$MM!Q$/M XXad^11N$M YYN%33Zryy9 $$\2HH''5'FF88''588((688##L188&&|4  &288+>+>|+Lxx##L1xx$$\2xx-xx""<0 Ohh}44588 0 01xx-88%%l3DD
 $((;8Y"77DK<O  D%**YtfA+>?KXX  !1!12rxx7J7J8

 ('#w'.CS)Ii444)#
5'(B&rzz|4	9$ubii0KK>1 'rzz|4	xx**9+B+BCCC??9-- &**<8K1d=001+>||8>>8;K;KH
  yy-Hr0   c                    |dv xs |dv xr t          xr t        j                  j                  |      xs% |dv xr t        j                  j	                  |      S )N__add____radd__rm  rn  ro  __rfloordiv____sub____rsub__)r   r*   rW   r_   r   )r   opnamerf   s      r.   _is_temporal_supportedz%TestArrowArray._is_temporal_supported  sn     11 WX 100/ $$X.
/ 00 /$$X.	
r0   c                   |dv rt         t        fS t        j                  |      }|j                  }| j                  ||      }|dv rt         t        f}|S |rd }|S |dv rBt        j                  j                  |      st        j                  j                  |      rd }|S t        j                  j                  |      sFt        j                  j                  |      s't        j                  j                  |      st        }|S d }|S )N)
__divmod____rdivmod__>   __mod____rmod__r  )rc   r   r   rx  r4   r  r*   rW   ra   rb   rY   r   r\   )r   r   ry  rz  r6   rf   arrow_temporal_supportedexcs           r.   _get_expected_exceptionz&TestArrowArray._get_expected_exception  s    33'33 S! &&#'#>#>w#Q  
 
 '	2C 
 &C 
 //HHx(BHH,>,>x,HC 
 HH  *xx""8,xx""8,C 
 C
r0   c                   d }| j                  ||      }|dk(  rt        j                  j                  |      s>t        j                  j	                  |      st        j                  j                  |      r%t        j                  j                  d|       }|S |rot        j                  j                  |      s#|dv rLt        j                  j                  |      r-t        j                  j                  t        | d| d      }|S |dk(  rot        j                  j	                  |      st        j                  j                  |      r1t        j                  j                  t        j                  d	      }|S |d
k(  rNt        j                  j                  |      r/t        j                  j                  t        j                  d	      }|S )N__rpow__z<GH#29997: 1**pandas.NA == 1 while 1**pyarrow.NA == NULL for r   r  z  not supported betweenpd.NA and z Python scalarr$   r  zdivide by 0rn  )r  r*   rW   rY   r   r\   r'   r(   r)   r`   r_   r   r+   )r   r  rf   r(   r  s        r.   _get_arith_xfail_markerz&TestArrowArray._get_arith_xfail_marker  s   #'#>#>vx#P ZHH  *xx""8,xx""8,;;$$#*& % DD 9 &HHX&STHH((2 ;;$$ h !!)
.: % D(  &HH)RXX-@-@-J;;$$$ % D  ~%"((*=*=h*G;;$$$ % D
 r0   c                   |j                   j                  }|dk(  r4t        j                  j	                  |      rt        j                  d       | j                  ||      }||j                  |       t        | )  ||       y Nr  z%Skip testing Python string formatting)r6   r4   r*   rW   rb   r'   r   r  r,   r   test_arith_series_with_scalarr   rg   all_arithmetic_operatorsr-   rf   r(   r   s         r.   r  z,TestArrowArray.test_arith_series_with_scalar  so    ::++#z1bhh6H6H6RKK?@++,DhO%-d4LMr0   c                L   |j                   j                  }|dk(  rSt        j                  j	                  |      st        j                  j                  |      rt        j                  d       | j                  ||      }||j                  |       t        | -  ||       y r  )r6   r4   r*   rW   ra   rb   r'   r   r  r,   r   test_arith_frame_with_scalarr  s         r.   r  z+TestArrowArray.test_arith_frame_with_scalar  s    ::++#z1HHx(BHH,>,>x,HKK?@++,DhO%,T3KLr0   c                2   |j                   j                  }|dv r`t        j                  j	                  |      rA|j                  t        j                  j                  t        j                  d|              | j                  ||      }||j                  |       |}t        j                  |      }t        j                  t        j                  |j                  d   gt        |      z  |j                               }| j!                  |||       y )Nr  zJImplemented pyarrow.compute.subtract_checked which raises on overflow for r$   r   rV   )r6   r4   r*   rW   r[   r,   r'   r(   r)   r+   r  rd   r   re   ru  lencheck_opname)	r   rg   r  r-   rf   r(   r   r   rz  s	            r.   test_arith_series_with_arrayz+TestArrowArray.test_arith_series_with_array  s    ::++# (
 
 hh**84!!??88@zC "  ++,DhO%*iio 		"((CHHQK=3s8#;4::NO#w.r0   c                    |j                   j                  }|j                  d      rA|j                  t        j
                  j                  t        j                  d|              t        | )  |       y )Nint8zraises on overflow for r$   )r6   r4   r   r,   r'   r(   r)   r*   r+   r   $test_add_series_with_extension_arrayrQ  s       r.   r  z3TestArrowArray.test_add_series_with_extension_array   sc    ::++??6"!!??4XJ? "  	4T:r0   c                    t        j                  t        d      5   ||t                      d d d        y # 1 sw Y   y xY w)Nz'.* not implemented for <class 'object'>r   )r'   r%   rc   r   )r   rg   r   s      r.   test_invalid_other_compz&TestArrowArray.test_invalid_other_comp,  s7    ]]'P
 	* $)	* 	* 	*s	   7A masked_dtype)booleanInt64r   c                   g d}t        j                  ||      }t        j                  ||j                          d      } |||      }|t        j                  t        j
                  t        j                  fv rg d}ng d}t        j                  |t        t        j                                     }t        j                  ||       y )N)r=   r   NrV   r  )FFN)TTN)rd   r   loweroperatorrh  rj  rg  r   r*   bool_r   r   )	r   r  r   rg   
ser_maskedser_par   expr   s	            r.   test_comp_masked_numpyz%TestArrowArray.test_comp_masked_numpy3  s     YYt<8
4,*<*<*>)?y'IJvz2X[[(++x{{CC&C$C99S
288:(>?
vx0r0   )r   	pd.Seriesr   rE  returnbool)r   r  r   rE  r   r  )r   rE  r   r  )r   rE  )r   rE  r  z4type[Exception] | tuple[type[Exception], ...] | None)3__name__
__module____qualname__r   r'   r(   parametrizer   r   r   r   r   r   r   r   r   r   r   r   r  r  r  r  r  r!  r%  r'  r)  r)   r,  r4  r6  r8  r   rK  rP  rT  rW  _combine_le_expected_dtyperc  r  r  r  r  r  r  r  r  r  r  __classcell__r   s   @r.   r   r     s   ? [[[4*:;: <:&&&=68D"* [[Xe}5(4 6(4T.`1* [[Xe}5$Q 6$QL [[Xe}5X 6X$* [[Xe}5O 6O [[U$BC D
;(3>
-&3 [[GU    
6 [[FE  %% [[FE  33 [[_y*.EF[[XX7!0 8 G!0F&* [[YB0) 1)6 "1,dL
  	= D,\
NM/:
;* [[^-LM1 N1r0   r   c                     e Zd ZdZd Zej                  j                  ddg dfej                  g dfdg df e
j                  d      g dfdg d	f e
j                  d      g d	fg      d
        Zd Zej                  j                  ddg dfej                  g dfdg d	fdg df e
j                  d      g d	f e
j                  d      g dfg      d        Zd Zej                  j                  ddg dfej                  g dfdg df e
j                  d      g df e
j                  d      g d	fg      d        Zej                  j                  dddgddgddgg      d        Zy)TestLogicalOpsz1Various Series and DataFrame logical ops methods.c                   t        j                  dgdz  dgdz  z   d gdz  z   d      }t        j                  g ddz  d      }||z  }t        j                  g dd      }t        j                  ||       ||z  }t        j                  ||       t        j                  |t        j                  dgdz  dgdz  z   d gdz  z   d             t        j                  |t        j                  g ddz  d             y )NT   Frl  rV   TFN)	TTTTFNTNNrd   r   r   r   r   rK   rL   r   r   s        r.   test_kleene_orzTestLogicalOps.test_kleene_orE  s    IItfqjE7Q;.$!;CUVII)A-5GHQ99C$
 	vx0Q
vx0 	IItfqjE7Q;.$!;CUV	
 	ryy,q08JK	
r0   zother, expectedN)TNNT)TTTFr  c                *   t        j                  g dd      }||z  }t        j                  |d      }t        j                  ||       ||z  }t        j                  ||       t        j                  |t        j                  g dd             y Nr  rl  rV   r  r   rz  r   rK   r   s        r.   test_kleene_or_scalarz$TestLogicalOps.test_kleene_or_scalar[  {     II)1CDU99X-?@
vx0
vx0 	ryy,4FG	
r0   c                   t        j                  dgdz  dgdz  z   d gdz  z   d      }t        j                  g ddz  d      }||z  }t        j                  g dd      }t        j                  ||       ||z  }t        j                  ||       t        j                  |t        j                  dgdz  dgdz  z   d gdz  z   d             t        j                  |t        j                  g ddz  d             y )NTr  Frl  rV   r  )	TFNFFFNFNr  r  s        r.   test_kleene_andzTestLogicalOps.test_kleene_andt  s    IItfqjE7Q;.$!;CUVII)A-5GHQ99G$
 	vx0Q
vx0 	IItfqjE7Q;.$!;CUV	
 	ryy,q08JK	
r0   )NFNFFFc                *   t        j                  g dd      }||z  }t        j                  |d      }t        j                  ||       ||z  }t        j                  ||       t        j                  |t        j                  g dd             y r  r  r  s        r.   test_kleene_and_scalarz%TestLogicalOps.test_kleene_and_scalar  r  r0   c                   t        j                  dgdz  dgdz  z   d gdz  z   d      }t        j                  g ddz  d      }||z  }t        j                  g dd      }t        j                  ||       ||z  }t        j                  ||       t        j                  |t        j                  dgdz  dgdz  z   d gdz  z   d             t        j                  |t        j                  g ddz  d             y )NTr  Frl  rV   r  )	FTNTFNNNNr  r  s        r.   test_kleene_xorzTestLogicalOps.test_kleene_xor  s    IItfqjE7Q;.$!;CUVII)A-5GHQ99D$
 	vx0Q
vx0 	IItfqjE7Q;.$!;CUV	
 	ryy,q08JK	
r0   NNN)FTNc                *   t        j                  g dd      }||z  }t        j                  |d      }t        j                  ||       ||z  }t        j                  ||       t        j                  |t        j                  g dd             y r  r  r  s        r.   test_kleene_xor_scalarz%TestLogicalOps.test_kleene_xor_scalar  s{     II)1CDU99X-?@
vx0
vx0 	ryy,4FG	
r0   zop, exp__and____or____xor__c                "   g d}t        j                  |d      }t        j                  |d      } t        ||      |      }t        j                  |dd gt        t        j                                     }t        j                  ||       y )Nr  r  rV   rl  F)rd   r   r   r   r*   r  r   r   )r   opr  rg   r  r  r   r   s           r.   test_logical_masked_numpyz(TestLogicalOps.test_logical_masked_numpy  so     #YYt95
4'9:$$Z099c5$/z"((*7MN
vx0r0   )r  r  r  __doc__r  r'   r(   r  rd   NAr   r  r  r  r  r  r  r  r   r0   r.   r  r  B  s   ;
, [[%&UU&'%&RXXd^/0'(RXXe_12	





, [[&'UU'(&')*RXXd^01RXXe_34	





, [[%&UU&'&'RXXd^01RXXe_12	
	
	
 [[t	
11r0   r  r   c                   t        |       }t        j                  g d|      }t        j                  g d|      }||z  }t        j                  g d|      }t        j                  ||       ||z  }t        j                  g d|      }t        j                  ||       ||z  }t        j                  g d|      }t        j                  ||       | }|j                  d      j                          }t        j                  ||      j                  |j                               }t        j                  ||       y )N)r=   Nr  r8   rV   )Nr  rJ   r8   )NNrw   r8   )NNr=   r8   )NN   r   r   )	r   rd   r   r   r   r2  r   maskisnull)r   r6   leftrightr   r   s         r.   test_bitwiser    s     wE99_E2DIIoU3EE\Fyy35AH68,E\Fyy35AH68,E\Fyy35AH68,UFQ((*+Hyy/44T[[]CH68,r0   c                    t        j                  t        d      5  t        j                  d       d d d        t        j                  t        d      5  t        j                  d       d d d        y # 1 sw Y   CxY w# 1 sw Y   y xY w)NzPassing pyarrow typer   z#not_a_real_dype[s, tz=UTC][pyarrow]zdecimal(7, 2)[pyarrow])r'   r%   rc   r   r  r   r0   r.   Ftest_arrowdtype_construct_from_string_type_with_unsupported_parametersr    sz    	*2H	I P(()NOP 
*2H	I C(()ABC CP PC Cs   A4B 4A= B	c                 z    t        j                  d      } t        t        j                  dd            }| |k(  sJ y )Nztimestamp[s, tz=UTC][pyarrow]rq  UTC)r   r  r*   	timestamp)r6   r   s     r.   5test_arrowdtype_construct_from_string_supports_dt64tzr    s6    ,,-LME",,sE23HHr0   c                     d} d}t        j                  t        |      5  t        j                  t        d      |        d d d        y # 1 sw Y   y xY w)Nzint64[pyarrow]foobar[pyarrow]zYPassing pyarrow type specific parameters \(\[pyarrow\]\) in the string is not supported\.r   r  rV   )r'   r%   rc   rd   r   range)invalidr  s     r.   ;test_arrowdtype_construct_from_string_type_only_one_pyarrowr    sI    -G	%  
*#	6 +
		%('*+ + +s   !A

Ac                 r   t        j                  ddgt        t        j	                                     } t        j                  ddgd      }| |z  }t        j                  ddgt        t        j	                                     }t        j                  ||       || z  }t        j                  ||       y )	NabcdefgrV   rA   r>   r   abcabc rd   r   r   r*   r   r   r   )binaryrepeatr   r   reflected_results        r.    test_arrow_string_multiplicationr    s    YYvj.EFFYY2w&67Ff_Fyy(Bz"))+/FGH68,6#34r0   c                 @   t        j                  ddgt        t        j	                                     } | dz  }t        j                  ddgt        t        j	                                     }t        j                  ||       d| z  }t        j                  ||       y )Nr  r  rV   rA   r  defgdefgr  )r  r   r   r  s       r.   .test_arrow_string_multiplication_scalar_repeatr  !  su    YYvj.EFFaZFyy(J/z"))+7NOH68,6z+X6r0   interpolation)linearr  highernearestmidpointquantiler<   c                   | j                   j                  }| j                  g d      } t        j                  |       }t
        j                  j                  |      s>t
        j                  j                  |      st
        j                  j                  |      rDd}t        j                  t
        j                  |      5  |j                  ||       d d d        y t
        j                  j                  |      s>t
        j                  j                  |      st
        j                  j!                  |      rnut
        j                  j#                  | j$                  j&                        rnA|j)                  t        j*                  j-                  t
        j                  d|              | j                  g d      } t        j                  |       }|j                  ||      }t
        j                  j/                  |      r|dvr|j0                  rd|j2                   d	|j0                   d
}nd|j2                   d
}|j5                  |      }	|	j                  ||      }
|dk(  r)|j2                  dk(  r|
j7                  d      }
||
k(  sJ y |j2                  dk(  r|
j8                  j;                  d      }
t=        j>                  ||
j5                  | j                                y |dk(  r|| d   k(  sJ y t        j                  | j                  ddg      ddg      }
t
        j                  j                  |      s>t
        j                  j                  |      st
        j                  j!                  |      r"|
j5                  d      }
|j5                  d      }t=        j>                  ||
       y # 1 sw Y   y xY w)Nr   r   r   z=Function 'quantile' has no kernel matching input types \(.*\)r   )qr  z&quantile not supported by pyarrow for r$   )r  r  zM8[z, rr  r<   r=  F)warnr   r@  r  ) r6   r4   takerd   r   r*   rW   ra   rb   rX   r'   r%   r   r  r   rY   r\   r   r   rj   r,   r(   r)   r^   r   rB  r   to_pydatetimedtfloorr   r   )rg   r  r  r-   rf   r   r  r   pd_dtypeser_npr   s              r.   test_quantiler  *  s   
 zz''H99YD
))D/C 	8$88h'88x( O]]266cB 	BLL8=LA	B 	H%88)88x(			dnn11	2KK22?zJ  	
 99YD
))D/C\\HM\BF	xxX&=@S+S ;;X]]O2hkk]!<HX]]O1-HH%??X]?Ks?}}$#11u1=X%%%
 	 }}$#;;,,T2""68??4::+FG3a    99TYY1v.sCjAHH)xx##H-xx""8,'9:H]]#56F
vx0q	Bs   OOztake_idx, exp_idx)r   r   rA   rA   r8   r8   r8   )r   r   r   rA   r8   r8   
multi_modesingle_mode)r2   c                    | j                  |      }t        j                  |      }|j                  d      }t        j                  | j                  |            }t	        j
                  ||       y )NTdropna)r  rd   r   moder   r   )ru   take_idxexp_idxrg   r   r   r   s          r.   test_mode_dropna_truer  w  s[     !!(+D
))D/CXXTX"Fyy*//89H68,r0   c                   t        j                  d d | d   g| j                        }|j                  d      }t        j                  d g| j                        }t	        j
                  ||       t        j                  | d   d g| j                        }|j                  d      }t	        j
                  ||       y )Nr   rV   Fr  )rd   r   r6   r  r   r   )rg   	more_nansr   r   s       r.   test_mode_dropna_false_mode_nar    s    		4tAw/tzzBI^^5^)Fyy$tzz2H68,yy$q'4

;H]]%](F68,r0   zarrow_dtype, expected_type   f1f2c                8    t        |       j                  |k(  sJ y r   )r   rj   )arrow_dtypeexpected_types     r.   test_arrow_dtype_typer     s    " k"''=888r0   c                 h   t        t        j                  g d            } t        |       sJ t        j
                  j                  j                  |       sJ t	        j                  t        t        |                   }||    }|t        j                  |          }t        j                  ||       y )NTFT)r!   r*   re   r   rd   corecommonis_bool_indexerr   r  r  r   asarrayr   r   )rg   rq  r   r   s       r.   test_is_bool_dtyper'    s    rxx(;<=D77>>))$///
		%D	"#AtWFD!"H68,r0   c                    | j                   j                  }t        j                  j	                  |      s>t        j                  j                  |      st        j                  j                  |      rt        |       sJ y t        |       rJ y r   )r6   r4   r*   rW   rY   r   r\   r   rg   r   s     r.   test_is_numeric_dtyper*    sf    jj&&G
W%88w'88w'%%%#D))))r0   c                    | j                   j                  }t        j                  j	                  |      rt        |       sJ y t        |       rJ y r   )r6   r4   r*   rW   r   r   r)  s     r.   test_is_integer_dtyper,    sB    jj&&G	xx7#%%%#D))))r0   c                    | j                   j                  }t        j                  j	                  |      rt        |       sJ y t        |       rJ y r   )r6   r4   r*   rW   rZ   r   r)  s     r.   test_is_signed_integer_dtyper.    sB    jj&&G	xx!!'*&t,,,*40000r0   c                    | j                   j                  }t        j                  j	                  |      rt        |       sJ y t        |       rJ y r   )r6   r4   r*   rW   r[   r   r)  s     r.   test_is_unsigned_integer_dtyper0    sB    jj&&G	xx##G,(...,T2222r0   c                    | j                   j                  }t        j                  j	                  |      rt        |       sJ y t        |       rJ y r   )r6   r4   r*   rW   rY   r   r)  s     r.   test_is_float_dtyper2    sB    jj&&G	xxG$d###!$''''r0   c                   t        j                  |       }|j                  d      }t        j                  |      }t        j                  |      }t        |      t        |      kD  sJ t        j                  |      }t        j                  ||       t        j                  |      }t        j                  ||       y )NrA   )	rd   r   headpickledumpsr  loadsr   r   )rg   r   expected_slicedfull_pickledsliced_pickledr   result_sliceds          r.   test_pickle_roundtripr<    s    yyHmmA&O<<)L\\/2N|s>2222\\,'F68,LL0M=/:r0   c                   | j                   j                         j                  }|j                  | j                        }t        |j                  t              rJ t        |j                  t              sJ t        j                  ||        y r   )	r   	to_pandasre   r   r6   r   r   r   r   )rg   pd_arrayr   s      r.   test_astype_from_non_pyarrowr@    sd    ~~'')//H__TZZ(F(..*555fllJ///##FD1r0   c                     t        j                  dg      } | j                  d      }t        j                  dgd      }t        j                  ||       y )N1.0r  r:   rV   rd   r   r   r   r   r   r   r   s      r.   &test_astype_float_from_non_pyarrow_strrE    sD    
))UG
CZZ*+Fyy#&89H68,r0   c                     t        j                  ddgid      } | j                  dd      }t        j                  ||        y )Ncoli@fr   rV   float[pyarrow]r   )errors)rd   rD  r   r   rH  )r   r   s     r.   test_astype_errors_ignorerJ    s=    ||UXJ/7GHH__-h_?F&(+r0   c                   | j                         }| j                  j                  }t        j                  j                  |      st        j                  j                  |      rt        j                  d       n]t        j                  j                  |      rt        j                  t        |             }nt        j                  | j                        }| j                  rPt        | j                        s;j!                  t"              }t$        j&                  |t%        j(                  |       <   t+        j,                  |       y )Nz Tested in test_to_numpy_temporal)r   r   rj   r*   rW   r_   r^   r'   r   r]   r   re   list_hasnar   r6   r   r   rd   r  r1  r   r   )rg   r   r   r   s       r.   test_to_numpy_with_defaultsrN    s    ]]_Fnn!!G	xxG$(=(=g(F67			'	"88DJ'88DNN+{{+DJJ7??6*"$%%1r0   c                     dd g} t        j                  | d      }|j                         }t        j                  dt        j                  g      }t        |d   t              sJ t        j                  ||       y )Nr=   r   rV   r   )	rd   re   r   r   r   r   floatr   r   )rg   r  r   r   s       r.   test_to_numpy_int_with_narQ    sa    t9D
((4/
0C\\^FxxBFF$HfQi'''1r0   zna_val, exp)r=   r=   c                    t        j                  t         j                  t         j                  gd      }|j                  d|       }t	        j                  |gdz  d      }t        j                  ||       y )Nnull[pyarrow]rV   r   r   rA   rd   re   r  r   r   r   r   )na_valr  r  r   r   s        r.   test_to_numpy_null_arrayrV  "  sX     ((BEE255>
9C\\	F\;Fxx	3H1r0   c                    t        j                  t         j                  t         j                  gd      } | j                  d       }t	        j                  t         j                  gdz  d      }t        j                  ||       y )NrS  rV   rA   r   rT  r  r   r   s      r.   !test_to_numpy_null_array_no_dtyperY  +  sX    
((BEE255>
9C\\\%Fxx!84H1r0   c                    t        j                  dt         j                  gd      } | j                  d      }t	        j                  ddgt        j
                        }t        j                  ||       t        j                  dt         j                  gd      } | j                  d      }t	        j                  ddgt        j                        }t        j                  ||       y )	NTrl  rV   F)r   r:   r   r;   )	rd   re   r  r   r   r  r   r   float32rX  s      r.   test_to_numpy_without_dtyper\  3  s    
((D"%%=(:
;C\\5\)FxxuRXX6H1
((C<'9
:C\\3\'Fxxc
"**5H1r0   c                   | j                         }|j                         }| d   |d d  t        j                  | d   gt        |       z  | j                        }t        j                  ||       |j                         }| d d d   |d d  | d d d   }t        j                  ||       |j                         }| j                         |d d  | }t        j                  ||       y )Nr   rV   r?   )copyr!   rk   r  r6   r   r   tolist)rg   origr   r   s       r.   test_setitem_null_slicera  @  s    99;DYY[FQF1I"11	a	CIjjH ##FH5YY[FTrT
F1IDbDzH##FH5YY[FF1IH##FH5r0   c                   | j                   j                  }t        j                  j	                  |      st        j                  j                  |      rd}t        }d}n|t        j                  j                  |      s>t        j                  j                  |      st        j                  j                  |      rd}t        j                  }d}n
d}t        }d}t        j                  ||      5  || d d  d d d        y # 1 sw Y   y xY w)N{   zInvalid value '123' for dtypefoozCould not convertzInvalid value 'foo' for dtyper   )r   rj   r*   rW   ra   rb   r   r   rY   rX   r+   r'   r%   )rg   r   
fill_valueerrr  s        r.   test_setitem_invalid_dtyperg  W  s    nn!!G	xx'"bhh&8&8&A
-
G$88(88w'
oo!
-	s#	& Q  s   3DDc                    t         j                  t        j                  d      t        j                  d      gt         j	                               } | j                  t         j	                         t        t         j                               ij                        }t        j                  t        j                  d      t        j                  d      gt        t         j                                     }t        j                  ||       y )Nz
2019-12-31rj   types_mapperrV   )r*   re   rd   	Timestampdate32r>  r   date64getr   r   r   )
date_arrayr   r   s      r.   &test_from_arrow_respecting_given_dtyperq  n  s    	l	#R\\,%?@ryy{  J !!iik:biik#:;?? " F yy	l	#R\\,%?@%H 68,r0   c                 `   t         j                  ddgt         j                               } t        j                  t         j
                        5  | j                  t         j                         t        t         j                               ij                         d d d        y # 1 sw Y   y xY w)Nr        @ri  rj  )
r*   re   r   r   external_error_raisedr+   r>  r   r  ro  )re   s    r.   -test_from_arrow_respecting_given_dtype_unsaferu  |  ss    HHc3ZbjjlH3E		!	!"//	2 QbjjlJrxxz4J%K%O%OPQ Q Qs   AB$$B-c                    d} t        j                  dddt         j                  g|       }|j                  d      }t        j                  dddt         j                  g|       }t	        j
                  ||       t        j                  d	t         j                  d
g|       }|j                  d      }t        j                  dt         j                  dg|       }t	        j
                  ||       y )Nr  r;   gGz?g{Gz@rV   r=   g333333?g@g^@gp=
cL@r?   g      ^@g      N@)rd   r   r  roundr   r   r6   r   r   r   s       r.   
test_roundry    s    E
))S$bee,E
:CYYq\Fyy#sC/u=H68,
))UBEE5)
7CYYr]Fyy%-U;H68,r0   c                   | \  }}}| j                  g d      }t        j                  |d<   |rt        j                  |      }d}t	        j
                  t        |      5  |j                  |       d d d        y # 1 sw Y   y xY w)N)rA   r   r=   r?   zOsearchsorted requires array to be sorted, which is impossible with NAs present.r   )r  rd   r  r   r'   r%   rC  searchsorted)ry   	as_seriesrL   rp   rK   r  r  s          r.    test_searchsorted_with_na_raisesr}    sw    GAq!


	
*CeeCGiin	0  
z	-   s   !A<<Bc                 \   t        j                  t        j                  ddgt        t        j                  t        j                         t        j                                           ddgd      } | j                         }| j                  ddg	      }t        j                  ||       y )
Nr   r^  rV   r=   rA   rK   rL   rK   rL   )by)rd   rD  r   r   r*   
dictionaryint32r   r^  sort_valuesr   rH  )rI  r   r   s      r.   test_sort_values_dictionaryr    s    	c
*R]]288:ryy{-S"T Q		

B wwyH^^Sz^*F&(+r0   patr  z	a[a-z]{2}c                6   t        j                  dd gt        t        j	                                     }|j
                  j                  |       }t        j                  dd gt        t        j                                     }t        j                  ||       y )Nr  rV   r=   )
rd   r   r   r*   r   rE  r   r  r   r   )r  r   r   r   s       r.   test_str_countr    sb    
))UDMBIIK)@
ACWW]]3Fyy!T*RXXZ*@AH68,r0   c                    t        j                  dd gt        t        j	                                     } t        j                  t        d      5  | j                  j                  dd       d d d        y # 1 sw Y   y xY w)Nr  rV   z	count notr   r=   flags)
rd   r   r   r*   r   r'   r%   rc   rE  r   r   s    r.    test_str_count_flags_unsupportedr    sY    
))UDMBIIK)@
AC	*+	> &e1%& & &   A77B zside, str_funcr  rjustr  ljustbothcenterc                ^   t        j                  dd gt        t        j	                                     }|j
                  j                  d| d      }t        j                   t        d|      dd      d gt        t        j	                                     }t        j                  ||       y )NrK   rV   r  r   )widthsidefillchar)
rd   r   r   r*   r   rE  padr   r   r   )r  str_funcr   r   r   s        r.   test_str_padr    s     ))S$Kz"))+'>
?CWW[[qtc[:Fyy	h	3	'.j6MH 68,r0   c                    t        j                  dd gt        t        j	                                     } t        j                  t        d      5  | j                  j                  ddd       d d d        y # 1 sw Y   y xY w)NrK   rV   zInvalid side: foor   r  rd  r   )
rd   r   r   r*   r   r'   r%   rC  rE  r  r  s    r.   test_str_pad_invalid_sider    sY    
))S$Kz"))+'>
?C	z)<	= #Auc"# # #r  zpat, case, na, regex, expabFTAbz	a[a-z]{1}z	A[a-z]{1}c                :   t        j                  dd gt        t        j	                                     }|j
                  j                  | |||      }t        j                  |t        t        j                                     }t        j                  ||       y )Nr  rV   )casenaregex)
rd   r   r   r*   r   rE  containsr  r   r   )r  r  r  r  r  r   r   r   s           r.   test_str_containsr    sk     ))UDMBIIK)@
ACWWc5AFyyJrxxz$:;H68,r0   c                    t        j                  dd gt        t        j	                                     } t        j                  t        d      5  | j                  j                  dd       d d d        y # 1 sw Y   y xY w)Nr  rV   zcontains notr   rK   r=   r  )
rd   r   r   r*   r   r'   r%   rc   rE  r  r  s    r.   #test_str_contains_flags_unsupportedr    s\    
))UDMBIIK)@
AC	*.	A 'A&' ' 'r  zside, pat, na, exp
startswith)TNFrL   r  endswith)FTFbc)rK   eg)TNT)rK   rp   r  r   )FNFc                8   t        j                  g dt        t        j	                                     } t        |j                  |       ||      }t        j                  |t        t        j                                     }t        j                  ||       y )N)r  NefgrV   )r  
rd   r   r   r*   r   r   rE  r  r   r   )r  r  r  r  r   r   r   s          r.   test_str_start_ends_withr    sd     ))(
299;0G
HC#WSWWd#CB/FyyJrxxz$:;H68,r0   r  )r  r  c                8   t        j                  d d gt        t        j	                                     } t        |j                  |       d      }t        j                  d d gt        t        j                                     }t        j                  ||       y )NrV   r   r  )r  r   r   r   s       r.   /test_str_starts_ends_with_all_nulls_empty_tupler    si    
))T4L
299;(?
@C#WSWWd#B'F yy$Z
-CDH68,r0   zarg_name, argreplr  r  r=   c                   t        j                  dd gt        t        j	                                     }dddd}||| <   t        j                  t        d      5   |j                  j                  d	i | d d d        y # 1 sw Y   y xY w)
Nr  rV   rL   r   T)r  r  r  zreplace is not supportedr   r   )
rd   r   r   r*   r   r'   r%   rc   rE  replace)arg_nameargr   kwargss       r.   test_str_replace_unsupportedr    ss    
 ))UDMBIIK)@
AC#5FF8	*2L	M "!&!" " "s   BB
zpat, repl, n, regex, exprK   r   r?   xbxcxbacz[a-b]xxxcc                :   t        j                  dd gt        t        j	                                     }|j
                  j                  | |||      }t        j                  |t        t        j	                                     }t        j                  ||       y )NabacrV   )nr  )	rd   r   r   r*   r   rE  r  r   r   )r  r  r  r  r  r   r   r   s           r.   test_str_replacer    sh     ))VTN*RYY[*A
BCWW__S$!5_9FyyJryy{$;<H68,r0   c                 *   t        j                  ddgt        t        j	                                     } | j
                  j                  dddd      }t        j                  ddgt        t        j	                                     }t        j                  ||       | j                  t        j                  d	
            }|j
                  j                  dddd      }|j                  |j                        }t        j                  ||       | j                  t        j                  d	t        j                              }|j
                  j                  dddd      }|j                  |j                        }t        j                  ||       y )Nr  aaaaaarV   rK   r  Tr  r    storage)r  r   )rd   r   r   r*   r   rE  r  r   r   r   StringDtyper6   r   r   )	r   actualr   ser2actual2	expected2ser3actual3	expected3s	            r.   test_str_replace_negative_nr    s   
))UH%Z		-D
ECWW__S"b$/Fyy$:biik+BCH8V, ::bnnY78DhhsBD1G

+I9g.::bnnYHIDhhsBD1G

+I9g.r0   c                    t        j                  dd gt        t        j	                                     } t        j                  t        d      5  | j                  j                  ddg       d d d        y # 1 sw Y   y xY w)Nr  rV   zrepeat is notr   r=   rA   )
rd   r   r   r*   r   r'   r%   rc   rE  r  r  s    r.   test_str_repeat_unsupportedr  2  sY    
))UDMBIIK)@
AC	*/	B 1v  r  c                 6   t        j                  dd gt        t        j	                                     } | j
                  j                  d      }t        j                  dd gt        t        j	                                     }t        j                  ||       y )Nr  rV   rA   r  )	rd   r   r   r*   r   rE  r  r   r   rD  s      r.   test_str_repeatr  8  sc    
))UDMBIIK)@
ACWW^^AFyy(D)BIIK1HIH68,r0   zpat, case, na, expc                8   t        j                  dd gt        t        j	                                     }|j
                  j                  | ||      }t        j                  |t        t        j                                     }t        j                  ||       y )Nr  rV   r  r  
rd   r   r   r*   r   rE  r   r  r   r   r  r  r  r  r   r   r   s          r.   test_str_matchr  ?  sf     ))UDMBIIK)@
ACWW]]3Tb]1FyyJrxxz$:;H68,r0   )TTFNAbc)FFFNabc$TFFNzabc\$FTFNzAbc$zAbc\$c                8   t        j                  g dt        t        j	                                     }|j
                  j                  | ||      }t        j                  |t        t        j                                     }t        j                  ||       y )N)r  r  z$abcNrV   r  r  r  s          r.   test_str_fullmatchr  Q  sc    " ))1BIIK9P
QCWW]]3Tb]1FyyJrxxz$:;H68,r0   zsub, start, end, exp, exp_typr  c                   t        j                  dd gt        t        j	                                     }|j
                  j                  | ||      }t        j                  |t        |            }t        j                  ||       y )Nr  rV   )startend	rd   r   r   r*   r   rE  findr   r   )subr  r  r  exp_typr   r   r   s           r.   test_str_findr  h  s`    
 ))UDMBIIK)@
ACWW\\#U\4FyyJw$78H68,r0   c                 <   t        j                  dd gt        t        j	                                     } | j
                  j                  ddd      }t        j                  dd gt        t        j                                     }t        j                  ||       y )Nr  rV   rL   ir  r  r  r  r=   
rd   r   r   r*   r   rE  r  r  r   r   rD  s      r.   test_str_find_negative_startr  s  sh    
))UDMBIIK)@
ACWW\\cA\6Fyy!T*RXXZ*@AH68,r0   c                    t        j                  dd gt        t        j	                                     } | j
                  j                  dd      }t        j                  dd gd      }t        j                  ||       y )Nr  rV   r  r=   )r  r?   r   r  rD  s      r.   test_str_find_no_endr  {  s\    
))UDMBIIK)@
ACWW\\$a\(Fyy"d+;<H68,r0   c                 <   t        j                  dd gt        t        j	                                     } | j
                  j                  ddd      }t        j                  dd gt        t        j                                     }t        j                  ||       y )NabcdefgrV   dr  r  r  r  rD  s      r.   )test_str_find_negative_start_negative_endr    si    
))Y%Z		-D
ECWW\\c\4Fyy!T*RXXZ*@AH68,r0   c                 :   t        j                  dd gt        t        j	                                     } | j
                  j                  dd      }t        j                  dd gt        t        j                                     }t        j                  ||       y )Nr  rV   r  r  )r  r  r?   r  rD  s      r.   test_str_find_large_startr    sg    
))Y%Z		-D
ECWW\\c\,Fyy"d:bhhj+ABH68,r0   z,https://github.com/apache/arrow/issues/36311r   r  )r  r   r=      Nr  )r  r?   r   r  r  Nr  )r  azabcerK   caac                j   t        j                  g dt        t        j	                                     }|j                  t        j                  d            }|j                  j                  || |      }|j                  j                  || |      j                  |j                        }t        j                  ||       |j                  t        j                  d            }|j                  j                  || |      j                  |j                        }t        j                  ||       y )N)abcaadefr  abcdeddefgj8292r  rK   r  rV   r;  r  r    )rd   r   r   r*   r   r   r  rE  r  r6   r   r   )	r  r  r  rq  object_seriesr   r   arrow_str_seriesresult2s	            r.   test_str_find_e2er    s     			=%	A HHR^^H=>MUUZZUC(F  %%c5#6==fllKH68,xxy AB""''UC8??MG7H-r0   c                 <   t        j                  dd gt        t        j	                                     } | j
                  j                  ddd      }t        j                  dd gt        t        j                                     }t        j                  ||       y )Nr  rV   r  r  r  r  r?   r  rD  s      r.   2test_str_find_negative_start_negative_end_no_matchr    si    
))Y%Z		-D
ECWW\\c\4Fyy"d:bhhj+ABH68,r0   zi, exp)rL   r  N)rp   r  NrA   )rp   NNr  )rK   NNr  c                2   t        j                  g dt        t        j	                                     }|j
                  j                  |       }t        j                  |t        t        j	                                     }t        j                  ||       y )N)r  deNrV   )	rd   r   r   r*   r   rE  ro  r   r   )r
  r  r   r   r   s        r.   test_str_getr     s\     ))'z"))+/F
GCWW[[^FyyJryy{$;<H68,r0   z=TODO: StringMethods._validate should support Arrow list typesr   c            
     Z   t        j                  t        t        j	                  t        d      t        d      d g                  } | j                  j                  d      }t        j                  g dt        t        j                                     }t        j                  ||       y )Nr  123=za=b=cz1=2=3NrV   )rd   r   r!   r*   re   rL  rE  joinr   r   r   r   rD  s      r.   test_str_joinr    sn    
 ))'$u+tE{D1Q(RS
TCWW\\#Fyy1BIIK9PQH68,r0   c                 4   t        j                  t        t        j	                  g d                  } | j
                  j                  d      }t        j                  g dt        t        j                                     }t        j                  ||       y )N)r  r  Nr  r  rV   )rd   r   r!   r*   re   rE  r  r   r   r   r   rD  s      r.   test_str_join_string_typer    s^    
))'1E(FG
HCWW\\#Fyy1BIIK9PQH68,r0   zstart, stop, step, expdcbac                6   t        j                  dd gt        t        j	                                     }|j
                  j                  | ||      }t        j                  |t        t        j	                                     }t        j                  ||       y NabcdrV   )	rd   r   r   r*   r   rE  slicer   r   )r  stopstepr  r   r   r   s          r.   test_str_slicer    sd     ))VTN*RYY[*A
BCWW]]5$-FyyJryy{$;<H68,r0   zstart, stop, repl, expaxcdxcdcdc                6   t        j                  dd gt        t        j	                                     }|j
                  j                  | ||      }t        j                  |t        t        j	                                     }t        j                  ||       y r  )	rd   r   r   r*   r   rE  slice_replacer   r   )r  r  r  r  r   r   r   s          r.   test_str_slice_replacer    sf     ))VTN*RYY[*A
BCWW""5$5FyyJryy{$;<H68,r0   zvalue, method, exp)a1cisalnumT)z!|,r  F)aaaisalphaT)z!!!r  F)u   ٠	isdecimalT)z~!r  F)rM   isdigitT)~r  F)r  islowerT)aaAr  F)r  	isnumericT)11Ir   F) isspaceT)r  r#  F)zThe ThatistitleT)zthe Thatr$  F)AAAisupperT)AAcr&  Fc                6   t        j                  | d gt        t        j	                                     } t        |j                  |             }t        j                  |d gt        t        j                                     }t        j                  ||       y r   r  )valuer0  r  r   r   r   s         r.   test_str_is_functionsr*    sg    0 ))UDMBIIK)@
AC%WSWWf%'Fyy#tJrxxz,BCH68,r0   zmethod, exp
capitalizezAbc deftitlezAbc DefswapcasezAbC Defr  zabc defupperzABC DEFcasefoldc                6   t        j                  dd gt        t        j	                                     } t        |j                  |              }t        j                  |d gt        t        j	                                     }t        j                  ||       y )NzaBc dEFrV   	rd   r   r   r*   r   r   rE  r   r   )r0  r  r   r   r   s        r.   test_str_transform_functionsr2    sh     ))Y%Z		-D
EC%WSWWf%'Fyy#tJryy{,CDH68,r0   c                 4   t        j                  dd gt        t        j	                                     } | j
                  j                         }t        j                  dd gt        t        j                                     }t        j                  ||       y )Nr  rV   r8   )
rd   r   r   r*   r   rE  r  r  r   r   rD  s      r.   test_str_lenr4  !  s_    
))VTN*RYY[*A
BCWW[[]Fyy!T*RXXZ*@AH68,r0   zmethod, to_strip, val)rb  Nz abc )rb  r   xabcx)lstripNz abc)r6  r   xabc)rstripNzabc )r8  r   abcxc                :   t        j                  |d gt        t        j	                                     } t        |j                  |       |      }t        j                  dd gt        t        j	                                     }t        j                  ||       y )NrV   )to_stripr  r1  )r0  r;  valr   r   r   s         r.   test_str_stripr=  (  si     ))S$Kz"))+'>
?C%WSWWf%x8Fyy%j.EFH68,r0   r<  abc123c                6   t        j                  | d gt        t        j	                                     }|j
                  j                  d      }t        j                  dd gt        t        j	                                     }t        j                  ||       y NrV   r  r  )	rd   r   r   r*   r   rE  removesuffixr   r   r<  r   r   r   s       r.   test_str_removesuffixrC  :  d    
))S$Kz"))+'>
?CWW!!%(Fyy%j.EFH68,r0   123abcc                6   t        j                  | d gt        t        j	                                     }|j
                  j                  d      }t        j                  dd gt        t        j	                                     }t        j                  ||       y r@  )	rd   r   r   r*   r   rE  removeprefixr   r   rB  s       r.   test_str_removeprefixrH  B  rD  r0   rI  r   strictzencoding, exputf8s   abcutf32s     a   b   c   c                8   t        j                  dd gt        t        j	                                     }|j
                  j                  ||       }t        j                  |d gt        t        j                                     }t        j                  ||       y Nr  rV   )
rd   r   r   r*   r   rE  encoder  r   r   )rI  encodingr  r   r   r   s         r.   test_str_encoderP  J  sf     ))UDMBIIK)@
ACWW^^Hf-Fyy#tJryy{,CDH68,r0   c           	     d   t        j                  g dt        t        j	                                     }|j
                  j                  d|       }t        j                  dgg d gt        t        j                  t        j	                                           }t        j                  ||       y )N)r  r  NrV   rL   r  )
rd   r   r   r*   r   rE  findalllist_r   r   )r  r   r   r   s       r.   test_str_findallrT  Y  sq    
))(
299;0G
HCWW__S_.Fyy3%T**RXXbiik=R2STH68,r0   r0  r@  rindexz
start, endc                   t        j                  dd gt        t        j	                                     } t        |j                  |       d||      }t        j                  dd gt        t        j                                     }t        j                  ||       t        j                  t        d      5   t        |j                  |       d||       d d d        y # 1 sw Y   y xY w)NabcbarV   rp   rA   zsubstring not foundr   rd  )rd   r   r   r*   r   r   rE  r  r   r   r'   r%   rC  )r0  r  r  r   r   r   s         r.   test_str_r_indexrX  a  s     ))WdO:biik+B
CC%WSWWf%c5#6Fyy!T*RXXZ*@AH68,	z)>	? 4  s34 4 4s   8C  C)formNFCNFKCc                    t        j                  dd gt        t        j	                                     }|j
                  j                  |       }|j                         }t        j                  ||       y rM  )
rd   r   r   r*   r   rE  	normalizer^  r   r   )rY  r   r   r   s       r.   test_str_normalizer^  s  sP    
))UDMBIIK)@
ACWWt$FxxzH68,r0   c                :   t        j                  g dt        t        j	                                     }|j
                  j                  d| |      }t        j                  g dt        t        j                                     }t        j                  ||       y )N)rW  rd  NrV   rp   )rA   r?   N)
rd   r   r   r*   r   rE  rfindr  r   r   )r  r  r   r   r   s        r.   test_str_rfindra  {  sa     ))**RYY[2I
JCWW]]3s+Fyyj.DEH68,r0   c                 :   t        j                  dd gt        t        j	                                     } | j
                  j                  ddi      }t        j                  dd gt        t        j	                                     }t        j                  ||       y )NrW  rV   a   rL   bbcbb)	rd   r   r   r*   r   rE  	translater   r   rD  s      r.   test_str_translaterf    sh    
))WdO:biik+B
CCWWCy)Fyy'4
299;0GHH68,r0   c                 6   t        j                  dd gt        t        j	                                     } | j
                  j                  d      }t        j                  dd gt        t        j	                                     }t        j                  ||       y )NrW  rV   r  zabc
ba)	rd   r   r   r*   r   rE  wrapr   r   rD  s      r.   test_str_wrapri    sb    
))WdO:biik+B
CCWW\\!_Fyy)T**RYY[2IJH68,r0   c                 H   t        j                  g dt        t        j	                                     } | j
                  j                         }t        j                  g dg dg dgt        t        j                               g d      }t        j                  ||       y )N)za|bNza|crV   )TTFr  r"  )rK   rL   rp   )r6   rt  )rd   r   r   r*   r   rE  get_dummiesrD  r  r   rH  rD  s      r.   test_get_dummiesrl    sm    
))(
299;0G
HCWW  "F||	35HI$H
 &(+r0   c                    t        j                  dd gt        t        j	                                     } | j
                  j                  d      }t        j                  g dg dgt        t        j	                                     }t        j                  ||       | j
                  j                  dd      }t        j                  t        t        j                  g dd g                  }t        j                  ||       | j
                  j                  d      }t        j                  g dg dgt        t        j	                                     }t        j                  ||       | j
                  j                  dd      }t        j                  t        t        j                  g dd g                  }t        j                  ||       y )	NrW  rV   rL   )rK   rL   cbar  Fexpand)r  rL   rK   )rd   r   r   r*   r   rE  	partitionrD  r   rH  r!   re   r   
rpartitionrD  s      r.   test_str_partitionrs    sM   
))WdO:biik+B
CCWWs#F||	./z"))+7NH &(+WWs51Fyy,RXX7H$6O-PQRH68,WW$F||	./z"))+7NH &(+WWE2Fyy,RXX7H$6O-PQRH68,r0   rsplitsplitc                8   t        j                  dd gt        t        j	                                     } t        |j                  |              }t        j                  t        t        j                  g dd g                  }t        j                  ||       y )Nza1 cbc
brV   )a1cbcrL   )rd   r   r   r*   r   r   rE  r!   re   r   r   r0  r   r   r   s       r.   test_str_split_pat_nonerz    sl     ))[$'z"))+/F
GC%WSWWf%'Fyy,RXX7I46P-QRSH68,r0   c            	        t        j                  g dt        t        j	                                     } | j
                  j                  d      }t        j                  t        t        j                  g dg dd g                  }t        j                  ||       | j
                  j                  dd      }t        j                  t        t        j                  dd	gd
d	gd g                  }t        j                  ||       | j
                  j                  dd      }t        j                  t        t        j                  ddgddgd g                  }t        j                  ||       | j
                  j                  ddd      }t        j                  t        t        j                  g d            t        t        j                  g d            d      }t        j                  ||       | j
                  j                  dd      }t        j                  t        t        j                  g d            t        t        j                  g d            d      }t        j                  ||       y )Na1cbcba2cbcbNrV   rp   rw  rL   rL   a2rL   rL   r=   r  rw  bcbr  z[1-2]T)r  rK   cbcb)r  rp  )rK   rK   N)r  r  Nr   r=   rB   ro  rK   r~  Nr  NN)rd   r   r   r*   r   rE  ru  r!   re   r   r   rD  rH  rD  s      r.   test_str_splitr    s   
)).j6M
NCWW]]3FyyBHH&68H$%OPQH 68,WW]]3!]$FyyBHHtUmdE]D%IJKH 68,WW]]7$]/FyyBHHsFmc6]D%IJKH 68,WW]]7$t]<F||"288,<#=>"288,B#CD	
H &(+WW]]3t],F||"288,A#BC"288,@#AB	
H &(+r0   c            	     2   t        j                  g dt        t        j	                                     } | j
                  j                  d      }t        j                  t        t        j                  g dg dd g                  }t        j                  ||       | j
                  j                  dd      }t        j                  t        t        j                  dd	gd
d	gd g                  }t        j                  ||       | j
                  j                  ddd      }t        j                  t        t        j                  g d            t        t        j                  g d            d      }t        j                  ||       | j
                  j                  dd      }t        j                  t        t        j                  g d            t        t        j                  g d            d      }t        j                  ||       y )Nr|  rV   rp   r  r  r=   r  a1cbrL   a2cbT)r  rp  )r  r  N)rL   rL   Nr  rB   ro  r  r  )rd   r   r   r*   r   rE  rt  r!   re   r   r   rD  rH  rD  s      r.   test_str_rsplitr    s   
)).j6M
NCWW^^C FyyBHH&68H$%OPQH 68,WW^^C1^%FyyBHHvsmfc]D%IJKH 68,WW^^C1T^2F||"288,B#CD"288,<#=>	
H &(+WW^^C^-F||"288,A#BC"288,@#AB	
H &(+r0   c                    t        j                  g dt        t        j	                                     } t        j                  t        d      5  | j                  j                  d       d d d        y # 1 sw Y   y xY w)Nrw  b2c3rV   z*pat=.* must contain a symbolic group name.r   z[ab](\d))
rd   r   r   r*   r   r'   r%   rC  rE  extractr  s    r.   test_str_extract_non_symbolicr  	  sR    
))&j.E
FC	z)U	V %$% % %s   A55A>rp  c           	     z   t        j                  g dt        t        j	                                     }|j
                  j                  d|       }t        j                  t        t        j                  g d            t        t        j                  g d            d      }t        j                  ||       y )Nr  rV   z(?P<letter>[ab])(?P<digit>\d)ro  )rK   rL   NrB   rM   N)letterdigit)rd   r   r   r*   r   rE  r  rD  r!   re   r   rH  )rp  r   r   r   s       r.   test_str_extractr  	  s~    
))&j.E
FCWW__=f_MF||)"((3C*DE(2B)CD	
H &(+r0   c            	        t        j                  g dt        t        j	                                     } | j
                  j                  dd      }t        j                  dt        t        j                  g d            i      }t        j                  ||       | j
                  j                  dd      }t        j                  t        t        j                  g d            d	      }t        j                  ||       y )
Nr  rV   z[ab](?P<digit>\d)Tro  r  r  Fr  )rd   r   r   r*   r   rE  r  rD  r!   re   r   rH  r   rD  s      r.   test_str_extract_expandr  	  s    
))&j.E
FCWW__1$_?F||(2B)CD	
H
 &(+WW__1%_@Fyy,RXX6F-GHwWH68,r0   rB  )r>  r=  rp  rq  c                    ddg}t         j                  |       }t        j                  ||      }t        t         j	                  dd g|            }t        j                  ||       y )N1000NaTrV     ri  )r*   durationr!   r   re   r   r   )rB  stringsr   r   r   s        r.   #test_duration_from_strings_with_natr  .	  sX     uoGkk$G ::7'RF"288T4Lw8#GHH##FH5r0   c                   | j                   j                  }t        j                  j	                  |      sDt        j                  t        d      5  t        j                  |       j                   d d d        y y # 1 sw Y   y xY w)Nz2Can only use .dt accessor with datetimelike valuesr   )r6   r4   r*   rW   r   r'   r%   AttributeErrorrd   r   r	  r   s     r.   test_unsupported_dtr  8	  sg    zz''H88)]]"V
 	 IIdO	 	 *	 	s    A;;Bzprop, expectedyear  dayday_of_week	dayofweekweekdayday_of_year	dayofyearhourminuteis_leap_yearmicrosecondrJ   month
nanosecondr  quartersecondrw   r   r   c                   t        j                  t        j                  dddddddd	      d gt        t        j                  d
                  }t        |j                  |       }d }t        |t              rt        j                         }n%t        |t              rt        j                  d
      }t        j                  t        t        j                  |d g|                  }t        j                   ||       y )Nr  r=   rA   r  r8   rw   rJ   r  )r  r  r  r  r  r  r  r  r>  rV   ri  )rd   r   rl  r   r*   r  r   r	  r   r   rm  r   time64r!   re   r   r   )propr   r   r   exp_types        r.   test_dt_propertiesr  A	  s    . ))LL	 	
 d+,C  SVVT"FH(D!99;	Hd	#99T?yy,RXXx6FXX-VWXH68,r0   c            
     @   t        j                  t        dddd      t        dddd      t        dddd      d gt        t        j                  d            	      } | j                  j                  }t        j                  g d
t        t        j                               	      }t        j                  ||       | j                  j                  }t        j                  g dt        t        j                               	      }t        j                  ||       y )Nr  rF   rA   r  r  r  r  r  r=   rG   r=  rV   r  FFTN)rd   r   r   r   r*   r  r	  is_month_startr  r   r   is_month_endrD  s      r.   test_dt_is_month_start_endr  r	  s    
))$baa8$aQQ7$aRa8		
 d+,C VV""Fyy3:bhhj;QRH68,VV  Fyy3:bhhj;QRH68,r0   c            
     @   t        j                  t        dddd      t        dddd      t        dddd      d gt        t        j                  d                  } | j                  j                  }t        j                  g d	t        t        j                                     }t        j                  ||       | j                  j                  }t        j                  g d
t        t        j                                     }t        j                  ||       y )Nr  rF   rG   r  r  r=   r=  rV   r  r  )rd   r   r   r   r*   r  r	  is_year_startr  r   r   is_year_endrD  s      r.   test_dt_is_year_start_endr  	  s    
))$bbq9$aQQ7$aRa8		
 d+,C VV!!Fyy3:bhhj;QRH68,VVFyy3:bhhj;QRH68,r0   c            
     @   t        j                  t        dddd      t        dddd      t        dddd      d gt        t        j                  d            	      } | j                  j                  }t        j                  g d
t        t        j                               	      }t        j                  ||       | j                  j                  }t        j                  g dt        t        j                               	      }t        j                  ||       y )Nr        r  r  r=   rG   r=  rV   r  r  )rd   r   r   r   r*   r  r	  is_quarter_startr  r   r   is_quarter_endrD  s      r.   test_dt_is_quarter_start_endr  	  s    
))$bbq9$aQQ7$aRa8		
 d+,C VV$$Fyy3:bhhj;QRH68,VV""Fyy3:bhhj;QRH68,r0   days_in_monthdaysinmonthc           
        t        j                  t        dddd      t        dddd      t        dddd      d gt        t        j                  d            	      }t        |j                  |       }t        j                  g d
t        t        j                               	      }t        j                  ||       y )Nr  r  r  r  r8   r=   rA   r=  rV   )rG   r     N)rd   r   r   r   r*   r  r   r	  r  r   r   ry  s       r.   test_dt_days_in_monthr  	  s    
))$aRa8$aQQ7$aQQ7		
 d+,C SVVV$Fyy+:bhhj3IJH68,r0   c                    t        j                  t        ddd      t        dddd      t        dddd	d
d
      d gt        t        j                  d                  } | j                  j                         }t        j                  t        ddd      t        ddd      t        ddd      d gt        t        j                  d                  }t        j                  ||       y )Nr  r  r  r  r  r  r8   r=   r  rA      ;   )r  r  r  r  r  r  r=  rV   )
rd   r   r   r   r*   r  r	  r]  r   r   rD  s      r.   test_dt_normalizer  	  s    
))$aR0$aQQ7$aQR2N		
 d+,C VVFyy$aR0$aQ/$aQ/		
 d+,H 68,r0   r=  r>  c           
        t        j                  t        dddd      d gt        t        j                  |                   }|j                  j                  | k(  sJ |j                  j                  }t        j                  t        t        j                  t        dd      d gt        j                  |                         }t        j                  ||       y )	Nr  r=   rA   r  r  rV   r   ri  )rd   r   r   r   r*   r  r	  rB  r   r!   re   r  r   r   rB  r   r   r   s       r.   test_dt_time_preserve_unitr  	  s    
))	t1!!	4d;d+,C 66;;$VV[[FyyBHHd1aj$%7biioHNOH 68,r0   r   )Nr  
US/Pacificc           	         t        j                  t        dddd      d gt        t        j                  d|                   }|j                  j                  }|t        j                  |       k(  sJ y )	Nr  r=   rA   r  r  r>  r   rV   )
rd   r   r   r   r*   r  r	  r   r   maybe_get_tz)r   r   r   s      r.   
test_dt_tzr  	  s`    
))	t1!!	4d;dr23C VVYYFY++B////r0   c                 (   t        j                  t        dddd      d gt        t        j                  d                  } | j                  j                         }t        j                  g dg d	gg d
d      }t        j                  ||       y )Nr  r=   rA   r  r  r>  rV   )r  r=   r=   r  )r  weekr  r   rt  r6   )rd   r   r   r   r*   r  r	  isocalendarrD  r   rH  rD  s      r.   test_dt_isocalendarr  	  sv    
))	t1!!	4d;d+,C VV!F||	y!'H
 &(+r0   day_nameSunday
month_nameJanuaryc                d   t        |       t        j                  t        ddd      d gt	        t
        j                  d                  } t        |j                  |              }t        j                  |d gt	        t
        j                                     }t        j                  ||       y )Nr  r=   rp  rV   )r/   rd   r   r   r   r*   r  r   r	  r   r   r   )r0  r  r-   r   r   r   s         r.   test_dt_day_month_namer  	  s}    
 w'
))XdAq)40
2<<PTCU8V
WC$WSVVV$&Fyy#tJryy{,CDH68,r0   c                h   t        |        t        j                  t        dddd      d gt	        t
        j                  d                  }|j                  j                  d      }t        j                  d	d gt	        t
        j                                     }t        j                  ||       y )
Nr  r=   rA   r  r  r>  rV   z%Y-%m-%dT%H:%M:%Sz2023-01-02T03:00:00.000000000)r/   rd   r   r   r   r*   r  r	  strftimer   r   r   )r-   r   r   r   s       r.   test_dt_strftimer  
  s    w'
))	t1!!	4d;d+,C VV__01Fyy	($/z"))+7NH 68,r0   )ceilr
  rw  c                   t        j                  t        dddd      d gt        t        j                  d                  }t        j                  t        d	      5   t        |j                  |       d
d       d d d        t        j                  t        d	      5   t        |j                  |       d
d       d d d        y # 1 sw Y   LxY w# 1 sw Y   y xY w)Nr  r=   rA   r  r  r>  rV   zambiguous is not supported.r   1hr  	ambiguousznonexistent is not supported.nonexistent)rd   r   r   r   r*   r  r'   r%   rc   r   r	  r0  r   s     r.   *test_dt_roundlike_tz_options_not_supportedr  
  s    
))	t1!!	4d;d+,C 
*2O	P 767 
*2Q	R 9%89 97 79 9s   C CCCc                   t        j                  t        dddd      d gt        t        j                  d                  }t        j                  t        d	      5   t        |j                  |       d
       d d d        t        j                  t        d	      5   t        |j                  |       d        d d d        y # 1 sw Y   JxY w# 1 sw Y   y xY w)Nr  r=   rA   r  r  r>  rV   zfreq='1B' is not supportedr   1Bz$Must specify a valid frequency: None)rd   r   r   r   r*   r  r'   r%   rC  r   r	  r  s     r.   "test_dt_roundlike_unsupported_freqr  !
  s    
))	t1!!	4d;d+,C 
z)E	F &%& 
z)O	P &%& && && &s   CCCCfreq)Dhr  rq  rp  r=  r>  c                j   t        j                  t        ddd      d g      }t        t        j                  d            } t        |j                  |      d|        j                  |      } t        |j                  |      j                  |      d|        }t        j                  ||       y )Nr  r=   r  r>  rB   )rd   r   r   r   r*   r  r   r	  r   r   r   )r  r0  r   rf   r   r   s         r.   test_dt_ceil_year_floorr  .
  s     ))	t1!	,d3C ",,t,-H&wsvvv&4&z299(CH5WSZZ),,f5$jAF68,r0   c                    t        ddd      t        ddd      g} t        j                  | t        t        j                  d                  }d}t        j                  t        |      5  |j                  j                         }d d d        t        j                  | t              }t        j                  |       t        d |D              sJ d	}t        j                  t        |      5  |j!                  d
      j                  j                         }d d d        t        j                  ||       y # 1 sw Y   xY w# 1 sw Y   ,xY w)NrD   r=   r  r>  rV   CThe behavior of ArrowTemporalProperties.to_pydatetime is deprecatedr   c              3  >   K   | ]  }t        |      t        u   y wr   )rj   r   .0ress     r.   	<genexpr>z(test_dt_to_pydatetime.<locals>.<genexpr>D
  s     7tCyH$7   z>The behavior of DatetimeProperties.to_pydatetime is deprecateddatetime64[ns])r   rd   r   r   r*   r  r   rN  FutureWarningr	  r  r   re   r   r   r   r   )rg   r   r  r   r   s        r.   test_dt_to_pydatetimer  :
  s   T1a (4A"67D
))D
2<<+= >
?C
OC		#	#M	= (%%'(xxF+H177777
JC		#	#M	= C::./22@@BC1( (C Cs   +D90*E9EE	date_typer   @   c                   t        j                  t        ddd      gt         t	        t
        d|                           }d}t        j                  t        |      5  t        j                  t        d      5  |j                  j                          d d d        d d d        y # 1 sw Y   xY w# 1 sw Y   y xY w)	NrD   rF   rG   r   rV   r  r   z#to_pydatetime cannot be called with)rd   r   r   r   r   r*   r   rN  r  r'   r%   rC  r	  r  )r  r   r  s      r.    test_dt_to_pydatetime_date_errorr	  L
  s     ))	dB	8tI;%78:;C PC		#	#M	= #]]:-RS 	#FF  "	## #	# 	## #s$    B4<B(B4(B1	-B44B=c                    t        j                  t        dddd      d gt        t        j                  d                  } t        j                  t        d	      5  | j                  j                  d
d       d d d        t        j                  t        d	      5  | j                  j                  d
d       d d d        y # 1 sw Y   KxY w# 1 sw Y   y xY w)Nr  r=   rA   r  r  r>  rV   z ambiguous='NaT' is not supportedr   r  r  r  z"nonexistent='NaT' is not supportedr  )rd   r   r   r   r*   r  r'   r%   rc   r	  tz_localizer  s    r.   *test_dt_tz_localize_unsupported_tz_optionsr  Y
  s    
))	t1!!	4d;d+,C 
*2T	U 35E23 
*2V	W 55e45 53 35 5s   CCCCc            	     r   t        j                  t        dddd      d gt        t        j                  dd            	      } | j                  j                  d       }t        j                  t        dddd      d gt        t        j                  d            	      }t        j                  ||       y )
Nr  r=   rA   r  r  r>  r  r  rV   )
rd   r   r   r   r*   r  r	  r  r   r   rD  s      r.   test_dt_tz_localize_noner  e
  s    
))	t1!!	4d;d|<=C VV%Fyy	t1!!	4d;d+,H 68,r0   c                   t        |       t        j                  t        dddd      d gt	        t
        j                  |                   }|j                  j                  d      }t
        j                  t        dddd      d gt
        j                  |             }t
        j                  j                  |d      }t        j                  t        |            }t        j                  ||       y )	Nr  r=   rA   r  r  rV   r  ri  r/   rd   r   r   r   r*   r  r	  r  re   computeassume_timezoner!   r   r   )rB  r-   r   r   exp_datar   s         r.   test_dt_tz_localizer  r
  s    w'
))	t1!!	4d;d+,C VV-Fxx	t1!!	4d;",,tBT  H zz))(LAHyy,X67H68,r0   znonexistent, exp_dateshift_forwardrF   r  shift_backwardz2023-03-12 01:59:59.999999999c           	        t        |       t        j                  t        ddddd      d gt	        t
        j                  d                  }|j                  j                  d	| 
      }t
        j                  |d gt
        j                  d            }t
        j                  j                  |d	      }t        j                  t        |            }t        j                  ||       y )Nr  r  rF   rA   r  )r  r  r  r  r  r>  rV   r  r  ri  r  )r  exp_dater-   r   r   r  r   s          r.   test_dt_tz_localize_nonexistentr  
  s     w'
))	t1"1R	@$Gd+,C VV+FFxx4(r||D/AxBHzz))(LAHyy,X67H68,r0   c                    t        j                  t        dddd      d gt        t        j                  d                  } t        j                  t        d	      5  | j                  j                  d
       d d d        y # 1 sw Y   y xY w)Nr  r=   rA   r  r  r>  rV   z"Cannot convert tz-naive timestampsr   r  )rd   r   r   r   r*   r  r'   r%   r   r	  
tz_convertr  s    r.    test_dt_tz_convert_not_tz_raisesr  
  sl    
))	t1!!	4d;d+,C 
y(L	M !% ! ! !s   BBc            	     p   t        j                  t        dddd      d gt        t        j                  dd                  } | j                  j                  d       }t        j                  t        dddd      d gt        t        j                  d                  }t        j                  ||       y )	Nr  r=   rA   r  r  r>  r  rV   
rd   r   r   r   r*   r  r	  r  r   r   rD  s      r.   test_dt_tz_convert_noner  
  s    
))	t1!!	4d;dL9:C VVt$Fyy	t1!!	4d;d+,H 68,r0   c           	     r   t        j                  t        dddd      d gt        t        j                  | d                  }|j                  j                  d      }t        j                  t        dddd      d gt        t        j                  | d                  }t        j                  ||       y )	Nr  r=   rA   r  r  r  rV   z
US/Easternr  r  s       r.   test_dt_tz_convertr!  
  s    
))	t1!!	4d;dL9:C VV|,Fyy	t1!!	4d;dL9:H 68,r0   r6   ztimestamp[ms][pyarrow]zduration[ms][pyarrow]c                    t        j                  dd g|       }|j                  j                  d      }|j	                  | j                  dd            }t        j                  ||       y )Nr  rV   r>  rp  )rd   r   r	  as_unitr   r  r   r   rx  s       r.   test_as_unitr$  
  sS     ))T4L
.CVV^^D!Fzz%--d34H68,r0   dayssecondsmicrosecondsnanosecondsc           	        t        j                  t        j                  dddd      d gt        t        j                  d                  }t        |j                  |       }t        j                  t        t        j                  |d gt        j                                           }t        j                  ||       y )	Nr=   rA   r  r8   r%  r&  r'  r(  r>  rV   ri  )rd   r   	Timedeltar   r*   r  r   r	  r!   re   r  r   r   )r  r   r   r   s       r.   test_dt_timedelta_propertiesr,  
  s     ))LL	 	
 T*+C SVVT"FyyBHHh%5BHHJHGHH 68,r0   c            	        t        j                  t        j                  dddd      d gt        t        j                  d                  } | j                  j                         }t        j                  t        t        j                  dd gt        j                         	                  }t        j                  ||       y )
Nr=   rA   r  r8   r*  r>  rV   gN%  @ri  )rd   r   r+  r   r*   r  r	  total_secondsr!   re   r   r   r   rD  s      r.   test_dt_timedelta_total_secondsr/  
  s    
))LL	 	
 T*+C VV!!#FyyBHHlD%9

HMNH 68,r0   c                    t        ddd      t        ddd      g} t        j                  | t        t        j                  d                  }|j                  j                         }t        j                  | t              }t        j                  ||       t        d |D              sJ |j                  d      j                  j                         }t        j                  ||       y )	Nr=   rA   r  r8   r>  rV   c              3  >   K   | ]  }t        |      t        u   y wr   )rj   r   r  s     r.   r  z)test_dt_to_pytimedelta.<locals>.<genexpr>   s     8#tCyI%8r  timedelta64[ns])r   rd   r   r   r*   r  r	  to_pytimedeltar   re   r   r   r   r   r   rg   r   r   r   s       r.   test_dt_to_pytimedeltar5  
  s    aA	!Q 23D
))D
2;;t+< =
>CVV""$FxxF+H188888zz+,//>>@H1r0   c                 4   t        j                  t        j                  dddd      d gt        t        j                  d                  } | j                  j                  }t        j                  g dg d	gg d
d      }t        j                  ||       y )Nr=   rA   r  r8   r*  r>  rV   )r=   r   r   rA   r   r  r8   )NNNNNNN)r%  hoursminutesr&  millisecondsr'  r(  r   r  )rd   r   r+  r   r*   r  r	  
componentsrD  r   rH  rD  s      r.   test_dt_componentsr;    s    
))LL	 	
 T*+C VVF||	 JK
 H &(+r0   r   c                    t        j                  d gd      } t        ||       |      }|r| dk(  }nt         j                  }||u sJ y )Nr  rV   r   r   )rd   r   r   r  )r  r   r   r   r   s        r.   #test_boolean_reduce_series_all_nullr=  %  sO     ))TF"4
5C1WS01@F)U255Xr0   c                    g d} g d}d g}| |z   |z   }dgt        |       z  dgt        |      z  z   d gt        |      z  z   }t        j                  |t        j	                               }t        j                  |d      }t        j                  ||       ddg}t        j                  t        j                  d	
      5  t        j                  |t        j	                                d d d        y # 1 sw Y   y xY w)N)trueTRUETruerB   rB  )falseFALSEFalse0rC   TFrV   rl  rA  rd  zFailed to parser   )r  r!   r   r*   r  rd   re   r   r   r'   r%   r+   )true_stringsfalse_stringsnullsr  boolsr   r   s          r.   %test_from_sequence_of_strings_booleanrJ  1  s    7L;MFE]*U2G	\""eWs=/A%AATFSQVZDWW 
 !::7"((*UFxx%78H##FH5uoG	r.?	@ Q55gRXXZPQ Q Qs   *C55C>c                    t        j                  g |       }|j                         }t        j                  |t	        j
                  g t        j                           g      }t        j                  ||       y r   )	rd   r   r^  concatr   re   r  r   r   )r6   r   r   r   s       r.   %test_concat_empty_arrow_backed_seriesrM  C  sR    
))Be
$CxxzHYYBHHRrxx89:;F68,r0   r   zstring[pyarrow]c                    t         j                  dj                               }t        j                  ||       }t        j                  t        |      |       }t        j                  ||       y )Nzthe quick brown foxrV   )r*   re   ru  rd   r   r!   r   r   )r6   r  r   r   s       r.   test_series_from_string_arrayrO  K  sP    
(((..0
1C
))Cu
%Cyy,S1?H3)r0   c                       e Zd Z fdZ xZS )OldArrowExtensionArrayc                L    t         |          }|j                  d      |d<   |S )Nr   _data)r   __getstate__pop)r   stater   s     r.   rT  z#OldArrowExtensionArray.__getstate__U  s'    $&;/gr0   )r  r  r  rT  r  r  s   @r.   rQ  rQ  T  s     r0   rQ  c                 &   t         j                  dg      } t        |       }t        j                  t        j
                  |            }t        j                  ||       |j                  t         j                  |       k(  sJ t        |d      rJ y )Nr=   rS  )r*   re   rQ  r5  r7  r6  r   r   r   chunked_arrayhasattr)rg   r   r   s      r.   #test_pickle_old_arrowextensionarrayrZ  [  st    88QC=D%d+H\\&,,x01F##FH5r//5555vw''''r0   c                 6   d} t        t        j                  t        j                  | ft        j
                        g            }|j                         }d|t        j                  | ft        j
                        <   |j                  |j                  k(  sJ y )Nih6 rV   F)	r!   r*   rX  r   onesr  r^  zerosr   )Nr  r   s      r.   /test_setitem_boolean_replace_with_mask_segfaultr_  d  sn    A
b..BHH0M/NO
PCxxzH*/C!RXX&'==H.....r0   zdata, arrow_dtyperP   rQ   c                    t        |      }t        j                  t        j                  |       |      }t        j                  | |      }t	        j
                  ||       y r   )r   rd   re   r   r   r   )rg   r  r6   r   r   s        r.   -test_conversion_large_dtypes_from_numpy_arrayra  m  sF     {#EXXbhhtnE2FxxE*H##FH5r0   c                 :   t        j                  dd d git        t        j	                                     } t        j                  dddgid      }t        j
                  | |gd      }t        j                  dg did      }t        j                  ||       y )	NrK   rV   r   r=   r   T)ignore_index)NNr   r=   )rd   rD  r   r*   nullrL  r   rH  )rI  df2r   r   s       r.   test_concat_null_arrayrf  {  sz    	sT4L)BGGI1F	GB
,,aV},<
=CYYCyt4F||S"45=MNH&(+r0   c                   t        j                  g dt        |             }|j                         }t        j                  g dt        t        j                               g d      }t        j                  ||       y )Nr=   rA   r  rV   )r  rA   r=   r=   r  g       @rs  r  r   r   r   r  25%50%75%r  r6   r@  )rd   r   r   describer*   r   r   r   r   rg   r   r   s       r.   test_describe_numeric_datarp    sX     99Yj&9:D]]_Fyy&&IH
 68,r0   c                F   t        j                  t        dd      t        |             }|j	                         }t        j                  dgt        j
                  g d| j                        j                         z   t        g d      }t        j                  ||       y )	Nr=   rI   rV   	   )rJ   rA   r=   r  rJ   rw   rr  rB  ri  rm  )rd   r   r  r   rn  to_timedeltarB  r_  r   r   r   ro  s       r.   test_describe_timedelta_dataru    ss     99U1b\G)<=D]]_Fyy	
boo3',,GNNPPIH
 68,r0   c                b   t        j                  t        dd      t        |             }|j	                         }t        j                  dgdD cg c].  }t        j
                  || j                  | j                        0 c}z   t        g d      }t        j                  ||       y c c}w )	Nr=   rI   rV   rr  )rJ   r=   r  rJ   rw   rr  )r   rB  )r   r   r  rj  rk  rl  r  rm  )rd   r   r  r   rn  rl  r   rB  r   r   r   )r   rg   r   vr   s        r.   test_describe_datetime_datarx    s     99U1b\G)<=D]]_Fyy	
 (
 LLwzz=
	

 BH 68,
s   3B,
c                    g d}t        j                  |t        |             }|j                  d      }|d   }||k(  sJ y )Nrh  rV   g?r   )rd   r   r   r  )r   rg   r   r   r   s        r.   test_quantile_temporalrz    sC    
 D
))D
7 3
4C\\#F1vHXr0   c                     t         j                  t        j                  d      gt         j	                               } t        j                  | t        | j                              }t        |      dk(  sJ y )Nz
2020-01-01ri  rV   z+0    2020-01-01
dtype: date32[day][pyarrow])
r*   re   r   fromisoformatrm  rd   r   r   rj   repr)arrow_dtr   s     r.   test_date32_reprr    sT    xx++L9:xMH
))HJx}}$=
>C9FFFFr0   c                    t        j                  dd g      } t        j                  dd g      }t        j                  | t	        t
        j                  d                  }t        j                  |t	        t
        j                  d                  }||z   }t        j                  dd gt	        t
        j                  d                  }t        j                  ||       y )Nr=   r>  rV   rA   )
rd   to_datetimert  r   r   r*   r  r  r   r   )data_tsdata_tdser_tsser_tdr   r   s         r.   2test_duration_overflow_from_ndarray_containing_natr    s    nnaY'Gooq$i(GYYwjd1C&DEFYYwjT1B&CDFf_Fyy!T*R\\$5G*HIH68,r0   c                   t        j                  |       }|dk7  sJ | j                  r5|dv r1t        j                  j                  d      }|j                  |       |t        j                  t        |       d      k(  sJ y )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_dtyperM  r'   r(   r)   r,   rL  )rg   r-   r   r(   s       r.   test_infer_dtype_pyarrow_dtyper    sy    
//$
C/!!!{{sGG{{  B ! 
 	D!#//$t*T::::r0   c                   d}| j                   }t        j                  j                  |       r(t	        j
                  ||      j                  |      g}n2t	        j                  ||| j                        j                  |      g}t        j                  ||       }t        t        j                  |g|             }t        j                  ||       y )Nr  rs  rB  r   rV   ri  )rB  r*   rW   r_   rd   r+  r#  rl  r   r!   rk   re   r   r   )r   r<  rB  seqr   r   s         r.   test_from_sequence_temporalr    s    
 C<<D	xxG$||Cd+33D9:||Cdwzz:BB4HI //7CF"288SE8#@AH##FH5r0   c                   | j                   }t        j                  j                  |       r't	        j
                  d|      j                  |      }n1t	        j                  d|| j                        j                  |      }t        t        j                  g d|             }|j                         }||d d  t        t        j                  g d|             }t        j                  ||       y )Nr=   rs  r  rh  ri  )r=   r=   r=   )rB  r*   rW   r_   rd   r+  r#  rl  r   r!   re   r^  r   r   r   rB  r<  r  r   r   s         r.   test_setitem_temporalr    s    
 <<D	xxG$ll14(006ll14GJJ7??E
bhhywh?
@CXXZFF1I"288IG8#DEH##FH5r0   c                "   t        t        j                  g d|             }| j                  }|t	        j
                  d|      j                  |      z
  }t        t        j                  g d|             }t        j                  ||       y )Nrh  ri  r=   rs  )r   r=   rA   )	r!   r*   re   rB  rd   r+  r#  r   r   )r   r-   r  rB  r   r   s         r.   test_arithmetic_temporalr    sk    
 bhhywh?
@C<<D2<<-55d;;F"288IG8#DEH##FH5r0   c                   | j                   }t        j                  j                  |       r't	        j
                  d|      j                  |      }n1t	        j                  d|| j                        j                  |      }t        t        j                  g d|             }||kD  }t        t        j                  g dt        j                                     }t        j                  ||       y )Nr=   rs  r  rh  ri  )FTT)rB  r*   rW   r_   rd   r+  r#  rl  r   r!   re   r  r   r   r  s         r.   test_comparison_temporalr    s    
 <<D	xxG$ll14(006ll14GJJ7??E
bhhywh?
@C3YF"288,?bhhj8#QRH##FH5r0   c                B   t        t        j                  g d|             }|d   }t        j                  j	                  |       rVt        j                  d| j                        j                  | j                        }t        |t
        j                        scJ t        j                  d| j                  | j                        j                  | j                        }t        |t
        j                        sJ |j                  |j                  k(  sJ ||k(  sJ y )Nrh  ri  r=   rA   rs  r  )r!   r*   re   rW   r_   rd   r+  rB  r#  r   rl  r   r   r  r   r   s       r.   test_getitem_temporalr    s    
 bhhywh?
@CVF	xxG$<<5==gllK&",,///<<DLLLL
 &",,///;;(--'''Xr0   c                   t        t        j                  dd g|             }t        |      }t        j                  j                  |       rit        j                  d| j                        j                  | j                        t        j                  g}t        |d   t        j                        svJ t        j                  d| j                  | j                        j                  | j                        t        j                  g}t        |d   t        j                        sJ |d   j                  |d   j                  k(  sJ ||k(  sJ y )Nr=   ri  rs  r   r  )r!   r*   re   rL  rW   r_   rd   r+  rB  r#  r  r   rl  r   r  s       r.   test_iter_temporalr  0  s   
 bhh4ywh?
@C#YF	xxG$LL.66w||DEE
 &)R\\222 LL'**=EEgllSEE
 &)R\\222!9>>Xa[-----Xr0   c                    t        j                  | d d g d      }|j                  d      j                         }t        j                  ddgdd	d
g      }t	        j
                  ||       y )Nr  )rK   rK   rL   r  r   )levelrA   r=   r   rK   rL   rm  )rd   r   groupbysizer   r   r4  s       r.   'test_groupby_series_size_returns_pa_intr  G  s\    
))D!HO
4C[[q[!&&(Fyy!Q'7SzJH68,r0   c                   t        t        j                  dd g|             }|j                  |      }t        j                  j                  |       r;t        j                  d| j                        j                  | j                        }nEt        j                  d| j                  | j                        j                  | j                        }|t        k(  s+t        j                  j                  |       rq| j                  e|t        k(  rt        j                  }nt        j                  }t!        j                  ||gt              }|d   j                  |j                  k(  s}J | j#                         j%                  d| j                        }|j                         }t!        j                  ||g      }t!        j&                  |d         d   | j                  k(  sJ t)        j*                  ||       y )Nr=   ri  rV   rs  r  r   nat)r!   r*   re   r   rW   r_   rd   r+  rB  r#  rl  r   r   r^   r  r  r   to_pandas_dtyperj   datetime_datar   r   )r   r6   r  r   r)  r  r   s          r.   test_to_numpy_temporalr  O  sh    bhh4ywh?
@C\\\&F	xxG$QW\\2::7<<HQW\\gjjAII',,W288009gjj>TF?BB88UBKv6ay~~+++$$&++E7<<@ 88UBK(q	*1-===1r0   c                   t        j                  ddg| | d      }|j                  d      j                         }t        j                  ddggt        j                  dgd      ddgd      }t        j                  ||       y )	Nr=   )rr   rs   rt   rr   r  rs   rt   r   )r@  rt  r6   )rd   rD  r  r   Indexr   rH  )rl   rI  r   r   s       r.   %test_groupby_count_return_arrow_dtyper  l  st    	QFLI	JBZZ_""$F||
Qhhs%c
	H &(+r0   c            	         t        j                  ddgddggt        t        j	                  t        j                         d                  } | j                  j                  }|t        k(  sJ y )Nr=   rA   r  r8   )	list_sizerV   )	rd   r   r   r*   rS  r  r6   rj   rL  )r   r   s     r.   test_fixed_size_listr  x  sU    
))
Q!Q
288BHHJ!8+L MC YY^^FT>>r0   c            	         t        j                  t        j                  dd      dgt        t	        d                  } t        |       }d}||k(  sJ y )N2012r  )rR  rG  r  r  z#     col
0  15340
1  15341
2  15342)rd   rD  period_ranger   r"   r}  )rI  r   r   s      r.   'test_arrowextensiondtype_dataframe_reprr    sP    	
*-.
B
 "XF 8HXr0   c                     t        j                  dd gd      } | j                  d d      }t        j                  dd gd      }t        j                  ||       y )NrA   r   rV   r  )re     )rd   r   powr   r   )kr   r   s      r.   test_pow_missing_operandr    sN    
		1d)#34AUU4AU&Fyy!T*:;H68,r0   c                N   t        j                  d dgt        |             }t        j                  t        j                  ddgd| j
                   d            }|j                  |      }t        j                  ddgt        |             }t        j                  ||       y )NrA   rV   r=   r  zm8[rr  )	rd   r   r   r   re   rB  r2  r   r   )r   ser1r  r   r   s        r.   test_duration_fillna_numpyr    s~     99dAYj&9:D99RXXq!fc',,q,ABCD[[Fyy!Qz'':;H68,r0   c                     t        j                  dgd      } t        j                  d gd      }t        j                  t        j
                  j                  d      5  | |k   d d d        y # 1 sw Y   y xY w)Nl            r	  rV   r   zInteger valuer   )rd   r   r'   r%   r*   r   r+   r  s     r.   +test_comparison_not_propagating_arrow_errorr    s\    
		7)#45A
		4& 01A	rvv**/	B 	A  s    A//A8c                    t         j                  t         j                  dg      j                         t         j                  dg      j                         g      } t	        j
                  t        |             }|j                         \  }}t        j                  ddgt        j                        }t	        j                  t        | j                                     }t        j                  ||       t        j                  ||       y )NrK   rL   r   r=   rV   )r*   rX  re   dictionary_encoderd   r   r!   	factorizer   intpr  r   r   r   assert_index_equal)r   r   res_indicesres_uniquesexp_indiciesexp_uniquess         r.   !test_factorize_chunked_dictionaryr    s    	3%	*	*	,bhhuo.O.O.QRH ))'1
2C"}}K88QF"''2L((.x/F/F/HIJK\:+{3r0   c                 V   t         j                  t        j                  g d            j                         t         j                  t        j                  g d            j                         g} t	        j
                  t        t         j                  |                   }|j                  d      }t	        j                  g dt        t         j                                     }t	        j
                  g dt	        j                  |            }t        j                  ||       y )N)rK   r   rp   rK   )rK   r  rp   category)rK   r   rp   r  rV   )rK   r   rp   rK   rK   r  rp   )
categories)r*   re   r   r  rd   r   r!   rX  r   r  r   r   CategoricalDtyper   r   )arrsr   r   r  r   s        r.   "test_dictionary_astype_categoricalr    s     	./0BBD
/*+==?D ))'(8(8(>?
@CZZ
#F.j6MNJyy+!!Z8H 68,r0   c                     t        j                  dgd      } t        j                  dgd      }t        j                  dgd      }| |z  }t        j                  ||       y )Nir   rV   r8   r>   r  )rK   rL   r   r   s       r.   test_arrow_floordivr    sT    
		2$./A
		1#-.Ayy"%56H!VF68,r0   c                     t        j                  dgd      } t        j                  dgd      }| dz  }t        j                  ||       y )Nl     ^ \K r   rV   l    \p/i@B r  )rK   r   r   s      r.    test_arrow_floordiv_large_valuesr    sC    
		&'/?@Ayy-0@AH)^F68,r0   r   r	  c                j    t        j                  dg|       }|dz  }t        j                  ||       y )N   rV   r=   r  )r6   rK   r   s      r.   )test_arrow_floordiv_large_integral_resultr    s1     			$%U3A!VF61%r0   c                    t        |       }t        j                  dg|      }|dz  }t        j                  dg|      }t        j                  ||       y )NirV      r?   )r   rd   r   r   r   )r   r6   rK   r   r   s        r.   "test_arrow_floordiv_larger_divisorr    sK     wE
		3%u%A"WFyy"U+H68,r0   c                   t        j                  | j                               j                  }t	        j
                  |gt        |             }t        j                  t        j                  j                  d      5  |dz   d d d        t        j                  t        j                  j                  d      5  |dz   d d d        y # 1 sw Y   GxY w# 1 sw Y   y xY w)NrV   zoverflow|not in ranger   r?   zdivide by zeror   )r   iinfor  r  rd   r   r   r'   r%   r*   r   r+   )r   	min_valuerK   s      r.   $test_arrow_floordiv_integral_invalidr    s     002377I
		9+Z%89A	rvv**2I	J 	R	rvv**2B	C 	Q   s   >C
;C
CCc                    t        j                  dg|       }|dz  }t        j                  t        d      g|       }t        j                  ||       y )NrA   rV   r   inf)rd   r   rP  r   r   )r6   rK   r   r   s       r.   &test_arrow_floordiv_floating_0_divisorr    sE     			1#U#A!VFyy%,u5H68,r0   )r   r  r2  c                    t        j                  dd gd      }|j                  |       }t        j                  dd g|       }t        j                  ||       y )Nr=   r   rV   rC  rx  s       r.   (test_astype_int_with_null_to_numpy_dtyper    sK     ))QI%5
6CZZFyy!T%0H68,r0   c                
   t        j                  | j                               j                  }t	        |       }t        j                  |g|      }t        j                  dg|      }||z  }t        j                  ||       y )NrV   r=   )	r   r  r  r  r   rd   r   r   r   )r   	max_valuer6   rK   rL   r   s         r.   )test_arrow_integral_floordiv_large_valuesr    sh     002377IwE
		9+U+A
		1#U#A!VF61%r0   c                    t        j                  dg|       }t        j                  dg|       }t        j                  dgd      }||z  }t        j                  ||       y )Nr   rV   r  r  r  r6   rK   rL   r   r   s        r.   &test_arrow_true_division_large_divisorr    sV     			1#U#A
		$%U3Ayy!$67HUF68,r0   c                    t        j                  dg|       }t        j                  dg|       }t        j                  dg|       }||z  }t        j                  ||       y )Nr   rV   r  r  r  s        r.   'test_arrow_floor_division_large_divisorr    sU     			1#U#A
		$%U3Ayy!E*H!VF68,r0   c            	         g d} t        j                  | d      }t        j                  t        t        j	                  t        j
                  |       d                  }t        j                  ||       y )N)2020-01-01 04:30:00z2020-01-02 00:00:00z2020-01-03 00:00:00timestamp[ns][pyarrow]rV   Tfrom_pandas)rd   r   r!   r*   re   r  r   r   )string_datesr   r   s      r.   $test_string_to_datetime_parsing_castr  %  sV    XLYY|+CDFyyBHHR^^L%AtHTUH 68,r0   z0pairwise_diff_checked not implemented in pyarrowc                H   | j                   j                  st        j                  |       }t	        j
                  d|j                    d      }t        j                  t        |      5  t        j                  |       j                          d d d        y y # 1 sw Y   y xY w)NzCannot interpolate with z dtyper   )
r6   r  rd   r   reescaper'   r%   r   interpolate)rg   r   r  s      r.   test_interpolate_not_numericr  /  s{     ::!!iioii2399+VDE]]9C0 	*IIdO'')	* 	* "	* 	*s   *$BB!c                     dg} t        j                  | d      }t        j                  t        t        j	                  t        dddd      gd	                  }t        j                  ||       y )
Nz11:41:43.076160ztime64[us][pyarrow]rV   r  )   +   i) Tr  )rd   r   r!   r*   re   r   r   r   )string_timesr   r   s      r.    test_string_to_time_parsing_castr  :  s^    %&LYY|+@AFyyBHHd2r2u&=%>DHQRH 68,r0   c                     t        j                  g dd      } | j                  d      }t        j                  ddt        j                  gd      }t        j                  ||       y )Nr   (   NrH  rV   r   r   r  )rd   r   r   r   r   r   r   rD  s      r.   test_to_numpy_floatr  D  sL    
))N*:
;CZZ	"Fyy"b"&&);H68,r0   c                     t        j                  dgd      } | j                  t        j                        }t        j
                  dg      }t        j                  ||       y )Nr  r  rV   l    P)#-/ )rd   r   r   r   r  re   r   r   rD  s      r.   test_to_numpy_timestamp_to_intr  L  sM    
))*+3K
LC\\\)Fxx,-.H1r0   c                     t        j                  g dd      } | j                  d d      }t        j                  ddt        j                  gd      }t        j                  ||       y )	Nr  r   rV   c                     y)N*   r   r   s    r.   r   z,test_map_numeric_na_action.<locals>.<lambda>V  s    r0   r   r   g      E@r   )rd   r   r   r   r   r   r   rD  s      r.   test_map_numeric_na_actionr   T  sP    
))N*:
;CWW\XW6Fyy$bff-Y?H68,r0   (  r  
__future__r   r   r   r   r   decimalr   ior	   r
   r  r5  r  numpyr   r'   pandas._libsr   pandas._libs.tslibsr   pandas.compatr   r   r   r   r   r   r   r   pandas.core.dtypes.dtypesr   r   pandasrd   pandas._testing_testingr   pandas.api.extensionsr   pandas.api.typesr   r   r   r   r   r   r   pandas.tests.extensionr   importorskipr*   pandas.core.arrays.arrow.arrayr!   (pandas.core.arrays.arrow.extension_typesr"   r/   fixtureALL_PYARROW_DTYPESrE  r6   rg   rl   rn   ru   ry   r|   r   ExtensionTestsr   r  r(   r  ALL_INT_PYARROW_DTYPESr  r  r  r  r  r  r  r  r  r  byteslarge_binarylarge_stringrS  r  rL  
large_listmap_r   structr  dictr  r   r'  r*  r,  r.  r0  r2  r<  r@  rE  rJ  rN  rQ  r   rV  rY  r\  ra  rg  rq  ru  ry  r}  r  r  r  r  r  r  r  r  r  compiler  r  r  r  r  r  r  r  r  r  r  r  r  skipifr  r  r   r)   r  r  r  r  r  r*  r2  r4  r=  rC  rH  rP  rT  rX  r^  ra  rf  ri  rl  rs  rz  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r	  r  r  r  rl  r  r  r  r!  r$  r,  r/  r5  r;  r=  rJ  rM  rO  rQ  rZ  r_  ra  rf  FLOAT_PYARROW_DTYPESrp  TIMEDELTA_PYARROW_DTYPESru  DATETIME_PYARROW_DTYPESrx  rz  r  r  r  r  r  r  r  r  r  r  r}  r   r  r  r  r  r  r  r  r  r  r  r  r  SIGNED_INT_PYARROW_DTYPESr  r  FLOAT_PYARROW_DTYPES_STR_REPRr  r  r  r  r  r  r  r  r  r  r   r   r0   r.   <module>r$     s   #     	    )	 	 	
   ,   (V# > D	" r,,#63 73 8' 8'v H H
 /0 1 7A 7At 
 
 
 
  r1T(( r1j^1 ^1B B$=$=>- ?-0C+57 I cC:%67F1 8F1R 1a&!$6#<=	}%  
-
-	-  	e	2		E"		C 	"((*	t$	rxxz	"D)	bhhj	)40	T2779%biik':;	<dC	rxxz288:	.0DE
99-
**13(; 2-,2&2 #.."&&)A6(JK2 L22
26..-Q-",  45- 6-& (7G*<vx>PQ--# 	udED$<0	tT55$-0	udED$<0	eT4$6	dD$6	-	-' 	tT#67	sE#89	S$ 45	T4!45	.@A	_d,>?	r4!56	R34	-- !;<- =- ZRZZ_}vuo|L"	" 	c2uvtn-	c1efd^,	#r4&$0--/&- 	udT4L)	tTE4=)	tTE4=)	udT4L)	eTD$<0	dD5$-0
-
- 	t67	d78	tT67	ud56	eT#<=	dD"=>	89	5$ :;	t89	4:; -! - #
AtaY
+dAq1d)RXXZ-PQ-	----- !O   ";< 9: >?. @ ; =.- 	
		
		
	-	- J  -	-- 	q$t%	q!dD\"	
Aq4,	tR&$(	-- 	
AsVTN#	q#t}%	q$t%--  ! !!" !"#%& !%.-/.- 	y!	)	Y	)	)	Y
-
--    
-
- 5 12- 3- 5 12- 3- Hh#78		LM- 9- 1a&)- *- GX#67	
D		
A4 84 %1- 2- 	
D		
A----,-. Hg#67- 8-%,P,D% D%=1	, 2	,- !896 :6 		
		a	A		a		1			!	q	A	1	dAq!"	aAq!"#,--,-6-&-&-& O]#CD- E--. $.- /- :;0 <0, Z*\9,EF--- #=>	9 ?	9 #=>	& ?	& !IJ#=>- ? K-2$ r2h/	# 0	#	5
- $.- /-  	(A2AFG	<2<<(GHI--!
- $.
- /
- #;=T"UV- W- 		A			--*-*2,> D%=1 2Q$- 8->"?@* A*0 (/ 
r()
sR__&'66, B$=$=@W@W$WX	- Y	- B$?$?@	- A	- B$>$>?- @-  r))B,G,GGG-; r))B,G,GG66 r))B,G,GG66  r))B,G,GG66 r))B,G,GG66 r))B,G,GG  r))B,G,GG(- r))B,G,GGT   4.12 222	,- B$?$?@- A-
4- -- #35F"GH& I& B$@$@A- B- B$@$@A B ""B"BC- D- "RS- T- B$=$=>& ?& #35F"GH- I- #35F"GH- I-- !S  **--2-r0   