o
    EhfJ                     @   s  d dl Zd dlZd dlmZ d dlmZ d dlmZ d dl	Z
d dl	mZmZmZmZmZ d dlmZ d dlmZmZmZmZmZmZ d dlmZ d dlmZ G d	d
 d
Zej dej!d dgej"dej#dfe!ddgej#dfe
$ddge
j$dfe
j%ddgddedfe
j&ddgddee
j'j(j()dfe
j*+g dedfe
%ddgedfe
,d ged!fgd"d# Z-ej d$e!g d%gd&d' Z.d(d) Z/ej d*e
$ddgd+fej0d,d-gd.dd/fe
j!d ej1gd0dd1fe+d dgd2fed dgd3fe0ej!dd4gddd/fej0ej!d5d6gd7dedddd/fgd8d9 Z2d:d; Z3ej d<ej!dd4gej"dej!dd4gej"dd=fe
$ddgej!ddge4dd>fe
j'j5j6d,d-gd?de!e
j7d,d?de
j7d-d?dgd>fe
j!d ej1gd0de!d ej1gd>fe+g dej!e
8d de
8dd4ge4dd>fed dgej!d dgej"dd>fe0ej!d,d-gd7dej!d,d-gd7dd=fe0ej!d@dAgd7d9dB:de!edCddedDddgd>fe0ej!d dEgdFd;d!ej!d dEgd!dd=fe
$edGd4dHdIe!edGdHdedJdHdgd>fg
dKdL Z<ej dMd=d>gej d$ej!g d%ddej!g dNe4dgdOdP Z=ej dMd=d>gdQdR Z>ej dSg dTdUd g dVfed,ed,e
j?gded,e@dWgdX fgdYdZ ZAej d[g d\g d]eBdd^d_ej1d`gfg d\g d]eBej1d^d_ej1d`gfd^d_ej1d`gg daeCd g dbfed,ed,e
j?gd edcfd eddfded,fgded,e@dWgdX fgdedf ZDdgdh ZEej dig d%g dTdje!g d%e!dd4ej1gdje
!g d%e
!g dTdjgej dkeBej1fe4dfgdldm ZFej dnde
!g dTiej!d^gd_gej1ggeBdfg d%g d%djej!ddgd4d4gdXdXggeBdfgdodp ZGdqdr ZHG dsdt dtZIdS )u    N)HAS_PYARROW)np_version_gt2)DatetimeTZDtype)CategoricalIndexSeries	Timedelta	Timestamp
date_range)DatetimeArrayIntervalArrayNumpyExtensionArrayPeriodArraySparseArrayTimedeltaArray)StringArrayNumpySemantics)ArrowStringArrayNumpySemanticsc                   @   s  e Zd Zdefdefdefdefdefdefdefdefd	efd
efdefdefdefdefgZej	
deej	j
ddd dd dd dd gg dddd Zej	
ddedfdedfdedfdedfgej	j
ddd d d d!d d"d gg ddd#d$ Zej	
ded%d& Zej	
dedefdefg d'd( Zej	j
dd)d d*d d+d d,d gg ddd-d. Zd/d0 Zd1d2 Zd3d4 Zd5d6 Zd7S )8TestToIterableZint8Zint16Zint32int64Zuint8Zuint16Zuint32Zuint64float16Zfloat32float64datetime64[ns]zdatetime64[ns, US/Eastern]ztimedelta64[ns]zdtype, rdtypemethodc                 C      |   S Ntolistx r   Alib/python3.10/site-packages/pandas/tests/base/test_conversion.py<lambda>6       zTestToIterable.<lambda>c                 C   r   r   to_listr   r   r   r   r    7   r!   c                 C      t | S r   listr   r   r   r   r    8   r!   c                 C      t |  S r   r&   __iter__r   r   r   r   r    9       )r   r#   r&   iter)Zidsc                 C   s   |}|dkr-t |tjr-tjtdd |dg|d W d    d S 1 s&w   Y  d S |dg|d}||d }t||sAJ d S Nr   zfloat16 indexes are not match   dtyper   )
issubclasspdIndexpytestraisesNotImplementedError
isinstance)selfindex_or_seriesr   r1   rdtypetypsresultr   r   r   test_iterable2   s   
zTestToIterable.test_iterablezdtype, rdtype, objobjectar/   categoryc                 C   r   r   r   r   r   r   r   r    V   r!   c                 C   r   r   r"   r   r   r   r   r    W   r!   c                 C   r$   r   r%   r   r   r   r   r    X   r!   c                 C   r'   r   r(   r   r   r   r   r    Y   r*   c           	      C   s0   |}||g|d}||d }t ||sJ d S )Nr0   r   )r8   )	r9   r:   r   r1   r;   objr<   r=   r>   r   r   r   !test_iterable_object_and_categoryJ   s   z0TestToIterable.test_iterable_object_and_categoryc                 C   sV   t dg|d}tt| \}}t||sJ tt| \}}t||s)J d S )Nr/   r0   )r   nextr+   itemsr8   )r9   r1   r;   r=   _r>   r   r   r   test_iterable_itemsh   s
   z"TestToIterable.test_iterable_itemsc                 C   s   |}|dkr-t |tjr-tjtdd |dg|d W d    d S 1 s&w   Y  d S |dg|d}|td }t|t	sC|f}||v sIJ d S r,   )
r2   r3   r4   r5   r6   r7   maptyper8   tuple)r9   r:   r1   r;   r<   r=   r>   r   r   r   test_iterable_mapt   s   

z TestToIterable.test_iterable_mapc                 C   r   r   r   r   r   r   r   r       r!   c                 C   r   r   r"   r   r   r   r   r       r!   c                 C   r$   r   r%   r   r   r   r   r       r!   c                 C   r'   r   r(   r   r   r   r   r       r*   c                 C   s2   t tdtdg}||d }t|tsJ d S )Nz
1999-12-31z
2000-12-31r   )r   r   r8   )r9   r   ir>   r   r   r   test_categorial_datetimelike   s   z+TestToIterable.test_categorial_datetimelikec                 C   s   t dt dg}t|j|}|jd| dksJ t||D ]\}}t|t s+J |jd u s2J ||ks8J |j|ks?J q d S )N
2011-01-01
2011-01-02datetime64[]	r   r   dtas_unitr1   zipr8   tzunitr9   rX   valsserresexpr   r   r   test_iter_box_dt64   s   z!TestToIterable.test_iter_box_dt64c                 C   s   t dddt dddg}t|j|}|jd| dksJ t||D ] \}}t|t s/J |j|jks7J ||ks=J |j|ksDJ q$d S )NrO   
US/EasternrW   rP   rQ   z, US/Eastern]rS   rY   r   r   r   test_iter_box_dt64tz   s   

z#TestToIterable.test_iter_box_dt64tzc                 C   sv   t dt dg}t|j|}|jd| dksJ t||D ]\}}t|t s+J ||ks1J |j|ks8J q d S )Nz1 daysz2 daysztimedelta64[rR   )r   r   rT   rU   r1   rV   r8   rX   rY   r   r   r   test_iter_box_timedelta64   s   z(TestToIterable.test_iter_box_timedelta64c                 C   st   t jdddt jdddg}t|}|jdksJ t||D ]\}}t|t js*J |jdks1J ||ks7J qd S )NrO   MfreqrP   z	Period[M]ZME)r3   Periodr   r1   rV   r8   re   )r9   rZ   r=   r\   r]   r   r   r   test_iter_box_period   s   z#TestToIterable.test_iter_box_periodN)__name__
__module____qualname__intfloatr   r   dtypesr5   markparametrizer?   r@   rD   rH   rL   rN   r^   ra   rb   rg   r   r   r   r   r      s    
	






r   zarr, expected_type, dtyper/   r0   r   rA   br@   rB   Z2017Z2018
US/Centralr`   zdatetime64[ns, US/Central]i  i  Yrd   zY-DEC)r   r/      intervalr   l    d(	 zm8[ns]c                 C   sb   |r|dkrt r
tnt}t| j}t| j}t||u sJ t|t|u s)J t	|| d S )Nr@   )
r   r   r   r   Z_valuesr3   r4   rJ   tmZassert_equal)arrZexpected_typer1   using_infer_stringZl_valuesZr_valuesr   r   r   test_values_consistent   s   

rx   rv   r/   rs      c                 C   s&   t | }|j}t| }t|| d S r   )r   arrayr   ru   Zassert_extension_array_equal)rv   r[   r>   expectedr   r   r   test_numpy_array   s   r}   c                 C   sf   t | d}|j}t| jdkrt|tsJ d S t| jdkr*t|ts(J d S t|ts1J d S )Nr0   rc   m)	r   r{   npr1   kindr8   r
   r   r   )Zany_numpy_dtyper[   r>   r   r   r   test_numpy_array_all_dtypes   s   
r   z	arr, attrZ_codes20002001z	period[D]Z_ndarrayInt64_dataZ_leftZ_sparse_valuesrs   z2000-01-01T12:00:00z2000-01-02T12:00:00M8[ns]c                 C   s:   |}|| ddj }|rt| |} t||}|| u sJ d S )NFcopy)r{   getattr)rv   attrr:   Zrequestboxr>   r   r   r   
test_array   s   

r   c                  C   sT   t jdgddgg} d}tjt|d | j W d    d S 1 s#w   Y  d S )NArA   rp   z&MultiIndex has no single backing arrayr-   )r3   
MultiIndexZfrom_productr5   r6   
ValueErrorr{   )idxmsgr   r   r   test_array_multiindex_raises#  s
   "r   zarr, expected, zero_copyTFDz2000-01-01T06:00:00z2000-01-02T06:00:00ZUTC
2000-01-01
2000-01-02l     qaZi8z
2016-01-01z
US/PacificperiodsrW   z
2016-01-02c                 C   s  |}t d  || }W d    n1 sw   Y  | }t || t|}t || tj|dd}tj|dd}t||rFJ tsJd S |sod}	t jt	|	d tj|dd W d    d S 1 shw   Y  d S tj|dd}
tj|dd}t|
|sJ d S )NTr   zGStarting with NumPy 2.0, the behavior of the 'copy' keyword has changedr-   F)
ru   assert_produces_warningto_numpyassert_numpy_array_equalr   asarrayr{   Zmay_share_memoryr   FutureWarning)rv   r|   Z	zero_copyZindex_or_series_or_arrayr   thingr>   Z
result_cp1Z
result_cp2r   Zresult_nocopy1Zresult_nocopy2r   r   r   test_to_numpy*  s*   <

"r   	as_series)rA   rp   cc                 C   s   t j| dd}|rt|jdd}| }|r,| jtkr,|jjdkr,t	| |du s+J n
t	| |du s6J |jdd}|rT| jtkrT|jjdkrTt	| |du sSJ n
t	| |du s^J |jdd}t	| |du snJ d S )NFr   ZpyarrowT)
r3   r4   r   valuesr   r1   r@   Zstorager   Zshares_memory)rv   r   rw   rC   r>   r   r   r   test_to_numpy_copy  s   r   c                 C   s   d}t jddg|d}| rt|}| }tjtd|dtd|dgtd}t	|| |jdd}t	|| |jdd}tjdd	gdd}t	|| d S )
Nr_   r   r   r`   r0   r@   r   z2000-01-01T05z2001-01-01T05)
r3   DatetimeIndexr   r   r   r{   r   r@   ru   r   )r   rX   rW   rC   r>   r|   r   r   r   test_to_numpy_dtype  s   r   z!values, dtype, na_value, expected)r/   rs   Nr   )      ?       @        z2000-01-01T00:00:00.000000000rz   c                 C   s0   | |}|j ||d}t|}t|| d S Nr1   na_value)r   r   r{   ru   r   )r:   r   r1   r   r|   rC   r>   r   r   r   "test_to_numpy_na_value_numpy_dtype  s   
r   z+data, multiindex, dtype, na_value, expected)r/   rs   N   ))r   rA   )r   rp   )r/   rp   )r/   r   r   r   g      @))rA   r   )rA   r/   )rA   rs   )rp   r   )r/   rs   r   r   Z2021Z2022c                 C   s@   t j|}t| |d}|j||d}t|}t|| d S )N)indexr   )	r3   r   Zfrom_tuplesr   r   r   r{   ru   r   )dataZ
multiindexr1   r   r|   r   Zseriesr>   r   r   r   (test_to_numpy_multiindex_series_na_value  s
   $
r   c                  C   s   t g d} d}tjt|d | jdd W d    n1 s w   Y  t g ddd} tjt|d | jdd W d    d S 1 sFw   Y  d S )Nry   z5to_numpy\(\) got an unexpected keyword argument 'foo'r-   T)Zfoor   r0   )r   r5   r6   	TypeErrorr   )r=   r   r   r   r   test_to_numpy_kwargs_raises  s   "r   r   )rA   rp   zdtype, na_valuec                 C   sH   t | }|j||d}tjddgddgd|gg|d}t|| d S )Nr   r/   rs   rz   r0   )r3   	DataFramer   r   r{   ru   r   )r   r1   r   dfr>   r|   r   r   r    test_to_numpy_dataframe_na_value  s   
 r   zdata, expectedc                 C   s*   t | }|jttjd}t|| d S r   )r3   r   r   rl   r   nanru   r   )r   r|   r   r>   r   r   r   $test_to_numpy_dataframe_single_block  s   
r   c                  C   sL   t tddtjg} t tddtjg}| jdd t| | d S )Nr   r   r   )r   )r3   r   r   r{   r   r   ru   Zassert_frame_equal)r>   r|   r   r   r   .test_to_numpy_dataframe_single_block_no_mutate+  s   r   c                   @   s6   e Zd Zejdddgdd Zdd Zdd	 ZdS )
TestAsArrayrW   Nrq   c                 C   sx   t tdd|d}td  tj|td}W d    n1 s w   Y  ttd|dtd|dg}t	|| d S )Nr   rs   r   r0   r   r`   r   )
r   r	   ru   r   r   r   r@   r{   r   r   )r9   rW   r[   r>   r|   r   r   r   test_asarray_object_dt644  s   z$TestAsArray.test_asarray_object_dt64c                 C   s<   t tddd}tjddgdd}t|}t|| d S )Nr   rs   )r   r   r   r   r0   r   r	   r   r{   r   ru   r   )r9   r[   r|   r>   r   r   r   test_asarray_tz_naiveA  s   
z!TestAsArray.test_asarray_tz_naivec                 C   s`   d}t tdd|d}tjddgdd}tj|d	d}t|| tj|dd}t|| d S )
Nrq   r   rs   r   z2000-01-01T06z2000-01-02T06r   r0   r   r   )r9   rW   r[   r|   r>   r   r   r   test_asarray_tz_awareI  s   z!TestAsArray.test_asarray_tz_aware)	rh   ri   rj   r5   rn   ro   r   r   r   r   r   r   r   r   3  s
    
r   )JZnumpyr   r5   Zpandas.compatr   Zpandas.compat.numpyr   Zpandas.core.dtypes.dtypesr   Zpandasr3   r   r   r   r   r	   Zpandas._testingZ_testingru   Zpandas.core.arraysr
   r   r   r   r   r   Zpandas.core.arrays.string_r   Zpandas.core.arrays.string_arrowr   r   rn   ro   r{   r   ZndarrayZCategoricalr   ZPeriodIndexcorerm   ZPeriodDtypeZIntervalIndexZfrom_breaksZTimedeltaIndexrx   r}   r   Z_from_sequencer   r   r   r@   ZarraysZperiod_arrayrf   ZIntervalZtz_localizeZ
tz_convertviewr   r   r   ZNaTZ
datetime64r   rl   rk   r   r   r   r   r   r   r   r   r   r   <module>   sh     %



(  $  

	


;#$

	 
!
 
