o
    թZhE                     @   sp  d dl Zd dl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 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j*d)d*gd+d
d,fejd ej+gd-d
d.fe%d d	gd/fed d	gd0fe*ejd	d1gdd
d,fej*ejd2d3gd4d
eddd
d,fgd5d6 Z,d7d8 Z-ejd9ejd	d1gejd
ejd	d1gejd
feddgejddge.d
fej!j/j0d)d*gd:deej1d)d:dej1d*d:dgfejd ej+gd-d
ed ej+gfe%g deje2d d	e2d	d1ge.d
fed d	gejd d	gejd
fe*ejd)d*gd4d
ejd)d*gd4d
fe*ejd;d<gd4d
3d=4dee
d>dde
d?ddgfe*ejd d@gdAd
5dejd d@gdd
feedBd1dCdDee
dBdCde
dEdCdgfg
dFdG Z6ejdHdIdJgejd!ejg d"dd
ejg dKe.d
gdLdM Z7ejdHdIdJgdNdO Z8ejdPg dQdRd g dSfe
d)e
d)ej9gde
d)e:dTgdU fgdVdW Z;ejdXg dYg dZe<dd[d\ej+d]gfg dYg dZe<ej+d[d\ej+d]gfd[d\ej+d]gg d^e=d g d_fe
d)e
d)ej9gd e
d`fd e
dafd	e
d)fgde
d)e:dTgdU fgdbdc Z>ddde Z?ejdfg d"g dQdgeg d"ed	d1ej+gdgeg d"eg dQdggejdhe<ej+fe.dfgdidj Z@ejdkdeg dQiejd[gd\gej+gge<d
fg d"g d"dgejd	d	gd1d1gdUdUgge<d
fgdldm ZAdndo ZBG dpdq dqZCdS )r    N)DatetimeTZDtype)CategoricalIndexSeries	Timedelta	Timestamp
date_range)DatetimeArrayIntervalArrayNumpyExtensionArrayPeriodArraySparseArrayTimedeltaArray)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$ Zej	
ded%d& Zej	
dedefdefg d'd( Zej	j
dd)d d*d d+d d,d gg ddd-d. Zd/d0 Zd1d2 Zd3d4 Zd5d6 Zd7S )8TestToIterableZint8Zint16Zint32int64Zuint8Zuint16Zuint32Zuint64float16Zfloat32float64datetime64[ns]zdatetime64[ns, US/Eastern]ztimedelta64[ns]zdtype, rdtypemethodc                 C      |   S Ntolistx r   X/var/www/html/lang_env/lib/python3.10/site-packages/pandas/tests/base/test_conversion.py<lambda>2       zTestToIterable.<lambda>c                 C   r   r   to_listr   r   r   r   r   3   r   c                 C      t | S r   listr   r   r   r   r   4   r   c                 C      t |  S r   r#   __iter__r   r   r   r   r   5       )r   r    r#   iter)Zidsc                 C   s   |}|dkr-t |tjr-tjtdd |dg|d W d    d S 1 s&w   Y  d S |dg|d}||d }t||sAJ d S Nr   zfloat16 indexes are not match   dtyper   )
issubclasspdIndexpytestraisesNotImplementedError
isinstance)selfindex_or_seriesr   r.   rdtypetypsresultr   r   r   test_iterable.   s   
zTestToIterable.test_iterablezdtype, rdtype, objobjectar,   categoryc                 C   r   r   r   r   r   r   r   r   R   r   c                 C   r   r   r   r   r   r   r   r   S   r   c                 C   r!   r   r"   r   r   r   r   r   T   r   c                 C   r$   r   r%   r   r   r   r   r   U   r'   c           	      C   s0   |}||g|d}||d }t ||sJ d S )Nr-   r   )r5   )	r6   r7   r   r.   r8   objr9   r:   r;   r   r   r   !test_iterable_object_and_categoryF   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,   r-   )r   nextr(   itemsr5   )r6   r.   r8   r:   _r;   r   r   r   test_iterable_itemsd   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)   )
r/   r0   r1   r2   r3   r4   maptyper5   tuple)r6   r7   r.   r8   r9   r:   r;   r   r   r   test_iterable_mapp   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$   r   r%   r   r   r   r   r      r'   c                 C   s2   t tdtdg}||d }t|tsJ d S )Nz
1999-12-31z
2000-12-31r   )r   r   r5   )r6   r   ir;   r   r   r   test_categorial_datetimelike   s   z+TestToIterable.test_categorial_datetimelikec                 C   s   t dt dg}t|j|}|jd| dksJ t||D ]\}}t|t s+J |jd u s2J ||ks8J |j|ks?J q d S )N
2011-01-01
2011-01-02datetime64[]	r   r   dtas_unitr.   zipr5   tzunitr6   rU   valsserresexpr   r   r   test_iter_box_dt64   s   z!TestToIterable.test_iter_box_dt64c                 C   s   t dddt dddg}t|j|}|jd| dksJ t||D ] \}}t|t s/J |j|jks7J ||ks=J |j|ksDJ q$d S )NrL   
US/EasternrT   rM   rN   z, US/Eastern]rP   rV   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[rO   )r   r   rQ   rR   r.   rS   r5   rU   rV   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 )NrL   MfreqrM   z	Period[M]ZME)r0   Periodr   r.   rS   r5   rb   )r6   rW   r:   rY   rZ   r   r   r   test_iter_box_period   s   z#TestToIterable.test_iter_box_periodN)__name__
__module____qualname__intfloatr   r   dtypesr2   markparametrizer<   r=   rA   rE   rI   rK   r[   r^   r_   rd   r   r   r   r   r      s    
	






r   zarr, expected_type, dtyper,   r-   r   r>   br=   r?   Z2017Z2018
US/Centralr]   zdatetime64[ns, US/Central]i  i  Yra   zY-DEC)r   r,      intervalr   l    d(	 zm8[ns]c                 C   sZ   |r|dkrt }t| j}t| j}t||u sJ t|t|u s%J t|| d S )Nr=   )r   r   Z_valuesr0   r1   rG   tmZassert_equal)arrexpected_typer.   using_infer_stringZl_valuesZr_valuesr   r   r   test_values_consistent   s   
rv   rs   r,   rp      c                 C   s&   t | }|j}t| }t|| d S r   )r   arrayr
   rr   Zassert_extension_array_equal)rs   rX   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 )Nr-   r`   m)	r   ry   npr.   kindr5   r   r   r
   )Zany_numpy_dtyperX   r;   r   r   r   test_numpy_array_all_dtypes   s   
r   z	arr, attr_codes20002001z	period[D]Z_ndarrayInt64_data_leftZ_sparse_valuesrp   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)ry   getattr)rs   attrr7   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Ar>   rm   z&MultiIndex has no single backing arrayr*   )r0   
MultiIndexZfrom_productr2   r3   
ValueErrorry   )idxmsgr   r   r   test_array_multiindex_raises  s
   "r   zarr, expectedDz2000-01-01T06:00:00z2000-01-02T06:00:00UTC
2000-01-01
2000-01-02l     qai8z
2016-01-01z
US/PacificperiodsrT   z
2016-01-02c                 C   sd   |}t d  || }W d    n1 sw   Y  | }t || t|}t || d S r   )rr   assert_produces_warningto_numpyassert_numpy_array_equalr}   asarray)rs   rz   Zindex_or_series_or_arrayr   r   thingr;   r   r   r   test_to_numpy$  s   6

r   	as_seriesTF)r>   rm   cc                 C   s   t j| dd}|rt|jdd}| }|r&| jtkr&t| |du s%J n
t| |du s0J |jdd}|rH| jtkrHt| |du sGJ n
t| |du sRJ |jdd}t| |du sbJ d S )NFr   T)	r0   r1   r   valuesr   r.   r=   r}   Zshares_memory)rs   r   ru   r@   r;   r   r   r   test_to_numpy_copyf  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]   r-   r=   r   z2000-01-01T05z2001-01-01T05)
r0   DatetimeIndexr   r   r}   ry   r   r=   rr   r   )r   rU   rT   r@   r;   rz   r   r   r   test_to_numpy_dtype  s   r   z!values, dtype, na_value, expected)r,   rp   Nr   )      ?       @        z2000-01-01T00:00:00.000000000rx   c                 C   s0   | |}|j ||d}t|}t|| d S Nr.   na_value)r   r}   ry   rr   r   )r7   r   r.   r   rz   r@   r;   r   r   r   "test_to_numpy_na_value_numpy_dtype  s   
r   z+data, multiindex, dtype, na_value, expected)r,   rp   N   ))r   r>   )r   rm   )r,   rm   )r,   r   r   r   g      @))r>   r   )r>   r,   )r>   rp   )rm   r   )r,   rp   r   r   Z2021Z2022c                 C   s@   t j|}t| |d}|j||d}t|}t|| d S )N)indexr   )	r0   r   from_tuplesr   r   r}   ry   rr   r   )dataZ
multiindexr.   r   rz   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 )Nrw   z5to_numpy\(\) got an unexpected keyword argument 'foo'r*   T)Zfoor   r-   )r   r2   r3   	TypeErrorr   )r:   r   r   r   r   test_to_numpy_kwargs_raises  s   "r   r   )r>   rm   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,   rp   rx   r-   )r0   	DataFramer   r}   ry   rr   r   )r   r.   r   dfr;   rz   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   )r0   r   r   ri   r}   nanrr   r   )r   rz   r   r;   r   r   r   $test_to_numpy_dataframe_single_block  s   
r   c                  C   sL   t tddtjg} t tddtjg}| jdd t| | d S )Nr   r   r   )r   )r0   r   r}   ry   r   r   rr   Zassert_frame_equal)r;   rz   r   r   r   .test_to_numpy_dataframe_single_block_no_mutate	  s   r   c                   @   s6   e Zd Zejdddgdd Zdd Zdd	 ZdS )
TestAsArrayrT   Nrn   c                 C   sx   t tdd|d}td  tj|td}W d    n1 s w   Y  ttd|dtd|dg}t	|| d S )Nr   rp   r   r-   r   r]   r   )
r   r   rr   r   r}   r   r=   ry   r   r   )r6   rT   rX   r;   rz   r   r   r   test_asarray_object_dt64  s   z$TestAsArray.test_asarray_object_dt64c                 C   s<   t tddd}tjddgdd}t|}t|| d S )Nr   rp   )r   r   r   r   r-   r   r   r}   ry   r   rr   r   )r6   rX   rz   r;   r   r   r   test_asarray_tz_naive  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 )
Nrn   r   rp   r   z2000-01-01T06z2000-01-02T06r   r-   r   r   )r6   rT   rX   rz   r;   r   r   r   test_asarray_tz_aware'  s   z!TestAsArray.test_asarray_tz_aware)	re   rf   rg   r2   rk   rl   r   r   r   r   r   r   r   r     s
    
r   )Dnumpyr}   r2   Zpandas.core.dtypes.dtypesr   Zpandasr0   r   r   r   r   r   Zpandas._testingZ_testingrr   Zpandas.core.arraysr   r	   r
   r   r   r   Zpandas.core.arrays.string_arrowr   r   rk   rl   ry   r   ZndarrayZCategoricalr   ZPeriodIndexcorerj   ZPeriodDtypeZIntervalIndexZfrom_breaksZTimedeltaIndexrv   r{   r   Z_from_sequencer   r   r   r=   ZarraysZperiod_arrayrc   ZIntervalZtz_localizeZ
tz_convertviewr   r   r   ZNaTZ
datetime64r   ri   rh   r   r   r   r   r   r   r   r   r   r   <module>   sV     %



& " 




5$

	 
!
 
