o
    d}B                     @   sn  d dl Zd dlZd dlmZ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 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"j+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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e0d
fe	j"j+j,d)d*gd+dee	j1d)d+de	j1d*d+dgfe	jd ej-gd-d
ejd e	j2ge0d
fe&g deje	3d d	e	3d	d1ge0d
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
eddd
eed<dded=ddgfeejd d>gd?d
d@dejd d>gdd
fe	edAd1dBdCeedAdBdedDdBdgfg
dEdF Z4ejdGdHdIgejd!ejg d"dd
ejg dJe0d
gdKdL Z5ejdGdHdIgdMdN Z6ejdOg dPdQd g dRfed)ed)e	j7gded)e8dSgdT fgdUdV Z9ejdWg dXg dYe:ddZd[ej-d\gfg dXg dYe:ej-dZd[ej-d\gfdZd[ej-d\gg d]e;d g d^fed)ed)e	j7gd ed_fd ed`fd	ed)fgded)e8dSgdT fgdadb Z<dcdd Z=ejdeg d"g dPdfeg d"ed	d1ej-gdfe	g d"e	g dPdfgejdge:ej-fe0dfgdhdi Z>ejdjde	g dPiejdZgd[gej-gge:d
fg d"g d"dfejd	d	gd1d1gdTdTgge:d
fgdkdl Z?dmdn Z@G dodp dpZAdS )q    N)is_datetime64_dtypeis_timedelta64_dtype)DatetimeTZDtype)CategoricalIndexSeries	Timedelta	Timestamp
date_range)DatetimeArrayIntervalArrayPandasArrayPeriodArraySparseArrayTimedeltaArrayc                   @   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$ Zej	
ded%d& Zej	
dedefdefg d'd( Zej	j
dd)d d*d d+d d,d gg ddd-d. Zd/d0 Zd1S )2TestToIterableZint8Zint16Zint32int64Zuint8Zuint16Zuint32Zuint64float16Zfloat32float64datetime64[ns]datetime64[ns, US/Eastern]timedelta64[ns]zdtype, rdtypemethodc                 C      |   S Ntolistx r   U/app/.heroku/python/lib/python3.10/site-packages/pandas/tests/base/test_conversion.py<lambda>5       zTestToIterable.<lambda>c                 C   r   r   to_listr   r   r   r   r    6   r!   c                 C      t | S r   listr   r   r   r   r    7   r!   c                 C      t |  S r   r&   __iter__r   r   r   r   r    8       )r   r#   r&   iter)Zidsc                 C   s   |}|dkr-t |tjr-tjtdd |dg|d W d    d S 1 s&w   Y  d S |dg|d}||d }t||sAJ d S Nr   zfloat16 indexes are not match   dtyper   )
issubclasspdIndexpytestraisesNotImplementedError
isinstance)selfindex_or_seriesr   r1   rdtypetypsresultr   r   r   test_iterable1   s   
zTestToIterable.test_iterablezdtype, rdtype, objobjectar/   categoryc                 C   r   r   r   r   r   r   r   r    U   r!   c                 C   r   r   r"   r   r   r   r   r    V   r!   c                 C   r$   r   r%   r   r   r   r   r    W   r!   c                 C   r'   r   r(   r   r   r   r   r    X   r*   c           	      C   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_categoryI   s   z0TestToIterable.test_iterable_object_and_categoryc                 C   sV   t dg|d}t| d \}}t||sJ t| d \}}t||s)J d S )Nr/   r0   r   )r   r&   itemsr8   )r9   r1   r;   r=   _r>   r   r   r   test_iterable_itemsg   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_maps   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dksJ t||D ]\}}t|t s#J |jd u s*J ||ks0J qt dddt dddg}t|}|jdksHJ t||D ]\}}t|t sXJ |j|jks`J ||ksfJ qMtdtdg}t|}|jd	kszJ t||D ]\}}t|tsJ ||ksJ qtjdd
dtjdd
dg}t|}|jdksJ t||D ]\}}t|tjsJ |j	d
ksJ ||ksJ qd S )Nz
2011-01-01z
2011-01-02r   
US/Easterntzr   z1 daysz2 daysr   Mfreqz	Period[M])
r   r   r1   zipr8   rP   r   r3   PeriodrS   )r9   valsr=   resexpr   r   r   test_iter_box   s<   

zTestToIterable.test_iter_boxN)__name__
__module____qualname__intfloatr   r   dtypesr5   markparametrizer?   r@   rD   rG   rK   rM   rY   r   r   r   r   r      s|    
	




r   zarr, expected_type, dtyper/   r0   r   rA   br@   rB   Z2017Z2018
US/CentralrO   zdatetime64[ns, US/Central]i  i  ArR   zA-DEC)r   r/      intervalr   l    d(	 zm8[ns]c                 C   sJ   t | j}t| j}t||u sJ t|t|u sJ t|| d S r   )r   Z_valuesr3   r4   rI   tmZassert_equal)arrexpected_typer1   Zl_valuesZr_valuesr   r   r   test_values_consistent   s
   
rj   rh   r/   re      c                 C   s&   t | }|j}t| }t|| d S r   )r   arrayr   rg   Zassert_extension_array_equal)rh   serr>   expectedr   r   r   test_numpy_array   s   rp   c                 C   sV   t | d}|j}t| rt|tsJ d S t| r"t|ts J d S t|ts)J d S )Nr0   )r   rm   r   r8   r
   r   r   r   )Zany_numpy_dtypern   r>   r   r   r   test_numpy_array_all_dtypes   s   
rq   z	arr, attr_codes20002001DZ_ndarrayInt64_data_leftZ_sparse_valuesre   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)rm   getattr)rh   attrr:   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 )Nrd   rA   rb   z&MultiIndex has no single backing arrayr-   )r3   
MultiIndexZfrom_productr5   r6   
ValueErrorrm   )idxmsgr   r   r   test_array_multiindex_raises  s
   "r   zarr, expectedz2000-01-01T06:00:00z2000-01-02T06:00:00
2000-01-01
2000-01-02l     qai8Hz
2016-01-01z
US/PacificperiodsrP   z
2016-01-02c                 C   s   |}t d  || }W d    n1 sw   Y  | jjdkr3|tju r3tjjdd}|j	
| | }t || t|}t || d S )Nr   z,thing is Int64 and to_numpy() returns object)reason)rg   assert_produces_warningr1   namer3   rm   r5   r`   ZxfailnodeZ
add_markerto_numpyassert_numpy_array_equalnpasarray)rh   ro   Zindex_or_series_or_arrayr~   r   thingr`   r>   r   r   r   test_to_numpy  s   5

r   	as_seriesTF)rA   rb   cc                 C   s   t j| dd}|rt|jdd}| }t| |du sJ |jdd}t| |du s.J |jdd}t| |du s>J d S )NFrz   T)r3   r4   r   valuesr   r   Zshares_memory)rh   r   rC   r>   r   r   r   test_to_numpy_copya  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 )
NrN   rs   rt   rO   r0   r@   ry   z2000-01-01T05z2001-01-01T05)
r3   DatetimeIndexr   r   r   rm   r   r@   rg   r   )r   rP   rC   r>   ro   r   r   r   test_to_numpy_dtypev  s   r   z!values, dtype, na_value, expected)r/   re   Nr   )      ?       @        z2000-01-01T00:00:00.000000000rl   c                 C   s0   | |}|j ||d}t|}t|| d S Nr1   na_value)r   r   rm   rg   r   )r:   r   r1   r   ro   rC   r>   r   r   r   "test_to_numpy_na_value_numpy_dtype  s   
r   z+data, multiindex, dtype, na_value, expected)r/   re   N   ))r   rA   )r   rb   )r/   rb   )r/   r   r   r   g      @))rA   r   )rA   r/   )rA   re   )rb   r   )r/   re   r   r   Z2021Z2022c                 C   s@   t j|}t| |d}|j||d}t|}t|| d S )N)indexr   )	r3   r   from_tuplesr   r   r   rm   rg   r   )dataZ
multiindexr1   r   ro   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 )Nrk   z5to_numpy\(\) got an unexpected keyword argument 'foo'r-   T)Zfoorv   r0   )r   r5   r6   	TypeErrorr   )r=   r   r   r   r   test_to_numpy_kwargs_raises  s   "r   r   )rA   rb   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/   re   rl   r0   )r3   	DataFramer   r   rm   rg   r   )r   r1   r   dfr>   ro   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   r^   r   nanrg   r   )r   ro   r   r>   r   r   r   $test_to_numpy_dataframe_single_block  s   
r   c                  C   sL   t tddtjg} t tddtjg}| jdd t| | d S )Nr   r   r   )r   )r3   r   r   rm   r   r   rg   Zassert_frame_equal)r>   ro   r   r   r   .test_to_numpy_dataframe_single_block_no_mutate  s   r   c                   @   s6   e Zd Zejdddgdd Zdd Zdd	 ZdS )
TestAsArrayrP   Nrc   c                 C   sx   t tdd|d}td  tj|td}W d    n1 s w   Y  ttd|dtd|dg}t	|| d S )Nrs   re   r   r0   r   rO   r   )
r   r	   rg   r   r   r   r@   rm   r   r   )r9   rP   rn   r>   ro   r   r   r   test_asarray_object_dt64  s   z$TestAsArray.test_asarray_object_dt64c                 C   s<   t tddd}tjddgdd}t|}t|| d S )Nrs   re   )r   r   r   ry   r0   r   r	   r   rm   r   rg   r   )r9   rn   ro   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 )
Nrc   rs   re   r   z2000-01-01T06z2000-01-02T06ry   r0   r   r   )r9   rP   rn   ro   r>   r   r   r   test_asarray_tz_aware  s   z!TestAsArray.test_asarray_tz_aware)	rZ   r[   r\   r5   r`   ra   r   r   r   r   r   r   r   r     s
    
r   )Bnumpyr   r5   Zpandas.core.dtypes.commonr   r   Zpandas.core.dtypes.dtypesr   Zpandasr3   r   r   r   r   r	   Zpandas._testingZ_testingrg   Zpandas.core.arraysr
   r   r   r   r   r   r   r`   ra   rm   r   ZndarrayZCategoricalr   ZPeriodIndexcorer_   ZPeriodDtypeZIntervalIndexZfrom_breaksZTimedeltaIndexrj   rp   rq   ZarraysZperiod_arrayr   r   r   r@   rU   ZNAZIntervalr   r   r   ZNaTZ
datetime64r   r^   r]   r   r   r   r   r   r   r   r   r   r   <module>   sP    
 

	

& & 




4$

	 
!
 
