U
    sVciB                     @   s  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#$dfe	j%&d d	dgedfe	 ddgedfe	'dgedfgdd  Z(ejd!ed	dd"ggd#d$ 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d/feejd	dgdd
d,feejd0d1gd2d
eddd
d,fgd3d4 Z.d5d6 Z/ejd7ejd	dgejd
ejd	dg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&d d	dgeje	3d d	e	3d	dge0d
fed d	gejd d	gejd
feejd)d*gd2d
ejd)d*gd2d
feejd8d9gd2d
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d?dd@dAeed?d@dedBd@dgfg
dCdD Z4ejdEdFdGgejd!ejd	dd"gdd
ejdddHge0d
gdIdJ Z5ejdEdFdGgdKdL Z6ejdMd	ddgdNd dOdPdQgfed)ed)e	j7gded)e8dRgd" fgdSdT Z9ejdUd	dddVgdWdXdYdZge:ddOdPej-d[gfd	dddVgdWdXdYdZge:ej-dOdPej-d[gfdOdPej-d[gd\d]d^d_ge;d d	dd dVgfed)ed)e	j7gd ed`fd edafd	ed)fgded)e8dRgd" fgdbdc Z<ddde Z=ejdfd	dd"gd	ddgdged	dd"ged	dej-gdge	d	dd"ge	d	ddgdggejdhe:ej-fe0dfgdidj Z>ejdkde	d	ddgiejdOgdPgej-gge:d
fd	dd"gd	dd"gdgejd	d	gddgd"d"gge:d
fgdldm Z?dndo Z@G dpdq dqZAdS )r    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ddddg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$d d%d gddddgdd&d' Zej	
ded(d) Zej	
dedefd!efg d*d+ Zej	j
dd,d d-d d.d d/d gddddgdd0d1 Zd2d3 Zd4S )5TestToIterableZint8Zint16Zint32int64Zuint8Zuint16Zuint32Zuint64Zfloat16Zfloat32float64datetime64[ns]datetime64[ns, US/Eastern]timedelta64[ns]zdtype, rdtypemethodc                 C   s   |   S Ntolistx r   E/tmp/pip-unpacked-wheel-xj8nt62q/pandas/tests/base/test_conversion.py<lambda>5       zTestToIterable.<lambda>c                 C   s   |   S r   to_listr   r   r   r   r   6   r   c                 C   s   t | S r   listr   r   r   r   r   7   r   c                 C   s   t |  S r   r#   __iter__r   r   r   r   r   8   r   r   r!   r#   iter)idsc                 C   s0   |}|dg|d}||d }t ||s,td S N   dtyper   
isinstanceAssertionError)selfindex_or_seriesr   r+   rdtypetypsresultr   r   r   test_iterable1   s    zTestToIterable.test_iterablezdtype, rdtype, objobjectar)   categoryc                 C   s   |   S r   r   r   r   r   r   r   Q   r   c                 C   s   |   S r   r    r   r   r   r   r   R   r   c                 C   s   t | S r   r"   r   r   r   r   r   S   r   c                 C   s   t |  S r   r$   r   r   r   r   r   T   r   c           	      C   s0   |}||g|d}||d }t ||s,td S )Nr*   r   r,   )	r/   r0   r   r+   r1   objr2   r3   r4   r   r   r   !test_iterable_object_and_categoryE   s    z0TestToIterable.test_iterable_object_and_categoryc                 C   sV   t dg|d}t| d \}}t||s0tt| d \}}t||sRtd S r(   )r   r#   itemsr-   r.   )r/   r+   r1   r3   _r4   r   r   r   test_iterable_itemsc   s
    z"TestToIterable.test_iterable_itemsc                 C   s@   |}|dg|d}| td }t|ts0|f}||ks<td S r(   )maptyper-   tupler.   )r/   r0   r+   r1   r2   r3   r4   r   r   r   test_iterable_mapo   s    
z TestToIterable.test_iterable_mapc                 C   s   |   S r   r   r   r   r   r   r      r   c                 C   s   |   S r   r    r   r   r   r   r      r   c                 C   s   t | S r   r"   r   r   r   r   r      r   c                 C   s   t |  S r   r$   r   r   r   r   r      r   c                 C   s2   t tdtdg}||d }t|ts.td S )Nz
1999-12-31z
2000-12-31r   )r   r   r-   r.   )r/   r   ir4   r   r   r   test_categorial_datetimelike|   s    z+TestToIterable.test_categorial_datetimelikec                 C   s  t dt dg}t|}|jdks&tt||D ]0\}}t|t sFt|jd ksTt||ks0tq0t dddt dddg}t|}|jdkstt||D ]2\}}t|t st|j|jkst||kstqtdtdg}t|}|jd	kstt||D ]$\}}t|tst||kstqtj	dd
dtj	dd
dg}t|}|jdksXtt||D ]:\}}t|tj	s|t|j
d
kst||ksbtqbd S )Nz
2011-01-01z
2011-01-02r   
US/Easterntzr   z1 daysz2 daysr   Mfreqz	Period[M])r   r   r+   r.   zipr-   rF   r   pdPeriodrI   )r/   valsr3   resexpr   r   r   test_iter_box   s:    

zTestToIterable.test_iter_boxN)__name__
__module____qualname__intfloatr   r   dtypespytestmarkparametrizer5   r6   r:   r=   rA   rC   rP   r   r   r   r   r      s|   

		


 




r   zarr, expected_type, dtyper)   r*   r   r7   br6   r8   Z2017Z2018
US/CentralrE   zdatetime64[ns, US/Central]i  i  ArH   zA-DEC   intervalr   l    d(	 zm8[ns]c                 C   sJ   t | j}t| j}t||ks&tt|t|ks:tt|| d S r   )r   Z_valuesrK   Indexr?   r.   tmZassert_equal)arrZexpected_typer+   Zl_valuesZr_valuesr   r   r   test_values_consistent   s
    
rb   ra      c                 C   s&   t | }|j}t| }t|| d S r   )r   arrayr   r`   Zassert_extension_array_equal)ra   serr4   expectedr   r   r   test_numpy_array   s    rg   c                 C   sR   t | d}|j}t| r(t|tsNtn&t| r@t|tsNtnt|tsNtd S )Nr*   )	r   rd   r   r-   r
   r.   r   r   r   )Zany_numpy_dtypere   r4   r   r   r   test_numpy_array_all_dtypes   s    
rh   z	arr, attr_codes20002001D_dataInt64_leftZ_sparse_valuesz2000-01-01T12:00:00z2000-01-02T12:00:00M8[ns]c              	   C   s   |}d }| j jdkr<|tjkr<tjjdd}|j| t	}t
| || ddj}W 5 Q R X |rxt| |} t||}|| kstd S )NzSparse[int64, 0]z#Index cannot yet store sparse dtypereasonFcopy)r+   namerK   r_   rW   rX   xfailnode
add_markerFutureWarningr`   assert_produces_warningrd   getattrr.   )ra   attrr0   requestboxwarnrX   r4   r   r   r   
test_array   s    

r   c               	   C   s>   t jdgddgg} d}tjt|d | j W 5 Q R X d S )Nr\   r7   rZ   z&MultiIndex has no single backing arraymatch)rK   
MultiIndexZfrom_productrW   raises
ValueErrorrd   )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periodsrF   z
2016-01-02c           	   	   C   s   |}d }|t jkr t| tr t}t| || }W 5 Q R X | jjdkrn|t j	krnt
jjdd}|j| | }t|| t|}t|| d S )Nr   z,thing is Int64 and to_numpy() returns objectrq   )rK   r_   r-   r   ry   r`   rz   r+   ru   rd   rW   rX   rv   rw   rx   to_numpyassert_numpy_array_equalnpasarray)	ra   rf   Zindex_or_series_or_arrayr}   r~   r   thingrX   r4   r   r   r   test_to_numpy  s    5
r   	as_seriesTFcc                 C   s   t j| dd}|r t|jdd}| }t| |dks<t|jdd}t| |dks\t|jdd}t| |dks|td S )NFrs   T)rK   r_   r   valuesr   r   Zshares_memoryr.   )ra   r   r9   r4   r   r   r   test_to_numpy_copyb  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 )
NrD   rj   rk   rE   r*   r6   rp   z2000-01-01T05z2001-01-01T05)
rK   DatetimeIndexr   r   r   rd   r   r6   r`   r   )r   rF   r9   r4   rf   r   r   r   test_to_numpy_dtypew  s     r   z!values, dtype, na_value, expectedr         ?       @        z2000-01-01T00:00:00.000000000c                 C   s0   | |}|j ||d}t|}t|| d S Nr+   na_value)r   r   rd   r`   r   )r0   r   r+   r   rf   r9   r4   r   r   r   "test_to_numpy_na_value_numpy_dtype  s    
r   z+data, multiindex, dtype, na_value, expected   )r   r7   )r   rZ   )r)   rZ   )r)   r   g      @)r7   r   )r7   r)   )r7   r]   )rZ   r   Z2021Z2022c                 C   s@   t j|}t| |d}|j||d}t|}t|| d S )N)indexr   )	rK   r   from_tuplesr   r   r   rd   r`   r   )dataZ
multiindexr+   r   rf   r   Zseriesr4   r   r   r   (test_to_numpy_multiindex_series_na_value  s
    $
r   c               	   C   st   t dddg} d}tjt|d | jdd W 5 Q R X t dddgdd	} tjt|d | jdd W 5 Q R X d S )
Nr)   r]   rc   z5to_numpy\(\) got an unexpected keyword argument 'foo'r   T)Zfoorn   r*   )r   rW   r   	TypeErrorr   )r3   r   r   r   r   test_to_numpy_kwargs_raises  s    r   r   )r7   rZ   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)   r]   rc   r*   )rK   	DataFramer   r   rd   r`   r   )r   r+   r   dfr4   rf   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   )rK   r   r   rU   r   nanr`   r   )r   rf   r   r4   r   r   r   $test_to_numpy_dataframe_single_block  s    
r   c                  C   sL   t tddtjg} t tddtjg}| jdd t| | d S )Nr   r   r   )r   )rK   r   r   rd   r   r   r`   Zassert_frame_equal)r4   rf   r   r   r   .test_to_numpy_dataframe_single_block_no_mutate  s    r   c                   @   s6   e Zd Zejdddgdd Zdd Zdd	 ZdS )
TestAsArrayrF   Nr[   c              	   C   sd   t tdd|d}td  tj|td}W 5 Q R X ttd|dtd|dg}t	|| d S )Nrj   r]   r   r*   r   rE   r   )
r   r	   r`   rz   r   r   r6   rd   r   r   )r/   rF   re   r4   rf   r   r   r   test_asarray_object_dt64  s    z$TestAsArray.test_asarray_object_dt64c                 C   s<   t tddd}tjddgdd}t|}t|| d S )Nrj   r]   )r   r   r   rp   r*   r   r	   r   rd   r   r`   r   )r/   re   rf   r4   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 )
Nr[   rj   r]   r   z2000-01-01T06z2000-01-02T06rp   r*   r   r   )r/   rF   re   rf   r4   r   r   r   test_asarray_tz_aware  s    z!TestAsArray.test_asarray_tz_aware)	rQ   rR   rS   rW   rX   rY   r   r   r   r   r   r   r   r     s   
r   )BZnumpyr   rW   Zpandas.core.dtypes.commonr   r   Zpandas.core.dtypes.dtypesr   ZpandasrK   r   r   r   r   r	   Zpandas._testingZ_testingr`   Zpandas.core.arraysr
   r   r   r   r   r   r   rX   rY   rd   r   ZndarrayZCategoricalr   ZPeriodIndexcorerV   ZPeriodDtypeZIntervalIndexZfrom_breaksZTimedeltaIndexrb   rg   rh   ZarraysZperiod_arrayr   r   r   r6   rL   ZNAZIntervalr   r   r   ZNaTZ
datetime64r   rU   rT   r   r   r   r   r   r   r   r   r   r   <module>   sT   
 

	
 
& &  



4
 &

	





 !

" 
