o
    d                    @   s  d dl Z d dlmZmZmZmZ d dlmZ d dlm	Z	mZm
Z
 d dlZd dlZd dlZd dlmZ d dlZd dlZd dlmZ d dlmZ d dlZd dlZd dlmZ d dlm  mZ d d	lmZ d d
l m!Z!m"Z"m#Z#m$Z$ d dl%Z&d dl%m'Z'm(Z(m)Z)m*Z*m+Z+m,Z,m-Z-m.Z.m/Z/m0Z0m1Z1m2Z2m3Z3m4Z4m5Z5 d dl6m7Z8 d dl9m:Z:m;Z;m<Z<m=Z=m>Z> g dZ?g dZ@G dd dZAG dd dZBG dd dZCG dd dZDdd ZEG dd dZFG dd dZGdS )    N)OrderedDictabcdefaultdict
namedtuple)make_dataclass)datedatetime	timedelta)Iterator)ma)mrecords)IntCastingNaNError)is_integer_dtype)DatetimeTZDtypeIntervalDtypePandasDtypePeriodDtype)CategoricalCategoricalIndex	DataFrameDatetimeIndexIndexInterval
MultiIndexPeriod
RangeIndexSeries	Timedelta	Timestampcut
date_rangeisna)DatetimeArrayIntervalArrayPeriodArraySparseArrayTimedeltaArray)float16float32float64)uint8uint16uint32uint64int8int16int32int64c                   @   s:  e Zd Zdd Zdd Zdd Zdd Zd	d
 Zdd Zdd Z	e
jdddgdd Zdd Ze
jddd dd dd dd dd dd dd dd d d d!d d"d gd#d$ Ze
jdd%d d&d gd'd( Ze
jd)g ged*ed+fg g ged,ed+fd-d. d/D ged*ed+fgd0d1 Zd2d3 Zd4d5 Zd6d7 Zd8d9 Zd:d; Zejd<d= Zejd>d? Zd@dA ZdBdC Ze
jdDdEi gdEd*dFdGdHgdIi ggdJdK ZdLdM ZdNdO Z dPdQ Z!dRdS Z"dTdU Z#e
jdVe$j%dWge&dXe$%d,dY gdZge$j%d[ge&dXe$%d\gd,dY  d, ggd]d^ Z'e
jdVe$j%d*ge$j(dXe$j%d*ge$j)dXe$j%d*ge$j*dXe$(d*ge$)d*ge$*d*ggd_d` Z+dadb Z,dcdd Z-dedf Z.dgdh Z/didj Z0dkdl Z1dmdn Z2dodp Z3e
jdqd,e$j4drdsgdtdu Z5e
jdvd,e$j4dre6dwgdxdy Z7e
jdve$j4dre6dwgdzd{ Z8d|d} Z9d~d Z:dd Z;dd Z<dd Z=dd Z>dd Z?dd Z@dd ZAdd ZBdd ZCdd ZDdd ZEdd ZFdd ZGdd ZHdd ZIdd ZJe
jddd dfdd dfdd dfdd dfgdd ZKdd ZLdd ZMe
jdeNdeOdfePd+ddeQddfeRdddeSddfgdd ZTdd ZUdd ZVdd ZWdd ZXddÄ ZYddń ZZddǄ Z[ddɄ Z\e
jddre]e^d˃ddge&e$j_fdrdrddgde$`dfdre]e^d˃ddgeae$`dΡfi drdFdGgdre$j_fdd*ie]e^d˃e]dσeae$`dΡfgddф Zbe
jdg dӢdecjdfg dբdecjefg dעdecjffg d٢decjgffdd܄ Zhddބ Zidd Zjdd Zkdd Zldd Zmdd Zndd Zodd Zpdd Zqdd Zrdd Zse
jdeRdggdeRdigdeRdgideRdigdd Ztdd Zudd Zvdd Zwdd Zxd d Zydd Zzdd Z{dd Z|dd	 Z}d
d Z~e
jdeegdd Ze
jdeegdd Zdd Zdd Zdd Zdd Zdd Zdd Zdd Ze
jdd/g fd/g fd d/d/gfd g g gfg g fg g gfd*gd,gfd*gd,ggfg d!g d"fg d!g d"gfgd#d$ Zd%d& Zd'd( Zd)d* Zd+d, Zd-d. Zd/d0 Zd1d2 Zd3d4 Zd5d6 Ze
jd7g d8d9d: Zd;d< Zd=d> Zd?d@ ZdAdB ZdCdD ZdEdF ZdGdH ZdIdJ ZdKdL ZdMdN ZdOdP ZdQdR ZdSdT ZdUdV Ze
jdWe$%drdrdrdre drge$%drdre drge$dXgdrgge$dXgecjggdrge$dXggdrgecjggecjge$dXggecjgdrgggdYdZ Ze
jd[g d\e
jd]g d^d_d` Ze
jd[g d\e
jd]g dadbdc Zddde Zdfdg Zdhdi Zdjdk Zdldm Ze
jdneg d!g d"gd*e$j4gdoeg d!g d"gdpdqe$j4gdreg dsg dtge$j4dpdqe$j4gdreg dug dtge$j4dpdqe$j4gdreg dug dtge$j4d*d,d,gdrgdvdw Zdxdy Zdzd{ Zd|d} Zd~d Zdd Zdd Zdd Zdd Ze
jdejej ej ej dd Ze
jdejej ej dd Zdd Ze
jje
jdg ddd ZŐdd Ze
jdee]ded*e$j4e$j4e$j4geePd+d*ePd*dgeecjːddddgdd Z̐dd Z͐dd Zΐdd Zϐdd ZАdd Zѐdd ZҐdd ZӐdd Ze
jdd*d,gddge]eՐdd,dde]eՐdd,dddePd+ddggdd Z֐dd Ze
jdddgdd Zؐdd Zِdd Zڐdd Ze
jdd*gd,gge$%d*gd,ggfe$%d*gd,ggd*gd,ggfe$%d*gd,gge$%d*gd,ggfgddÄ ZܐdĐdń ZݐdƐdǄ ZdrS (  TestDataFrameConstructorsc                 C   s<   t ddd}t|td}t|t}t|| d S )N         dtype)nparangereshaper   strastypetmassert_frame_equal)selfarrdfexpected rC   i/var/www/html/visualizacion-main/env/lib/python3.10/site-packages/pandas/tests/frame/test_constructors.py,test_constructor_from_ndarray_with_str_dtypeN   s   zFTestDataFrameConstructors.test_constructor_from_ndarray_with_str_dtypec                 C   sv   t dddd}|jdd}t|}t|d d df |d d df d	}t|| |s7t|jjdks9J d S d S )
N
2016-01-01   
US/Pacificperiodstzr5      r      r   rM   )	r    _datar:   r   r=   r>   len_mgrblocks)r?   using_array_managerdtidtarA   rB   rC   rC   rD   &test_constructor_from_2d_datetimearrayV   s   &z@TestDataFrameConstructors.test_constructor_from_2d_datetimearrayc                 C   sl   t dd}td|idgd}td|gi}t|| t|dgd}t|gdgd}t|| d S )Nz2019-11-03 01:00:00-0700zAmerica/Los_Angelesdtr   indexrM   )rW   value)r   
tz_convertr   r=   r>   )r?   rW   rA   rB   rC   rC   rD   )test_constructor_dict_with_tzaware_scalara   s   zCTestDataFrameConstructors.test_constructor_dict_with_tzaware_scalarc                 C   s   t dt jgddgg}d}tjt|d t|dd W d    n1 s&w   Y  tjt|d t|d ddd	 W d    d S 1 sGw   Y  d S )
NrM   rL   r5   9Cannot convert non-finite values \(NA or inf\) to integermatchi8r6   r   r7   name)r8   arraynanpytestraisesr   r   r   )r?   r@   msgrC   rC   rD   -test_construct_ndarray_with_nas_and_int_dtypen   s   "zGTestDataFrameConstructors.test_construct_ndarray_with_nas_and_int_dtypec                 C   s0   t t t g}|d jtdksJ d S )Nr   M8[ns])r   r   nowr7   r8   r?   rA   rC   rC   rD   %test_construct_from_list_of_datetimesy   s   z?TestDataFrameConstructors.test_construct_from_list_of_datetimesc                 C   s\   t ddgdd}|d}ttj| dddd}|j|jks"J t|}t|| d S )Nz2013-1-1 13:00z2013-1-2 14:00Brb   rH   objectr6   )	r   tz_localizer   r8   rc   tolistr7   r=   assert_series_equal)r?   naiveidxrB   resultrC   rC   rD   +test_constructor_from_tzaware_datetimeindex}   s   
zETestDataFrameConstructors.test_constructor_from_tzaware_datetimeindexc                 C   st   t dd}t j|gtd}|tu r|dd}d}tjt|d ||dd W d    d S 1 s3w   Y  d S )NNaTnsr6   rM   z=Invalid type for timedelta scalar: <class 'numpy.datetime64'>r^   m8[ns])	r8   
datetime64rc   ro   r   r:   re   rf   	TypeError)r?   frame_or_seriesnatr@   rg   rC   rC   rD   ,test_array_of_dt64_nat_with_td64dtype_raises   s   "zFTestDataFrameConstructors.test_array_of_dt64_nat_with_td64dtype_raiseskindmMc                 C   sx  |dkr	d}t }nd}t}tjddd|dd}|tu r'|d d d	f }||td}|jj	d	 j
tks8J t|jj	d	  d	 |sGJ |||td}|jj	d	 j
tksZJ t|jj	d	  d	 |siJ |||ttd}|jj	d	 j
tks~J t|jj	d	  d	 |sJ |tu rd
d |D }||td}|jj	d	 j
tksJ t|jj	d	  d	 |sJ d S d S )Nr   ri   ry   rG   r`   r6   r5   rL   r   c                 S      g | ]}t |qS rC   r   .0xrC   rC   rD   
<listcomp>       zXTestDataFrameConstructors.test_datetimelike_values_with_object_dtype.<locals>.<listcomp>)r   r   r8   r9   viewr:   r   ro   rQ   arraysr7   
isinstanceravelr   r   )r?   r   r|   r7   scalar_typer@   objsersrC   rC   rD   *test_datetimelike_values_with_object_dtype   s0   zDTestDataFrameConstructors.test_datetimelike_values_with_object_dtypec                 C   st   t tddd}t tddd}t|dgd}tg dgd}t|| t|dgd}tg dgd}t|| d S )N   rM   rn   r   columns)r   ranger   r=   r>   )r?   r   yru   rB   rC   rC   rD   )test_series_with_name_not_matching_column   s   zCTestDataFrameConstructors.test_series_with_name_not_matching_columnconstructorc                   C   s   t  S Nr   rC   rC   rC   rD   <lambda>   s    z"TestDataFrameConstructors.<lambda>c                   C   s   t d S r   r   rC   rC   rC   rD   r          c                   C   s   t dS NrC   r   rC   rC   rC   rD   r      r   c                   C   s   t g S r   r   rC   rC   rC   rD   r      r   c                   C   s   t dd dD S )Nc                 s       | ]}|V  qd S r   rC   r   _rC   rC   rD   	<genexpr>       5TestDataFrameConstructors.<lambda>.<locals>.<genexpr>rC   r   rC   rC   rC   rD   r      s    c                   C   s   t tdS Nr   r   r   rC   rC   rC   rD   r          c                   C   s
   t d dS Ndatar   rC   rC   rC   rD   r         
 c                   C   s
   t ddS )NrC   r   r   rC   rC   rC   rD   r      r   c                   C   s
   t g dS r   r   rC   rC   rC   rD   r      r   c                   C   s   t dd dD dS )Nc                 s   r   r   rC   r   rC   rC   rD   r      r   r   rC   r   r   rC   rC   rC   rD   r      r   c                   C   s   t tddS )Nr   r   r   rC   rC   rC   rD   r      s    c                 C   s@   t  }| }t|jdksJ t|jdksJ t|| d S r   )r   rP   rY   r   r=   r>   r?   r   rB   ru   rC   rC   rD   test_empty_constructor   s
   z0TestDataFrameConstructors.test_empty_constructorc                   C   s   t i S r   r   rC   rC   rC   rD   r      r   c                   C   s
   t i dS r   r   rC   rC   rC   rD   r      r   c                 C   sR   t tdtdd}| }t|jdksJ t|jdksJ tj||dd d S )Nr   rY   r   T)check_index_type)r   r   rP   rY   r   r=   r>   r   rC   rC   rD   #test_empty_constructor_object_index   s
   z=TestDataFrameConstructors.test_empty_constructor_object_indexz)emptylike,expected_index,expected_columnsrM   r   rL   c                 c   r   r   rC   r   rC   rC   rD   r      r   z#TestDataFrameConstructors.<genexpr>rC   c                 C   s$   t ||d}t |}t|| d S )Nr   r   r=   r>   )r?   	emptylikeexpected_indexexpected_columnsrB   ru   rC   rC   rD   test_emptylike_constructor   s   	z4TestDataFrameConstructors.test_emptylike_constructorc                 C   s8   t  \}}t||d}t|}|d jtjksJ d S )NrX   foo)r=   getMixedTypeDictr   r7   r8   object_)r?   float_string_framerY   r   indexed_frameunindexed_framerC   rC   rD   test_constructor_mixed   s   z0TestDataFrameConstructors.test_constructor_mixedc                 C   s   d}t jt|d tdg ditjd W d    n1 sw   Y  ttd}td |d< d}t jt|d td|d	< W d    n1 sOw   Y  td |d
< d S )Nz!could not convert string to floatr^   ar   bcr6   )r4   rL   r   z5Expected a 1D array, got an array with shape \(4, 2\)testfoo2)re   rf   
ValueErrorr   r8   r)   onesrq   )r?   rg   rA   rC   rC   rD   test_constructor_cast_failure   s   z7TestDataFrameConstructors.test_constructor_cast_failurec                 C   sD   t dgdgdgd}t |tdd}d|d< |d d	 dks J d S )
N      ?       @      @)col1col2col3T)r7   copyg      i@r   r   )r   float)r?   orig_dfnew_dfrC   rC   rD   test_constructor_dtype_copy  s   z5TestDataFrameConstructors.test_constructor_dtype_copyc                 C   sf   t ddgg}t ||d jd}|r"d|jd< |jd dks J d S d|d d< |jd dks1J d S )NrM   rL   r   r6   c   r   r   )r   r7   ilocvalues)r?   using_copy_on_writerA   should_be_viewrC   rC   rD   ,test_constructor_dtype_nocast_view_dataframe  s   
zFTestDataFrameConstructors.test_constructor_dtype_nocast_view_dataframec                 C   s   t ddgddggdd}|s+|s+t |j|d jd}d|d d< |jd	 dks)J d S t |j|d jd}|jjd jjs?J d S )
NrM   rL   r5   r4   r1   r6   r   a   r   )r   r   r7   rQ   r   flagsc_contiguous)r?   rS   r   rA   r   df2rC   rC   rD   +test_constructor_dtype_nocast_view_2d_array&  s   zETestDataFrameConstructors.test_constructor_dtype_nocast_view_2d_arrayc                 C   s4   t jddgdd}t|dd}t |j|sJ d S )Nr   r   ro   r6   Fr   r8   rc   r   shares_memoryr   r?   r@   rA   rC   rC   rD   "test_1d_object_array_does_not_copy4  s   z<TestDataFrameConstructors.test_1d_object_array_does_not_copyc                 C   s<   t jddgddggdd}t|dd}t |j|sJ d S )	Nr   r   r   dro   r6   Fr   r   r   rC   rC   rD   "test_2d_object_array_does_not_copy;  s   z<TestDataFrameConstructors.test_2d_object_array_does_not_copyc                 C   s@   t ddgd dggtd}|jd d u sJ |jd dksJ d S )NrM   2r   r6   rM   r   rN   )r   ro   locrk   rC   rC   rD    test_constructor_dtype_list_dataB  s   z:TestDataFrameConstructors.test_constructor_dtype_list_datac                 C   s   t  }td}tjtdd t |g W d    n1 sw   Y  tjtdd t |g W d    n1 s;w   Y  t dddgi}tjtdd t ||g W d    d S 1 saw   Y  d S )Nr   zshape=\(1, 0, 0\)r^   ArM   rL   zshape=\(2, 2, 1\))r   r8   emptyre   rf   r   )r?   r   r   rC   rC   rD   "test_constructor_list_of_2d_raisesG  s   
"z<TestDataFrameConstructors.test_constructor_list_of_2d_raisesztyp, adr   r   barr   rm   Cintc                 C   s   |dkrt }dd |D }n|dkrt}dd |D }t||D ]\}}|j|ks+J q |tt|| t|}tt  }|D ]}||v rO|j| |ksOJ q@d S )Nr   c                 S   s"   g | ]}t jt jd |dqS )
   r6   )r8   rc   randomrandr   r   rC   rC   rD   r   c     " zKTestDataFrameConstructors.test_constructor_mixed_dtypes.<locals>.<listcomp>r   c                 S   s&   g | ]}t jt jjd d d|dqS )r   )sizer6   )r8   rc   r   randintr   rC   rC   rD   r   f  s   & )MIXED_INT_DTYPESMIXED_FLOAT_DTYPESzipr7   updatedictr   dtypes)r?   typadr   r   r   r   rA   rC   rC   rD   test_constructor_mixed_dtypesU  s    z7TestDataFrameConstructors.test_constructor_mixed_dtypesc                 C   s^   t jdt j}t jdt j}t||d}|j|jjks$J |j|j	jks-J d S )Nr   r   r   )
r8   r   r   r<   	complex64
complex128r   r7   r   r   r?   r   r   rA   rC   rC   rD   test_constructor_complex_dtypesr  s
   z9TestDataFrameConstructors.test_constructor_complex_dtypesc                 C   sx   t ddd gi|d}| }t dddgi}t|| |jd d u s%J t ddtjgi|d}t|jd s:J d S )Nr   r   r6   FTr   )r   r!   r=   r>   r   r8   rd   isnan)r?   string_dtyperA   ru   rB   rC   rC   rD   $test_constructor_dtype_str_na_values{  s   z>TestDataFrameConstructors.test_constructor_dtype_str_na_valuesc           	      C   s   |j dd}t|jjd d d |j_|j}t|}t|jt	|jj t||d}t|jt	|jj t|j| t
t|d d d }t||ddgd}t||djddgd}t|| d S )NFrX   r   rm   r   r   )
to_recordslistr7   namesrY   r   r=   assert_index_equalr   r   r8   r9   rP   reindexr>   )	r?   float_framerecrY   rA   r   rngdf3rB   rC   rC   rD   test_constructor_rec  s   z.TestDataFrameConstructors.test_constructor_recc                 C   s8   t tjdtdtjdtdd}|jjtjksJ d S )Nr   r6   rN   )r   r8   r   boolzerosr   r7   bool_rk   rC   rC   rD   test_constructor_bool  s   "z/TestDataFrameConstructors.test_constructor_boolc                 C   s   t jdd tddD t jd}td|i}|d jt jks J g d}dd	g}t jt|f|d}||d d < t|}|d
 jt jksFJ d S )Nc                 S   s   g | ]}d | qS )            rC   r   irC   rC   rD   r     r   zMTestDataFrameConstructors.test_constructor_overflow_int64.<locals>.<listcomp>rM   r   r6   r   ))l   Y2<   )l   FJLW]L*    )l   M:M^ -   )l   8Ma i  )l   r*R3_PvN r  )uidu8)scorer  r  )r8   rc   r   r-   r   r7   r  rP   )r?   r   ru   data_scoresr7   r   	df_crawlsrC   rC   rD   test_constructor_overflow_int64  s    z9TestDataFrameConstructors.test_constructor_overflow_int64r   r  r6   A   l           l        l        c                 C   s:   |d }t |}|d jtksJ |d d |ksJ d S r   )r   r7   ro   r?   r   rZ   ru   rC   rC   rD   test_constructor_int_overflow  s   z7TestDataFrameConstructors.test_constructor_int_overflowc                 C   s<   |d }t |}|d j|jksJ |d d |ksJ d S r   r   r7   r!  rC   rC   rD   test_constructor_numpy_uints  s   z6TestDataFrameConstructors.test_constructor_numpy_uintsc                 C   sX   d}t t|}t| dd |D }ttt|dgg| }|t |jks*J d S )Nd   c                 S   s   g | ]}d |dqS )r   r   rC   r  rC   rC   rD   r         zJTestDataFrameConstructors.test_constructor_ordereddict.<locals>.<listcomp>r   )r  r   r   shuffler   r   r   r   )r?   nitemsnumsrB   rA   rC   rC   rD   test_constructor_ordereddict  s   
z6TestDataFrameConstructors.test_constructor_ordereddictc                 C   sD  t jdd}t jdddd  }t||d}t|dksJ t|dks'J t |d |d tttj	gd |j
g|jdd}t ||d  t||dg d	d
}t|t|ksaJ d|vsgJ t|d  sqJ tt dkszJ d}tjt|d tdddg dd W d    d S 1 sw   Y  d S )N   nperr   r   r      r   r   rY   rb   )r   r   col4r   r   r   <Mixing dicts with non-Series may lead to ambiguous ordering.r^   r   r   r   r   r   rm   )r=   makeTimeSeriesr   rP   rr   renamer   r8   concatenaterd   r   rY   r!   allre   rf   r   )r?   datetime_seriesdatetime_series_shortframeexprg   rC   rC   rD   test_constructor_dict  s0   "z/TestDataFrameConstructors.test_constructor_dictc                 C   s,   t ddddi}t|jtddg d S )Nr   rM   rL   1r   r>  r   )r   r=   r	  rY   r   r?   r:  rC   rC   rD   test_constructor_dict_length1  s   z7TestDataFrameConstructors.test_constructor_dict_length1c                 C   s*   t g d}ti |d}|j|u sJ d S )Nr   rM   rL   rX   )r   r   rY   r?   rt   r:  rC   rC   rD    test_constructor_dict_with_index  s   z:TestDataFrameConstructors.test_constructor_dict_with_indexc                 C   sL   t g d}ti ||d}|j|u sJ |j|u sJ t|jdks$J d S )NrA  r   r5   )r   r   rY   r   rP   _seriesrB  rC   rC   rD   ,test_constructor_dict_with_index_and_columns  s
   zFTestDataFrameConstructors.test_constructor_dict_with_index_and_columnsc                 C   s0   t g g dddgd}tj|jtddd d S )Nr3  r   rm   r   r   Texact)r   r=   r	  rY   r   r?  rC   rC   rD   $test_constructor_dict_of_empty_lists  s   z>TestDataFrameConstructors.test_constructor_dict_of_empty_listsc                 C   s^   t dd idgd}t dd gidgd}|ddd u sJ |ddd u s'J t|| d S )Nr   r   rX   )r   
_get_valuer=   r>   )r?   
frame_noneframe_none_listrC   rC   rD   test_constructor_dict_with_none  s
   z9TestDataFrameConstructors.test_constructor_dict_with_nonec                 C   s   d}t jt|d tddi W d    n1 sw   Y  t jt|d tddidgd W d    d S 1 s;w   Y  d S )N2If using all scalar values, you must pass an indexr^   r   gffffff?r   re   rf   r   r   r?   rg   rC   rC   rD   test_constructor_dict_errors'  s   "z6TestDataFrameConstructors.test_constructor_dict_errorsscalarNDc                 C   s.   t d|idgd}t dgd}t|| d S )Nr   r   r   r   )r?   rQ  ru   rB   rC   rC   rD   %test_constructor_invalid_items_unused1  s   z?TestDataFrameConstructors.test_constructor_invalid_items_unusedrZ   rd   c                    s   d|dg d|gddgddgddgg fdd	t dD }t|djddd
}ttjddddd d}t|| t|djddd
}t|| t| d}t|| d S )NrM   r5   r   r   r4   rL   r   c                    "   i | ]} | t | d qS rX   r   r   r   colsrt   r   rC   rD   
<dictcomp>>  r   zKTestDataFrameConstructors.test_constructor_dict_nan_key.<locals>.<dictcomp>axisrG   r1   r6   r   rX   )r   r   sort_valuesr8   r9   r:   r=   r>   r?   rZ   r   ru   rB   rC   rW  rD   test_constructor_dict_nan_key8  s   
z7TestDataFrameConstructors.test_constructor_dict_nan_keyc                    s   t d|dfd|fg t d|f|dfgddgdd	gdd
gg fddtdD }t|djd|fdd}ttjddddd d}t|| t|djd|fdd}t|| t| d}t|| d S )N)            r   rL   r   r5   rM   r4   r   c                    rT  rU  r   rV  rW  rC   rD   rY  Q  r   zQTestDataFrameConstructors.test_constructor_dict_nan_tuple_key.<locals>.<dictcomp>rZ  rG   r1   r6   r   rX   )	r   r   r   r\  r8   r9   r:   r=   r>   r]  rC   rW  rD   #test_constructor_dict_nan_tuple_keyK  s   z=TestDataFrameConstructors.test_constructor_dict_nan_tuple_keyc                 C   sL   t jdd}t jdd}||d}t|d}t|tdd}t || d S )Nr+  r,  r/  r   r   r   bar   r   )r=   r4  r   r  r>   )r?   r8  r9  r   r:  rB   rC   rC   rD   %test_constructor_dict_order_insertion^  s   

z?TestDataFrameConstructors.test_constructor_dict_order_insertionc                 C   sR   t tjddgdddgitjdgd}t ddgddggtjdgd}t|| d S )NrM   rL   r5   r   )r   r8   rd   r=   r>   r?   ru   rB   rC   rC   rD   )test_constructor_dict_nan_key_and_columnsi  s   $zCTestDataFrameConstructors.test_constructor_dict_nan_key_and_columnsc                 C   sl   g d}t |}t||d}t|j  sJ g d}t |}t||d}t|j  s4J d S )N)rL   r5   r5   r5   rk  r   )rk  rj  rk  )r   from_tuplesr   r!   r   r   r7  )r?   tuplesmirA   rC   rC   rD   test_constructor_multi_indexo  s   

z6TestDataFrameConstructors.test_constructor_multi_indexc                 C   s   t dggdggddgd}t ddgtddgddtdggdggdd}t|| t dggdggddggd}t ddgtddggddggdtdggdggdd}t|| d S )	NrM   rL   r   rY   r1   r6   r   )levelscodesr   )r   r   r   r=   r>   r?   rA   rB   rC   rC   rD   test_constructor_2d_index|  s   z3TestDataFrameConstructors.test_constructor_2d_indexc                 C   s  d}t jt|d ttdtdd W d    n1 sw   Y  d}t jt|d tddd	g d
d W d    n1 sDw   Y  d}t jt|d ttddg dt	dddd W d    n1 spw   Y  t
g dg}d}t jt|d tdgtdd|d W d    n1 sw   Y  t
g d}d}t jt|d tdgtdd|d W d    n1 sw   Y  t jtdd ttdg ddgd W d    n1 sw   Y  d}t jt|d ttjddg ddgd W d    n	1 sw   Y  d}t jt|d ttjddd d!gddgd W d    n	1 s>w   Y  d"}t jt|d ttd#td#d$fd%d W d    n	1 sew   Y  d&}t jt|d td'd(d	 W d    d S 1 sw   Y  d S ))N)Empty data passed with indices specified.r^   r   r   r   r2  r   r   r   r   r3  z:Shape of passed values is \(4, 3\), indices imply \(3, 3\)r3   )r4   r5   r   r   baz
2000-01-01r5   rJ   rp  r4   r   rG   z:Shape of passed values is \(1, 3\), indices imply \(1, 4\)r4   rY   r   r   z:Shape of passed values is \(3, 1\), indices imply \(1, 4\)Must pass 2-d inputr5   r5   r5   r   rM   :Shape of passed values is \(2, 3\), indices imply \(1, 3\)rL   :Shape of passed values is \(2, 3\), indices imply \(2, 2\)r   rm   z,2 columns passed, passed data had 10 columnsr      )r   twosrM  FT)re   rf   r   r   r8   r   r  r9   r:   r    rc   r   r  r   r   )r?   rg   r@   rC   rC   rD   test_constructor_error_msgs  sZ   
 "$z5TestDataFrameConstructors.test_constructor_error_msgsc                 C   s|   |dd t dD |dd t dD d}t|}tdd | D }t|| || }t|}t|| d S )Nc                 s       | ]	}|d | fV  qdS )g      $@NrC   r   rC   rC   rD   r         zKTestDataFrameConstructors.test_constructor_subclass_dict.<locals>.<genexpr>r   c                 s   r  )g      4@NrC   r   rC   rC   rD   r     r  r.  c                 S   s   i | ]\}}|t | qS rC   )r   items)r   colvalrC   rC   rD   rY    s    zLTestDataFrameConstructors.test_constructor_subclass_dict.<locals>.<dictcomp>)r   r   r  r=   r>   )r?   dict_subclassr   rA   refdfrC   rC   rD   test_constructor_subclass_dict  s   z8TestDataFrameConstructors.test_constructor_subclass_dictc                 C   st   i }t j|jd |jd df< | D ]\}}tt}||  |||< qt	|}|j
|jd}t|| d S )Nr   rm   rX   )r8   rd   r   rY   r  r   r   r   to_dictr   r
  r=   r>   )r?   r  r   kvdctr:  rB   rC   rC   rD   test_constructor_defaultdict  s   
z6TestDataFrameConstructors.test_constructor_defaultdictc                 C   sD   t g dg}tdgdgdgdgdg dd}t|j| d S )N)      @r   r   r   r  r   r   r   )r   r   r   r   r   )r8   rc   r   r=   assert_numpy_array_equalr   r?   rB   rA   rC   rC   rD   test_constructor_dict_block  s   z5TestDataFrameConstructors.test_constructor_dict_blockc                 C   s   dddddddd}t |td	}t|d
ksJ |d jtjks$J |d jtjks.J t |}t|d
ks:J |d jtjksDJ |d jtjksNJ d S )NrM   rL   r=  r>  r   3)r>  r   r  r3  r6   r5   rm   r   )r   r   rP   r7   r8   r)   r   )r?   	test_datar:  rC   rC   rD   test_constructor_dict_cast  s   z4TestDataFrameConstructors.test_constructor_dict_castc                 C   st   t ttdtdt ttdtjdd}tj	t
dd t|td W d    d S 1 s3w   Y  d S )Nr     r3  zcould not convert stringr^   r6   )r   r   r   r=   makeStringIndexr8   r   randnre   rf   r   r   r   )r?   r  rC   rC   rD   test_constructor_dict_cast2  s   "z5TestDataFrameConstructors.test_constructor_dict_cast2c                 C   s2   ddt jdi}t|}t|d d tsJ d S )NCol1zA String)Row1Row2r  )r8   rd   r   r   r   )r?   r   rA   rC   rC   rD   !test_constructor_dict_dont_upcast  s   z;TestDataFrameConstructors.test_constructor_dict_dont_upcastc                 C   s<   t ddgddggddgddgd}t|d d tsJ d S )NrM   rL   r   r   r   )r   r   r   )r?   dmrC   rC   rD   "test_constructor_dict_dont_upcast2  s   "z<TestDataFrameConstructors.test_constructor_dict_dont_upcast2c                 C   s<   ddd}t |}t dd | D }tj||dd d S )NrM   rL   r5   rz  r   c                 S   s   i | ]	\}}|t |qS rC   )r  )r   r  r  rC   rC   rD   rY  
  s    zMTestDataFrameConstructors.test_constructor_dict_of_tuples.<locals>.<dictcomp>Fcheck_dtype)r   r  r=   r>   r?   r   ru   rB   rC   rC   rD   test_constructor_dict_of_tuples  s   
z9TestDataFrameConstructors.test_constructor_dict_of_tuplesc                 C   sB   t dt ddd}t|}tg dg dd}t|| d S )Nr5   rG   r   rA  )r5   r4   r   r   r   r=   r>   r  rC   rC   rD   test_constructor_dict_of_ranges  s   z9TestDataFrameConstructors.test_constructor_dict_of_rangesc                 C   sH   t tdttdd}t|}tg dg dd}t|| d S )Nr5   r   rA  rL   rM   r   )iterr   reversedr   r=   r>   r  rC   rC   rD   "test_constructor_dict_of_iterators  s   z<TestDataFrameConstructors.test_constructor_dict_of_iteratorsc                 C   sX   dd t dD dd tt dD d}t|}tg dg dd}t|| d S )Nc                 s   r   r   rC   r  rC   rC   rD   r     r   zPTestDataFrameConstructors.test_constructor_dict_of_generators.<locals>.<genexpr>r5   r   rA  r  )r   r  r   r=   r>   r  rC   rC   rD   #test_constructor_dict_of_generators  s   *z=TestDataFrameConstructors.test_constructor_dict_of_generatorsc                 C   s  dddddddddd	d
dd}t | }t|}tdd |D tdd |D dj}t|j|_t|| ddddd|d< |	dd|d f tdd |D t
dd |D dddj}t
|jdd|_t|}|j|j|jd}t|| d S )Nr   rM   rL   )r  r  r  jr  r  rG   r   r4         	   ))r   r   rd  )r   r   c                 S      g | ]}|d  qS rM   rC   r   rC   rC   rD   r   -  r   zNTestDataFrameConstructors.test_constructor_dict_multiindex.<locals>.<listcomp>c                 S   r  r   rC   r   rC   rC   rD   r   -  r   rX   g     ^@o   )r   r  r  r  zc                 S   r  r  rC   r   rC   rC   rD   r   8  r   c                 S   r  r  rC   r   rC   rC   rD   r   8  r   F)tupleize_colsrp  )sortedr  r   r   rl  TrY   r=   r>   insertr   r
  r   )r?   r   _drA   rB   rC   rC   rD    test_constructor_dict_multiindex$  s6   


 z:TestDataFrameConstructors.test_constructor_dict_multiindexc           	   	      s   g d  fdd}|t j}|dd }|t}tdd d d dd dd d dd d d	d dd d d d
dgdd  D d}t|}t|}t|}t|| t|| t|| d S )N)z
1984-02-19z
1988-11-06z
1989-12-03z
1990-03-15c                    s    fddt D S )Nc                    "   i | ]\}}| |d | iqS rL   rC   r   r  sr   rC   rD   rY  D  r   ziTestDataFrameConstructors.test_constructor_dict_datetime64_index.<locals>.create_data.<locals>.<dictcomp>)	enumerater  dates_as_strr  rD   create_dataC  s   zUTestDataFrameConstructors.test_constructor_dict_datetime64_index.<locals>.create_datac                 S      t | dS )Nz%Y-%m-%d)r   strptimer   rC   rC   rD   r   G  r   zRTestDataFrameConstructors.test_constructor_dict_datetime64_index.<locals>.<lambda>r   r   rM   rL   r5   rL   r4   rG   c                 S   r   rC   )r   )r   rW   rC   rC   rD   r   Q  r   zTTestDataFrameConstructors.test_constructor_dict_datetime64_index.<locals>.<listcomp>rX   )r8   rz   r   r   r=   r>   )	r?   r  data_datetime64data_datetimedata_TimestamprB   result_datetime64result_datetimeresult_TimestamprC   r  rD   &test_constructor_dict_datetime64_index?  s&   

z@TestDataFrameConstructors.test_constructor_dict_datetime64_indexz
klass,namec                 C   r  NrR  )r8   timedelta64r  rC   rC   rD   r   ^  r   r  c                 C   s
   t | dS )N)days)r	   r  rC   rC   rD   r   _  r   pytimedeltac                 C   s
   t | dS r  r   r  rC   rC   rD   r   `  r   zTimedelta[ns]c                 C   s   t | ddS )NrR  r  )r   as_unitr  rC   rC   rD   r   a  s    zTimedelta[s]c              	      s|   g d} fddt |D }tdd d d dd dd d dd d dd dd d d ddgd	d
 |D d}t|}t|| d S )NrM   rL   r5   r4   c                    r  r  rC   r  klassrC   rD   rY  h  r   zUTestDataFrameConstructors.test_constructor_dict_timedelta64_index.<locals>.<dictcomp>r   r  rL   r4   rG   c                 S   s   g | ]}t |d qS )rR  r  )r   tdrC   rC   rD   r   q      zUTestDataFrameConstructors.test_constructor_dict_timedelta64_index.<locals>.<listcomp>rX   )r  r   r=   r>   )r?   r  rb   	td_as_intr   rB   ru   rC   r  rD   'test_constructor_dict_timedelta64_index[  s   
zATestDataFrameConstructors.test_constructor_dict_timedelta64_indexc                 C   s   t jg ddd}t jg ddd}t||d}|d j|jks#J |d j|jks-J t|t |t d}|d j|jksHJ |d j|jksRJ d S )	N)z2012-01rw   z2012-04r   freq)z
2012-02-01z
2012-03-01rw   rR  r   r   r   )pdPeriodIndexr   r7   r<   ro   rq   r   rC   rC   rD   test_constructor_period_dictx  s   "z6TestDataFrameConstructors.test_constructor_period_dictc                 C   sN   |\}}t d|idgd}|d j|ksJ t dgdg|d}t|| d S )Nr   r   rX   r{  )r   r7   r=   r>   )r?   ea_scalar_and_dtype	ea_scalarea_dtyperA   rB   rC   rC   rD   &test_constructor_dict_extension_scalar  s
   z@TestDataFrameConstructors.test_constructor_dict_extension_scalarz
data,dtypez2020-01r   )leftrightr1   r  z
2011-01-01
US/EasternrK   c                 C   sl   t ddgddg|d}|d j|ksJ |d j|ksJ tj|gd |d}t ||d}t|| d S )	Nr   rM   r   r   r{  rL   r6   r   )r   r7   r  rc   r=   r>   )r?   r   r7   rA   r@   rB   rC   rC   rD   &test_constructor_extension_scalar_data  s   z@TestDataFrameConstructors.test_constructor_extension_scalar_datac                 C   s   t jddd}ttjdd|d}i }|jD ]}|jD ]}||||	|i |< qqt||d}t
|| i }|jD ]}|jD ]}||||	|i |< qBq=t||dj}t
|| d S )Nz1/1/2000r   ry  r   r   rX   )r  period_ranger   r8   r   r  r   rY   rI  
setdefaultr=   r>   r  )r?   r  rA   r   r  rowru   rC   rC   rD   "test_nested_dict_frame_constructor  s    



z<TestDataFrameConstructors.test_nested_dict_frame_constructorc                 C   s  |dt d}t|g dddgd}t|jdksJ t|jdks#J t|dd	gg d
d}t|jdks8J t|jdksAJ |tjurod}tjt	|d t|g dddgtj
d W d    d S 1 shw   Y  d S t|g dddgtj
d}|jjtj
ksJ d}tjt|d t|g ddgd W d    n1 sw   Y  d}tjt|d t|d	dgddgd W d    n1 sw   Y  tjtdd t|dg ddgd W d    n1 sw   Y  t|}tj|jttddd tj|jttddd t|ddgd}tj|jttddd t|g dd}tj|jttddd t|d}t|jdksGJ t|d}t|jdksWJ d S )Nrj  r6   r   rM   rL   rp  r5   )r5   r   r  r]   r^   r   rY   r7   r~  r  rm   r|  r}  TrF  rX   r   )r   r5   r   )r5   r   )r   r   rP   rY   r   r8   r   re   rf   r   r1   r   r7   r   r=   r	  r   r   )r?   r   matr:  rg   rC   rC   rD   _check_basic_constructor  sR   

z2TestDataFrameConstructors._check_basic_constructorc                 C   s8   |  tj tddgddgdgd}t|dksJ d S )Nr   r   r   rM   r   r   rL   )r  r8   r   r   rP   r?  rC   rC   rD   test_constructor_ndarray  s   z2TestDataFrameConstructors.test_constructor_ndarrayc                 C   s   |  tj tjdtd}d|d< d|d< t|g ddd	gd
}d|d d ks*J d|d d	 ks4J tjdtd}t|g ddd	gd
}tt||k sSJ d S )Nrj  r6   r   r   r   rM   rL   r   rM   rL   rp  r   r   )r  r   
masked_allr   r   r8   r7  asarray)r?   r  r:  rC   rC   rD   test_constructor_maskedarray  s   z6TestDataFrameConstructors.test_constructor_maskedarrayc              	   C   s  t jdtd}t|g dddgd}t|jdksJ t|jdks$J tt	||k s1J t|g dddgtj
d}|jjtj
ksGJ t |}d|d	< d|d
< t|g dddgd}d|d d ksiJ d|d d kssJ t jddd}t|g dddgd}t|jdksJ t|jdksJ t|j sJ d}tjt|d1 t  tjdtdd t|g dddgtjd W d    n1 sw   Y  W d    n1 sw   Y  t |}d|d	< d|d
< t|g dddgd}d|d dd ksJ d|d dd ksJ t jdtd}t|g dddgd}t|jdks2J t|jdks<J tt	||k sJJ t|g dddgtd}|jjtks_J t |}d|d	< d|d
< t|g dddgd}|d d du sJ |d d du sJ d S )Nrj  r6   r   rM   rL   rp  r5   r  r   r  r   r   ri   z8datetime64\[ns\] values and dtype=int64 is not supportedr^   ignorezelementwise comparison failed)categorymessager`   TF)r   r  r   r   rP   rY   r   r8   r7  r  r)   r   r7   r   r!   re   rf   r{   warningscatch_warningsfilterwarningsDeprecationWarningr1   r   r  ro   )r?   r  r:  mat2rg   rC   rC   rD   %test_constructor_maskedarray_nonfloat  sb   




z?TestDataFrameConstructors.test_constructor_maskedarray_nonfloatc                 C   s   t jdtd }t|ddgddgd}ttjtjgtjtjgdddgddgtd	}t|| t j	dtd }t|ddgddgd}td
d
gd
d
gdddgddgtd	}t|| d S )N)rL   rL   r6   r   rm   rM   rL   rp  r3  r  r   )
r   r  r   harden_maskr   r8   rd   r=   r>   r   )r?   mat_hardru   rB   rC   rC   rD   %test_constructor_maskedarray_hardenedN  s$   z?TestDataFrameConstructors.test_constructor_maskedarray_hardenedc                 C   sr   t jjt jjdddgddgd d}|tj}tjt	dd t
|td W d    d S 1 s2w   Y  d S )	Nr   )r   <f8)pricer  r6   F)maskzPass \{name: data\[name\]r^   )r8   r   rc   r  r   r   	mrecarrayre   rf   r{   r   r   r?   r   rC   rC   rD   %test_constructor_maskedrecarray_dtyped  s   "z?TestDataFrameConstructors.test_constructor_maskedrecarray_dtypec                 C   s   t g d}|jjdksJ d S )NrX   r   )r   r   shaperk   rC   rC   rD   test_constructor_corner_shapen  s   
z7TestDataFrameConstructors.test_constructor_corner_shapez%data, index, columns, dtype, expectedr   r   r   r)   r   c                 C   s"   t ||||}|jj|ksJ d S r   )r   r   r7   )r?   r   rY   r   r7   rB   rA   rC   rC   rD   test_constructor_dtyper  s   z0TestDataFrameConstructors.test_constructor_dtypezdata,input_dtype,expected_dtype)TFNbooleanr   r   NFloat64)rM   rL   NInt64r   stringc                 C   s(   t d|i|d}|d j| ksJ d S )Nr   r6   r#  )r?   r   input_dtypeexpected_dtyperA   rC   rC   rD   0test_constructor_dtype_nullable_extension_arrays  s   zJTestDataFrameConstructors.test_constructor_dtype_nullable_extension_arraysc                 C   s   dddddd}t |tdd}|d	 jtjksJ |d
 jtjks%J |d jtjks/J |d jtjks9J |d jtjksCJ d S )NrM   Tr   y              @r   )r   r  r   complexro   r   rX   r   r  r   r  ro   )	r   r8   r9   r7   r1   r  r)   r   r   )r?   r   rA   rC   rC   rD   !test_constructor_scalar_inference  s   z;TestDataFrameConstructors.test_constructor_scalar_inferencec                 C   s~   t tjddd}t |d jdgd d}t|| tjt	dd t ddd W d    d S 1 s8w   Y  d S )Nr   Tr   r   zmust pass an indexr^   F)
r   r8   r   r  r   r=   r>   re   rf   r   )r?   rA   r;  rC   rC   rD   #test_constructor_arrays_and_scalars  s   "z=TestDataFrameConstructors.test_constructor_arrays_and_scalarsc                 C   s8   t |}t|| t |tjd}|jjtjksJ d S Nr6   )r   r=   r>   r8   r1   r   r7   )r?   r  rA   	df_castedrC   rC   rD   test_constructor_DataFrame  s   z4TestDataFrameConstructors.test_constructor_DataFramec                 C   s*   t t  dd}t g dd}t|| d S )Nro   r6   r   )r?   actualrB   rC   rC   rD    test_constructor_empty_dataframe  s   z:TestDataFrameConstructors.test_constructor_empty_dataframec                 C   s  t jd}t|dgt dd}|jjdksJ t jd}t|}|jjdks+J |jjdks3J tddgt dd}|jjdksFJ tddgd}|jjd	ksUJ tt dd
}|jjdkseJ t jddgt	d
dd}d}tjt|d t|ddgdgtd W d    n1 sw   Y  tt|j}t|| tt jdtdt jdt jddt dd
}t|jdksJ |jjt jksJ d S )Nr   r   rp  rL   r   rm   )r   rL   r   )r   rL   rX   )r   r   r   r   r6   rM   z(could not convert string to float: 'foo'r^   rY   r   r7   r3  )r8   r   r  r   r9   r   ndimr  rc   ro   r:   re   rf   r   r   rD  r=   r>   r   r   r)   rP   r   r7   )r?   r  r@   r  r  rg   rC   rC   rD   test_constructor_more  s4   z/TestDataFrameConstructors.test_constructor_morec                 C   sx   t g g d}t g d}t|| t g ddgd}t i ddgd}t|| dd }t | ddgd}t|| d S )NrX   r   rm   r   c                   s   s    dE d H  d S r   rC   rC   rC   rC   rD   	empty_gen  s   zHTestDataFrameConstructors.test_constructor_empty_list.<locals>.empty_genr   )r?   rA   rB   r"  rC   rC   rD   test_constructor_empty_list  s   
z5TestDataFrameConstructors.test_constructor_empty_listc                 C   s|   t ddgddggddgd}t|d sJ |d jtjks J t dtd	i}d
d td	D }t |}t|| d S )NrM   r   rL   r   numr;   rf  r   r   c                 S      g | ]}t |qS rC   r8   rc   r   rC   rC   rD   r     r  zLTestDataFrameConstructors.test_constructor_list_of_lists.<locals>.<listcomp>)	r   r   r7   r8   r   r9   r   r=   r>   )r?   rA   rB   r   ru   rC   rC   rD   test_constructor_list_of_lists  s   z8TestDataFrameConstructors.test_constructor_list_of_listsc                 C   sx   t ddg}tjd d gtd}||d< |d |d< t|}tt|}t|| |jdks1J t	|d j
| d S )NrM   rL   r6   r   )rL   rM   )r   r8   rc   ro   r   r  r=   r>   r  r  r   )r?   serr@   rA   rB   rC   rC   rD   .test_nested_pandasarray_matches_nested_ndarray  s   zHTestDataFrameConstructors.test_nested_pandasarray_matches_nested_ndarrayc                 C   sZ   t dt dg}tg dg dg|d}t|}tg dg dg|d}t|| d S )Nabcdcdefr  r4   r   rG   r  r   )r  r   r   from_arraysr=   r>   )r?   r   ru   rn  rB   rC   rC   rD   2test_constructor_list_like_data_nested_list_column  s
   
zLTestDataFrameConstructors.test_constructor_list_like_data_nested_list_columnc                 C   `   t dt dg}d}tjt|d tg dg dg|d W d    d S 1 s)w   Y  d S )Nr   cdez#3 columns passed, passed data had 4r^   r  r,  r   r  re   rf   r   r   r?   r   rg   rC   rC   rD   0test_constructor_wrong_length_nested_list_column  s
   "zJTestDataFrameConstructors.test_constructor_wrong_length_nested_list_columnc                 C   r/  )Nr*  r0  zall arrays must be same lengthr^   r  r,  r   r1  r2  rC   rC   rD   2test_constructor_unequal_length_nested_list_column  s
   "zLTestDataFrameConstructors.test_constructor_unequal_length_nested_list_columnr   
2021-01-01r   c                 C   s:   t |g ddgd}t dtdgd i}t|| d S )NrA  r   r   r5  r5   )r   r   r=   r>   r  rC   rC   rD   &test_constructor_one_element_data_list  s   z@TestDataFrameConstructors.test_constructor_one_element_data_listc                 C   sj   G dd dt j}|ddg|ddgg}ddg}t||d	}tddgddgg|d	}tj||d
d d S )Nc                   @   s,   e Zd Zd	ddZdd ZdefddZdS )
zPTestDataFrameConstructors.test_constructor_sequence_like.<locals>.DummyContainerreturnNc                 S   s
   || _ d S r   )_lst)r?   lstrC   rC   rD   __init__0     
zYTestDataFrameConstructors.test_constructor_sequence_like.<locals>.DummyContainer.__init__c                 S   s   | j |S r   )r8  __getitem__)r?   nrC   rC   rD   r<  3  s   z\TestDataFrameConstructors.test_constructor_sequence_like.<locals>.DummyContainer.__getitem__c                 S   s
   | j  S r   )r8  __len__)r?   rC   rC   rD   r>  6  r;  zXTestDataFrameConstructors.test_constructor_sequence_like.<locals>.DummyContainer.__len__)r7  N)__name__
__module____qualname__r:  r<  r   r>  rC   rC   rC   rD   DummyContainer/  s    
rB  rM   r   rL   r   r$  r;   r   Fr  )r   Sequencer   r=   r>   )r?   rB  lst_containersr   ru   rB   rC   rC   rD   test_constructor_sequence_like+  s   
z8TestDataFrameConstructors.test_constructor_sequence_likec                 C   s   t dtdtdi}t dttdi}tj||dd t ttdttdg}t tdtdtdtdg}tj||dd d S )Nr   r  r   Fr  )r   rc   r   r  r=   r>   rh  rC   rC   rD   test_constructor_stdlib_array?  s   $z7TestDataFrameConstructors.test_constructor_stdlib_arrayc                 C   s,   t td}t ttd}t|| d S Nr   r   r   r  r=   r>   rh  rC   rC   rD   test_constructor_rangeJ  s   z0TestDataFrameConstructors.test_constructor_rangec                 C   s@   t tdtdg}t ttdttdg}t|| d S rG  rH  rh  rC   rC   rD   test_constructor_list_of_rangesP  s   z9TestDataFrameConstructors.test_constructor_list_of_rangesc                 C   s:   G dd d}t g dgd }t | }t|| d S )Nc                   @   s   e Zd ZdefddZdS )zATestDataFrameConstructors.test_constructor_iterable.<locals>.Iterr7  c                 s   s    t dD ]}g dV  qd S )Nr   r  )r   )r?   r  rC   rC   rD   __iter__X  s   zJTestDataFrameConstructors.test_constructor_iterable.<locals>.Iter.__iter__N)r?  r@  rA  r
   rK  rC   rC   rC   rD   IterW  s    rL  r  r   r   )r?   rL  rB   ru   rC   rC   rD   test_constructor_iterableU  s   
z3TestDataFrameConstructors.test_constructor_iterablec                 C   s0   t ttd}t ttd}t|| d S rG  r   r  r   r  r=   r>   rh  rC   rC   rD   test_constructor_iterator`  s   z3TestDataFrameConstructors.test_constructor_iteratorc                 C   sH   t ttdttdg}t ttdttdg}t|| d S rG  rN  rh  rC   rC   rD   "test_constructor_list_of_iteratorse  s   z<TestDataFrameConstructors.test_constructor_list_of_iteratorsc                 C   s   dd t dD }dd t dD }ttt dtt dg}t||g}t|| dd t dD }t|}tt ddd}tj||dd	 d S )
Nc                 s   r   r   rC   r  rC   rC   rD   r   m  r   zGTestDataFrameConstructors.test_constructor_generator.<locals>.<genexpr>r   c                 s   r   r   rC   r  rC   rC   rD   r   n  r   c                 s   s    | ]}|d gV  qdS )r   NrC   r  rC   rC   rD   r   t      r   rN   Fr  )r   r   r  r=   r>   )r?   gen1gen2rB   ru   genrC   rC   rD   test_constructor_generatorj  s   z4TestDataFrameConstructors.test_constructor_generatorc                 C   s*   t i g}t tdg d}t|| d S )NrM   r   )r   r   r=   r>   rh  rC   rC   rD   test_constructor_list_of_dictsy  s   
z8TestDataFrameConstructors.test_constructor_list_of_dictsc                 C   sf   t ddg}t ddg}t d|fd|fg}t|}ddgdd	gd
}t|ddgd}t|| d S )N)r   rM   )r   rL   )r   rL   )r   r   r   r   rM   rL   r   )r   r   r   r   )r   rY   )r   r   r=   r>   )r?   nested1nested2r   ru   rB   rC   rC   rD   3test_constructor_ordered_dict_nested_preserve_order~  s   zMTestDataFrameConstructors.test_constructor_ordered_dict_nested_preserve_order	dict_typec                 C   st   t ddggddgd}| }dg|d< dg|d< t |}t|| | }d|d< d|d< t |g}t|| d S )NrL   rM   r   r   r   r   )r?   rZ  rB   r   ru   rC   rC   rD   ,test_constructor_ordered_dict_preserve_order  s   


zFTestDataFrameConstructors.test_constructor_ordered_dict_preserve_orderc                 C   s   | }d|d< d|d< | }d|d< d|d< ddd}t ddgddggddgd}t ||g}t|| t ddgddgddggddgd}t |||g}t|| d S )NrL   r   rM   r   rd  r   r   )r?   rZ  row_onerow_two	row_threerB   ru   rC   rC   rD   0test_constructor_ordered_dict_conflicting_orders  s   
"zJTestDataFrameConstructors.test_constructor_ordered_dict_conflicting_ordersc                 C   sT   dd t dD }t|}tg dg dg ddg dg dd}t|| d S )Nc                 S   s"   g | ]}t |g d t|dqS )r   r   r   r0  )r   r;   r  rC   rC   rD   r     r   z[TestDataFrameConstructors.test_constructor_list_of_series_aligned_index.<locals>.<listcomp>r5   rA  r`  )0r>  r   rp  r  )r?   seriesru   rB   rC   rC   rD   -test_constructor_list_of_series_aligned_index  s   zGTestDataFrameConstructors.test_constructor_list_of_series_aligned_indexc                 C   sJ   G dd dt }ddd}||g}|g}t|}t|}t|| d S )Nc                   @      e Zd ZdS )zTTestDataFrameConstructors.test_constructor_list_of_derived_dicts.<locals>.CustomDictNr?  r@  rA  rC   rC   rC   rD   
CustomDict      rf        ?r5   r   )r   r   r=   r>   )r?   rf  r   data_customr   result_customru   rC   rC   rD   &test_constructor_list_of_derived_dicts  s   

z@TestDataFrameConstructors.test_constructor_list_of_derived_dictsc                 C   sV   t jdt jdd}tjtdd t| W d    d S 1 s$w   Y  d S )Nr   r  r3  z%All arrays must be of the same lengthr^   )r8   r   r  re   rf   r   r   r
  rC   rC   rD   test_constructor_ragged  s   
"z1TestDataFrameConstructors.test_constructor_raggedc                 C   sD   t td}tddi|d}tdg di|d}tj||dd d S )Nr5   r   r   rX   )r   r   r   Fr  )r   r   r   r=   r>   )r?   rt   rA   rB   rC   rC   rD   test_constructor_scalar  s   z1TestDataFrameConstructors.test_constructor_scalarc                 C   s"   t |d |jdgd}|  d S )Nr   r   )r   rY   r   )r?   r  rA   rC   rC   rD    test_constructor_Series_copy_bug  s   z:TestDataFrameConstructors.test_constructor_Series_copy_bugc                 C   s   i }dddd|d< t g dg dd|d	< t|}|jjs J tjtd
d tddgdddd W d    n1 s>w   Y  tddgt ddgddgdd}tddgddgdddgd}t|| d S )NrM   rL   r5   rv  r   )r4   r5   rL   rM   )r   quxrw  r   rX   rm   zambiguous orderingr^   r   r   r   r3  )	r   r   rY   is_monotonic_increasingre   rf   r   r=   r>   r  rC   rC   rD   &test_constructor_mixed_dict_and_Series  s   "z@TestDataFrameConstructors.test_constructor_mixed_dict_and_Seriesc                 C   s8   ddgdg}t |}t ddgddgg}t|| d S )NrM   rL   r5   r4   r5   r4   r   r  rC   rC   rD    test_constructor_mixed_type_rows  s   z:TestDataFrameConstructors.test_constructor_mixed_type_rowsztuples,lists)rC   rC   r  rz  c                 C   s    t |}t |}t|| d S r   r   )r?   rm  listsru   rB   rC   rC   rD   test_constructor_tuple  s   z0TestDataFrameConstructors.test_constructor_tuplec                 C   s4   t dddgi}t dtddgi}t|| d S )Nr   r  rr  r   r   r=   r>   rh  rC   rC   rD   test_constructor_list_of_tuples  s   z9TestDataFrameConstructors.test_constructor_list_of_tuplesc                 C   s   t dtd}|dd|ddg}tddgddgd}t|}t|| tddgddgd}t|d	d
gd}t|| d S )NPandasabrM   r5   rL   r4   r   )r   r  r   r  r   )r   r  r   r=   r>   )r?   named_tuplerm  rB   ru   rC   rC   rD   $test_constructor_list_of_namedtuples  s   z>TestDataFrameConstructors.test_constructor_list_of_namedtuplesc                 C   sX   t ddtfdtfg}|dd|ddg}tddgddgd}t|}t|| d S )NPointr   r   r   r5   rM   r   r   )r   r   r   r=   r>   )r?   r|  r   rB   ru   rC   rC   rD   $test_constructor_list_of_dataclasses  s
   z>TestDataFrameConstructors.test_constructor_list_of_dataclassesc                 C   s   t ddtfdtfg}t ddtfdtfdtfg}|dd|d	ddg}tdtjgddgtjd	gtjdgd
}t|}t|| d S )Nr|  r   r   HLinex0x1r   r5   rM   )r   r   r  r  )r   r   r   r8   rd   r=   r>   )r?   r|  r  r   rB   ru   rC   rC   rD   7test_constructor_list_of_dataclasses_with_varying_types  s   "zQTestDataFrameConstructors.test_constructor_list_of_dataclasses_with_varying_typesc                 C   sl   t ddtfdtfg}d}tjtt|d t|dddddg W d    d S 1 s/w   Y  d S )	Nr|  r   r   z0asdict() should be called on dataclass instancesr^   r   rM   r}  )r   r   re   rf   r{   reescaper   )r?   r|  rg   rC   rC   rD   1test_constructor_list_of_dataclasses_error_thrown*  s
   "zKTestDataFrameConstructors.test_constructor_list_of_dataclasses_error_thrownc              	   C   sr   ddddddddd	d
dddddddg}t g dg dg dg dg dg dd}t |}t|| d S )NrM   r4   r  r   )FirstSecondThirdFourthr   rL   r_  r  )r  r  r  r  rG   r5   r3   r     rb  )r  r  r  r  YYYXXXr  rz  )r  r  r  )r   r_  r3   )NNr  )NNrb  )r  r  r  r  r  r  r   )r?   r   rB   ru   rC   rC   rD   #test_constructor_list_of_dict_order3  s   
z=TestDataFrameConstructors.test_constructor_list_of_dict_orderc                 C   s  t g dg ddd}t|}|jd dksJ t|j|j tjd}t |dd}t|}td|i}t	|| t |t
dd	d
}t|}td|i}t	|| d}tjt|d t|ddgd W d    n1 sqw   Y  t g dtd}t|}|jd dksJ t |dd}t||gj}t||dddgd}t	|| t||gj}t||dddgd}t	|| d S )Nr  r   r   r0  r   r   rn   r5   rb  rX   z<Shape of passed values is \(10, 1\), indices imply \(10, 2\)r^   rM   rL   r   rb   r7   )r   	Unnamed 0r  r   )r   r   r   r=   r	  rY   r8   r   r  r>   r   re   rf   r   ro   r  )r?   r   rA   r@   r  rB   rg   s1rC   rC   rD   test_constructor_Series_namedG  s6   z7TestDataFrameConstructors.test_constructor_Series_namedc                 C   s   t tddd}t tddd}tt|dgd|  tt|dgd|  t|dgdjs4J t|dgdjs>J d S )Nr   r   rn   rM   r   )r   r   r=   r>   r   to_framer   )r?   s0r  rC   rC   rD   )test_constructor_Series_named_and_columnsm  s   zCTestDataFrameConstructors.test_constructor_Series_named_and_columnsc                 C   s   t g dg ddd}t g dg dd}tddg}t||d}t||}|jd dks1J t|| t||d}t||}|jd dksMJ t|j| t|| d S )	Nr  r   r   r0  rX   r   r   r   )	r   r   r   r
  r   r=   r>   r	  rY   )r?   r  s2other_indexdf1exp1r   exp2rC   rC   rD   +test_constructor_Series_differently_indexed{  s   zETestDataFrameConstructors.test_constructor_Series_differently_indexedz#name_in1,name_in2,name_in3,name_out))rt   rt   rt   rt   )rt   rt   NN)rt   NNN)idx1idx2NN)r  r  r  N)r  r  idx3N)NNNNc           
      C   s   t g d|dt g d|dt g d|dg}dd t|g dD }t|}t g d|d}td	d
dtjtjgtjd	d
dtjgtjtjd	d
dgd|d}	t||	 d S )Nr   rn   )r   r   r   )r   r   ec                 S   s"   i | ]\}}|t g d |dqS )rA  rX   r   )r   r  r   rC   rC   rD   rY    s    zJTestDataFrameConstructors.test_constructor_index_names.<locals>.<dictcomp>)r   r   r  r   r   r   r   r  r   rM   rL   rX   )r   r   r   r8   rd   r=   r>   )
r?   name_in1name_in2name_in3name_outindicesrb  ru   exp_indrB   rC   rC   rD   test_constructor_index_names  s"   	z6TestDataFrameConstructors.test_constructor_index_namesc                 C   s\   t |jd d }t |jd d }t|j||d}t|jt| t|jt| d S )Nr   r5   r   )r  rY   r   r   rQ   r=   r	  r   )r?   r  rY   r   ru   rC   rC   rD   test_constructor_manager_resize  s
   z9TestDataFrameConstructors.test_constructor_manager_resizec                 C   s   t |d t|d dddgd}t||jd d ddgf  d}tjt|d t |d t|d d d d W d    d S 1 sFw   Y  d S )Nr   rm   r3  r   zdoes not match index lengthr^   )r   r  r=   r>   r   re   rf   r   )r?   r  rA   rg   rC   rC   rD   %test_constructor_mix_series_nonseries  s   $"z?TestDataFrameConstructors.test_constructor_mix_series_nonseriesc                 C   sT   d}t jt|d ttjdgddggtjd W d    d S 1 s#w   Y  d S )Nr]   r^   rM   r   r6   )re   rf   r   r   r8   rd   r1   rO  rC   rC   rD   %test_constructor_miscast_na_int_dtype  s   "z?TestDataFrameConstructors.test_constructor_miscast_na_int_dtypec                 C   s^   t ddggddgd}t ddgg}ddg|_t|| t jdgddgd}t|| d S )Nr  r   r   r   )r  r   )r   r   r=   r>   from_records)r?   rA   edfidfrC   rC   rD   "test_constructor_column_duplicates  s   
z<TestDataFrameConstructors.test_constructor_column_duplicatesc                 C   s   t ddgddgtd}t ddgddgtd}t|| t ddgddgtjd}t|| t ddgddgtjd}t|| t ddgddgdd}t|| d S )Nr   rM   r  U5)r   ro   r;   r=   r>   r8   str_unicode_r  rC   rC   rD   (test_constructor_empty_with_string_dtype  s   zBTestDataFrameConstructors.test_constructor_empty_with_string_dtypec                 C   s,   t dg|d}t dg|d}t|| d S )Nc1r   r7   r   )r?   nullable_string_dtyperB   rA   rC   rC   rD   ,test_constructor_empty_with_string_extension  s   zFTestDataFrameConstructors.test_constructor_empty_with_string_extensionc                 C   s  t dg dg dd}t|t t|jd|j|j t dg dg dd}t|t t|jd|j|j t dd	d
gddgd}t|t tj	ddgddggt
dd	d
gddgd d}tjt|d t dd	d
g W d    n1 s|w   Y  tjt|d t dddgd W d    n1 sw   Y  d}tjt|d t dd	d
gddgt W d    d S 1 sw   Y  d S )N        r  r   r   r)   r   r1   r   rM   rL   r   r6   z*DataFrame constructor not properly called!r^   r   zincompatible data and dtype)r   r=   r>   r8   r  r  r<   rY   r   rc   ro   re   rf   r   r{   r   )r?   rA   rg   rC   rC   rD   test_constructor_single_value  s8   	"z7TestDataFrameConstructors.test_constructor_single_valuec                 C   s  t t jj}t t jj}t dj}t t jj}tdddtdtdddddd	t 	d
d}|j
}tt dgt |gd  t |gd  tdd}t|| tdddddd|t jd|d|t jd|dit 	d
d}|j
}tt dgt dg t dg t dg t |g ddd||gd}t|| tdddddd|t jdgd
 |d|t jdgd
 |dit 	d
d}|j
}tt dgt dg t dg t dg t |g ddd||gd}t|| d S )Nri   rM   r   r   20010101  rL   r   )r   rm   r   rR  Er   rX   r1   ABCDEr   r   r   r   r6   r)   ro   )r8   r7   int_rb   float_r   r   r   r   r9   r   r   r  r=   rr   rc   )r?   intname	floatnamedatetime64name
objectnamerA   ru   rB   rC   rC   rD   test_constructor_with_datetimes
  s   













z9TestDataFrameConstructors.test_constructor_with_datetimesc                 C   s6   t dddd}dd |D }t|}|jdksJ d S )Nrx  rR  r   startr  rJ   c                 S      g | ]}|  qS rC   to_pydatetimer   tsrC   rC   rD   r   T  r   zNTestDataFrameConstructors.test_constructor_with_datetimes1.<locals>.<listcomp>ri   )r    r   r7   )r?   ind	datetimes
datetime_srC   rC   rD    test_constructor_with_datetimes1Q  s   z:TestDataFrameConstructors.test_constructor_with_datetimes1c                 C   sv   t dddd}dd |D }dd |D }t|dgd	}||d
< |j}ttdtdgdd
gd}t|| d S )Nrx  rR  r   r  c                 S   r  rC   r  r  rC   rC   rD   r   [  r   zNTestDataFrameConstructors.test_constructor_with_datetimes2.<locals>.<listcomp>c                 S   r  rC   )r   r  rC   rC   rD   r   \  r   r  r   datesdatetime64[ns]ro   rX   )r    r   r   r   r8   r7   r=   rr   )r?   r  r  r  rA   ru   rB   rC   rC   rD    test_constructor_with_datetimes2X  s   z:TestDataFrameConstructors.test_constructor_with_datetimes2c                 C   s   t d}|tddd}td|idgd}|jd |ks J t|jt	ddi td|ig}|jd |ks;J t|jt	ddi d S )	Nr    rM   zEnd Dater   rX   r   datetime64[ns, US/Eastern])
pytztimezonelocalizer   r   iatr=   rr   r   r   )r?   rK   rW   rA   rC   rC   rD    test_constructor_with_datetimes3f  s   
z:TestDataFrameConstructors.test_constructor_with_datetimes3c                 C   s   t ddd}td|i}|jd jd u sJ t dddd}td|i}t|jd jdks/J t dddd}td|i}t|jd jdksHJ d S )	N20130101r5   ry  rZ   r   UTCrI   r  )r    r   r  rK   r;   )r?   drrA   rC   rC   rD    test_constructor_with_datetimes4x  s   z:TestDataFrameConstructors.test_constructor_with_datetimes4c                 C   s^   t ddddd}td| jddi}t }||d< t|| td|i}t|| d S )	N1/1/2011r   10sr  rJ   r  rK   r   Tdropr    r   	to_seriesreset_indexr=   r>   )r?   r  rB   rA   rC   rC   rD    test_constructor_with_datetimes5  s   z:TestDataFrameConstructors.test_constructor_with_datetimes5c                 C   sV   t ddddd}t dddd}t||d}t| jdd	|d}t|| d S )
Nr  r   r  r  r  rJ   r  r   Tr  r  )r?   r  i_no_tzrA   rB   rC   rC   rD    test_constructor_with_datetimes6  s
   z:TestDataFrameConstructors.test_constructor_with_datetimes6r@   rw   c                 C   s*   t |j}ttdg}t|| d S )Nr  )r   r   r   r8   r7   r=   rr   )r?   r@   ru   rB   rC   rC   rD   %test_constructor_datetimes_with_nulls  s   
z?TestDataFrameConstructors.test_constructor_datetimes_with_nullsorder)Kr   r   Funit)r   rR  hr   r  msusrx   c                 C   s   d| d}t jg dg dg||d}t|}t|d}|dv rEtjtdd	 || W d    n1 s:w   Y  |d
}n|j|d}t|| d S )Nzdatetime64[])z
2015-01-01z
2015-01-02z
2015-01-03)z
2017-01-01z
2017-01-02z
2017-02-03r7   r  ri   )r   rR  r  r   Cannot castr^   zdatetime64[s]r6   )	r8   rc   r   r<   re   rf   r{   r=   r>   )r?   r  r  r7   narA   rB   rC   rC   rD   !test_constructor_datetimes_non_ns  s"   z;TestDataFrameConstructors.test_constructor_datetimes_non_ns)rR  r  r   r  r  r  rx   c           	      C   s   d| d}t jt ddt ddgt ddt ddgg||d}t|}|d	v r/d
}n|}t d| d}ttddtddgtddtddgg|d}t|| d S )Nztimedelta64[r  rM   rR  rL   r4   r   r  )rR  r  r   r  zm8[r6   )r8   rc   r  r   r7   r   r=   r>   )	r?   r  r  r7   r  rA   exp_unit	exp_dtyperB   rC   rC   rD   !test_constructor_timedelta_non_ns  s(   	z;TestDataFrameConstructors.test_constructor_timedelta_non_nsc                 C   s  t dd tdD }|j}ttdgd }t|| t dd tdD }|j}ttdgd }t|| t ddd	gi}|jjd
 tdksQJ t ddg}|jjd
 tdksdJ t ddg}|jjd
 tdkswJ t dddgi}|jjd
 tdksJ t dddgi}|jjd
 tdksJ t dditdd}|jjd
 tdksJ t dditdd}|jjd
 tdksJ t g dg dt	ddd tdD g dd}|j}ttdtdtdtdtdgt	dd}t|| d S )Nc                 S   s   g | ]}t d qS )r   )r8   r9   r   rC   rC   rD   r     r  zSTestDataFrameConstructors.test_constructor_for_list_with_dtypes.<locals>.<listcomp>r   r   c                 S   s    g | ]}t jt d ddqS )r   r0   r6   )r8   rc   r9   r   rC   rC   rD   r     s     r0   r   l        l       r   r1   rM   rL   r   r   r)   r5   rX   )rM   rL   r4   r  )g333333?gffffff@gffffff@g333333@r*  c                 S   s   g | ]}t d ddqS )  rM   )r   r  rC   rC   rD   r     r&  r4   )r   rL   r  r  r  ro   r  abcde)
r   r   r   r   r8   r7   r=   rr   r   r  )r?   rA   ru   rB   rC   rC   rD   %test_constructor_for_list_with_dtypes  sR   	
z?TestDataFrameConstructors.test_constructor_for_list_with_dtypesc                 C   s@   t |dd}d|d< |d dk sJ |d dk rJ d S )NTr   r   r   )r   r7  )r?   r  coprC   rC   rD   test_constructor_frame_copy-  s   z5TestDataFrameConstructors.test_constructor_frame_copyc                 C   s@   |  }t|}|j|jusJ tt||_t|| d S r   )	r   r   rQ   r8   r9   rP   rY   r=   r>   )r?   r  origr  rC   rC   rD   #test_constructor_frame_shallow_copy3  s
   z=TestDataFrameConstructors.test_constructor_frame_shallow_copyc                 C   s   |s?|j  }t|}d|d< |r|j d dk rJ n|j d dk s(J t|dd}d|d< |j d dk r=J d S |j  }t|}|jjd jjsRJ d|d< |jd dks_J t|dd}|jjd jjroJ d	|d< |jd d	ks|J d S )
Nr   Tr   rG   r   r%  r   Fi  )	r   r   r   r7  rQ   r   r   r   r   )r?   r  rS   r   r@   rA   rC   rC   rD   test_constructor_ndarray_copy>  s&   

z7TestDataFrameConstructors.test_constructor_ndarray_copyc                 C   sP   |j }td|d idd}d|j|jd |jd df< |d dk r&J d S )Nr   Tr   r   r   r  )rD  r   r   rY   r7  )r?   r  rb  rA   rC   rC   rD   test_constructor_series_copy\  s   z6TestDataFrameConstructors.test_constructor_series_copyrA   rX   g?g@r   r  r,  )r  rM   rL   r   c                 C   s   t t|jD ]}|jd d |f  qtt|jt|j }t|dkrJtjt	dd |j
d d tjf  W d    d S 1 sCw   Y  d S t|dkrit|jd d |d f |j
d d tjf  d S t|jd d |f |j
d d tjf  d S )Nr   z^nan$r^   rM   )r   rP   r   r   r8   r9   r!   re   rf   KeyErrorr   rd   r=   rr   r>   )r?   rA   r  indexerrC   rC   rD   test_constructor_with_nasf  s   "2.z3TestDataFrameConstructors.test_constructor_with_nasc                 C   s:   t dtjdgi}|d jtjksJ |d d rJ d S )Nr   FrM   )r   r8   rd   r7   r   )r?   r   rC   rC   rD   &test_constructor_lists_to_object_dtype  s   z@TestDataFrameConstructors.test_constructor_lists_to_object_dtypec                 C   sZ   t g d}t|dd}t|d}t||jd}t||||d}t|| d S )Nr   r  rM   rr  r6   r  )	r   r8   rc   r:   broadcast_tor   r7   r=   r>   )r?   catr@   ru   rB   rC   rC   rD   *test_constructor_ndarray_categorical_dtype  s   zDTestDataFrameConstructors.test_constructor_ndarray_categorical_dtypec                 C   s   t dtdidd}ttdddd}t|d | ttddd}| }ttdddd}t|d | |jdd}ttdddd}t|d | t tddd}ttdddd}t|d | d S )	Nr   r   r  r6   ra   r   r   rn   )r   r  r   r=   rr   r  )r?   rA   rB   r  ru   rC   rC   rD   test_constructor_categorical  s   z6TestDataFrameConstructors.test_constructor_categoricalc                 C   s6   t td}t|g}t|tg}t|| d S )Nr   )r   r  r   r<   ro   r=   r>   )r?   r  rA   rB   rC   rC   rD   -test_construct_from_1item_list_of_categorical  s   
zGTestDataFrameConstructors.test_construct_from_1item_list_of_categoricalc                 C   s@   t ttdttdg}t g dg dg}t|| d S )Nr   abdr   )r   r   r   r   r   r  r=   r>   rs  rC   rC   rD   (test_construct_from_list_of_categoricals  s   zBTestDataFrameConstructors.test_construct_from_list_of_categoricalsc                 C   s<   t ttdtdg}t g dg dg}t|| d S )Nr   defr   )r   r  fr  rs  rC   rC   rD   %test_from_nested_listlike_mixed_types  s   z?TestDataFrameConstructors.test_from_nested_listlike_mixed_typesc                 C   s@   t ttdttdg}t tdtdg}t|| d S )Nr   abdefgr  rs  rC   rC   rD   0test_construct_from_listlikes_mismatched_lengths  s   zJTestDataFrameConstructors.test_construct_from_listlikes_mismatched_lengthsc                 C   s   g d}t |d}t |dd}t|| g d}t |d}t |dd}t|| tddd}t ttjtjtjgg dd	}||_t	d
|i}t	d
t g dddi|d}t
|| d S )N)rM   rL   r5   rM   r  r6   )r   r   r   r   20000101r5   ry  r   )r   
categoriesr   rX   )r   r<   r=   rr   r    r   r8   rd   rY   r   r>   )r?   r  r;  resrY   rB   rA   rC   rC   rD   #test_constructor_categorical_series  s    z=TestDataFrameConstructors.test_constructor_categorical_seriesr7   c                 C   s,   t dddgidg|d}|jj|ksJ d S )Nr   rM   rL   r   r  )r   r   r7   )r?   r7   r   rC   rC   rD   %test_check_dtype_empty_numeric_column  s   
z?TestDataFrameConstructors.test_check_dtype_empty_numeric_columnc                 C   sF   t dddgidg|d}|r|tjv rt| |jjjdks!J d S )Nr   rM   rL   r   r  ro   )r   r=   BYTES_DTYPESr  &mark_array_manager_not_yet_implementedr   r7   rb   )r?   requestr7   rS   r   rC   rC   rD   $test_check_dtype_empty_string_column  s   
z>TestDataFrameConstructors.test_check_dtype_empty_string_columnc                 C   sL   t dtd j}t dti}t|| tt dtdj}t|| d S )Nr   r  )r   ro   r  r   r=   rr   r   rh  rC   rC   rD   test_to_frame_with_falsey_names  s
   z9TestDataFrameConstructors.test_to_frame_with_falsey_names)Nr*   r  c                 C   s\   t dg di|p	dd}t tddg|d}t|| t dtdi|d}t|| d S )Nr   )r   rM   rL   r5   r4   r1   r6   r   r  )r   r   r=   r>   )r?   r7   rB   ru   rC   rC   rD   test_constructor_range_dtype	  s
   z6TestDataFrameConstructors.test_constructor_range_dtypec                 C   sT   G dd dt }tg dg dg}t||g d|g dg}t|| d S )Nc                   @   rd  )zETestDataFrameConstructors.test_frame_from_list_subclass.<locals>.ListNre  rC   rC   rC   rD   List	  rg  r  r  rz  )r  r   r=   r>   )r?   r  rB   ru   rC   rC   rD   test_frame_from_list_subclass	  s    z7TestDataFrameConstructors.test_frame_from_list_subclassextension_arraabbcz1/1/2017z1/1/2018)r  endr  c                 C   s$   t t|}t |}t|| d S r   rv  )r?   r   rB   ru   rC   rC   rD   %test_constructor_with_extension_array	  s   z?TestDataFrameConstructors.test_constructor_with_extension_arrayc                 C   s\   t  }||f}t|ttdtddi|gd}tg dtt|gd}t|| d S )Nr5   rX   r   rA  )r   todayr   r   r   r   r=   r>   )r?   r  tupru   rB   rC   rC   rD   *test_datetime_date_tuple_columns_from_dict,	  s
   "zDTestDataFrameConstructors.test_datetime_date_tuple_columns_from_dictc                 C   sx   t g dtg dd}t g dtg dd}t||g}ttdddtjtjgg d	gg d
d}t|| d S )N)'   rG   r4   )femalemaleunknownrX   )rL      rL         )r  r(  r   r)  r*  r'  rG   r4   )g      c@g     @n@g     b@r   r   )r(  r)  r*  r  r   r   )r   r   r   r8   rc   rd   r=   r>   )r?   r  r  ru   rB   rC   rC   rD   /test_construct_with_two_categoricalindex_series4	  s   
zITestDataFrameConstructors.test_construct_with_two_categoricalindex_seriesc                 C   s  t tdd}t|d d}t|d d}t||d}ttdddd	tdd
dd	td
ddd	tdddd	tdddd	tdddd	tdddd	tdddd	tdddd	tdddd	g
dd}tdgd t	j
gd  t	j
gd dgd  d|d}t|| d S )Nr   r%  r   r   r=  gMbXg#@r  )closedg3@g33333=@gC@g     H@g33333M@g33333SQ@gS@gfffffFV@r   T)orderedrX   )r   r   r   value_countsheadtailr   r   r   r8   rd   r=   r>   )r?   r(  ser1ser2ru   rY   rB   rC   rC   rD   1test_constructor_series_nonexact_categoricalindexB	  s,   .zKTestDataFrameConstructors.test_constructor_series_nonexact_categoricalindexc                 C   s   t dddddt dddddfg}tj|ddgd	}t|}|d
 d |d d ks,J |d d |d d ks:J t|d
 }t|d tsIJ |d |d d ksUJ d S )Nr  r  r   r  r  r   )DateM8[us])Forecastingr8  r6   r7  r9  rM   )r   r8   rc   r   r   r   r   )r?   r  r@   rA   r  rC   rC   rD   test_from_M8_structured\	  s   "z1TestDataFrameConstructors.test_from_M8_structuredc                 C   s>   G dd dt }td|dddddgi}|j jdksJ d S )Nc                   @   rd  )zOTestDataFrameConstructors.test_from_datetime_subclass.<locals>.DatetimeSubclassNre  rC   rC   rC   rD   DatetimeSubclassj	  rg  r;  r   i  rM   r  )r   r   r7   )r?   r;  r   rC   rC   rD   test_from_datetime_subclassh	  s   z5TestDataFrameConstructors.test_from_datetime_subclassc                 C   sV   t dddd}d}tjt|d t|tdd W d    d S 1 s$w   Y  d S )	NrF   r5   rH   rI   z@Shape of passed values|Passed arrays should have the same lengthr^   r4   rX   )r    re   rf   r   r   r   )r?   rT   rg   rC   rC   rD   (test_with_mismatched_index_length_raisesp	  s
   "zBTestDataFrameConstructors.test_with_mismatched_index_length_raisesc                 C   sR   t dddd}t|}ttjt||d}t|d jtds'J d S )Nz1/1/2000 00:00:00z1/1/2000 1:59:50r  r  r3  rm   ri   )	r    r8   r  r   r   r  rP   
issubdtyper7   )r?   r  r  rA   rC   rC   rD   !test_frame_ctor_datetime64_columnw	  s   
 z;TestDataFrameConstructors.test_frame_ctor_datetime64_columnc                 C   sz   g dg dg}t tjdddd |D d}t|jts J t|jtr(J t tjdd|d}t|jts;J d S )N)r   r   r   r   )r   r   r   r   r4   c                 S   r%  rC   r&  r   rC   rC   rD   r   	  r  zYTestDataFrameConstructors.test_dataframe_constructor_infer_multiindex.<locals>.<listcomp>rX   r   )r   r8   r   r  r   rY   r   r   )r?   index_listsmultirC   rC   rD   +test_dataframe_constructor_infer_multiindex~	  s   zETestDataFrameConstructors.test_dataframe_constructor_infer_multiindex
input_valsr>  r   r  Hr  r  c                 C   s6   t d|i|d}t d|id|i}t|| d S )Nr   r6   )r   r<   r=   r>   )r?   rC  r  ru   rB   rC   rC   rD   test_constructor_list_str	  s   z3TestDataFrameConstructors.test_constructor_list_strc                 C   s8   t dg di|d}t dg ditd}t|| d S )Nr   r  r6   )z1.0z2.0N)r   ro   r=   r>   )r?   r  ru   rB   rC   rC   rD   test_constructor_list_str_na	  s   z6TestDataFrameConstructors.test_constructor_list_str_nar   FTc           	         s  |r|s|t jt j vrt| tjddg|d tjddg|djjdv r+d S t	jddg|d
 }t d|dd	d
 ddtf fdd}|sY|  djd< djd< |si|d t	jddgjdjd d df< jjd jksJ |s|s|d |rԈ jjdkr d  jddksJ d jddksJ n d  jdksJ d jdksJ d |d ksJ d S |sވd dksJ d S d S )NrM   rL   r6   r5   r4   )SUr   r   c                 S   s,   t | tjr	| jS t | jtjr| jjS tr   )r   r8   ndarraybaser7   _ndarrayr{   r   rC   rC   rD   get_base	  s
   z<TestDataFrameConstructors.test_dict_nocopy.<locals>.get_baseFc_onlyc                    sv   t fddjjD dksJ | rd S t  fddjjD dks'J t fddjjD dks9J d S )Nc                 3   s    | ]}| u V  qd S r   rC   r   )r   rC   rD   r   	  rQ  zRTestDataFrameConstructors.test_dict_nocopy.<locals>.check_views.<locals>.<genexpr>rM   c                 3   *    | ]}t |jtjr| u V  qd S r   r   r7   r8   r   )r   rM  rC   rD   r   	      

c                 3   rO  r   rP  r   )r   rM  rC   rD   r   	  rQ  )sumrQ   r   )rN  r   r   r   rA   rM  rC   rD   check_views	  s   "	
z?TestDataFrameConstructors.test_dict_nocopy.<locals>.check_viewsr   r   rN   Tr  .   r   rx   )F)r=   STRING_DTYPESr  r  r  r8   rc   r7   r   r  r   r   r  r   r   type)	r?   r  r   any_numeric_ea_dtypeany_numpy_dtyperS   r   c_origrT  rC   rS  rD   test_dict_nocopy	  sJ   
	

"z*TestDataFrameConstructors.test_dict_nocopyc                 C   s2   t tddddgd}t dgd}t|| d S )NrM   r   rn   r   r   rv  rh  rC   rC   rD   'test_from_series_with_name_with_columns
  s   zATestDataFrameConstructors.test_from_series_with_name_with_columnsc                 C   sV   t g dg dgg dg dgd}t g dg dgtg dd}t|| d S )Nr  rz  )r   r   r   r   r   ))r   r   )r   r   )r   r   )r   r   rl  r=   r>   rh  rC   rC   rD   test_nested_list_columns
  s   z2TestDataFrameConstructors.test_nested_list_columnsc           
      C   s   t jddd}|jtdd}t|}|jdksJ |j|j	k
 s&J ||k
 
 s0J t jg d}|jtdd}t|}|jdksMJ |j|j	k
 sWJ ||k
 
 saJ tj||||f j}t|}t||||d}	t||	 d S )	Nz
2016-04-05r5   ry  rM   r  rM   r5   )r5   r4   r   rG   r  )r  r  rO   r<   ro   r:   r   r  r   r7   r7  IntervalIndexfrom_breaksr8   r_r  r=   r>   )
r?   pir   rA   iidata2r   data3r  rB   rC   rC   rD   1test_from_2d_object_array_of_periods_or_intervals
  s    zKTestDataFrameConstructors.test_from_2d_object_array_of_periods_or_intervalszcol_a, col_bc                 C   sF   d}t jt|d t||d W d    d S 1 sw   Y  d S )Nz,Per-column arrays must each be 1-dimensionalr^   r   rN  )r?   col_acol_brg   rC   rC   rD   test_error_from_2darray.
  s   	"z1TestDataFrameConstructors.test_error_from_2darrayc                 C   s   t g dg ddd}t|d j|d jrJ d|jd< t dtjtjgtjtjtjgtjtjtjgdg dtd	}t|| d S )
Nr  r   F)rY   r   r   r   r   r   r   rY   r7   )	r   r8   r   _valuesr   rd   ro   r=   r>   rs  rC   rC   rD   &test_from_dict_with_missing_copy_false;
  s   
	z@TestDataFrameConstructors.test_from_dict_with_missing_copy_falsec                 C   sN   d}t jt|d ttg ddgd W d    d S 1 s w   Y  d S )Nru  r^   r   r   rf  )re   rf   r   r   r8   rc   rO  rC   rC   rD   1test_construction_empty_array_multi_column_raisesL
  s   "zKTestDataFrameConstructors.test_construction_empty_array_multi_column_raises)r?  r@  rA  rE   rV   r\   rh   rl   rv   r~   re   markparametrizer   r   r   r   r   r   r   r   r   r   r   r  skip_array_manager_invalid_testr   r   r   r   r   r  r  r  r  r  r8   rc   ro   r"  r+   r,   r-   r$  r*  r<  r@  rC  rE  rH  rL  rP  rd   rS  r   r^  rc  rg  ri  ro  rt  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  r  r  r  r  r  r  r  r   r   r7   r   r  r  BooleanDtypeFloat64Dtype
Int64DtypeStringDtyper  r  r  r  r  r!  r#  r'  r)  r.  r3  r4  r6  rE  rF  rI  rJ  rM  rO  rP  rU  rV  rY  r   r   r[  r_  rc  rk  rl  rm  rn  rq  rs  ru  rw  r{  r~  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r   rj   rz   rw   r  r  r  r  r  r  r   r  r   r  r  r  r	  r
  r  r  r  r  r=   ALL_NUMERIC_DTYPESDATETIME64_DTYPESTIMEDELTA64_DTYPESBOOL_DTYPESr  rV  r  OBJECT_DTYPESr  r  arm_slowr  r  r   r%   r#   r$   r  r#  r&  r.  r6  r:  r<  r=  r?  rB  r    rE  rF  r[  r\  r]  rf  ri  rl  rm  rC   rC   rC   rD   r2   M   s   
!


	



	





&	



4	




		

8G
"


	
'
	


	

&		&
 G;
"(,$&
				

	c"r2   c                   @   sJ   e Zd Zdd Zdd Zejddddgdgd	d	d
gdggdd ZdS )&TestDataFrameConstructorIndexInferencec                 C   s|   t jdddd}ttjt||}t jdddd}ttjt||}t||d}t jdddd}t	|j
| d S )Nz1/1/19991/1/2012r   r  z1/1/1980z	12/1/2001)r  r  )r  r  r   r8   r   r  rP   r   r=   r	  rY   )r?   rng1r  rng2r  rA   r;  rC   rC   rD   Atest_frame_from_dict_of_series_overlapping_monthly_period_indexesT
  s   zhTestDataFrameConstructorIndexInference.test_frame_from_dict_of_series_overlapping_monthly_period_indexesc                 C   s,  t ddd}ttd|d}ttd|dd}ttd|dd}ttd}t|||d}tt|jt|j t|j td}t	
|j| t|||d	}tt|jt|j t|j td}	t	
|j|	 t|||d
}
tt|jt|j t|j td}	t	
|
j|	 t|||d}tt|jt|j t|j td}t	
|j| d}tjt|d t||||d W d    n1 sw   Y  tjt|d t|||d W d    n1 sw   Y  tjt|d t|||d W d    d S 1 sw   Y  d S )NrF   r5   ry  rX   r  z
US/Centralr   r6   )r   r   rm   )rm   r   r   )r   rm   r   z0Cannot join tz-naive with tz-aware DatetimeIndexr^   )r   rm   r   rR  )r   rm   rR  )rR  r   rm   )r    r   r   rp   r   r   r  rY   ro   r=   r	  re   rf   r{   )r?   rT   r4  r5  ser3ser4r  	exp_indexr   
exp_index3r  df4
exp_index4rg   rC   rC   rD   /test_frame_from_dict_with_mixed_tzaware_indexes_
  sF   $zVTestDataFrameConstructorIndexInference.test_frame_from_dict_with_mixed_tzaware_indexeszkey_val, col_vals, col_typer  4utf8r5   r4   r.   c              
   C   s   t d}tj|j||| t|| d}t	|ddgi|d}t	dt
jgdt
jgg|d}|jd d df t|jd d df< t|| d S )Npyarrow)rW  rM   rL   r   )re   importorskipr  r   ArrowExtensionArrayrc   
dictionaryr.   getattrr   r8   rd   r   r<   ro   r=   r>   )r?   key_valcol_valscol_typeparX  ru   rB   rC   rC   rD   %test_dict_data_arrow_column_expansion
  s   
	 &zLTestDataFrameConstructorIndexInference.test_dict_data_arrow_column_expansionN)	r?  r@  rA  r  r  re   rn  ro  r  rC   rC   rC   rD   r{  S
  s    ,r{  c                   @   s   e Zd Zdd ZdS ))TestDataFrameConstructorWithDtypeCoercionc                 C   sz  t jdd}d}tjt|d t|dd W d    n1 s!w   Y  t| dd}|jdk	 s7J t j
|d< d}tjt|d t|dd W d    n1 sVw   Y  tjt|d t|d	 dd W d    n1 suw   Y  d}tjt|d t|d W d    n1 sw   Y  tjt|d t|d	 d W d    d S 1 sw   Y  d S )
Nr   r   z)Trying to coerce float values to integersr^   r`   r6   r   r]   r   )r8   r   r  re   rf   r   r   roundr   r7  rd   r   r   r<   )r?   r@   rg   rA   rC   rC   rD   "test_floating_values_integer_dtype
  s,   
"zLTestDataFrameConstructorWithDtypeCoercion.test_floating_values_integer_dtypeN)r?  r@  rA  r  rC   rC   rC   rD   r  
  s    r  c                   @   s   e Zd Zejdddgdd Zejdddgd	d
 Zdd Zdd Z	dd Z
dd Zdd Zdd Zdd Zdd Zdd Zejdeegdd Zd d! Zd"d# Zd$d% Zd&S )'&TestDataFrameConstructorWithDatetimeTZrK   r  zdateutil/US/Easternc           
      C   s   t dddd}||}td|d|d}td|j}|d	 j|ks$J d
d |D }dd |D }td|i}||d< ||d< ||d< |j}ttdt|dtdt|dgg dd}	t	
||	 d S )N2011/1/12012/1/1W-FRIr  r   r3  rX   rx   rm   c                 S   r  rC   r  r  rC   rC   rD   r   
  r   zeTestDataFrameConstructorWithDatetimeTZ.test_construction_preserves_tzaware_dtypes.<locals>.<listcomp>c                 S   r  rC   r  r  rC   rC   rD   r   
  r   r  dr_tzdatetimes_naivedatetimes_with_tzr  r  )r  r  r  r  )r    rp   r   r   tzinfor7   r   r   r8   r=   rr   )
r?   rK   r  r  rA   tz_expectedr  r  ru   rB   rC   rC   rD   *test_construction_preserves_tzaware_dtypes
  s*   
	zQTestDataFrameConstructorWithDatetimeTZ.test_construction_preserves_tzaware_dtypespydtTFc                 C   s  |}t d|d}|r| }d}tjt|d td|gidd W d    n1 s+w   Y  d}tjt|d td|idgdd	 W d    n1 sNw   Y  tjt|d t|gdd W d    n1 slw   Y  tjt|d ttj|gt	ddd W d    n1 sw   Y  tjt|d t|dgdgdd
 W d    n1 sw   Y  tjt|d tt
|ggdd W d    n1 sw   Y  tjt|d t|ggdgdd W d    d S 1 sw   Y  d S )N2019r  sCannot convert timezone-aware data to timezone-naive dtype. Use pd.Series\(values\).dt.tz_localize\(None\) instead.r^   r   r  r6   /Cannot unbox tzaware Timestamp to tznaive dtyperj  r  r  )r   r  re   rf   r   r   r{   r8   rc   ro   r   )r?   tz_aware_fixturer  rK   r  rg   msg2rC   rC   rD   'test_constructor_data_aware_dtype_naive
  s8   "zNTestDataFrameConstructorWithDatetimeTZ.test_constructor_data_aware_dtype_naivec                 C   s   t tdddddd}tddd}t||d	}|d
 js!J d|d
 jd
ks*J t|d
 t|d
d t|d t|dd d S )Nr  r5   r  rI   r   rn   20130110ry  r3  r   zM8[ns, US/Easternrm   )r   r    r   r7   rb   r=   rr   r   )r?   rt   r  rA   rC   rC   rD   test_from_dict
  s   z5TestDataFrameConstructorWithDatetimeTZ.test_from_dictc                 C   s   t ddddd}t|}t|d t|dd tt|}t|d t|dd t dddd}t|}t|d t|dd tt|}t|d t|dd d S )	Nr  r5   r  r   )rJ   rK   rb   rn   rI   r   )r    r   r=   rr   r   )r?   r  r   rC   rC   rD   test_from_index  s   z6TestDataFrameConstructorWithDatetimeTZ.test_from_indexc                 C   sB   t ddd}t||d}td|d|d td|jd|d d S )Nr|  r   ry  rX   r   r   )r    r   r   r   )r?   r  r  rC   rC   rD   +test_frame_dict_constructor_datetime64_1680  s   zRTestDataFrameConstructorWithDatetimeTZ.test_frame_dict_constructor_datetime64_1680c                 C   s@   t dddd}t|}td|d|d}|d   sJ d S )	Nr  r  r  r  r   r3  rX   rm   )r    r   r   r!   r7  )r?   r  r  r   rC   rC   rD   +test_frame_datetime64_mixed_index_ctor_1681"  s   zRTestDataFrameConstructorWithDatetimeTZ.test_frame_datetime64_mixed_index_ctor_1681c                 C   sX   t ddddd}t|dgd}tdtdddtd	ddtd
ddgi}t|| d S )Nz20130101T10:00:00r5   r  r  )r  rJ   r  rK   
timestampsr   r  z20130101T10:01:00z20130101T10:02:00)r    r   r   r=   r>   )r?   r  ru   rB   rC   rC   rD   test_frame_timeseries_column*  s   


	zCTestDataFrameConstructorWithDatetimeTZ.test_frame_timeseries_columnc                 C   sf   ddg}ddddddd	d
}t |g d|d}t ddtjtjfg|tg dd}t|| d S )NNevadaOhio333333@333333@)r    rh  333333?@)r  r  r  )r  r  )r  r  i  r   )r  r  )r  r  rp  )r   r8   rd   r   r=   r>   )r?   r   popru   rB   rC   rC   rD   test_nested_dict_construction9  s   

zDTestDataFrameConstructorWithDatetimeTZ.test_nested_dict_constructionc                 C   sd   t dddd}|jtdd}t|}|jdksJ |j|jk	 s&J ||k	 	 s0J d S )Nz2016-04-05 04:30r5   r  rI   rM   r  r^  )
r    rO   r<   ro   r:   r   r  r   r7   r7  )r?   rT   r   rA   rC   rC   rD   test_from_tzaware_object_arrayH  s   zETestDataFrameConstructorWithDatetimeTZ.test_from_tzaware_object_arrayc              	   C   s   t jtdtdtdgtdddtjtdddgtdd	dtjtd
d	dggtdj}t|g dd}g d}|j|k	 sAJ d S )Nz2013-01-01 00:00:00z2013-01-02 00:00:00z2013-01-03 00:00:00z2013-01-01 00:00:00-0500r  r  z2013-01-03 00:00:00-0500z2013-01-01 00:00:00+0100CETz2013-01-03 00:00:00+0100r6   r   r   )r  r  zdatetime64[ns, CET])
r8   rc   r   r  rw   ro   r  r   r   r7  )r?   r@   r  expected_dtypesrC   rC   rD   $test_from_tzaware_mixed_object_arrayQ  s*   



zKTestDataFrameConstructorWithDatetimeTZ.test_from_tzaware_mixed_object_arrayc                 C   s:   t dd}t|dd}t|d}t|| d S )Nr   )r   rL   zdatetime64[ns, UTC]r6   )r8   r9   r:   r   r<   r=   r>   )r?   
array_dim2rA   rB   rC   rC   rD   test_from_2d_ndarray_with_dtypep  s   zFTestDataFrameConstructorWithDatetimeTZ.test_from_2d_ndarray_with_dtyper   c                 C   s   |h d}d|j  d}tjt|d td|i W d    n1 s%w   Y  tjt|d t| W d    d S 1 sAw   Y  d S )N>   rM   rL   r5   'z' type is unorderedr^   r   )r?  re   rf   r{   r   r   )r?   r   r   rg   rC   rC   rD   !test_construction_from_set_raisesx  s   
"zHTestDataFrameConstructorWithDatetimeTZ.test_construction_from_set_raisesc                 C   s>   t jdddddd}t|}tdd |jjD sJ d S )	Nr   r3   r  r6   r4   r5   c                 s   s    | ]}t |tV  qd S r   )r   r"   )r   r@   rC   rC   rD   r     s    zeTestDataFrameConstructorWithDatetimeTZ.test_construction_from_ndarray_datetimelike.<locals>.<genexpr>)r8   r9   r:   r   r7  rQ   r   r   rC   rC   rD   +test_construction_from_ndarray_datetimelike  s   zRTestDataFrameConstructorWithDatetimeTZ.test_construction_from_ndarray_datetimelikec                 C   s   t jdd}tdgj}d}tjt|d t	|dg|d W d    n1 s*w   Y  tg d}tjt|d t	|dd	gd
 W d    d S 1 sQw   Y  d S )Nr   rL   r   z'len\(arrays\) must match len\(columns\)r^   r   r  )r   r   r  r   r   )
r8   r   r  r  rc   r7   re   rf   r   r   )r?   r@   r7   rg   arr2rC   rC   rD   >test_construction_from_ndarray_with_eadtype_mismatched_columns  s   "zeTestDataFrameConstructorWithDatetimeTZ.test_construction_from_ndarray_with_eadtype_mismatched_columnsc                 C   s   g dg dg}t jtdd t|ddhd W d    n1 s"w   Y  t jtdd t|h d	d
 W d    d S 1 sBw   Y  d S )Nr  rz  zindex cannot be a setr^   r   r   rX   zcolumns cannot be a set>   r   r   r   r   rN  r
  rC   rC   rD   "test_columns_indexes_raise_on_sets  s   "zITestDataFrameConstructorWithDatetimeTZ.test_columns_indexes_raise_on_setsN)r?  r@  rA  re   rn  ro  r  r  r  r  r  r  r  r  r  r  r  set	frozensetr  r  r  r  rC   rC   rC   rD   r  
  s&    

!	

r  c                 C   s   t | tr
| jd S | jd S )Nr   r   )r   r   r   rL  rC   rC   rD   get1  s   


r  c                   @   s  e Zd Zejeedgddd Zejdd Zej	
ddd	gd
d Zdd Zdd Zdd Zej	
dejejgdd Zej	jddej	
deejgdd Zdd Zej	jddej	
deejgdd Zej	
dejejgdd Zd d! ZdS )"TestFromScalarNparamsc                 C      |j S r   paramr?   r  rC   rC   rD   box     zTestFromScalar.boxc                    s   dt di tu rdg d< |d u rtjfi  S |tu r2tu r+ fddS  fddS tu r= fddS  fd	dS )
NrY   rL   r   r   c                    s   | | dfi  |S )NrN   rC   r   kwargsextrar|   rC   rD   r     s    z,TestFromScalar.constructor.<locals>.<lambda>c                    s   d| ifi  |S Nr   rC   r  r  rC   rD   r     r&  c                    s   | | gfi  |S r   rC   r  r  rC   rD   r     r&  c                    s   d| | gifi  |S r  rC   r  r  rC   rD   r     s    
)r   r   	functoolspartialr   r   )r?   r|   r  rC   r  rD   r     s   
zTestFromScalar.constructorr7   ri   ry   c                 C   s8   |t j|d}t|j|ksJ t| sJ d S r  )r  rw   r8   r7  r   r!   )r?   r7   r   r   rC   rC   rD   test_from_nat_scalar  s   z#TestFromScalar.test_from_nat_scalarc                 C   s(   t d}||dd}t||ksJ d S )NrM   ry   r6   r   r  )r?   r   r  r   rC   rC   rD   *test_from_timedelta_scalar_preserves_nanos  s   z9TestFromScalar.test_from_timedelta_scalar_preserves_nanosc                 C   s,   |t d }||dd}t||ksJ d S )NrM   ri   r6   r  )r?   r   fixed_now_tsr  r   rC   rC   rD   *test_from_timestamp_scalar_preserves_nanos  s   z9TestFromScalar.test_from_timestamp_scalar_preserves_nanosc                 C   s4   t d}| }||td}tt|tjsJ d S )NrM   r6   )r   to_timedelta64ro   r   r  r8   r  )r?   r   r  td64r   rC   rC   rD   #test_from_timedelta64_scalar_object  s   z2TestFromScalar.test_from_timedelta64_scalar_objectclsc                 C   s   |dd}t jdt jdi| }|t ju rd}nd}dd|g}tjt|d	 |||d
 W d    n1 s8w   Y  |dd}tjt|d	 |||d
 W d    d S 1 s[w   Y  d S )Nrw   rx   ry   ri   z?dtype datetime64\[ns\] cannot be converted to timedelta64\[ns\]z?dtype timedelta64\[ns\] cannot be converted to datetime64\[ns\]|r  r^   r6   r4   )r8   rz   r  joinre   rf   r{   )r?   r   r  rQ  r7   msg1rg   rC   rC   rD   (test_from_scalar_datetimelike_mismatched  s   


"z7TestFromScalar.test_from_scalar_datetimelike_mismatchedziTimestamp constructor has been updated to cast dt64 to non-nano, but DatetimeArray._from_sequence has not)reasonc                 C   s   t ddd}d}|tju rt|d}d}||}t|}t|tr%|jn|jjd }t	|t
u s3J |jj|ks;J ||ksAJ d S )N'  rM   r8  rR  M8[s]r   )r   r8   rz   r  r   r   r7   r   r   rW  r   asm8r?   r   r  rQ  r  ru   itemr7   rC   rC   rD   #test_from_out_of_bounds_ns_datetime  s   
z2TestFromScalar.test_from_out_of_bounds_ns_datetimec                 C   sd   t t t jjd}||}t|}t|t ju sJ t|tr$|j	n|j
jd }|tks0J d S NrR  r   )r8   rz   iinfor1   maxr  rW  r   r   r7   r   r   ro   )r?   r   rQ  ru   r  r7   rC   rC   rD   test_out_of_s_bounds_datetime64  s   z.TestFromScalar.test_out_of_s_bounds_datetime64zoTimedeltaArray constructor has been updated to cast td64 to non-nano, but TimedeltaArray._from_sequence has notc                 C   s   t dddt ddd }d}|tju rt|d}d}||}t|}t|tr+|jn|jjd }t	|t
u s9J |jj|ksAJ ||ksGJ d S )Nr  rM   i  zm8[us]rR  zm8[s]r   )r   r8   r  r  r   r   r7   r   r   rW  r   r  r  rC   rC   rD   $test_from_out_of_bounds_ns_timedelta
  s   
z3TestFromScalar.test_from_out_of_bounds_ns_timedeltac                 C   s`   |t t jjd}||}t|}t||u sJ t|tr"|jn|j	j
d }|tks.J d S r  )r8   r  r1   r  r  rW  r   r   r7   r   r   ro   )r?   r   r  rQ  ru   r  r7   rC   rC   rD    test_out_of_s_bounds_timedelta64  s   z/TestFromScalar.test_out_of_s_bounds_timedelta64c                 C   sz   d}t d|d}|d u s|tu r|tu rd}t}nd}t}tj||d ||dd W d    d S 1 s6w   Y  d S )	Nr  r  r  r  r  r^   ri   r6   )r   r   r   r{   r   re   rf   )r?   r   r  r|   rK   r  rg   errrC   rC   rD   test_tzaware_data_tznaive_dtype(  s   "z.TestFromScalar.test_tzaware_data_tznaive_dtype)r?  r@  rA  re   fixturer  r   r  r   rn  ro  r  r  r  r  r8   rz   r  r  xfailr   r  r  r	   r  r  r  rC   rC   rC   rD   r    s4    




r  c                   @   sZ   e Zd Zejddgddd Zejdd Zdd	 Zd
d Zdd Z	dd Z
dd ZdS )TestAllowNonNanoTFr  c                 C   r  r   r  r  rC   rC   rD   as_td?  r  zTestAllowNonNano.as_tdc                 C   sH   t dt jd}|r||d  }tj||jdS tj||jdS )Nr   r  r   r6   )	r8   r9   r<   r1   r   r&   _simple_newr7   r"   )r?   r  r   rC   rC   rD   r@   C  s
   zTestAllowNonNano.arrc                 C      t |}|j|jksJ d S r   )r   r7   )r?   r@   rt   rC   rC   rD   test_index_allow_non_nanoL     z*TestAllowNonNano.test_index_allow_non_nanoc                 C   s,   |rt |}nt|}|j|jksJ d S r   )r  TimedeltaIndexr   r7   )r?   r@   r  rt   rC   rC   rD   test_dti_tdi_allow_non_nanoP  s   z,TestAllowNonNano.test_dti_tdi_allow_non_nanoc                 C   r  r   )r   r7   )r?   r@   r(  rC   rC   rD   test_series_allow_non_nanoW  r  z+TestAllowNonNano.test_series_allow_non_nanoc                 C   s    t |}|jd |jksJ d S r   r   r   r7   r   rC   rC   rD   test_frame_allow_non_nano[  s   z*TestAllowNonNano.test_frame_allow_non_nanoc                 C   s$   t d|i}|jd |jksJ d S r   r  r   rC   rC   rD   #test_frame_from_dict_allow_non_nano_  s   z4TestAllowNonNano.test_frame_from_dict_allow_non_nanoN)r?  r@  rA  re   r  r  r@   r  r  r  r  r  rC   rC   rC   rD   r  ;  s    

r  )Hrc   collectionsr   r   r   r   dataclassesr   r   r   r	   r  r   r  typingr
   r  numpyr8   r   numpy.mar   re   r  pandas.errorsr   pandas.util._test_decoratorsutil_test_decoratorsr  pandas.core.dtypes.commonr   pandas.core.dtypes.dtypesr   r   r   r   pandasr  r   r   r   r   r   r   r   r   r   r   r   r   r   r    r!   pandas._testing_testingr=   pandas.arraysr"   r#   r$   r%   r&   r   r   r2   r{  r  r  r  r  r  rC   rC   rC   rD   <module>   sj    D                    K  a 