o
    Ti6                    @   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	 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mZ d dlZd dlZd dlm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)Iterator)make_dataclass)datedatetime	timedelta)ma)mrecords)lib)IntCastingNaNError)is_integer_dtype)DatetimeTZDtypeIntervalDtypeNumpyEADtypePeriodDtype)CategoricalCategoricalIndex	DataFrameDatetimeIndexIndexInterval
MultiIndexPeriod
RangeIndexSeries	Timedelta	Timestampcut
date_rangeisna)DatetimeArrayIntervalArrayPeriodArraySparseArrayTimedeltaArray)Zfloat16Zfloat32float64)uint8uint16uint32uint64int8Z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	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$d d%d d&d gd'd( Zejdd)d d*d gd+d, Zejd-g ged.ed/fg g ged0ed/fd1d2 d3D ged.ed/fgd4d5 Zd6d7 Zd8d9 Zd:d; Zd<d= Zd>d? Zejd@dA ZejdBdC ZdDdE ZdFdG ZejdHdIi gdId.dJdKdLgdMi ggdNdO Z dPdQ Z!dRdS Z"dTdU Z#dVdW Z$dXdY Z%ejdZe&j'd[ge(d\e&'d0d] gd^ge&j'd_ge(d\e&'d`gd0d]  d0 ggdadb Z)ejdZe&j'd.ge&j*d\e&j'd.ge&j+d\e&j'd.ge&j,d\e&*d.ge&+d.ge&,d.ggdcdd Z-dedf Z.dgdh Z/didj Z0dkdl Z1dmdn Z2dodp Z3dqdr Z4dsdt Z5ejdud0e&j6dvdwgdxdy Z7ejdzd0e&j6dve8d{gd|d} Z9ejdze&j6dve8d{gd~d Z:dd Z;dd Z<dd Z=dd Z>dd Z?dd Z@dd ZAdd ZBdd ZCdd ZDdd ZEdd ZFdd ZGdd ZHdd ZIdd ZJdd ZKdd ZLejddd dfdd dfdd dfdd dfgdd ZMdd ZNdd ZOejdePdeQdfeRd/ddeSddfeTdddeUdddfgdd ZVdd ZWddÄ ZXddń ZYddǄ ZZej[dȡddʄ Z\dd̄ Z]dd΄ Z^ddЄ Z_ejddve`ead҃ddge(e&jbfdvdvddgde&cdfdve`ead҃ddgede&cdաfi dvdJdKgdve&jbfdd.ie`ead҃e`dփede&cdաfgdd؄ Zeejdg dڢdefjgfg dܢdefjhfg dޢdefjifg ddefjjffdd Zkdd Zldd Zmdd Zndd Zodd Zpdd Zqdd Zrdd Zsdd Ztdd Zudd ZvejdeTdggdeTdigdeTdgideTdwdigdd Zxd d Zydd Zz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eegdd Zejdeeg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'd3g fd3g fd(d3d3gfd(g g gfg g fg g gfd.gd0gfd.gd0ggfg d)g d*fg d)g d*gfgd+d, Zd-d. Zd/d0 Zd1d2 Zd3d4 Zd5d6 Zd7d8 Zd9d: Zd;d< Zd=d> Zejd?g d@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 ZdWdX ZdYdZ Zd[d\ Zd]d^ Zejd_e&'dvdvdvdve dvge&'dvdve dvge&d`gdvgge&d`gefjggdvge&d`ggdvgefjggefjge&d`ggefjgdvgggdadb Zejdcg ddejdeg dfdgdh Zejdcg ddejdeg didjdk Zdldm Zdndo Zdpdq Zdrds Zdtdu Zejdveg d)g d*gd.e&j6gdweg d)g d*gdxdye&j6gdzeg d{g d|ge&j6dxdye&j6gdzeg d}g d|ge&j6dxdye&j6gdzeg d}g d|ge&j6d.d0d0gdz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 Zejdejej ej ej dd Zejdejej ej dd ZƐdd Zejjejdg ddd Zɐdd Zejdee`ded.e&j6e&j6e&j6geeRd/d.eRd.dgeefjϐddddgdd ZАdd Zѐdd ZҐdd ZӐdd ZԐdd ZՐdd Z֐dd Zאdd Zejdd.d0gddge`eِdd0dde`eِdd0dddeRd/ddggdd Zڐdd Zejdddgdd ZܐdÐdĄ ZݐdŐdƄ ZސdǐdȄ Zߐdɐdʄ Zejdd.gd0gge&'d.gd0ggfe&'d.gd0ggd.gd0ggfe&'d.gd0gge&'d.gd0ggfgd̐d̈́ Zdΐdτ ZdАdф ZdҐdӄ ZdԐdՄ Zd֐dׄ ZdvS (  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 rA   d/var/www/html/evchargy.com/venv/lib/python3.10/site-packages/pandas/tests/frame/test_constructors.py,test_constructor_from_ndarray_with_str_dtypeM   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tzr3      r      r   rK   )	r!   _datar8   r   r;   r<   len_mgrblocks)r=   using_array_managerdtiZdtar?   r@   rA   rA   rB   &test_constructor_from_2d_datetimearrayU   s   &z@TestDataFrameConstructors.test_constructor_from_2d_datetimearrayc                 C   sv   t d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nsdtr   indexrK   )rU   value)r   Z
tz_convertas_unitr   r;   r<   )r=   rU   r?   r@   rA   rA   rB   )test_constructor_dict_with_tzaware_scalar`   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 )
NrK   rJ   r3   9Cannot convert non-finite values \(NA or inf\) to integermatchi8r4   r   r5   name)r6   arraynanpytestraisesr   r   r   )r=   r>   msgrA   rA   rB   -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	   nowr5   r6   r=   r?   rA   rA   rB   %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r`   rF   objectr4   )	r   tz_localizer   r6   ra   tolistr5   r;   assert_series_equal)r=   Znaiveidxr@   resultrA   rA   rB   +test_constructor_from_tzaware_datetimeindex}   s   
zETestDataFrameConstructors.test_constructor_from_tzaware_datetimeindexc                 C   P   d}t dddg|ddgi}|jdd}dd|didd|dig}||ks&J d S )	N_barK   rJ   r3   r2   recordsZorientr   to_dict)r=   Zcol_underscorer?   dref_drA   rA   rB   6test_columns_with_leading_underscore_work_with_to_dict   
   zPTestDataFrameConstructors.test_columns_with_leading_underscore_work_with_to_dictc                 C   rt   )	NZ1_brv   rK   rJ   r3   r2   rw   rx   ry   )r=   Zcol_with_numr?   r{   r|   rA   rA   rB   Atest_columns_with_leading_number_and_underscore_work_with_to_dict   r~   z[TestDataFrameConstructors.test_columns_with_leading_number_and_underscore_work_with_to_dictc                 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NaTrT   r4   rK   z=Invalid type for timedelta scalar: <class 'numpy.datetime64'>r\   m8[ns])	r6   
datetime64ra   rm   r   r8   rc   rd   	TypeError)r=   frame_or_seriesZnatr>   re   rA   rA   rB   ,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   rg   r   rE   r^   r4   r3   rJ   r   c                 S      g | ]}t |qS rA   r   .0xrA   rA   rB   
<listcomp>       zXTestDataFrameConstructors.test_datetimelike_values_with_object_dtype.<locals>.<listcomp>)r   r   r6   r7   viewr8   r   rm   rO   arraysr5   
isinstanceravelr   r   )r=   r   r   r5   Zscalar_typer>   objZsersrA   rA   rB   *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   rK   rl   r   columns)r   ranger   r;   r<   )r=   r   yrr   r@   rA   rA   rB   )test_series_with_name_not_matching_column   s   zCTestDataFrameConstructors.test_series_with_name_not_matching_columnconstructorc                   C   s   t  S Nr   rA   rA   rA   rB   <lambda>   s    z"TestDataFrameConstructors.<lambda>c                   C   s   t d S r   r   rA   rA   rA   rB   r          c                   C   s   t dS NrA   r   rA   rA   rA   rB   r      r   c                   C   s   t g S r   r   rA   rA   rA   rB   r      r   c                   C   s   t dd dD S )Nc                 s       | ]}|V  qd S r   rA   r   _rA   rA   rB   	<genexpr>       5TestDataFrameConstructors.<lambda>.<locals>.<genexpr>rA   r   rA   rA   rA   rB   r      s    c                   C   s   t tdS Nr   r   r   rA   rA   rA   rB   r          c                   C   s
   t d dS Ndatar   rA   rA   rA   rB   r         
 c                   C   s
   t ddS )NrA   r   r   rA   rA   rA   rB   r      r   c                   C   s
   t g dS r   r   rA   rA   rA   rB   r      r   c                   C   s   t dd dD dS )Nc                 s   r   r   rA   r   rA   rA   rB   r      r   r   rA   r   r   rA   rA   rA   rB   r      r   c                   C   s   t tddS )Nr   r   r   rA   rA   rA   rB   r      s    c                 C   s@   t  }| }t|jdksJ t|jdksJ t|| d S r   )r   rN   rW   r   r;   r<   r=   r   r@   rr   rA   rA   rB   test_empty_constructor   s
   z0TestDataFrameConstructors.test_empty_constructorc                   C   s   t i S r   r   rA   rA   rA   rB   r      r   c                   C   s
   t i dS r   r   rA   rA   rA   rB   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   rW   r   T)Zcheck_index_type)r   r   rN   rW   r   r;   r<   r   rA   rA   rB   #test_empty_constructor_object_index   s
   z=TestDataFrameConstructors.test_empty_constructor_object_indexz)emptylike,expected_index,expected_columnsrK   r   rJ   c                 c   r   r   rA   r   rA   rA   rB   r      r   z#TestDataFrameConstructors.<genexpr>rA   c                 C   s$   t ||d}t |}t|| d S )Nr   r   r;   r<   )r=   Z	emptylikeZexpected_indexZexpected_columnsr@   rr   rA   rA   rB   test_emptylike_constructor   s   	z4TestDataFrameConstructors.test_emptylike_constructorc                 C   s   |d j tjks
J d S )Nfoo)r5   r6   object_)r=   Zfloat_string_framerA   rA   rB   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\   rv   rv   bcr4   )r2   rJ   r   z5Expected a 1D array, got an array with shape \(4, 2\)testZfoo2)rc   rd   
ValueErrorr   r6   r(   onesro   )r=   re   r?   rA   rA   rB   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)r5   copyg      i@r   r   )r   float)r=   Zorig_dfZnew_dfrA   rA   rB   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 )NrK   rJ   r   r4   c   r   r   )r   r5   ilocvalues)r=   using_copy_on_writer?   should_be_viewrA   rA   rB   ,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 )
NrK   rJ   r3   r2   r/   r4   r   a   r   )r   r   r5   rO   r   flagsc_contiguous)r=   rQ   r   r?   r   df2rA   rA   rB   +test_constructor_dtype_nocast_view_2d_array2  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 )Nrv   r   rm   r4   Fr   r6   ra   r   shares_memoryr   r=   r>   r?   rA   rA   rB   "test_1d_object_array_does_not_copy@  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 )	Nrv   r   r   r{   rm   r4   Fr   r   r   rA   rA   rB   "test_2d_object_array_does_not_copyG  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 )NrK   2rv   r4   rK   r   rL   )r   rm   locri   rA   rA   rB    test_constructor_dtype_list_dataN  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\   ArK   rJ   zshape=\(2, 2, 1\))r   r6   emptyrc   rd   r   )r=   rv   r   rA   rA   rB   "test_constructor_list_of_2d_raisesS  s   
"z<TestDataFrameConstructors.test_constructor_list_of_2d_raisesztyp, adr   r   barr   rk   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|dqS )rJ   
   r4   )r6   ra   randomdefault_rngr   r{   rA   rA   rB   r   o  s    zKTestDataFrameConstructors.test_constructor_mixed_dtypes.<locals>.<listcomp>r   c                 S   s,   g | ]}t jt jd jddd|dqS )rJ   r   )sizer4   )r6   ra   r   r   Zintegersr   rA   rA   rB   r   t  s    )MIXED_INT_DTYPESMIXED_FLOAT_DTYPESzipr5   updatedictr   dtypes)r=   typadr   r   r{   rv   r?   rA   rA   rB   test_constructor_mixed_dtypesa  s(   z7TestDataFrameConstructors.test_constructor_mixed_dtypesc                 C   sj   t jddt j}t jddt j}t||d}|j|jjks*J |j|j	jks3J d S )NrJ   r   rv   r   )
r6   r   r   r:   Z	complex64
complex128r   r5   rv   r   r=   rv   r   r?   rA   rA   rB   test_constructor_complex_dtypes  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   r4   FTr   )r   r"   r;   r<   r   r6   rb   isnan)r=   string_dtyper?   rr   r@   rA   rA   rB   $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 )NFrV   r   rk   r   r   )Z
to_recordslistr5   namesrW   r   r;   assert_index_equalr   r   r6   r7   rN   reindexr<   )	r=   float_frameZrecrW   r?   r   rngdf3r@   rA   rA   rB   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   r4   rL   )r   r6   r   boolzerosr   r5   bool_ri   rA   rA   rB   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 )            rA   r   irA   rA   rB   r     r   zMTestDataFrameConstructors.test_constructor_overflow_int64.<locals>.<listcomp>rK   r   r4   rv   ))l   Y2<   )l   FJLW]L*    )l   M:M^ -   )l   8Ma i  )l   r*R3_PvN r
  )uidu8)Zscorer  r  )r6   ra   r   r,   r   r5   r  rN   )r=   r   rr   Zdata_scoresr5   r   Z	df_crawlsrA   rA   rB   test_constructor_overflow_int64  s    z9TestDataFrameConstructors.test_constructor_overflow_int64r   r  r4   A   l           l        l        c                 C   s:   |d }t |}|d jtksJ |d d |ksJ d S r   )r   r5   rm   r=   r   rX   rr   rA   rA   rB   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   r5   r  rA   rA   rB   test_constructor_numpy_uints  s   z6TestDataFrameConstructors.test_constructor_numpy_uintsc                 C   s`   d}t t|}tjd| dd |D }ttt|dgg| }|t |j	ks.J d S )Nd   rJ   c                 S   s   g | ]}d |dqS )r   r{   rA   r  rA   rA   rB   r         zJTestDataFrameConstructors.test_constructor_ordereddict.<locals>.<listcomp>r   )
r   r   r6   r   r   shuffler   r   r   r   )r=   ZnitemsZnumsr@   r?   rA   rA   rB   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   Znperr   r   r      r   r   rW   r`   )r   r   Zcol4r   r   r   <Mixing dicts with non-Series may lead to ambiguous ordering.r\   rv   r   r   r   r   rk   )r;   makeTimeSeriesr   rN   rp   renamer   r6   Zconcatenaterb   r   rW   r"   allrc   rd   r   )r=   datetime_seriesdatetime_series_shortframeexpre   rA   rA   rB   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   rK   rJ   1r   r)  r   )r   r;   r   rW   r   r=   r%  rA   rA   rB   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   rK   rJ   rV   )r   r   rW   r=   rq   r%  rA   rA   rB    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 )Nr,  r   r3   )r   r   rW   r   rN   _seriesr-  rA   rA   rB   ,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 )Nr  r   rk   r   r   Texact)r   r;   r   rW   r   r*  rA   rA   rB   $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 )Nrv   r   rV   )r   
_get_valuer;   r<   )r=   Z
frame_noneZframe_none_listrA   rA   rB   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\   rv   gffffff?r   rc   rd   r   r   r=   re   rA   rA   rB   test_constructor_dict_errors8  s   "z6TestDataFrameConstructors.test_constructor_dict_errorsscalarNDc                 C   s.   t d|idgd}t dgd}t|| d S )Nrv   r   r   r   )r=   r:  rr   r@   rA   rA   rB   %test_constructor_invalid_items_unusedB  s   z?TestDataFrameConstructors.test_constructor_invalid_items_unusedrX   rb   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 )NrK   r3   rv   r   r2   rJ   r   c                    "   i | ]} | t | d qS rV   r   r   r   colsrq   r   rA   rB   
<dictcomp>O     " zKTestDataFrameConstructors.test_constructor_dict_nan_key.<locals>.<dictcomp>ZaxisrE   r/   r4   r   rV   )r   r   sort_valuesr6   r7   r8   r;   r<   r=   rX   r   rr   r@   rA   r@  rB   test_constructor_dict_nan_keyI  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)            rv   rJ   r   r3   rK   r2   r   c                    r=  r>  r   r?  r@  rA   rB   rB  b  rC  zQTestDataFrameConstructors.test_constructor_dict_nan_tuple_key.<locals>.<dictcomp>rD  rE   r/   r4   r   rV   )	r   r   r   rE  r6   r7   r8   r;   r<   rF  rA   r@  rB   #test_constructor_dict_nan_tuple_key\  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   rv   r   bar   r   )r;   r   r   r   r<   )r=   r#  r$  r{   r%  r@   rA   rA   rB   %test_constructor_dict_order_insertiono  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 )NrK   rJ   r3   r   )r   r6   rb   r;   r<   r=   rr   r@   rA   rA   rB   )test_constructor_dict_nan_key_and_columnsz  s   $zCTestDataFrameConstructors.test_constructor_dict_nan_key_and_columnsc                 C   sl   g d}t |}t||d}t|j  sJ g d}t |}t||d}t|j  s4J d S )N)rJ   r3   r3   r3   rT  r   )rT  rS  rT  )r   from_tuplesr   r"   r   r   r"  )r=   tuplesmir?   rA   rA   rB   test_constructor_multi_index  s   

z6TestDataFrameConstructors.test_constructor_multi_indexc                 C   s   t dggdggddgd}t ddgtddgddtdggdggdd}t|| t dggdggddggd}t ddgtddggddggdtdggdggdd}t|| d S )	NrK   rJ   r   rW   r/   r4   r   )Zlevelscodesr   )r   r   r   r;   r<   r=   r?   r@   rA   rA   rB   test_constructor_2d_index  s   z3TestDataFrameConstructors.test_constructor_2d_indexc                 C   s"  d}t jt|d ttddgd W d    n1 sw   Y  d}t jt|d tddd	g d
d W d    n1 sCw   Y  d}t jt|d ttddg dtdddd W d    n1 sow   Y  t	g dg}d}t jt|d tdgt
dd|d W d    n1 sw   Y  t	g d}d}t jt|d tdgt
dd|d W d    n1 sw   Y  t jtdd ttdg ddgd W d    n1 sw   Y  d}t jt|d ttjddg ddgd W d    n	1 sw   Y  d}t jt|d ttjddd d!gddgd W d    n	1 sAw   Y  d"}t jt|d tt
d#t
d#d$fd%d& W d    n	1 shw   Y  d'}t jt|d td(d)d	 W d    d S 1 sw   Y  d S )*Nz)Empty data passed with indices specified.r\   r   rK   rV   r  rv   r   r   r   r  z:Shape of passed values is \(4, 3\), indices imply \(3, 3\)r1   )r2   r3   r   r   baz
2000-01-01r3   rH   rY  r2   r   rE   z:Shape of passed values is \(1, 3\), indices imply \(1, 4\)r2   rW   r   r   z:Shape of passed values is \(3, 1\), indices imply \(1, 4\)Must pass 2-d inputr3   r3   r3   r   :Shape of passed values is \(2, 3\), indices imply \(1, 3\)rJ   rS  :Shape of passed values is \(2, 3\), indices imply \(2, 2\)r   rk   z,2 columns passed, passed data had 10 columnsr      )r   Ztwosr   r6  FT)rc   rd   r   r   r6   r   r7   r8   r!   ra   r   r  r   r   )r=   re   r>   rA   rA   rB   test_constructor_error_msgs  sj   
$z5TestDataFrameConstructors.test_constructor_error_msgsc                 C   s|   |dd t dD |dd t dD d}t|}tdd | D }t|| || }t|}t|| d S )Nc                 s       | ]	}|d | fV  qdS )g      $@NrA   r   rA   rA   rB   r         zKTestDataFrameConstructors.test_constructor_subclass_dict.<locals>.<genexpr>r   c                 s   ri  )g      4@NrA   r   rA   rA   rB   r     rj  r  c                 S   s   i | ]\}}|t | qS rA   )r   items)r   colvalrA   rA   rB   rB    s    zLTestDataFrameConstructors.test_constructor_subclass_dict.<locals>.<dictcomp>)r   r   rk  r;   r<   )r=   Zdict_subclassr   r?   ZrefdfrA   rA   rB   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   rk   rV   )r6   rb   r   rW   rk  r   r   r   rz   r   r   r;   r<   )r=   r   r   kvdctr%  r@   rA   rA   rB   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   rs  r   r   r   )r{   r   r   rv   r   )r6   ra   r   r;   assert_numpy_array_equalr   r=   r@   r?   rA   rA   rB   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 )NrK   rJ   r(  r)  r   3)r)  r   rw  r  r4   r3   rk   r   )r   r   rN   r5   r6   r(   r   )r=   	test_datar%  rA   rA   rB   test_constructor_dict_cast  s   z4TestDataFrameConstructors.test_constructor_dict_castc                 C   sz   t ttdtdt ttdtjddd}t	j
tdd t|td W d    d S 1 s6w   Y  d S )Nrg     rJ   r  zcould not convert stringr\   r4   )r   r   r   r;   ZmakeStringIndexr6   r   r   standard_normalrc   rd   r   r   r   )r=   rx  rA   rA   rB   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 )NZCol1zA String)ZRow1Row2r}  )r6   rb   r   r   r   )r=   r{   r?   rA   rA   rB   !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 )NrK   rJ   rv   r   r   )r   r   r   )r=   dmrA   rA   rB   "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rK   rJ   r3   ra  r   c                 S   s   i | ]	\}}|t |qS rA   )r   )r   ro  rp  rA   rA   rB   rB  #  s    zMTestDataFrameConstructors.test_constructor_dict_of_tuples.<locals>.<dictcomp>FZcheck_dtype)r   rk  r;   r<   r=   r   rr   r@   rA   rA   rB   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 )Nr3   rE   r   r,  )r3   r2   r   r   r   r;   r<   r  rA   rA   rB   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 )Nr3   r   r,  rJ   rK   r   )iterr   reversedr   r;   r<   r  rA   rA   rB   "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   rA   r  rA   rA   rB   r   8  r   zPTestDataFrameConstructors.test_constructor_dict_of_generators.<locals>.<genexpr>r3   r   r,  r  )r   r  r   r;   r<   r  rA   rA   rB   #test_constructor_dict_of_generators6  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   rK   rJ   )r	  r	  r	  jr  r	  rE   r   r2         	   ))rv   rv   rM  )r   r   c                 S      g | ]}|d  qS rK   rA   r   rA   rA   rB   r   F  r   zNTestDataFrameConstructors.test_constructor_dict_multiindex.<locals>.<listcomp>c                 S   r  r   rA   r   rA   rA   rB   r   F  r   rV   g     ^@o   )r   r  r  r  zc                 S   r  r  rA   r   rA   rA   rB   r   Q  r   c                 S   r  r  rA   r   rA   rA   rB   r   Q  r   F)Ztupleize_colsrY  )sortedrk  r   r   rU  TrW   r;   r<   insertr   r   r   )r=   r{   Z_dr?   r@   rA   rA   rB    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 rJ   rA   r   r	  sr   rA   rB   rB  ]  rC  ziTestDataFrameConstructors.test_constructor_dict_datetime64_index.<locals>.create_data.<locals>.<dictcomp>)	enumerater  Zdates_as_strr  rB   create_data\  s   zUTestDataFrameConstructors.test_constructor_dict_datetime64_index.<locals>.create_datac                 S      t | dS )Nz%Y-%m-%d)r	   strptimer   rA   rA   rB   r   `  r   zRTestDataFrameConstructors.test_constructor_dict_datetime64_index.<locals>.<lambda>r   r   rK   rJ   r3   rJ   r2   rE   c                 S   r   rA   )r   )r   rU   rA   rA   rB   r   j  r   zTTestDataFrameConstructors.test_constructor_dict_datetime64_index.<locals>.<listcomp>rV   )r6   r   r   r   r;   r<   )	r=   r  Zdata_datetime64Zdata_datetimeZdata_Timestampr@   Zresult_datetime64Zresult_datetimeZresult_TimestamprA   r  rB   &test_constructor_dict_datetime64_indexX  s&   

z@TestDataFrameConstructors.test_constructor_dict_datetime64_indexz
klass,namec                 C   r  Nr;  )r6   timedelta64r  rA   rA   rB   r   w  r   r  c                 C   s
   t | dS )N)days)r
   r  rA   rA   rB   r   x  r   Zpytimedeltac                 C   s
   t | dS r  r   r  rA   rA   rB   r   y  r   zTimedelta[ns]c                 C   s   t | ddS )Nr;  r  )r   rY   r  rA   rA   rB   r   z  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rK   rJ   r3   r2   c                    r  r  rA   r  klassrA   rB   rB    rC  zUTestDataFrameConstructors.test_constructor_dict_timedelta64_index.<locals>.<dictcomp>r   r  rJ   r2   rE   c                 S   s   g | ]}t |d qS )r;  r  )r   tdrA   rA   rB   r         zUTestDataFrameConstructors.test_constructor_dict_timedelta64_index.<locals>.<listcomp>rV   )r  r   r;   r<   )r=   r  r`   Z	td_as_intr   r@   rr   rA   r  rB   'test_constructor_dict_timedelta64_indext  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2012-01r   z2012-04r   freq)z
2012-02-01z
2012-03-01r   r;  r   rv   r   )pdZPeriodIndexr   r5   r:   rm   ro   r   rA   rA   rB   test_constructor_period_dict  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 )Nrv   r   rV   rb  )r   r5   r;   r<   )r=   Zea_scalar_and_dtypeZ	ea_scalarZea_dtyper?   r@   rA   rA   rB   &test_constructor_dict_extension_scalar  s
   z@TestDataFrameConstructors.test_constructor_dict_extension_scalarz
data,dtypez2020-01r   )leftrightr/   r  z
2011-01-01
US/EasternrI   r  )unitrI   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   rK   rv   r   rb  rJ   r4   r   )r   r5   r  ra   r;   r<   )r=   r   r5   r?   r>   r@   rA   rA   rB   &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 |< qDq?t||dj}t|| d S )Nz1/1/2000r   r`  rJ   r   r   r   rV   )r  period_ranger   r6   r   r   r{  r   rW   r4  
setdefaultr;   r<   r  )r=   r   r?   r   rl  rowrr   rA   rA   rB   "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 )NrS  r4   r   rK   rJ   rY  r3   )r3   r   r  r[   r\   r   rW   r5   re  rf  rk   rc  rd  Tr1  rV   r   )r   r3   r   )r3   r   )r   r   rN   rW   r   r6   r   rc   rd   r   r/   r   r5   r   r;   r   r   r   )r=   r   matr%  re   rA   rA   rB   _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   rK   r   r   rJ   )r  r6   r   r   rN   r*  rA   rA   rB   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 )NrS  r4   r   r   r   rK   rJ   r   rK   rJ   rY  r   r   )r  r   
masked_allr   r   r6   r"  asarray)r=   r  r%  rA   rA   rB   test_constructor_maskedarray  s   z6TestDataFrameConstructors.test_constructor_maskedarrayz7ignore:elementwise comparison failed:DeprecationWarningc                 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 t|g dddgtjd W d    n1 sw   Y  t |}d|d	< d|d
< t|g dddgd}d|d dd ksJ d|d dd ksJ 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 s,J t|g dddgtd}|jjtksAJ t |}d|d	< d|d
< t|g dddgd}|d d du sdJ |d d du soJ d S )NrS  r4   r   rK   rJ   rY  r3   r  r   r  r   r   rg   z8datetime64\[ns\] values and dtype=int64 is not supportedr\   r^   TF)r   r  r   r   rN   rW   r   r6   r"  r  r(   r   r5   r   r"   rc   rd   r   r/   r   r  rm   )r=   r  r%  Zmat2re   rA   rA   rB   %test_constructor_maskedarray_nonfloat   sR   


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)rJ   rJ   r4   r   rk   rK   rJ   rY  r  r  r   )
r   r  r   Zharden_maskr   r6   rb   r;   r<   r   )r=   Zmat_hardrr   r@   rA   rA   rB   %test_constructor_maskedarray_hardenedd  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)Zpricer  r4   F)maskzPass \{name: data\[name\]r\   )r6   r   ra   r  r   r   Z	mrecarrayrc   rd   r   r   r   r=   r   rA   rA   rB   %test_constructor_maskedrecarray_dtypez  s   "z?TestDataFrameConstructors.test_constructor_maskedrecarray_dtypec                 C   s   t g d}|jjdksJ d S )NrV   r   )r   r   shaperi   rA   rA   rB   test_constructor_corner_shape  s   
z7TestDataFrameConstructors.test_constructor_corner_shapez%data, index, columns, dtype, expectedr   rv   r   r(   r   c                 C   s"   t ||||}|jj|ksJ d S r   )r   r   r5   )r=   r   rW   r   r5   r@   r?   rA   rA   rB   test_constructor_dtype  s   z0TestDataFrameConstructors.test_constructor_dtypezdata,input_dtype,expected_dtype)TFNbooleanr   r   NZFloat64)rK   rJ   NInt64r   stringc                 C   s(   t d|i|d}|d j| ksJ d S )Nrv   r4   r  )r=   r   Zinput_dtypeZexpected_dtyper?   rA   rA   rB   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 )NrK   Tr   y              @r   )r   r  r   complexrm   r   rV   r   r  r   r  rm   )	r   r6   r7   r5   r/   r  r(   r   r   )r=   r   r?   rA   rA   rB   !test_constructor_scalar_inference  s   z;TestDataFrameConstructors.test_constructor_scalar_inferencec                 C   s   t tjd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 s;w   Y  d S )	NrJ   r   Tr   rv   zmust pass an indexr\   F)r   r6   r   r   r{  r   r;   r<   rc   rd   r   )r=   r?   r&  rA   rA   rB   #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 Nr4   )r   r;   r<   r6   r/   r   r5   )r=   r   r?   Z	df_castedrA   rA   rB   test_constructor_DataFrame  s   z4TestDataFrameConstructors.test_constructor_DataFramec                 C   s*   t t  dd}t g dd}t|| d S )Nrm   r4   r   )r=   actualr@   rA   rA   rB    test_constructor_empty_dataframe  s   z:TestDataFrameConstructors.test_constructor_empty_dataframec                 C   s  t jdd}t|dgt dd}|jjdksJ t jdd}t|}|jjdks1J |jjdks9J tddgt dd}|jjdksLJ tddgd}|jjd	ks[J tt dd
}|jjdkskJ 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 )NrJ   r   r   rY  r   rk   r   rJ   r   )r   rJ   rV   )r   r   r   r   r4   rK   z(could not convert string to float: 'foo'r\   rW   r   r5   r  )r6   r   r   r{  r   r7   r   ndimr  ra   rm   r8   rc   rd   r   r   r/  r;   r<   r   r   r(   rN   r   r5   )r=   r   r>   r  r  re   rA   rA   rB   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 )NrV   r   rk   r   c                   s   s    dE d H  d S r   rA   rA   rA   rA   rB   	empty_gen  s   zHTestDataFrameConstructors.test_constructor_empty_list.<locals>.empty_genr   )r=   r?   r@   r  rA   rA   rB   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 )NrK   rv   rJ   r   numr9   rO  r   r   c                 S      g | ]}t |qS rA   r6   ra   r   rA   rA   rB   r     r  zLTestDataFrameConstructors.test_constructor_list_of_lists.<locals>.<listcomp>)	r   r   r5   r6   r   r7   r   r;   r<   )r=   r?   r@   r   rr   rA   rA   rB   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 )NrK   rJ   r4   r   )rJ   rK   )r   r6   ra   rm   r   r  r;   r<   r  rt  r   )r=   serr>   r?   r@   rA   rA   rB   .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abcdZcdefr  r2   r   rE   r  r   )r   r   r   Zfrom_arraysr;   r<   )r=   r   rr   rW  r@   rA   rA   rB   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   rc   rd   r   r   r=   r   re   rA   rA   rB   0test_constructor_wrong_length_nested_list_column!  s
   "zJTestDataFrameConstructors.test_constructor_wrong_length_nested_list_columnc                 C   r  )Nr  r  zall arrays must be same lengthr\   r  r  r   r  r  rA   rA   rB   2test_constructor_unequal_length_nested_list_column)  s
   "zLTestDataFrameConstructors.test_constructor_unequal_length_nested_list_columnr   
2021-01-01r   rT   c                 C   s:   t |g ddgd}t dtdgd i}t|| d S )Nr,  r   r   r  r3   )r   r   r;   r<   r  rA   rA   rB   &test_constructor_one_element_data_list2  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=   lstrA   rA   rB   __init__F     
zYTestDataFrameConstructors.test_constructor_sequence_like.<locals>.DummyContainer.__init__c                 S   s   | j |S r   )r  __getitem__)r=   nrA   rA   rB   r  I  s   z\TestDataFrameConstructors.test_constructor_sequence_like.<locals>.DummyContainer.__getitem__c                 S   s
   | j  S r   )r  __len__)r=   rA   rA   rB   r  L  r  zXTestDataFrameConstructors.test_constructor_sequence_like.<locals>.DummyContainer.__len__)r  N)__name__
__module____qualname__r  r  r   r  rA   rA   rA   rB   DummyContainerE  s    
r  rK   rv   rJ   r   r  r9   r   Fr  )r   Sequencer   r;   r<   )r=   r  Zlst_containersr   rr   r@   rA   rA   rB   test_constructor_sequence_likeA  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   ra   r   r   r;   r<   rQ  rA   rA   rB   test_constructor_stdlib_arrayU  s   $z7TestDataFrameConstructors.test_constructor_stdlib_arrayc                 C   s,   t td}t ttd}t|| d S Nr   r   r   r   r;   r<   rQ  rA   rA   rB   test_constructor_range`  s   z0TestDataFrameConstructors.test_constructor_rangec                 C   s@   t tdtdg}t ttdttdg}t|| d S r  r  rQ  rA   rA   rB   test_constructor_list_of_rangesf  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>.Iterr  c                 s   s    t dD ]}g dV  qd S )Nr   r  )r   )r=   r	  rA   rA   rB   __iter__n  s   zJTestDataFrameConstructors.test_constructor_iterable.<locals>.Iter.__iter__N)r  r   r  r   r
  rA   rA   rA   rB   Iterm  s    r  r  r   r   )r=   r  r@   rr   rA   rA   rB   test_constructor_iterablek  s   
z3TestDataFrameConstructors.test_constructor_iterablec                 C   s0   t ttd}t ttd}t|| d S r  r   r  r   r   r;   r<   rQ  rA   rA   rB   test_constructor_iteratorv  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 r  r  rQ  rA   rA   rB   "test_constructor_list_of_iterators{  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   rA   r  rA   rA   rB   r     r   zGTestDataFrameConstructors.test_constructor_generator.<locals>.<genexpr>r   c                 s   r   r   rA   r  rA   rA   rB   r     r   c                 s   s    | ]}|d gV  qdS )rv   NrA   r  rA   rA   rB   r         rv   rL   Fr  )r   r   r   r;   r<   )r=   Zgen1Zgen2r@   rr   genrA   rA   rB   test_constructor_generator  s   z4TestDataFrameConstructors.test_constructor_generatorc                 C   s*   t i g}t tdg d}t|| d S )NrK   r   )r   r   r;   r<   rQ  rA   rA   rB   test_constructor_list_of_dicts  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   rK   )rv   rJ   )r   rJ   )rv   r   r   r   rK   rJ   r   )r   r   r   rv   )r   rW   )r   r   r;   r<   )r=   Znested1Znested2r   rr   r@   rA   rA   rB   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 )NrJ   rK   r   rv   r   r   )r=   r  r@   r   rr   rA   rA   rB   ,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 )NrJ   r   rK   rv   rM  r   r   )r=   r  Zrow_oneZrow_twoZ	row_threer@   rr   rA   rA   rB   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   rv   r   r  )r   r9   r  rA   rA   rB   r     rC  z[TestDataFrameConstructors.test_constructor_list_of_series_aligned_index.<locals>.<listcomp>r3   r,  r  )0r)  r   rY  r  )r=   seriesrr   r@   rA   rA   rB   -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   r  rA   rA   rA   rB   
CustomDict      r        ?r3   r   )r   r   r;   r<   )r=   r  r{   Zdata_customr   Zresult_customrr   rA   rA   rB   &test_constructor_list_of_derived_dicts  s   

z@TestDataFrameConstructors.test_constructor_list_of_derived_dictsc                 C   sb   t jddt jddd}tjtdd t| W d    d S 1 s*w   Y  d S )NrJ   r   r  r  z%All arrays must be of the same lengthr\   )r6   r   r   r{  rc   rd   r   r   r  rA   rA   rB   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 )Nr3   rv   r   rV   )r   r   r   Fr  )r   r   r   r;   r<   )r=   rq   r?   r@   rA   rA   rB   test_constructor_scalar  s   z1TestDataFrameConstructors.test_constructor_scalarc                 C   s"   t |d |jdgd}|  d S )Nr   r   )r   rW   r   )r=   r   r?   rA   rA   rB    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 )NrK   rJ   r3   r]  r   )r2   r3   rJ   rK   )r   Zquxr^  r   rV   rk   zambiguous orderingr\   rv   r   r   r  )	r   r   rW   Zis_monotonic_increasingrc   rd   r   r;   r<   r  rA   rA   rB   &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 )NrK   rJ   r3   r2   r3   r2   r   r  rA   rA   rB    test_constructor_mixed_type_rows  s   z:TestDataFrameConstructors.test_constructor_mixed_type_rowsztuples,lists)rA   rA   r  ra  c                 C   s    t |}t |}t|| d S r   r   )r=   rV  listsrr   r@   rA   rA   rB   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  r&  r   r   r;   r<   rQ  rA   rA   rB   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 )NZPandasabrK   r3   rJ   r2   r   )r   r  r   r  r   )r   r   r   r;   r<   )r=   Znamed_tuplerV  r@   rr   rA   rA   rB   $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   r3   rK   r   r   )r   r   r   r;   r<   )r=   r.  r   r@   rr   rA   rA   rB   $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   r3   rK   )r   r   r2  r3  )r   r   r   r6   rb   r;   r<   )r=   r.  r1  r   r@   rr   rA   rA   rB   7test_constructor_list_of_dataclasses_with_varying_types5  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   rK   r/  )r   r   rc   rd   r   reescaper   )r=   r.  re   rA   rA   rB   1test_constructor_list_of_dataclasses_error_thrownC  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 )NrK   r2   r  r   )FirstSecondThirdFourthr   rJ   rH  r  )r9  r8  r;  r:  rE   r3   r1   r     rK  )r9  r8  r;  r:  YYYXXXr  ra  )r  r  r  )r   rH  r1   )NNr<  )NNrK  )r8  r9  r:  r;  r=  r>  r   )r=   r   r@   rr   rA   rA   rB   #test_constructor_list_of_dict_orderL  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	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 stw   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   r  r   rJ   r   rl   r3   rK  rV   z<Shape of passed values is \(10, 1\), indices imply \(10, 2\)r\   rK   r   r`   r5   )r   	Unnamed 0rA  r   )r   r   r   r;   r   rW   r6   r   r   r{  r<   r   rc   rd   r   rm   r  )r=   rv   r?   r>   r  r@   re   s1rA   rA   rB   test_constructor_Series_named`  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   rl   rK   r   )r   r   r;   r<   r   to_framer   )r=   s0rB  rA   rA   rB   )test_constructor_Series_named_and_columns  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   r  rV   rv   r   r   )	r   r   r   r   r   r;   r<   r   rW   )r=   rB  s2Zother_indexdf1Zexp1r   Zexp2rA   rA   rB   +test_constructor_Series_differently_indexed  s   zETestDataFrameConstructors.test_constructor_Series_differently_indexedz#name_in1,name_in2,name_in3,name_out))rq   rq   rq   rq   )rq   rq   NN)rq   NNN)idx1idx2NN)rJ  rJ  rK  N)rJ  rK  Z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   rl   )r   r   r{   )r   r{   ec                 S   s"   i | ]\}}|t g d |dqS )r,  rV   r   )r   r	  r   rA   rA   rB   rB    s    zJTestDataFrameConstructors.test_constructor_index_names.<locals>.<dictcomp>)r   r   r  rv   r   r   r{   rL  r   rK   rJ   rV   )r   r   r   r6   rb   r;   r<   )
r=   Zname_in1Zname_in2Zname_in3Zname_outindicesr  rr   Zexp_indr@   rA   rA   rB   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   r3   r   )r   rW   r   r   rO   r;   r   r   )r=   r   rW   r   rr   rA   rA   rB   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   rk   r  r   zdoes not match index lengthr\   )r   r   r;   r<   r   rc   rd   r   )r=   r   r?   re   rA   rA   rB   %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\   rK   r   r4   )rc   rd   r   r   r6   rb   r/   r8  rA   rA   rB   %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   rv   r   )r  r   )r   r   r;   r<   Zfrom_records)r=   r?   ZedfZidfrA   rA   rB   "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dd}t|| d S )Nr   rK   r  ZU5)r   rm   r9   r;   r<   r6   Zstr_ru  rA   rA   rB   (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   r5   r   )r=   Znullable_string_dtyper@   r?   rA   rA   rB   ,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   r/   rv   rK   rJ   r   r4   z*DataFrame constructor not properly called!r\   r   zincompatible data and dtype)r   r;   r<   r6   r  r  r:   rW   r   ra   rm   rc   rd   r   r   r   )r=   r?   re   rA   rA   rB   test_constructor_single_value  s8   	"z7TestDataFrameConstructors.test_constructor_single_valuec                 C   s  t t jj}t t j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 dt dg 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 )NrK   r   r   Z20010101  rJ   r   )r   rk   r   r;  Er   rV   r/   M8[s]M8[us]ZABCDErv   r   r   r   r4   r(   rm   )r6   r5   int_r`   r(   r   r   r   r	   r7   r   r   r   r;   rp   ra   )r=   ZintnameZ	floatnameZ
objectnamer?   rr   r@   rA   rA   rB   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 )Nr_  r;  r   startr  rH   c                 S      g | ]}|  qS rA   to_pydatetimer   tsrA   rA   rB   r   j  r   zNTestDataFrameConstructors.test_constructor_with_datetimes1.<locals>.<listcomp>rg   )r!   r   r5   )r=   ind	datetimesZ
datetime_srA   rA   rB    test_constructor_with_datetimes1g  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 )Nr_  r;  r   ra  c                 S   rc  rA   rd  rf  rA   rA   rB   r   q  r   zNTestDataFrameConstructors.test_constructor_with_datetimes2.<locals>.<listcomp>c                 S   rc  rA   )r   rf  rA   rA   rB   r   r  r   ri  r   datesdatetime64[ns]rm   rV   )r!   r   r   r   r6   r5   r;   rp   )r=   rh  ri  rk  r?   rr   r@   rA   rA   rB    test_constructor_with_datetimes2n  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    rK   zEnd Dater   rV   r   zdatetime64[us, US/Eastern]datetime64[ns, US/Eastern])
pytztimezonelocalizer	   r   iatr;   rp   r   r   )r=   rI   rU   r?   rA   rA   rB    test_constructor_with_datetimes3|  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20130101r3   r`  rX   r   UTCrG   r  )r!   r   rs  rI   r9   )r=   drr?   rA   rA   rB    test_constructor_with_datetimes4  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  rH   r  rI   rv   TZdropr!   r   Z	to_seriesZreset_indexr;   r<   )r=   r	  r@   r?   rA   rA   rB    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 )
Nry  r   rz  r  r{  rH   r  r   Tr|  r}  )r=   r	  Zi_no_tzr?   r@   rA   rA   rB    test_constructor_with_datetimes6  s
   z:TestDataFrameConstructors.test_constructor_with_datetimes6r>   r   c                 C   s*   t |j}ttdg}t|| d S )Nrl  )r   r   r   r6   r5   r;   rp   )r=   r>   rr   r@   rA   rA   rB   %test_constructor_datetimes_with_nulls  s   
z?TestDataFrameConstructors.test_constructor_datetimes_with_nullsorder)Kr   r   Fr  )r   r;  hr   r  msusrT   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r5   r  rg   )r   r;  r  r   Cannot castr\   zdatetime64[s]r4   )	r6   ra   r   r:   rc   rd   r   r;   r<   )r=   r  r  r5   nar?   r@   rA   rA   rB   !test_constructor_datetimes_non_ns  s"   z;TestDataFrameConstructors.test_constructor_datetimes_non_ns)r;  r  r   r  r  r  rT   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  rK   r;  rJ   r2   r   r  )r;  r  r   r  zm8[r4   )r6   ra   r  r   r5   r   r;   r<   )	r=   r  r  r5   r  r?   Zexp_unit	exp_dtyper@   rA   rA   rB   !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   )r6   r7   r   rA   rA   rB   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   r.   r4   )r6   ra   r7   r   rA   rA   rB   r     s     r.   rv   l        l       r   r/   rK   rJ   r   r   r(   r3   rV   )rK   rJ   r2   r  )g333333?gffffff@gffffff@g333333@r  c                 S   s   g | ]}t d ddqS )  rK   )r	   r  rA   rA   rB   r   2  r  r2   )r   rJ   rs  r  rM  rm   rl  Zabcde)
r   r   r   r   r6   r5   r;   rp   r   r   )r=   r?   rr   r@   rA   rA   rB   %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   r"  )r=   r   coprA   rA   rB   test_constructor_frame_copyC  s   z5TestDataFrameConstructors.test_constructor_frame_copyc                 C   s@   |  }t|}|j|jusJ tt||_t|| d S r   )	r   r   rO   r6   r7   rN   rW   r;   r<   )r=   r   origr  rA   rA   rB   #test_constructor_frame_shallow_copyI  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   rE   r   r  r   Fi  )	r   r   r   r"  rO   r   r   r   r   )r=   r   rQ   r   r>   r?   rA   rA   rB   test_constructor_ndarray_copyT  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   )r/  r   r   rW   r"  )r=   r   r  r?   rA   rA   rB   test_constructor_series_copyr  s   z6TestDataFrameConstructors.test_constructor_series_copyr?   rV   g?g@r   r  r  )rY  rK   rJ   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\   rK   )r   rN   r   r   r6   r7   r"   rc   rd   KeyErrorr   rb   r;   rp   r<   )r=   r?   r	  ZindexerrA   rA   rB   test_constructor_with_nas|  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 )Nrv   FrK   )r   r6   rb   r5   r   )r=   r{   rA   rA   rB   &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   rK   r&  r4   r  )	r   r6   ra   r8   Zbroadcast_tor   r5   r;   r<   )r=   catr>   rr   r@   rA   rA   rB   *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   categoryr4   r_   r   r   rl   )r   r   r   r;   rp   rD  )r=   r?   r@   r  rr   rA   rA   rB   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:   rm   r;   r<   )r=   r  r?   r@   rA   rA   rB   -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   Zabdr   )rv   r   r{   r   r   r   r;   r<   r[  rA   rA   rB   (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{   rL  fr  r[  rA   rA   rB   %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   Zabdefgr  r[  rA   rA   rB   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)rK   rJ   r3   rK   r  r4   )rv   r   r   rv   Z20000101r3   r`  r   )r   
categoriesr   rV   )r   r:   r;   rp   r!   r   r6   rb   rW   r   r<   )r=   rk  r&  resrW   r@   r?   rA   rA   rB   #test_constructor_categorical_series  s    z=TestDataFrameConstructors.test_constructor_categorical_seriesr5   c                 C   s,   t dddgidg|d}|jj|ksJ d S )Nrv   rK   rJ   r   rW  )r   r   r5   )r=   r5   r   rA   rA   rB   %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 )Nrv   rK   rJ   r   rW  rm   )r   r;   BYTES_DTYPESr  &mark_array_manager_not_yet_implementedr   r5   r`   )r=   requestr5   rQ   r   rA   rA   rB   $test_check_dtype_empty_string_column	  s   
z>TestDataFrameConstructors.test_check_dtype_empty_string_columnc                 C   sL   t dtd j}t dti}t|| tt dtdj}t|| d S )Nr   r@  )r   rm   rD  r   r;   rp   r   rQ  rA   rA   rB   test_to_frame_with_falsey_names	  s
   z9TestDataFrameConstructors.test_to_frame_with_falsey_names)Nr)   r  c                 C   s\   t dg di|p	dd}t tddg|d}t|| t dtdi|d}t|| d S )Nr   )r   rK   rJ   r3   r2   r/   r4   r   rW  )r   r   r;   r<   )r=   r5   r@   rr   rA   rA   rB   test_constructor_range_dtype	  s
   z6TestDataFrameConstructors.test_constructor_range_dtypec                 C   sT   G dd dt }tg dg dg}t||g d|g dg}t|| d S )Nc                   @   r  )zETestDataFrameConstructors.test_frame_from_list_subclass.<locals>.ListNr  rA   rA   rA   rB   List,	  r  r  r  ra  )r   r   r;   r<   )r=   r  r@   rr   rA   rA   rB   test_frame_from_list_subclass*	  s    z7TestDataFrameConstructors.test_frame_from_list_subclassextension_arrZaabbcz1/1/2017z1/1/2018)rb  endr  c                 C   s$   t t|}t |}t|| d S r   r*  )r=   r  r@   rr   rA   rA   rB   %test_constructor_with_extension_array3	  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 )Nr3   rV   r   r,  )r   todayr   r   r   r   r;   r<   )r=   rp  tuprr   r@   rA   rA   rB   *test_datetime_date_tuple_columns_from_dictB	  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)'   rE   r2   )femalemaleunknownrV   )rJ      rJ         )r  r  r   r  r  r  rE   r2   )g      c@g     @n@g     b@r   r   )r  r  r  r  r   r   )r   r   r   r6   ra   rb   r;   r<   )r=   rB  rG  rr   r@   rA   rA   rB   /test_construct_with_two_categoricalindex_seriesJ	  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)orderedrV   )r   r   r    Zvalue_countsheadtailr   r   r   r6   rb   r;   r<   )r=   r  ser1ser2rr   rW   r@   rA   rA   rB   1test_constructor_series_nonexact_categoricalindexX	  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 )Nrn  r  r   r  rz  r   )Dater^  )Forecastingr^  r4   r  r  rK   )r	   r6   ra   r   r   r   r   )r=   rk  r>   r?   r  rA   rA   rB   test_from_M8_structuredr	  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                   @   r  )zOTestDataFrameConstructors.test_from_datetime_subclass.<locals>.DatetimeSubclassNr  rA   rA   rA   rB   DatetimeSubclass	  r  r  r	   i  rK   rl  )r	   r   r5   )r=   r  r   rA   rA   rB   test_from_datetime_subclass~	  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 )	NrD   r3   rF   rG   z@Shape of passed values|Passed arrays should have the same lengthr\   r2   rV   )r!   rc   rd   r   r   r   )r=   rR   re   rA   rA   rB   (test_with_mismatched_index_length_raises	  s
   "zBTestDataFrameConstructors.test_with_mismatched_index_length_raisesc                 C   sX   t dddd}t|}ttjdt||d}t|d j	t	ds*J d S )	Nz1/1/2000 00:00:00z1/1/2000 1:59:50rz  r  rJ   r  rk   rg   )
r!   r6   r  r   r   r   r{  rN   Z
issubdtyper5   )r=   r   rk  r?   rA   rA   rB   !test_frame_ctor_datetime64_column	  s   
 z;TestDataFrameConstructors.test_frame_ctor_datetime64_columnc                 C   s   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)rv   rv   r   r   )r   r   r   r   rJ   )r2   r2   c                 S   r  rA   r  r   rA   rA   rB   r   	  r  zYTestDataFrameConstructors.test_dataframe_constructor_infer_multiindex.<locals>.<listcomp>rV   r   )	r   r6   r   r   r{  r   rW   r   r   )r=   Zindex_listsmultirA   rA   rB   +test_dataframe_constructor_infer_multiindex	  s   zETestDataFrameConstructors.test_dataframe_constructor_infer_multiindex
input_valsr)  r   ry  Hr  r{  c                 C   s6   t d|i|d}t d|id|i}t|| d S )Nr   r4   )r   r:   r;   r<   )r=   r  r   rr   r@   rA   rA   rB   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  r4   )z1.0z2.0N)r   rm   r;   r<   )r=   r   rr   r@   rA   rA   rB   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 r2t	
j d tjddg|d }t d|d	d
d ddtf fdd}|s`|  tjjd drmd }	nt}	t j|	dd djd< djd< W d    n1 sw   Y  |s|d tjddgjdjd d df< jjd jksJ |s|s|d |r jjdkrވ 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sJ d S |sd dksJ d S d S )NrK   rJ   r4   r3   r2   )SUz2 get cast, making the checks below more cumbersomer   r   c                 S   s,   t | tjr	| jS t | jtjr| jjS tr   )r   r6   Zndarraybaser5   Z_ndarrayr   r   rA   rA   rB   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   rA   r   )r   rA   rB   r   	  r  zRTestDataFrameConstructors.test_dict_nocopy.<locals>.check_views.<locals>.<genexpr>rK   c                 3   *    | ]}t |jtjr| u V  qd S r   r   r5   r6   r   )rv   r  rA   rB   r   	      

c                 3   r  r   r  r   )r   r  rA   rB   r   	  r  )sumrO   r   )r  rv   r   r   r?   r  rA   rB   check_views	  s   "z?TestDataFrameConstructors.test_dict_nocopy.<locals>.check_viewsr   ZfciuOzincompatible dtyper\   r   rL   Tr  .   r   rT   )F)r;   STRING_DTYPESr  r  r  r6   ra   r5   r   rc   skipr  r   r   r  r   Zis_np_dtyper   r   FutureWarningZassert_produces_warningtype)
r=   r  r   Zany_numeric_ea_dtypeZany_numpy_dtyperQ   r   Zc_origr  warnrA   r  rB   test_dict_nocopy	  sR   
	
"z*TestDataFrameConstructors.test_dict_nocopyc                 C   s<   t g ddd}td|i}t|jj|d jjrJ d S )Nr  r  r4   rv   )r   r   r6   r   r   rM   )r=   r  r?   rA   rA   rB   "test_construct_from_dict_ea_series&
  s    z<TestDataFrameConstructors.test_construct_from_dict_ea_seriesc                 C   s2   t tddddgd}t dgd}t|| d S )NrK   r   rl   r   r   r*  rQ  rA   rA   rB   '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  ra  )r   r   r   r   r   ))r   rv   )r   r   )r   r   )r   r   rU  r;   r<   rQ  rA   rA   rB   test_nested_list_columns3
  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
2016-04-05r3   r`  rK   r   rK   r3   )r3   r2   r   rE   r  )r  r  rM   r:   rm   r8   r   r  r   r5   r"  ZIntervalIndexZfrom_breaksr6   Zr_r  r;   r<   )
r=   pir   r?   iiZdata2r   Zdata3r  r@   rA   rA   rB   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   r7  )r=   Zcol_aZcol_bre   rA   rA   rB   test_error_from_2darrayT
  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)rW   r   r   rv   r   r   r   rW   r5   )	r   r6   r   Z_valuesr   rb   rm   r;   r<   r[  rA   rA   rB   &test_from_dict_with_missing_copy_falsea
  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 )Nz:Shape of passed values is \(0, 1\), indices imply \(0, 2\)r\   rv   r   rO  )rc   rd   r   r   r6   ra   r8  rA   rA   rB   1test_construction_empty_array_multi_column_raisesr
  s   "zKTestDataFrameConstructors.test_construction_empty_array_multi_column_raisesc                 C   s8   t g ddgdd}t dg didd}t|| d S )N)r)  r   Nrv   r9   rW  r4   r   r[  rA   rA   rB   $test_construct_with_strings_and_nonex
  s   z>TestDataFrameConstructors.test_construct_with_strings_and_nonec                 C   s  t d d}tdddgi|tdg|dd}tdd tdddgi}W d    n1 s0w   Y  t|| tdddgi|tdg|dtd	d
g|dd}tdd tdddgid	d
gd}W d    n1 sow   Y  t|| tdddgidtdg|dd}tdd tdddgi}W d    n1 sw   Y  t|| tdddgidtdg|dd}tdd tdddgidd}W d    n1 sw   Y  t|| d S )Npyarrowstring[pyarrow_numpy]rv   r   r4   r5   r   future.infer_stringTr   r   )r5   r   rW   rV   rK   rm   )rc   importorskipr   r   r  option_contextr;   r<   r=   r5   r@   r?   rA   rA   rB   test_frame_string_inference~
  sB   

z5TestDataFrameConstructors.test_frame_string_inferencec                 C   sn  t d d}tdddgi|tdg|dd}tdd tdtddgi}W d    n1 s3w   Y  t	|| tddgd	d
gd|d}tdd ttdd	gdd
gg}W d    n1 siw   Y  t	|| tddgd	d
gd|tddg|dd}tdd ttdd	gdd
ggddgd}W d    n1 sw   Y  t	|| d S )Nr  r  rv   r   r4   r  r  Tr   r{   rL   r   r   )
rc   r  r   r   r  r  r6   ra   r;   r<   r  rA   rA   rB   .test_frame_string_inference_array_string_dtype
  s.   
$zHTestDataFrameConstructors.test_frame_string_inference_array_string_dtype)r  r   r  rC   rS   rZ   rf   rj   rs   r}   r   r   rc   markparametrizer   r   r   r   r   r   r   r   r   r   r   r  Zskip_array_manager_invalid_testr   r   r   r   r   r   r   r  r  r  r6   ra   rm   r  r*   r+   r,   r  r  r'  r+  r.  r0  r3  r5  r9  rb   r<  r   rG  rL  rP  rR  rX  r\  rh  rn  rr  rv  ry  r|  r~  r  r  r  r  r  r  r  r  r  r  r   r   r   r   r   r   r  r  r  r  r  filterwarningsr  r  r  r  r   r   r   r5   r   r  r  ZBooleanDtypeZFloat64DtypeZ
Int64DtypeZStringDtyper  r  r  r  r  r  r  r  r  r  r  r  rY   r  r  r  r  r	  r  r  r  r  r  r  r   r   r  r  r  r!  r"  r#  r$  r%  r'  r)  r+  r-  r0  r4  r7  r?  rC  rF  rI  rO  rP  rR  rS  rT  rU  rX  rZ  r`  rj  rm  rt  rx  r~  r  r	   rh   r   r   r  r  r  r  r  r  r  r  r   r  r  r  r  r  r  r  r  r  r;   ZALL_NUMERIC_DTYPESZDATETIME64_DTYPESZTIMEDELTA64_DTYPESZBOOL_DTYPESr  r  r  ZOBJECT_DTYPESr  r  Zarm_slowr  r  r   r&   r$   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  rA   rA   rA   rB   r0   L   s   		
!






	





&	



<	




		


8
A
"


	
'
	

	

&		&
 F;
"(,$&
					

	h"#r0   c                   @   sJ   e Zd Zdd Zdd Zejddddgdgd	d	d
gdggdd ZdS )&TestDataFrameConstructorIndexInferencec                 C   s   t jdddd}ttjdt||}t jdddd}ttjdt||}t||d}t jdddd}t	
|j| d S )	Nz1/1/19991/1/2012r   r  rJ   z1/1/1980z	12/1/2001)rB  rG  )r  r  r   r6   r   r   r{  rN   r   r;   r   rW   )r=   Zrng1rB  Zrng2rG  r?   r&  rA   rA   rB   Atest_frame_from_dict_of_series_overlapping_monthly_period_indexes
  s   zhTestDataFrameConstructorIndexInference.test_frame_from_dict_of_series_overlapping_monthly_period_indexesc                 C   s,  t ddd}ttd|d}ttd|dd}ttd|dd}ttd}t|||d}tt|jt|j t|j td}t	
|j| t|||d	}tt|jt|j t|j td}	t	
|j|	 t|||d
}
tt|jt|j t|j td}	t	
|
j|	 t|||d}tt|jt|j t|j td}t	
|j| d}tjt|d t||||d W d    n1 sw   Y  tjt|d t|||d W d    n1 sw   Y  tjt|d t|||d W d    d S 1 sw   Y  d S )NrD   r3   r`  rV   rv  z
US/Centralr   r4   )r   r   rk   )rk   r   r   )r   rk   r   z0Cannot join tz-naive with tz-aware DatetimeIndexr\   )r   rk   r   r;  )r   rk   r;  )r;  r   rk   )r!   r   r   rn   r   r   r   rW   rm   r;   r   rc   rd   r   )r=   rR   r  r  Zser3Zser4rH  Z	exp_indexr   Z
exp_index3r  Zdf4Z
exp_index4re   rA   rA   rB   /test_frame_from_dict_with_mixed_tzaware_indexes
  sF   $zVTestDataFrameConstructorIndexInference.test_frame_from_dict_with_mixed_tzaware_indexeszkey_val, col_vals, col_typerw  4utf8r3   r2   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 )Nr  )r  rK   rJ   r   )rc   r  r  r   ZArrowExtensionArrayra   
dictionaryr-   getattrr   r6   rb   r   r:   rm   r;   r<   )r=   Zkey_valZcol_valsZcol_typeparA  rr   r@   rA   rA   rB   %test_dict_data_arrow_column_expansion
  s   
	 &zLTestDataFrameConstructorIndexInference.test_dict_data_arrow_column_expansionN)	r  r   r  r   r  rc   r  r  r  rA   rA   rA   rB   r  
  s    ,r  c                   @   s   e Zd Zdd ZdS ))TestDataFrameConstructorWithDtypeCoercionc                 C   s~  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
 s9J t j|d< d}tjt|d t|dd W d    n1 sXw   Y  tjt|d t|d	 dd W d    n1 sww   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 )
NrJ   r  z)Trying to coerce float values to integersr\   r^   r4   r   r[   r   )r6   r   r   r{  rc   rd   r   r   roundr   r"  rb   r   r   r:   )r=   r>   re   r?   rA   rA   rB   "test_floating_values_integer_dtype  s,   
"zLTestDataFrameConstructorWithDtypeCoercion.test_floating_values_integer_dtypeN)r  r   r  r
  rA   rA   rA   rB   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$d% Zd&S )'&TestDataFrameConstructorWithDatetimeTZrI   r  zdateutil/US/Easternc           
      C   s   t dddd}||}td|d|d}td|j}|d	 j|ks$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   r  rV   rT   rk   c                 S   rc  rA   rd  rf  rA   rA   rB   r   2  r   zeTestDataFrameConstructorWithDatetimeTZ.test_construction_preserves_tzaware_dtypes.<locals>.<listcomp>c                 S   rc  rA   rd  rf  rA   rA   rB   r   3  r   rw  dr_tzdatetimes_naivedatetimes_with_tzrl  r  )rw  r  r  r  )r!   rn   r   r   tzinfor5   r   r   r6   r;   rp   )
r=   rI   rw  r  r?   Ztz_expectedr  r  rr   r@   rA   rA   rB   *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   rl  r4   /Cannot unbox tzaware Timestamp to tznaive dtyper  r  rW  )r   re  rc   rd   r   r   r   r6   ra   rm   r   )r=   Ztz_aware_fixturer  rI   rg  re   Zmsg2rA   rA   rB   'test_constructor_data_aware_dtype_naiveD  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 )Nru  r3   r  rG   r   rl   Z20130110r`  r  r   zM8[ns, US/Easternrk   )r   r!   r   r5   r`   r;   rp   r   )r=   rq   rw  r?   rA   rA   rB   test_from_dictf  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 )	Nru  r3   r  r   )rH   rI   r`   rl   rG   r   )r!   r   r;   rp   r   )r=   rK  r   rA   rA   rB   test_from_indext  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   r`  rV   r   r   )r!   r   r   r   )r=   rw  r  rA   rA   rB   +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   r  rV   rk   )r!   r   r   r"   r"  )r=   rw  rg  r{   rA   rA   rB   +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20130101T10:00:00r3   r  r  )rb  rH   r  rI   Z
timestampsr   r  z20130101T10:01:00z20130101T10:02:00)r!   r   r   r;   r<   )r=   rw  rr   r@   rA   rA   rB   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[    r   333333?@)r  r[  r"  )r  r  )r[  r"  i  r   )r   r#  )r!  r$  rY  )r   r6   rb   r   r;   r<   )r=   r   poprr   r@   rA   rA   rB   test_nested_dict_construction  s   

zDTestDataFrameConstructorWithDatetimeTZ.test_nested_dict_constructionc                 C   sd   t dddd}|jtdd}t|}|jdksJ |j|jk	 s&J ||k	 	 s0J d S )Nz2016-04-05 04:30r3   rv  rG   rK   r   r  )
r!   rM   r:   rm   r8   r   r  r   r5   r"  )r=   rR   r   r?   rA   rA   rB   test_from_tzaware_object_array  s   zETestDataFrameConstructorWithDatetimeTZ.test_from_tzaware_object_arrayc              	   C   s   t jtdtdtdgtdddtjtdddgtdd	dtjtd
d	dggtdj}t|g dd}g d}|j|k	 sAJ d S )Nz2013-01-01 00:00:00z2013-01-02 00:00:00z2013-01-03 00:00:00z2013-01-01 00:00:00-0500r  r  z2013-01-03 00:00:00-0500z2013-01-01 00:00:00+0100ZCETz2013-01-03 00:00:00+0100r4   r   r   )rl  ro  zdatetime64[ns, CET])
r6   ra   r   r  r   rm   r  r   r   r"  )r=   r>   r  Zexpected_dtypesrA   rA   rB   $test_from_tzaware_mixed_object_array  s*   



zKTestDataFrameConstructorWithDatetimeTZ.test_from_tzaware_mixed_object_arrayc                 C   s:   t dd}t|dd}t|d}t|| d S )Nr   )r   rJ   zdatetime64[ns, UTC]r4   )r6   r7   r8   r   r:   r;   r<   )r=   Z
array_dim2r?   r@   rA   rA   rB   test_from_2d_ndarray_with_dtype  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>   rK   rJ   r3   'z' type is unorderedr\   rv   )r  rc   rd   r   r   r   )r=   r   r   re   rA   rA   rB   !test_construction_from_set_raises  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   r1   rl  r4   r2   r3   c                 s   s    | ]}t |tV  qd S r   )r   r#   )r   r>   rA   rA   rB   r     s    zeTestDataFrameConstructorWithDatetimeTZ.test_construction_from_ndarray_datetimelike.<locals>.<genexpr>)r6   r7   r8   r   r"  rO   r   r   rA   rA   rB   +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 sSw   Y  d S )NrJ   r  r   z'len\(arrays\) must match len\(columns\)r\   r   rW  )r   r   rs  r   r   )r6   r   r   r{  r  ra   r5   rc   rd   r   r   )r=   r>   r5   re   Zarr2rA   rA   rB   >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  ra  zindex cannot be a setr\   rv   r   rV   zcolumns cannot be a set>   r   rv   r   r   r7  r  rA   rA   rB   "test_columns_indexes_raise_on_sets  s   "zITestDataFrameConstructorWithDatetimeTZ.test_columns_indexes_raise_on_setsN)r  r   r  rc   r  r  r  r  r  r  r  r  r  r&  r'  r(  r)  set	frozensetr+  r,  r-  r.  rA   rA   rA   rB   r  &  s&    

!	

r  c                 C   s   t | tr
| jd S | jd S )Nr   r   )r   r   r   r  rA   rA   rB   get1  s   


r1  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	
deejgdd Zdd Z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  rA   rA   rB   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 )
NrW   rJ   r   r   c                    s   | | dfi  |S )NrL   rA   r   kwargsextrar   rA   rB   r     s    z,TestFromScalar.constructor.<locals>.<lambda>c                    s   d| ifi  |S Nr   rA   r;  r=  rA   rB   r   !  r  c                    s   | | gfi  |S r   rA   r;  r=  rA   rB   r   #  r  c                    s   d| | gifi  |S r?  rA   r;  r=  rA   rB   r   %  s    )r   r   	functoolspartialr   r   )r=   r   r9  rA   r=  rB   r     s   
zTestFromScalar.constructorr5   rg   r   c                 C   s8   |t j|d}t|j|ksJ t| sJ d S r  )r  r   r6   r"  r   r"   )r=   r5   r   r   rA   rA   rB   test_from_nat_scalar'  s   z#TestFromScalar.test_from_nat_scalarc                 C   s(   t d}||dd}t||ksJ d S )NrK   r   r4   r   r1  )r=   r   r  r   rA   rA   rB   *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 )NrK   rg   r4   rC  )r=   r   Zfixed_now_tsrg  r   rA   rA   rB   *test_from_timestamp_scalar_preserves_nanos3  s   z9TestFromScalar.test_from_timestamp_scalar_preserves_nanosc                 C   s4   t d}| }||td}tt|tjsJ d S )NrK   r4   )r   Zto_timedelta64rm   r   r1  r6   r  )r=   r   r  Ztd64r   rA   rA   rB   #test_from_timedelta64_scalar_object9  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 )Nr   rT   r   rg   z?dtype datetime64\[ns\] cannot be converted to timedelta64\[ns\]z?dtype timedelta64\[ns\] cannot be converted to datetime64\[ns\]|r  r\   r4   r2   )r6   r   r  joinrc   rd   r   )r=   r   rG  r:  r5   Zmsg1re   rA   rA   rB   (test_from_scalar_datetimelike_mismatched@  s   


"z7TestFromScalar.test_from_scalar_datetimelike_mismatchedc                 C   s   |t u s|tu r|tu rtjjddd}|j| tddd}d}|t	j
u r/t	
|d}d}||}	t|	}
t|	}t|
tu sDJ |
jj|ksLJ ||ksRJ d S )	NziTimestamp constructor has been updated to cast dt64 to non-nano, but DatetimeArray._from_sequence has notTreasonstrict'  rK   r^  r;  r]  )r   r   r   rc   r  xfailnode
add_markerr	   r6   r   r1  r;   	get_dtyper  r   asm8r5   r=   r   rG  r  r9  r   r  r:  r  rr   itemr5   rA   rA   rB   #test_from_out_of_bounds_ns_datetimeR  s"   

z2TestFromScalar.test_from_out_of_bounds_ns_datetimec                 C   sR   t t t jjd}||}t|}t|t ju sJ t|}|t	ks'J d S r  )
r6   r   iinfor/   maxr1  r  r;   rR  rm   )r=   r   r:  rr   rU  r5   rA   rA   rB   test_out_of_s_bounds_datetime64n  s   
z.TestFromScalar.test_out_of_s_bounds_datetime64c                 C   s   |t u s|tu r|tu rtjjddd}|j| tdddtddd }d}|t	j
u r5t	
|d}d	}||}	t|	}
t|	}t|
tu sJJ |
jj|ksRJ ||ksXJ d S )
NzoTimedeltaArray constructor has been updated to cast td64 to non-nano, but TimedeltaArray._from_sequence has notTrK  rN  rK   i  zm8[us]r;  zm8[s])r   r   r   rc   r  rO  rP  rQ  r	   r6   r  r1  r;   rR  r  r   rS  r5   rT  rA   rA   rB   $test_from_out_of_bounds_ns_timedeltav  s"   

z3TestFromScalar.test_from_out_of_bounds_ns_timedeltac                 C   sN   |t t jjd}||}t|}t||u sJ t|}|tks%J d S r  )	r6   rW  r/   rX  r1  r  r;   rR  rm   )r=   r   rG  r:  rr   rU  r5   rA   rA   rB    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\   rg   r4   )r   r   r   r   r   rc   rd   )r=   r   r9  r   rI   rg  re   errrA   rA   rB   test_tzaware_data_tznaive_dtype  s   "z.TestFromScalar.test_tzaware_data_tznaive_dtype)r  r   r  rc   fixturer   r   r9  r   r  r  rB  rD  rE  rF  r6   r   r  rJ  r	   rV  rY  r
   rZ  r[  r]  rA   rA   rA   rB   r2    s(    






r2  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 )TestAllowNonNanoTFr3  c                 C   r5  r   r6  r8  rA   rA   rB   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   r4   )	r6   r7   r:   r/   r   r'   Z_simple_newr5   r#   )r=   r`  r   rA   rA   rB   r>     s
   zTestAllowNonNano.arrc                 C      t |}|j|jksJ d S r   )r   r5   )r=   r>   rq   rA   rA   rB   test_index_allow_non_nano     z*TestAllowNonNano.test_index_allow_non_nanoc                 C   s,   |rt |}nt|}|j|jksJ d S r   )r  ZTimedeltaIndexr   r5   )r=   r>   r`  rq   rA   rA   rB   test_dti_tdi_allow_non_nano  s   z,TestAllowNonNano.test_dti_tdi_allow_non_nanoc                 C   ra  r   )r   r5   )r=   r>   r  rA   rA   rB   test_series_allow_non_nano  rc  z+TestAllowNonNano.test_series_allow_non_nanoc                 C   s    t |}|jd |jksJ d S r   r   r   r5   r   rA   rA   rB   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   rf  r   rA   rA   rB   #test_frame_from_dict_allow_non_nano  s   z4TestAllowNonNano.test_frame_from_dict_allow_non_nanoN)r  r   r  rc   r^  r`  r>   rb  rd  re  rg  rh  rA   rA   rA   rB   r_    s    

r_  )Hra   collectionsr   r   r   r   collections.abcr   dataclassesr   r	   r   r
   r@  r5  numpyr6   r   Znumpy.mar   rc   rp  Zpandas._libsr   Zpandas.errorsr   Zpandas.util._test_decoratorsutilZ_test_decoratorsr  Zpandas.core.dtypes.commonr   Zpandas.core.dtypes.dtypesr   r   r   r   Zpandasr  r   r   r   r   r   r   r   r   r   r   r   r   r    r!   r"   Zpandas._testingZ_testingr;   Zpandas.arraysr#   r$   r%   r&   r'   r   r   r0   r  r  r  r1  r2  r_  rA   rA   rA   rB   <module>   sj    D                     K  a !