o
    ҷh[                    @   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)float16float32float64)uint8uint16uint32uint64int8int16int32int64c                   @   s  e Zd Zdd Zdd Zdd Zdd Zd	d
 Zdd Zdd Z	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 Zdؐdل 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 rD   W/var/www/html/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tzr6      r      r   rN   )	r!   _datar;   r   r>   r?   len_mgrblocks)r@   using_array_managerdtidtarB   rC   rD   rD   rE   &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   indexrN   )rY   value)r   
tz_convertas_unitr   r>   r?   )r@   rY   rB   rC   rD   rD   rE   )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 )
NrN   rM   r6   9Cannot convert non-finite values \(NA or inf\) to integermatchi8r7   r   r8   name)r9   arraynanpytestraisesr   r   r   )r@   rA   msgrD   rD   rE   -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	   nowr8   r9   r@   rB   rD   rD   rE   %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re   rI   objectr7   )	r   tz_localizer   r9   rf   tolistr8   r>   assert_series_equal)r@   naiveidxrC   resultrD   rD   rE   +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arN   rM   r6   r5   recordsorientr   to_dict)r@   col_underscorerB   dref_drD   rD   rE   6test_columns_with_leading_underscore_work_with_to_dict   
   zPTestDataFrameConstructors.test_columns_with_leading_underscore_work_with_to_dictc                 C   rz   )	N1_br|   rN   rM   r6   r5   r}   r~   r   )r@   col_with_numrB   r   r   rD   rD   rE   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NaTrX   r7   rN   z=Invalid type for timedelta scalar: <class 'numpy.datetime64'>ra   m8[ns])	r9   
datetime64rf   rr   r   r;   rh   ri   	TypeError)r@   frame_or_seriesnatrA   rj   rD   rD   rE   ,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   rl   r   rH   rc   r7   r6   rM   r   c                 S      g | ]}t |qS rD   r   .0xrD   rD   rE   
<listcomp>       zXTestDataFrameConstructors.test_datetimelike_values_with_object_dtype.<locals>.<listcomp>)r   r   r9   r:   viewr;   r   rr   rR   arraysr8   
isinstanceravelr   r   )r@   r   r   r8   scalar_typerA   objsersrD   rD   rE   *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   rN   rq   r   columns)r   ranger   r>   r?   )r@   r   yrx   rC   rD   rD   rE   )test_series_with_name_not_matching_column   s   zCTestDataFrameConstructors.test_series_with_name_not_matching_columnconstructorc                   C   s   t  S Nr   rD   rD   rD   rE   <lambda>   s    z"TestDataFrameConstructors.<lambda>c                   C   s   t d S r   r   rD   rD   rD   rE   r          c                   C   s   t dS NrD   r   rD   rD   rD   rE   r      r   c                   C   s   t g S r   r   rD   rD   rD   rE   r      r   c                   C   s   t dd dD S )Nc                 s       | ]}|V  qd S r   rD   r   _rD   rD   rE   	<genexpr>       5TestDataFrameConstructors.<lambda>.<locals>.<genexpr>rD   r   rD   rD   rD   rE   r      s    c                   C   s   t tdS Nr   r   r   rD   rD   rD   rE   r          c                   C   s
   t d dS Ndatar   rD   rD   rD   rE   r         
 c                   C   s
   t ddS )NrD   r   r   rD   rD   rD   rE   r      r   c                   C   s
   t g dS r   r   rD   rD   rD   rE   r      r   c                   C   s   t dd dD dS )Nc                 s   r   r   rD   r   rD   rD   rE   r      r   r   rD   r   r   rD   rD   rD   rE   r      r   c                   C   s   t tddS )Nr   r   r   rD   rD   rD   rE   r      s    c                 C   s@   t  }| }t|jdksJ t|jdksJ t|| d S r   )r   rQ   r[   r   r>   r?   r@   r   rC   rx   rD   rD   rE   test_empty_constructor   s
   z0TestDataFrameConstructors.test_empty_constructorc                   C   s   t i S r   r   rD   rD   rD   rE   r      r   c                   C   s
   t i dS r   r   rD   rD   rD   rE   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   r[   r   T)check_index_type)r   r   rQ   r[   r   r>   r?   r   rD   rD   rE   #test_empty_constructor_object_index   s
   z=TestDataFrameConstructors.test_empty_constructor_object_indexz)emptylike,expected_index,expected_columnsrN   r   rM   c                 c   r   r   rD   r   rD   rD   rE   r      r   z#TestDataFrameConstructors.<genexpr>rD   c                 C   s$   t ||d}t |}t|| d S )Nr   r   r>   r?   )r@   	emptylikeexpected_indexexpected_columnsrC   rx   rD   rD   rE   test_emptylike_constructor   s   	z4TestDataFrameConstructors.test_emptylike_constructorc                 C   s   |d j tjks
J d S )Nfoo)r8   r9   object_)r@   float_string_framerD   rD   rE   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 floatra   r|   r|   bcr7   )r5   rM   r   z5Expected a 1D array, got an array with shape \(4, 2\)testfoo2)rh   ri   
ValueErrorr   r9   r*   onesrt   )r@   rj   rB   rD   rD   rE   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)r8   copyg      i@r   r   )r   float)r@   orig_dfnew_dfrD   rD   rE   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 )NrN   rM   r   r7   c   r   r   )r   r8   ilocvalues)r@   using_copy_on_writerB   should_be_viewrD   rD   rE   ,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 )
NrN   rM   r6   r5   r2   r7   r   a   r   )r   r   r8   rR   r   flagsc_contiguous)r@   rT   r   rB   r   df2rD   rD   rE   +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 )Nr|   r   rr   r7   Fr   r9   rf   r   shares_memoryr   r@   rA   rB   rD   rD   rE   "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 )	Nr|   r   r   r   rr   r7   Fr   r   r   rD   rD   rE   "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 )NrN   2r|   r7   rN   r   rO   )r   rr   locrn   rD   rD   rE    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=\(1, 0, 0\)ra   ArN   rM   zshape=\(2, 2, 1\))r   r9   emptyrh   ri   r   )r@   r|   r   rD   rD   rE   "test_constructor_list_of_2d_raisesS  s   
"z<TestDataFrameConstructors.test_constructor_list_of_2d_raisesztyp, adr   r   barr   rp   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 )rM   
   r7   )r9   rf   randomdefault_rngr   r   rD   rD   rE   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 )rM   r   )sizer7   )r9   rf   r   r   integersr   rD   rD   rE   r   t  s    )MIXED_INT_DTYPESMIXED_FLOAT_DTYPESzipr8   updatedictr   dtypes)r@   typadr  r   r   r|   rB   rD   rD   rE   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 )NrM   r   r|   r   )
r9   r   r   r=   	complex64
complex128r   r8   r|   r   r@   r|   r   rB   rD   rD   rE   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   r7   FTr   )r   r"   r>   r?   r   r9   rg   isnan)r@   string_dtyperB   rx   rC   rD   rD   rE   $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 )NFrZ   r   rp   r   r   )
to_recordslistr8   namesr[   r   r>   assert_index_equalr   r   r9   r:   rQ   reindexr?   )	r@   float_framerecr[   rB   r   rngdf3rC   rD   rD   rE   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   r7   rO   )r   r9   r   boolzerosr   r8   bool_rn   rD   rD   rE   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 )            rD   r   irD   rD   rE   r     r   zMTestDataFrameConstructors.test_constructor_overflow_int64.<locals>.<listcomp>rN   r   r7   r|   ))l   Y2<   )l   FJLW]L*    )l   M:M^ -   )l   8Ma i  )l   r*R3_PvN r#  )uidu8)scorer'  r&  )r9   rf   r   r.   r   r8   r  rQ   )r@   r   rx   data_scoresr8   r   	df_crawlsrD   rD   rE   test_constructor_overflow_int64  s    z9TestDataFrameConstructors.test_constructor_overflow_int64r   r   r7   A   l           l        l        c                 C   s:   |d }t |}|d jtksJ |d d |ksJ d S r   )r   r8   rr   r@   r   r\   rx   rD   rD   rE   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   r8   r-  rD   rD   rE   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   rM   c                 S   s   g | ]}d |dqS )r   r   rD   r!  rD   rD   rE   r         zJTestDataFrameConstructors.test_constructor_ordereddict.<locals>.<listcomp>r   )
r  r   r9   r   r   shuffler   r   r  r   )r@   nitemsnumsrC   rB   rD   rD   rE   test_constructor_ordereddict  s   z6TestDataFrameConstructors.test_constructor_ordereddictc                 C   sD  t jdd}t jdddd  }t||d}t|dksJ t|dks'J t |d |d tttj	gd |j
g|jdd}t ||d  t||dg d	d
}t|t|ksaJ d|vsgJ t|d  sqJ tt dkszJ d}tjt|d tdddg dd W d    d S 1 sw   Y  d S )N   nperr   r   r      r   r   r[   re   )r   r   col4r   r   r   <Mixing dicts with non-Series may lead to ambiguous ordering.ra   r|   r   r	  r   r   rp   )r>   makeTimeSeriesr   rQ   ru   renamer   r9   concatenaterg   r   r[   r"   allrh   ri   r   )r@   datetime_seriesdatetime_series_shortframeexprj   rD   rD   rE   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   rN   rM   1r   rJ  r   )r   r>   r  r[   r   r@   rF  rD   rD   rE   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   rN   rM   rZ   )r   r   r[   r@   rw   rF  rD   rD   rE    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 )NrM  r   r6   )r   r   r[   r   rQ   _seriesrN  rD   rD   rE   ,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   rp   r   r   Texact)r   r>   r  r[   r   rK  rD   rD   rE   $test_constructor_dict_of_empty_lists*  s   z>TestDataFrameConstructors.test_constructor_dict_of_empty_listsc                 C   s^   t dd idgd}t dd gidgd}|ddd u sJ |ddd u s'J t|| d S )Nr|   r   rZ   )r   
_get_valuer>   r?   )r@   
frame_noneframe_none_listrD   rD   rE   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 indexra   r|   gffffff?r   rh   ri   r   r   r@   rj   rD   rD   rE   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 )Nr|   r   r   r   )r@   r]  rx   rC   rD   rD   rE   %test_constructor_invalid_items_unusedB  s   z?TestDataFrameConstructors.test_constructor_invalid_items_unusedr\   rg   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 )NrN   r6   r|   r   r5   rM   r   c                    "   i | ]} | t | d qS rZ   r   r   r   colsrw   r   rD   rE   
<dictcomp>O     " zKTestDataFrameConstructors.test_constructor_dict_nan_key.<locals>.<dictcomp>axisrH   r2   r7   r   rZ   )r   r   sort_valuesr9   r:   r;   r>   r?   r@   r\   r   rx   rC   rD   rc  rE   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)            r|   rM   r   r6   rN   r5   r   c                    r`  ra  r   rb  rc  rD   rE   re  b  rf  zQTestDataFrameConstructors.test_constructor_dict_nan_tuple_key.<locals>.<dictcomp>rg  rH   r2   r7   r   rZ   )	r   r   r   ri  r9   r:   r;   r>   r?   rj  rD   rc  rE   #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 )Nr7  r8  r;  r   r|   r   bar   r   )r>   r@  r   r  r?   )r@   rD  rE  r   rF  rC   rD   rD   rE   %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 )NrN   rM   r6   r   )r   r9   rg   r>   r?   r@   rx   rC   rD   rD   rE   )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)rM   r6   r6   r6   rx  r   )rx  rw  rx  )r   from_tuplesr   r"   r   r   rC  )r@   tuplesmirB   rD   rD   rE   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 )	NrN   rM   r   r[   r2   r7   r   )levelscodesr   )r   r   r   r>   r?   r@   rB   rC   rD   rD   rE   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.ra   r   rN   rZ   r>  r|   r   r	  r   r?  z:Shape of passed values is \(4, 3\), indices imply \(3, 3\)r4   )r5   r6   r   r   baz
2000-01-01r6   rK   r}  r5   r   rH   z:Shape of passed values is \(1, 3\), indices imply \(1, 4\)r5   r[   r   r   z:Shape of passed values is \(3, 1\), indices imply \(1, 4\)Must pass 2-d inputr6   r6   r6   r   :Shape of passed values is \(2, 3\), indices imply \(1, 3\)rM   rw  :Shape of passed values is \(2, 3\), indices imply \(2, 2\)r   rp   z,2 columns passed, passed data had 10 columnsr      )r   twosr   rY  FT)rh   ri   r   r   r9   r   r:   r;   r!   rf   r   r  r   r   )r@   rj   rA   rD   rD   rE   test_constructor_error_msgs  sj   
$z5TestDataFrameConstructors.test_constructor_error_msgsc                 C   s|   |dd t dD |dd t dD d}t|}tdd | D }t|| || }t|}t|| d S )Nc                 s       | ]	}|d | fV  qdS )g      $@NrD   r   rD   rD   rE   r         zKTestDataFrameConstructors.test_constructor_subclass_dict.<locals>.<genexpr>r   c                 s   r  )g      4@NrD   r   rD   rD   rE   r     r  r:  c                 S   s   i | ]\}}|t | qS rD   )r  items)r   colvalrD   rD   rE   re    s    zLTestDataFrameConstructors.test_constructor_subclass_dict.<locals>.<dictcomp>)r   r   r  r>   r?   )r@   dict_subclassr   rB   refdfrD   rD   rE   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   rp   rZ   )r9   rg   r   r[   r  r   r  r  r   r   r  r>   r?   )r@   r  r   kvdctrF  rC   rD   rD   rE   test_constructor_defaultdict  s   
z6TestDataFrameConstructors.test_constructor_defaultdictc                 C   sD   t g dg}tdgdgdgdgdg dd}t|j| d S )N)      @r   r   r   r  r   r   r   )r   r   r   r|   r   )r9   rf   r   r>   assert_numpy_array_equalr   r@   rC   rB   rD   rD   rE   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 )NrN   rM   rI  rJ  r   3)rJ  r   r  r?  r7   r6   rp   r   )r   r   rQ   r8   r9   r*   r   )r@   	test_datarF  rD   rD   rE   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 )Nr     rM   r?  zcould not convert stringra   r7   )r  r  r   r>   makeStringIndexr9   r   r   standard_normalrh   ri   r   r   r   )r@   r  rD   rD   rE   test_constructor_dict_cast2  s   "z5TestDataFrameConstructors.test_constructor_dict_cast2c                 C   s2   ddt jdi}t|}t|d d tsJ d S )NCol1zA String)Row1Row2r  )r9   rg   r   r   r   )r@   r   rB   rD   rD   rE   !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 )NrN   rM   r|   r   r   )r   r   r   )r@   dmrD   rD   rE   "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rN   rM   r6   r  r	  c                 S   s   i | ]	\}}|t |qS rD   )r  )r   r  r  rD   rD   rE   re  #  s    zMTestDataFrameConstructors.test_constructor_dict_of_tuples.<locals>.<dictcomp>Fcheck_dtype)r   r  r>   r?   r@   r   rx   rC   rD   rD   rE   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 )Nr6   rH   r	  rM  )r6   r5   r   r   r   r>   r?   r  rD   rD   rE   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 )Nr6   r	  rM  rM   rN   r   )iterr   reversedr   r>   r?   r  rD   rD   rE   "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   rD   r!  rD   rD   rE   r   8  r   zPTestDataFrameConstructors.test_constructor_dict_of_generators.<locals>.<genexpr>r6   r	  rM  r  )r   r  r   r>   r?   r  rD   rD   rE   #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   rN   rM   )r"  r"  r"  jr  r"  rH   r   r5         	   ))r|   r|   rq  )r   r   c                 S      g | ]}|d  qS rN   rD   r   rD   rD   rE   r   F  r   zNTestDataFrameConstructors.test_constructor_dict_multiindex.<locals>.<listcomp>c                 S   r  r   rD   r   rD   rD   rE   r   F  r   rZ   g     ^@o   )r   r  r  r  zc                 S   r  r  rD   r   rD   rD   rE   r   Q  r   c                 S   r  r  rD   r   rD   rD   rE   r   Q  r   F)tupleize_colsr}  )sortedr  r   r   ry  Tr[   r>   r?   insertr   r  r   )r@   r   _drB   rC   rD   rD   rE    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 rM   rD   r   r"  sr   rD   rE   re  ]  rf  ziTestDataFrameConstructors.test_constructor_dict_datetime64_index.<locals>.create_data.<locals>.<dictcomp>)	enumerater  dates_as_strr  rE   create_data\  s   zUTestDataFrameConstructors.test_constructor_dict_datetime64_index.<locals>.create_datac                 S      t | dS )Nz%Y-%m-%d)r	   strptimer   rD   rD   rE   r   `  r   zRTestDataFrameConstructors.test_constructor_dict_datetime64_index.<locals>.<lambda>r   r   rN   rM   r6   rM   r5   rH   c                 S   r   rD   )r   )r   rY   rD   rD   rE   r   j  r   zTTestDataFrameConstructors.test_constructor_dict_datetime64_index.<locals>.<listcomp>rZ   )r9   r   r   r   r>   r?   )	r@   r  data_datetime64data_datetimedata_TimestamprC   result_datetime64result_datetimeresult_TimestamprD   r  rE   &test_constructor_dict_datetime64_indexX  s&   

z@TestDataFrameConstructors.test_constructor_dict_datetime64_indexz
klass,namec                 C   r  Nr^  )r9   timedelta64r  rD   rD   rE   r   w  r   r  c                 C   s
   t | dS )N)days)r
   r  rD   rD   rE   r   x  r   pytimedeltac                 C   s
   t | dS r  r   r  rD   rD   rE   r   y  r   zTimedelta[ns]c                 C   s   t | ddS )Nr^  r  )r   r^   r  rD   rD   rE   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rN   rM   r6   r5   c                    r  r  rD   r  klassrD   rE   re    rf  zUTestDataFrameConstructors.test_constructor_dict_timedelta64_index.<locals>.<dictcomp>r   r  rM   r5   rH   c                 S   s   g | ]}t |d qS )r^  r  )r   tdrD   rD   rE   r         zUTestDataFrameConstructors.test_constructor_dict_timedelta64_index.<locals>.<listcomp>rZ   )r  r   r>   r?   )r@   r  re   	td_as_intr   rC   rx   rD   r  rE   '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	  r|   r   )pdPeriodIndexr   r8   r=   rr   rt   r  rD   rD   rE   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 )Nr|   r   rZ   r  )r   r8   r>   r?   )r@   ea_scalar_and_dtype	ea_scalarea_dtyperB   rC   rD   rD   rE   &test_constructor_dict_extension_scalar  s
   z@TestDataFrameConstructors.test_constructor_dict_extension_scalarz
data,dtypez2020-01r   )leftrightr2   r  z
2011-01-01
US/EasternrL   r  )unitrL   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   rN   r|   r   r  rM   r7   r	  )r   r8   r  rf   r>   r?   )r@   r   r8   rB   rA   rC   rD   rD   rE   &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  rM   r   r   r   rZ   )r  period_ranger   r9   r   r   r  r   r[   rU  
setdefaultr>   r?   r  )r@   r  rB   r   r  rowrx   rD   rD   rE   "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 )Nrw  r7   r   rN   rM   r}  r6   )r6   r   r  r`   ra   r   r[   r8   r  r  rp   r  r  TrR  rZ   r   )r   r6   r   )r6   r   )r   r   rQ   r[   r   r9   r   rh   ri   r   r2   r   r8   r   r>   r  r   r   )r@   r   matrF  rj   rD   rD   rE   _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   rN   r   r   rM   )r   r9   r   r   rQ   rK  rD   rD   rE   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 )Nrw  r7   r   r   r   rN   rM   r   rN   rM   r}  r   r   )r   r   
masked_allr   r   r9   rC  asarray)r@   r  rF  rD   rD   rE   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 )Nrw  r7   r   rN   rM   r}  r6   r  r   r  r   r   rl   z8datetime64\[ns\] values and dtype=int64 is not supportedra   rc   TF)r   r  r   r   rQ   r[   r   r9   rC  r  r*   r   r8   r   r"   rh   ri   r   r2   r   r  rr   )r@   r  rF  mat2rj   rD   rD   rE   %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)rM   rM   r7   r   rp   rN   rM   r}  r?  r  r   )
r   r  r   harden_maskr   r9   rg   r>   r?   r   )r@   mat_hardrx   rC   rD   rD   rE   %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)pricer  r7   F)maskzPass \{name: data\[name\]ra   )r9   r   rf   r  r   r   	mrecarrayrh   ri   r   r   r   r@   r   rD   rD   rE   %test_constructor_maskedrecarray_dtypez  s   "z?TestDataFrameConstructors.test_constructor_maskedrecarray_dtypec                 C   s   t g d}|jjdksJ d S )NrZ   r   )r   r   shapern   rD   rD   rE   test_constructor_corner_shape  s   
z7TestDataFrameConstructors.test_constructor_corner_shapez%data, index, columns, dtype, expectedr   r|   r   r*   r   c                 C   s"   t ||||}|jj|ksJ d S r   )r   r   r8   )r@   r   r[   r   r8   rC   rB   rD   rD   rE   test_constructor_dtype  s   z0TestDataFrameConstructors.test_constructor_dtypezdata,input_dtype,expected_dtype)TFNbooleanr   r   NFloat64)rN   rM   NInt64r   stringc                 C   s(   t d|i|d}|d j| ksJ d S )Nr|   r7   r/  )r@   r   input_dtypeexpected_dtyperB   rD   rD   rE   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 )NrN   Tr   y              @r   )r   r  r   complexrr   r   rZ   r   r  r   r  rr   )	r   r9   r:   r8   r2   r  r*   r  r   )r@   r   rB   rD   rD   rE   !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 )	NrM   r   Tr	  r|   zmust pass an indexra   F)r   r9   r   r   r  r   r>   r?   rh   ri   r   )r@   rB   rG  rD   rD   rE   #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 Nr7   )r   r>   r?   r9   r2   r   r8   )r@   r  rB   	df_castedrD   rD   rE   test_constructor_DataFrame  s   z4TestDataFrameConstructors.test_constructor_DataFramec                 C   s*   t t  dd}t g dd}t|| d S )Nrr   r7   r   )r@   actualrC   rD   rD   rE    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 )NrM   r   r   r}  r   rp   r   rM   r   )r   rM   rZ   )r   r   r   r   r7   rN   z(could not convert string to float: 'foo'ra   r[   r   r8   r?  )r9   r   r   r  r   r:   r   ndimr  rf   rr   r;   rh   ri   r   r   rP  r>   r?   r   r   r*   rQ   r   r8   )r@   r  rA   r  r  rj   rD   rD   rE   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 )NrZ   r   rp   r   c                   s   s    dE d H  d S r   rD   rD   rD   rD   rE   	empty_gen  s   zHTestDataFrameConstructors.test_constructor_empty_list.<locals>.empty_genr   )r@   rB   rC   r(  rD   rD   rE   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 )NrN   r|   rM   r   numr<   rs  r   r   c                 S      g | ]}t |qS rD   r9   rf   r   rD   rD   rE   r     r  zLTestDataFrameConstructors.test_constructor_list_of_lists.<locals>.<listcomp>)	r   r   r8   r9   r   r:   r   r>   r?   )r@   rB   rC   r   rx   rD   rD   rE   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 )NrN   rM   r7   r   )rM   rN   )r   r9   rf   rr   r   r  r>   r?   r  r  r   )r@   serrA   rB   rC   rD   rD   rE   .test_nested_pandasarray_matches_nested_ndarray	  s   zHTestDataFrameConstructors.test_nested_pandasarray_matches_nested_ndarrayc                 C   sZ   t dt dg}tg dg dg|d}t|}tg dg dg|d}t|| d S )Nabcdcdefr  r5   r   rH   r  r   )r  r   r   from_arraysr>   r?   )r@   r   rx   r{  rC   rD   rD   rE   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 4ra   r  r2  r   r  rh   ri   r   r   r@   r   rj   rD   rD   rE   0test_constructor_wrong_length_nested_list_column!  s
   "zJTestDataFrameConstructors.test_constructor_wrong_length_nested_list_columnc                 C   r5  )Nr0  r6  zall arrays must be same lengthra   r  r2  r   r7  r8  rD   rD   rE   2test_constructor_unequal_length_nested_list_column)  s
   "zLTestDataFrameConstructors.test_constructor_unequal_length_nested_list_columnr   
2021-01-01r   rX   c                 C   s:   t |g ddgd}t dtdgd i}t|| d S )NrM  r   r   r;  r6   )r   r   r>   r?   r  rD   rD   rE   &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@   lstrD   rD   rE   __init__F     
zYTestDataFrameConstructors.test_constructor_sequence_like.<locals>.DummyContainer.__init__c                 S   s   | j |S r   )r>  __getitem__)r@   nrD   rD   rE   rB  I  s   z\TestDataFrameConstructors.test_constructor_sequence_like.<locals>.DummyContainer.__getitem__c                 S   s
   | j  S r   )r>  __len__)r@   rD   rD   rE   rD  L  rA  zXTestDataFrameConstructors.test_constructor_sequence_like.<locals>.DummyContainer.__len__)r=  N)__name__
__module____qualname__r@  rB  r   rD  rD   rD   rD   rE   DummyContainerE  s    
rH  rN   r|   rM   r   r*  r<   r   Fr  )r   Sequencer   r>   r?   )r@   rH  lst_containersr   rx   rC   rD   rD   rE   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   rf   r   r  r>   r?   ru  rD   rD   rE   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?   ru  rD   rD   rE   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 rM  rN  ru  rD   rD   rE   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"  rD   rD   rE   __iter__n  s   zJTestDataFrameConstructors.test_constructor_iterable.<locals>.Iter.__iter__N)rE  rF  rG  r   rQ  rD   rD   rD   rE   Iterm  s    rR  r  r   r   )r@   rR  rC   rx   rD   rD   rE   test_constructor_iterablek  s   
z3TestDataFrameConstructors.test_constructor_iterablec                 C   s0   t ttd}t ttd}t|| d S rM  r   r  r   r  r>   r?   ru  rD   rD   rE   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 rM  rT  ru  rD   rD   rE   "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   rD   r!  rD   rD   rE   r     r   zGTestDataFrameConstructors.test_constructor_generator.<locals>.<genexpr>r   c                 s   r   r   rD   r!  rD   rD   rE   r     r   c                 s   s    | ]}|d gV  qdS )r|   NrD   r!  rD   rD   rE   r         r|   rO   Fr  )r   r   r  r>   r?   )r@   gen1gen2rC   rx   genrD   rD   rE   test_constructor_generator  s   z4TestDataFrameConstructors.test_constructor_generatorc                 C   s*   t i g}t tdg d}t|| d S )NrN   r   )r   r   r>   r?   ru  rD   rD   rE   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   rN   )r|   rM   )r   rM   )r|   r   r   r   rN   rM   r   )r   r   r   r|   )r   r[   )r   r   r>   r?   )r@   nested1nested2r   rx   rC   rD   rD   rE   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 )NrM   rN   r   r|   r   r   )r@   r`  rC   r   rx   rD   rD   rE   ,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 )NrM   r   rN   r|   rq  r   r   )r@   r`  row_onerow_two	row_threerC   rx   rD   rD   rE   0test_constructor_ordered_dict_conflicting_orders  s   
"zJTestDataFrameConstructors.test_constructor_ordered_dict_conflicting_ordersc                 C   sT   dd t dD }t|}tg dg dg ddg dg dd}t|| d S )Nc                 S   s"   g | ]}t |g d t|dqS )r   r|   r   r<  )r   r<   r!  rD   rD   rE   r     rf  z[TestDataFrameConstructors.test_constructor_list_of_series_aligned_index.<locals>.<listcomp>r6   rM  rf  )0rJ  r   r}  r  )r@   seriesrx   rC   rD   rD   rE   -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rE  rF  rG  rD   rD   rD   rE   
CustomDict      rl        ?r6   r	  )r  r   r>   r?   )r@   rl  r   data_customr   result_customrx   rD   rD   rE   &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 )NrM   r   r  r?  z%All arrays must be of the same lengthra   )r9   r   r   r  rh   ri   r   r   r  rD   rD   rE   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 )Nr6   r|   r   rZ   )r   r   r   Fr  )r   r   r   r>   r?   )r@   rw   rB   rC   rD   rD   rE   test_constructor_scalar  s   z1TestDataFrameConstructors.test_constructor_scalarc                 C   s"   t |d |jdgd}|  d S )Nr   r   )r   r[   r   )r@   r  rB   rD   rD   rE    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 )NrN   rM   r6   r  r   )r5   r6   rM   rN   )r   quxr  r   rZ   rp   zambiguous orderingra   r|   r   r	  r?  )	r   r   r[   is_monotonic_increasingrh   ri   r   r>   r?   r  rD   rD   rE   &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 )NrN   rM   r6   r5   r6   r5   r   r  rD   rD   rE    test_constructor_mixed_type_rows  s   z:TestDataFrameConstructors.test_constructor_mixed_type_rowsztuples,lists)rD   rD   r  r  c                 C   s    t |}t |}t|| d S r   r   )r@   rz  listsrx   rC   rD   rD   rE   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  rx  r   r   r>   r?   ru  rD   rD   rE   test_constructor_list_of_tuples  s   z9TestDataFrameConstructors.test_constructor_list_of_tuplesc                 C   s   t dtd}|dd|ddg}tddgddgd}t|}t|| tddgddgd}t|d	d
gd}t|| d S )NPandasabrN   r6   rM   r5   r	  )r   r  r   r  r   )r   r  r   r>   r?   )r@   named_tuplerz  rC   rx   rD   rD   rE   $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   r6   rN   r   r   )r   r   r   r>   r?   )r@   r  r   rC   rx   rD   rD   rE   $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   r6   rN   )r   r   r  r  )r   r   r   r9   rg   r>   r?   )r@   r  r  r   rC   rx   rD   rD   rE   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 instancesra   r   rN   r  )r   r   rh   ri   r   reescaper   )r@   r  rj   rD   rD   rE   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 )NrN   r5   r  r   )FirstSecondThirdFourthr   rM   rl  r  )r  r  r  r  rH   r6   r4   r     ro  )r  r  r  r  YYYXXXr  r  )r  r  r  )r   rl  r4   )NNr  )NNro  )r  r  r  r  r  r  r   )r@   r   rC   rx   rD   rD   rE   #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   rM   r   rq   r6   ro  rZ   z<Shape of passed values is \(10, 1\), indices imply \(10, 2\)ra   rN   r   re   r8   )r   	Unnamed 0r  r   )r   r   r   r>   r  r[   r9   r   r   r  r?   r   rh   ri   r   rr   r  )r@   r|   rB   rA   r  rC   rj   s1rD   rD   rE   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   rq   rN   r   )r   r   r>   r?   r   to_framer   )r@   s0r  rD   rD   rE   )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<  rZ   r|   r   r   )	r   r   r   r  r   r>   r?   r  r[   )r@   r  s2other_indexdf1exp1r   exp2rD   rD   rE   +test_constructor_Series_differently_indexed  s   zETestDataFrameConstructors.test_constructor_Series_differently_indexedz#name_in1,name_in2,name_in3,name_out))rw   rw   rw   rw   )rw   rw   NN)rw   NNN)idx1idx2NN)r  r  r  N)r  r  idx3N)NNNNc           
      C   s   t g d|dt g d|dt g d|dg}dd t|g dD }t|}t g d|d}td	d
dtjtjgtjd	d
dtjgtjtjd	d
dgd|d}	t||	 d S )Nr   rq   )r   r   r   )r   r   ec                 S   s"   i | ]\}}|t g d |dqS )rM  rZ   r   )r   r"  r   rD   rD   rE   re    s    zJTestDataFrameConstructors.test_constructor_index_names.<locals>.<dictcomp>)r   r   r  r|   r   r   r   r  r   rN   rM   rZ   )r   r  r   r9   rg   r>   r?   )
r@   name_in1name_in2name_in3name_outindicesrh  rx   exp_indrC   rD   rD   rE   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   r6   r   )r  r[   r   r   rR   r>   r  r   )r@   r  r[   r   rx   rD   rD   rE   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   rp   r?  r   zdoes not match index lengthra   )r   r  r>   r?   r   rh   ri   r   )r@   r  rB   rj   rD   rD   rE   %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`   ra   rN   r   r7   )rh   ri   r   r   r9   rg   r2   r[  rD   rD   rE   %test_constructor_miscast_na_int_dtype  s   "z?TestDataFrameConstructors.test_constructor_miscast_na_int_dtypec                 C   s^   t ddggddgd}t ddgg}ddg|_t|| t jdgddgd}t|| d S )Nr  r   r|   r   )r  r   )r   r   r>   r?   from_records)r@   rB   edfidfrD   rD   rE   "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   rN   r%  U5)r   rr   r<   r>   r?   r9   str_r  rD   rD   rE   (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   r8   r   )r@   nullable_string_dtyperC   rB   rD   rD   rE   ,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   r2   r|   rN   rM   r   r7   z*DataFrame constructor not properly called!ra   r   zincompatible data and dtype)r   r>   r?   r9   r  r  r=   r[   r   rf   rr   rh   ri   r   r   r   )r@   rB   rj   rD   rD   rE   test_constructor_single_value  s8   	"z7TestDataFrameConstructors.test_constructor_single_valuec                 C   s  t t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 )NrN   r   r   20010101  rM   r   )r   rp   r   r^  Er   rZ   r2   M8[s]M8[us]ABCDEr|   r   r   r   r7   r*   rr   )r9   r8   r   re   r*   r   r   r   r	   r:   r  r   r  r>   ru   rf   )r@   intname	floatname
objectnamerB   rx   rC   rD   rD   rE   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  rK   c                 S      g | ]}|  qS rD   to_pydatetimer   tsrD   rD   rE   r   j  r   zNTestDataFrameConstructors.test_constructor_with_datetimes1.<locals>.<listcomp>rl   )r!   r   r8   )r@   ind	datetimes
datetime_srD   rD   rE    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   r  c                 S   r  rD   r  r  rD   rD   rE   r   q  r   zNTestDataFrameConstructors.test_constructor_with_datetimes2.<locals>.<listcomp>c                 S   r  rD   )r   r  rD   rD   rE   r   r  r   r  r   datesdatetime64[ns]rr   rZ   )r!   r   r  r   r9   r8   r>   ru   )r@   r  r  r  rB   rx   rC   rD   rD   rE    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    rN   zEnd Dater   rZ   r   zdatetime64[us, US/Eastern]datetime64[ns, US/Eastern])
pytztimezonelocalizer	   r   iatr>   ru   r  r   )r@   rL   rY   rB   rD   rD   rE    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20130101r6   r  r\   r   UTCrJ   r  )r!   r   r  rL   r<   )r@   drrB   rD   rD   rE    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  rK   r  rL   r|   Tdropr!   r   	to_seriesreset_indexr>   r?   )r@   r"  rC   rB   rD   rD   rE    test_constructor_with_datetimes5  s   z:TestDataFrameConstructors.test_constructor_with_datetimes5c                 C   sV   t ddddd}t dddd}t||d}t| jdd	|d}t|| d S )
Nr  r   r  r  r  rK   r  r	  Tr  r  )r@   r"  i_no_tzrB   rC   rD   rD   rE    test_constructor_with_datetimes6  s
   z:TestDataFrameConstructors.test_constructor_with_datetimes6rA   r   c                 C   s*   t |j}ttdg}t|| d S )Nr  )r   r  r   r9   r8   r>   ru   )r@   rA   rx   rC   rD   rD   rE   %test_constructor_datetimes_with_nulls  s   
z?TestDataFrameConstructors.test_constructor_datetimes_with_nullsorder)Kr   r   Fr  )r   r^  hr   r  msusrX   c                 C   s   d| d}t jg dg dg||d}t|}t|d}|dv rEtjtdd	 || W d    n1 s:w   Y  |d
}n|j|d}t|| d S )Nzdatetime64[])z
2015-01-01z
2015-01-02z
2015-01-03)z
2017-01-01z
2017-01-02z
2017-02-03r8   r  rl   )r   r^  r  r   Cannot castra   zdatetime64[s]r7   )	r9   rf   r   r=   rh   ri   r   r>   r?   )r@   r  r  r8   narB   rC   rD   rD   rE   !test_constructor_datetimes_non_ns  s"   z;TestDataFrameConstructors.test_constructor_datetimes_non_ns)r^  r  r   r  r  r  rX   c           	      C   s   d| d}t jt ddt ddgt ddt ddgg||d}t|}|d	v r/d
}n|}t d| d}ttddtddgtddtddgg|d}t|| d S )Nztimedelta64[r  rN   r^  rM   r5   r   r  )r^  r  r   r  zm8[r7   )r9   rf   r  r   r8   r   r>   r?   )	r@   r  r  r8   r  rB   exp_unit	exp_dtyperC   rD   rD   rE   !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   )r9   r:   r   rD   rD   rE   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   r1   r7   )r9   rf   r:   r   rD   rD   rE   r     s     r1   r|   l        l       r   r2   rN   rM   r   r   r*   r6   rZ   )rN   rM   r5   r  )g333333?gffffff@gffffff@g333333@r0  c                 S   s   g | ]}t d ddqS )  rN   )r	   r!  rD   rD   rE   r   2  r2  r5   )r   rM   r  r  r  rr   r  abcde)
r   r   r  r   r9   r8   r>   ru   r   r  )r@   rB   rx   rC   rD   rD   rE   %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   rC  )r@   r  coprD   rD   rE   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   rR   r9   r:   rQ   r[   r>   r?   )r@   r  origr  rD   rD   rE   #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   rH   r   r1  r   Fi  )	r   r   r   rC  rR   r   r   r   r   )r@   r  rT   r   rA   rB   rD   rD   rE   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  )rP  r   r   r[   rC  )r@   r  rh  rB   rD   rD   rE   test_constructor_series_copyr  s   z6TestDataFrameConstructors.test_constructor_series_copyrB   rZ   g?g@r   r  r2  )r  rN   rM   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$ra   rN   )r   rQ   r   r   r9   r:   r"   rh   ri   KeyErrorr   rg   r>   ru   r?   )r@   rB   r"  indexerrD   rD   rE   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 )Nr|   FrN   )r   r9   rg   r8   r   )r@   r   rD   rD   rE   &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  rN   rx  r7   r  )	r   r9   rf   r;   broadcast_tor   r8   r>   r?   )r@   catrA   rx   rC   rD   rD   rE   *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   categoryr7   rd   r   r   rq   )r   r  r   r>   ru   r  )r@   rB   rC   r  rx   rD   rD   rE   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=   rr   r>   r?   )r@   r
  rB   rC   rD   rD   rE   -test_construct_from_1item_list_of_categorical  s   
zGTestDataFrameConstructors.test_construct_from_1item_list_of_categoricalc                 C   s@   t ttdttdg}t g dg dg}t|| d S )Nr   abdr   )r|   r   r   r   r   r  r>   r?   r  rD   rD   rE   (test_construct_from_list_of_categoricals  s   zBTestDataFrameConstructors.test_construct_from_list_of_categoricalsc                 C   s<   t ttdtdg}t g dg dg}t|| d S )Nr   defr   )r   r  fr  r  rD   rD   rE   %test_from_nested_listlike_mixed_types  s   z?TestDataFrameConstructors.test_from_nested_listlike_mixed_typesc                 C   s@   t ttdttdg}t tdtdg}t|| d S )Nr   abdefgr  r  rD   rD   rE   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)rN   rM   r6   rN   r  r7   )r|   r   r   r|   20000101r6   r  r   )r   
categoriesr   rZ   )r   r=   r>   ru   r!   r   r9   rg   r[   r   r?   )r@   r  rG  resr[   rC   rB   rD   rD   rE   #test_constructor_categorical_series  s    z=TestDataFrameConstructors.test_constructor_categorical_seriesr8   c                 C   s,   t dddgidg|d}|jj|ksJ d S )Nr|   rN   rM   r   r  )r   r   r8   )r@   r8   r   rD   rD   rE   %test_check_dtype_empty_numeric_column  s   
z?TestDataFrameConstructors.test_check_dtype_empty_numeric_columnc                 C   sF   t dddgidg|d}|r|tjv rt| |jjjdks!J d S )Nr|   rN   rM   r   r  rr   )r   r>   BYTES_DTYPESr  &mark_array_manager_not_yet_implementedr   r8   re   )r@   requestr8   rT   r   rD   rD   rE   $test_check_dtype_empty_string_column	  s   
z>TestDataFrameConstructors.test_check_dtype_empty_string_columnc                 C   sL   t dtd j}t dti}t|| tt dtdj}t|| d S )Nr   r  )r   rr   r  r  r>   ru   r   ru  rD   rD   rE   test_to_frame_with_falsey_names	  s
   z9TestDataFrameConstructors.test_to_frame_with_falsey_names)Nr+   r  c                 C   s\   t dg di|p	dd}t tddg|d}t|| t dtdi|d}t|| d S )Nr   )r   rN   rM   r6   r5   r2   r7   r   r  )r   r   r>   r?   )r@   r8   rC   rx   rD   rD   rE   test_constructor_range_dtype	  s
   z6TestDataFrameConstructors.test_constructor_range_dtypec                 C   sT   G dd dt }tg dg dg}t||g d|g dg}t|| d S )Nc                   @   rj  )zETestDataFrameConstructors.test_frame_from_list_subclass.<locals>.ListNrk  rD   rD   rD   rE   List,	  rm  r"  r  r  )r  r   r>   r?   )r@   r"  rC   rx   rD   rD   rE   test_frame_from_list_subclass*	  s    z7TestDataFrameConstructors.test_frame_from_list_subclassextension_arraabbcz1/1/2017z1/1/2018)r  endr  c                 C   s$   t t|}t |}t|| d S r   r|  )r@   r$  rC   rx   rD   rD   rE   %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 )Nr6   rZ   r   rM  )r   todayr   r   r   r   r>   r?   )r@   r  tuprx   rC   rD   rD   rE   *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)'   rH   r5   )femalemaleunknownrZ   )rM      rM         )r  r,  r   r-  r.  r+  rH   r5   )g      c@g     @n@g     b@r   r   )r,  r-  r.  r  r   r   )r   r   r   r9   rf   rg   r>   r?   )r@   r  r  rx   rC   rD   rD   rE   /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   r1  r   r   rI  gMbXg#@r  )closedg3@g33333=@gC@g     H@g33333M@g33333SQ@gS@gfffffFV@r   T)orderedrZ   )r   r   r    value_countsheadtailr   r   r   r9   rg   r>   r?   )r@   r.  ser1ser2rx   r[   rC   rD   rD   rE   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 )Nr  r  r   r  r  r   )Dater  )Forecastingr  r7   r;  r<  rN   )r	   r9   rf   r   r   r   r   )r@   r  rA   rB   r  rD   rD   rE   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                   @   rj  )zOTestDataFrameConstructors.test_from_datetime_subclass.<locals>.DatetimeSubclassNrk  rD   rD   rD   rE   DatetimeSubclass	  rm  r>  r	   i  rN   r  )r	   r   r8   )r@   r>  r   rD   rD   rE   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 )	NrG   r6   rI   rJ   z@Shape of passed values|Passed arrays should have the same lengthra   r5   rZ   )r!   rh   ri   r   r   r   )r@   rU   rj   rD   rD   rE   (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 1:59:50r  r  rM   r?  rp   rl   )
r!   r9   r  r   r   r   r  rQ   
issubdtyper8   )r@   r  r  rB   rD   rD   rE   !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)r|   r|   r   r   )r   r   r   r   rM   )r5   r5   c                 S   r+  rD   r,  r   rD   rD   rE   r   	  r  zYTestDataFrameConstructors.test_dataframe_constructor_infer_multiindex.<locals>.<listcomp>rZ   r   )	r   r9   r   r   r  r   r[   r   r   )r@   index_listsmultirD   rD   rE   +test_dataframe_constructor_infer_multiindex	  s   zETestDataFrameConstructors.test_dataframe_constructor_infer_multiindex
input_valsrJ  r   r  Hr  r  c                 C   s6   t d|i|d}t d|id|i}t|| d S )Nr   r7   )r   r=   r>   r?   )r@   rF  r  rx   rC   rD   rD   rE   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  r7   )z1.0z2.0N)r   rr   r>   r?   )r@   r  rx   rC   rD   rD   rE   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 )NrN   rM   r7   r6   r5   )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   r9   ndarraybaser8   _ndarrayr   r   rD   rD   rE   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   rD   r   )r   rD   rE   r   	  rW  zRTestDataFrameConstructors.test_dict_nocopy.<locals>.check_views.<locals>.<genexpr>rN   c                 3   *    | ]}t |jtjr| u V  qd S r   r   r8   r9   r   )r|   rP  rD   rE   r   	      

c                 3   rR  r   rS  r   )r   rP  rD   rE   r   	  rT  )sumrR   r   )rQ  r|   r   r   rB   rP  rD   rE   check_views	  s   "z?TestDataFrameConstructors.test_dict_nocopy.<locals>.check_viewsr   fciuOzincompatible dtypera   r   rO   Tr%  .   r   rX   )F)r>   STRING_DTYPESr  r  r  r9   rf   r8   r   rh   skipr  r   r   r  r   is_np_dtyper  r   FutureWarningassert_produces_warningtype)
r@   r  r   any_numeric_ea_dtypeany_numpy_dtyperT   r   c_origrW  warnrD   rV  rE   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  r7   r|   )r   r   r9   r   r   rP   )r@   r.  rB   rD   rD   rE   "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 )NrN   r   rq   r   r   r|  ru  rD   rD   rE   '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  r  )r   r   r   r   r   ))r   r|   )r   r   )r   r   )r   r   ry  r>   r?   ru  rD   rD   rE   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
2016-04-05r6   r  rN   r  rN   r6   )r6   r5   r   rH   r  )r  r  rP   r=   rr   r;   r   r  r  r8   rC  IntervalIndexfrom_breaksr9   r_r  r>   r?   )
r@   pir   rB   iidata2r   data3r  rC   rD   rD   rE   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-dimensionalra   r	  rZ  )r@   col_acol_brj   rD   rD   rE   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)r[   r   r   r|   r   r   r   r[   r8   )	r   r9   r   _valuesr   rg   rr   r>   r?   r  rD   rD   rE   &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 \(0, 2\)ra   r|   r   rs  )rh   ri   r   r   r9   rf   r[  rD   rD   rE   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)rJ  r   Nr|   r<   r  r7   r   r  rD   rD   rE   $test_construct_with_strings_and_nonex
  s   z>TestDataFrameConstructors.test_construct_with_strings_and_nonec                 C   s  t d d}tdddgi|tdg|dd}tdd tdddgi}W d    n1 s0w   Y  t|| tdddgi|tdg|dtd	d
g|dd}tdd tdddgid	d
gd}W d    n1 sow   Y  t|| tdddgidtdg|dd}tdd tdddgi}W d    n1 sw   Y  t|| tdddgidtdg|dd}tdd tdddgidd}W d    n1 sw   Y  t|| d S )Npyarrowstring[pyarrow_numpy]r|   r   r7   r8   r   future.infer_stringTr   r   )r8   r   r[   rZ   rN   rr   )rh   importorskipr   r   r  option_contextr>   r?   r@   r8   rC   rB   rD   rD   rE   test_frame_string_inference~
  sB   

z5TestDataFrameConstructors.test_frame_string_inferencec                 C   sn  t d d}tdddgi|tdg|dd}tdd tdtddgi}W d    n1 s3w   Y  t	|| tddgd	d
gd|d}tdd ttdd	gdd
gg}W d    n1 siw   Y  t	|| tddgd	d
gd|tddg|dd}tdd ttdd	gdd
ggddgd}W d    n1 sw   Y  t	|| d S )Nry  rz  r|   r   r7   r{  r|  Tr   r   rO   r	  r   )
rh   r}  r   r   r  r~  r9   rf   r>   r?   r  rD   rD   rE   .test_frame_string_inference_array_string_dtype
  s.   
$zHTestDataFrameConstructors.test_frame_string_inference_array_string_dtypec                 C   sj   t d tdd ttddgddgg}W d    n1 s#w   Y  |jjd j	dks3J d S )	Nry  r|  ThellogoodbyeHellor   rM   )
rh   r}  r  r~  r   r9   rf   rR   rS   r&  rn   rD   rD   rE   %test_frame_string_inference_block_dim
  s
   
z?TestDataFrameConstructors.test_frame_string_inference_block_dim)rE  rF  rG  rF   rW   r_   rk   ro   ry   r   r   r   rh   markparametrizer   r   r   r   r   r   r   r   r   r   r   r  skip_array_manager_invalid_testr   r   r   r   r  r  r  r  r  r+  r9   rf   rr   r.  r,   r-   r.   r0  r6  rH  rL  rO  rQ  rT  rX  r\  rg   r_  r   rk  rp  rt  rv  r|  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r   r   r   r   r   r   r  r  r   r  r  filterwarningsr  r
  r  r  r  r   r   r8   r   r  r  BooleanDtypeFloat64Dtype
Int64DtypeStringDtyper  r  r  r!  r#  r'  r)  r-  r/  r4  r9  r:  r^   r<  rK  rL  rO  rP  rS  rU  rV  r[  r\  r_  r  r   ra  re  ri  rq  rr  rs  rt  rw  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  r	   rm   r   r   r  r  r  r  r   r  r  r  r   r  r  r  r  r  r  r  r  r  r>   ALL_NUMERIC_DTYPESDATETIME64_DTYPESTIMEDELTA64_DTYPESBOOL_DTYPESr  rZ  r  OBJECT_DTYPESr  r   arm_slowr!  r#  r   r&   r$   r%   r  r'  r*  r2  r:  r=  r?  r@  rB  rE  r!   rH  rI  rd  re  rf  rg  rp  rs  rv  rw  rx  r  r  r  rD   rD   rD   rE   r3   L   s   		
!






	





&	

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


	
'
	

	

&		&
 F;
"(,$&
					

	h"#r3   c                   @   sJ   e Zd Zdd Zdd Zejddddgdgd	d	d
gdggdd ZdS )&TestDataFrameConstructorIndexInferencec                 C   s   t jdddd}ttjdt||}t jdddd}ttjdt||}t||d}t jdddd}t	
|j| d S )	Nz1/1/19991/1/2012r   r  rM   z1/1/1980z	12/1/2001)r  r  )r  r  r   r9   r   r   r  rQ   r   r>   r  r[   )r@   rng1r  rng2r  rB   rG  rD   rD   rE   Atest_frame_from_dict_of_series_overlapping_monthly_period_indexes
  s   zhTestDataFrameConstructorIndexInference.test_frame_from_dict_of_series_overlapping_monthly_period_indexesc                 C   s,  t ddd}ttd|d}ttd|dd}ttd|dd}ttd}t|||d}tt|jt|j t|j td}t	
|j| t|||d	}tt|jt|j t|j td}	t	
|j|	 t|||d
}
tt|jt|j t|j td}	t	
|
j|	 t|||d}tt|jt|j t|j td}t	
|j| d}tjt|d t||||d W d    n1 sw   Y  tjt|d t|||d W d    n1 sw   Y  tjt|d t|||d W d    d S 1 sw   Y  d S )NrG   r6   r  rZ   r  z
US/Centralr   r7   )r   r   rp   )rp   r   r   )r   rp   r   z0Cannot join tz-naive with tz-aware DatetimeIndexra   )r   rp   r   r^  )r   rp   r^  )r^  r   rp   )r!   r   r   rs   r   r   r  r[   rr   r>   r  rh   ri   r   )r@   rU   r8  r9  ser3ser4r  	exp_indexr   
exp_index3r  df4
exp_index4rj   rD   rD   rE   /test_frame_from_dict_with_mixed_tzaware_indexes
  sF   $zVTestDataFrameConstructorIndexInference.test_frame_from_dict_with_mixed_tzaware_indexeszkey_val, col_vals, col_typer  4utf8r6   r5   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 )Nry  )r_  rN   rM   r   )rh   r}  r  r   ArrowExtensionArrayrf   
dictionaryr/   getattrr   r9   rg   r   r=   rr   r>   r?   )r@   key_valcol_valscol_typepard  rx   rC   rD   rD   rE   %test_dict_data_arrow_column_expansion
  s   
	 &zLTestDataFrameConstructorIndexInference.test_dict_data_arrow_column_expansionN)	rE  rF  rG  r  r  rh   r  r  r  rD   rD   rD   rE   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 )
NrM   r  z)Trying to coerce float values to integersra   rc   r7   r   r`   r   )r9   r   r   r  rh   ri   r   r   roundr  rC  rg   r   r   r=   )r@   rA   rj   rB   rD   rD   rE   "test_floating_values_integer_dtype  s,   
"zLTestDataFrameConstructorWithDtypeCoercion.test_floating_values_integer_dtypeN)rE  rF  rG  r  rD   rD   rD   rE   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$d% Zd&S )'&TestDataFrameConstructorWithDatetimeTZrL   r  zdateutil/US/Easternc           
      C   s   t dddd}||}td|d|d}td|j}|d	 j|ks$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?  rZ   rX   rp   c                 S   r  rD   r  r  rD   rD   rE   r   9  r   zeTestDataFrameConstructorWithDatetimeTZ.test_construction_preserves_tzaware_dtypes.<locals>.<listcomp>c                 S   r  rD   r  r  rD   rD   rE   r   :  r   r  dr_tzdatetimes_naivedatetimes_with_tzr  r  )r  r  r  r  )r!   rs   r   r   tzinfor8   r  r   r9   r>   ru   )
r@   rL   r  r  rB   tz_expectedr  r  rx   rC   rD   rD   rE   *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.ra   r   r  r7   /Cannot unbox tzaware Timestamp to tznaive dtypert  r%  r  )r   r  rh   ri   r   r   r   r9   rf   rr   r   )r@   tz_aware_fixturer  rL   r  rj   msg2rD   rD   rE   'test_constructor_data_aware_dtype_naiveK  s8   "zNTestDataFrameConstructorWithDatetimeTZ.test_constructor_data_aware_dtype_naivec                 C   s   t tdddddd}tddd}t||d	}|d
 js!J d|d
 jd
ks*J t|d
 t|d
d t|d t|dd d S )Nr  r6   r  rJ   r   rq   20130110r  r?  r   zM8[ns, US/Easternrp   )r   r!   r   r8   re   r>   ru   r   )r@   rw   r  rB   rD   rD   rE   test_from_dictm  s   z5TestDataFrameConstructorWithDatetimeTZ.test_from_dictc                 C   s   t ddddd}t|}t|d t|dd tt|}t|d t|dd t dddd}t|}t|d t|dd tt|}t|d t|dd d S )	Nr  r6   r  r   )rK   rL   re   rq   rJ   r   )r!   r   r>   ru   r   )r@   r  r   rD   rD   rE   test_from_index{  s   z6TestDataFrameConstructorWithDatetimeTZ.test_from_indexc                 C   sB   t ddd}t||d}td|d|d td|jd|d d S )Nr  r   r  rZ   r   r	  )r!   r   r   r   )r@   r  r  rD   rD   rE   +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?  rZ   rp   )r!   r   r   r"   rC  )r@   r  r  r   rD   rD   rE   +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20130101T10:00:00r6   r  r  )r  rK   r  rL   
timestampsr   r  z20130101T10:01:00z20130101T10:02:00)r!   r   r   r>   r?   )r@   r  rx   rC   rD   rD   rE   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    rn  333333?@)r  r  r  )r  r  )r  r  i  r   )r  r  )r  r  r}  )r   r9   rg   r   r>   r?   )r@   r   poprx   rC   rD   rD   rE   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 04:30r6   r  rJ   rN   r  rh  )
r!   rP   r=   rr   r;   r   r  r  r8   rC  )r@   rU   r   rB   rD   rD   rE   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+0100CETz2013-01-03 00:00:00+0100r7   r   r   )r  r  zdatetime64[ns, CET])
r9   rf   r   r  r   rr   r  r   r  rC  )r@   rA   r  expected_dtypesrD   rD   rE   $test_from_tzaware_mixed_object_array  s*   



zKTestDataFrameConstructorWithDatetimeTZ.test_from_tzaware_mixed_object_arrayc                 C   s:   t dd}t|dd}t|d}t|| d S )Nr   )r   rM   zdatetime64[ns, UTC]r7   )r9   r:   r;   r   r=   r>   r?   )r@   
array_dim2rB   rC   rD   rD   rE   test_from_2d_ndarray_with_dtype  s   zFTestDataFrameConstructorWithDatetimeTZ.test_from_2d_ndarray_with_dtyper  c                 C   s   |h d}d|j  d}tjt|d td|i W d    n1 s%w   Y  tjt|d t| W d    d S 1 sAw   Y  d S )N>   rN   rM   r6   'z' type is unorderedra   r|   )rE  rh   ri   r   r   r   )r@   r  r   rj   rD   rD   rE   !test_construction_from_set_raises  s   
"zHTestDataFrameConstructorWithDatetimeTZ.test_construction_from_set_raisesc                 C   s>   t jdddddd}t|}tdd |jjD sJ d S )	Nr   r4   r  r7   r5   r6   c                 s   s    | ]}t |tV  qd S r   )r   r#   )r   rA   rD   rD   rE   r     s    zeTestDataFrameConstructorWithDatetimeTZ.test_construction_from_ndarray_datetimelike.<locals>.<genexpr>)r9   r:   r;   r   rC  rR   r   r   rD   rD   rE   +test_construction_from_ndarray_datetimelike  s   zRTestDataFrameConstructorWithDatetimeTZ.test_construction_from_ndarray_datetimelikec                 C   s   t jdd}tdgj}d}tjt	|d t
|dg|d W d    n1 s,w   Y  tg d}tjt	|d t
|dd	gd
 W d    d S 1 sSw   Y  d S )NrM   r$  r   z'len\(arrays\) must match len\(columns\)ra   r   r  )r   r   r  r   r   )r9   r   r   r  r  rf   r8   rh   ri   r   r   )r@   rA   r8   rj   arr2rD   rD   rE   >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  r  zindex cannot be a setra   r|   r   rZ   zcolumns cannot be a set>   r|   r   r   r   rZ  r  rD   rD   rE   "test_columns_indexes_raise_on_sets  s   "zITestDataFrameConstructorWithDatetimeTZ.test_columns_indexes_raise_on_setsN)rE  rF  rG  rh   r  r  r  r  r  r  r  r  r  r  r  r  r  set	frozensetr  r  r  r  rD   rD   rD   rE   r  -  s&    

!	

r  c                 C   s   t | tr
| jd S | jd S )Nr   r   )r   r   r   rO  rD   rD   rE   get1  s   


r  c                   @   s   e Zd Zejeedgddd Zejdd Zej	
ddd	gd
d Zdd Zdd Zdd Zej	
dejejgdd Zej	
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  rD   rD   rE   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 )
Nr[   rM   r   r   c                    s   | | dfi  |S )NrO   rD   r   kwargsextrar   rD   rE   r   $  s    z,TestFromScalar.constructor.<locals>.<lambda>c                    s   d| ifi  |S Nr   rD   r  r  rD   rE   r   (  r2  c                    s   | | gfi  |S r   rD   r  r  rD   rE   r   *  r2  c                    s   d| | gifi  |S r  rD   r  r  rD   rE   r   ,  s    )r   r   	functoolspartialr  r   )r@   r   r  rD   r  rE   r     s   
zTestFromScalar.constructorr8   rl   r   c                 C   s8   |t j|d}t|j|ksJ t| sJ d S r  )r  r   r9   rC  r  r"   )r@   r8   r   r   rD   rD   rE   test_from_nat_scalar.  s   z#TestFromScalar.test_from_nat_scalarc                 C   s(   t d}||dd}t||ksJ d S )NrN   r   r7   r   r  )r@   r   r  r   rD   rD   rE   *test_from_timedelta_scalar_preserves_nanos4  s   z9TestFromScalar.test_from_timedelta_scalar_preserves_nanosc                 C   s,   |t d }||dd}t||ksJ d S )NrN   rl   r7   r  )r@   r   fixed_now_tsr  r   rD   rD   rE   *test_from_timestamp_scalar_preserves_nanos:  s   z9TestFromScalar.test_from_timestamp_scalar_preserves_nanosc                 C   s4   t d}| }||td}tt|tjsJ d S )NrN   r7   )r   to_timedelta64rr   r   r  r9   r  )r@   r   r  td64r   rD   rD   rE   #test_from_timedelta64_scalar_object@  s   z2TestFromScalar.test_from_timedelta64_scalar_objectclsc                 C   s   |dd}t jdt jdi| }|t ju rd}nd}dd|g}tjt|d	 |||d
 W d    n1 s8w   Y  |dd}tjt|d	 |||d
 W d    d S 1 s[w   Y  d S )Nr   rX   r   rl   z?dtype datetime64\[ns\] cannot be converted to timedelta64\[ns\]z?dtype timedelta64\[ns\] cannot be converted to datetime64\[ns\]|r  ra   r7   r5   )r9   r   r  joinrh   ri   r   )r@   r   r  r]  r8   msg1rj   rD   rD   rE   (test_from_scalar_datetimelike_mismatchedG  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'  rN   r  r^  r  )r  r   r  rh   r  xfailnode
add_markerr	   r9   r   r  r>   	get_dtyper_  r   asm8r8   r@   r   r  r  r  r   r  r]  r  rx   itemr8   rD   rD   rE   #test_from_out_of_bounds_ns_datetimeY  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  )
r9   r   iinfor2   maxr  r_  r>   r  rr   )r@   r   r]  rx   r  r8   rD   rD   rE   test_out_of_s_bounds_datetime64u  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 notTr  r  rN   i  zm8[us]r^  zm8[s])r  r   r  rh   r  r  r  r   r	   r9   r  r  r>   r  r_  r   r  r8   r  rD   rD   rE   $test_from_out_of_bounds_ns_timedelta}  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  )	r9   r  r2   r  r  r_  r>   r  rr   )r@   r   r  r]  rx   r  r8   rD   rD   rE    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  ra   rl   r7   )r   r   r  r   r   rh   ri   )r@   r   r  r   rL   r  rj   errrD   rD   rE   test_tzaware_data_tznaive_dtype  s   "z.TestFromScalar.test_tzaware_data_tznaive_dtype)rE  rF  rG  rh   fixturer  r  r  r   r  r  r  r  r  r  r9   r   r  r  r	   r  r  r
   r	  r
  r  rD   rD   rD   rE   r    s(    






r  c                   @   sZ   e Zd Zejddgddd Zejdd Zdd	 Zd
d Zdd Z	dd Z
dd ZdS )TestAllowNonNanoTFr  c                 C   r  r   r  r  rD   rD   rE   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   r7   )	r9   r:   r=   r2   r   r'   _simple_newr8   r#   )r@   r  r   rD   rD   rE   rA     s
   zTestAllowNonNano.arrc                 C      t |}|j|jksJ d S r   )r   r8   )r@   rA   rw   rD   rD   rE   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  TimedeltaIndexr   r8   )r@   rA   r  rw   rD   rD   rE   test_dti_tdi_allow_non_nano  s   z,TestAllowNonNano.test_dti_tdi_allow_non_nanoc                 C   r  r   )r   r8   )r@   rA   r.  rD   rD   rE   test_series_allow_non_nano  r  z+TestAllowNonNano.test_series_allow_non_nanoc                 C   s    t |}|jd |jksJ d S r   r   r  r8   r   rD   rD   rE   test_frame_allow_non_nano  s   z*TestAllowNonNano.test_frame_allow_non_nanoc                 C   s$   t d|i}|jd |jksJ d S r   r  r   rD   rD   rE   #test_frame_from_dict_allow_non_nano  s   z4TestAllowNonNano.test_frame_from_dict_allow_non_nanoN)rE  rF  rG  rh   r  r  rA   r  r  r  r  r  rD   rD   rD   rE   r    s    

r  )Hrf   collectionsr   r   r   r   collections.abcr   dataclassesr   r	   r   r
   r  r  numpyr9   r   numpy.mar   rh   r  pandas._libsr   pandas.errorsr   pandas.util._test_decoratorsutil_test_decoratorsr  pandas.core.dtypes.commonr   pandas.core.dtypes.dtypesr   r   r   r   pandasr  r   r   r   r   r   r   r   r   r   r   r   r   r    r!   r"   pandas._testing_testingr>   pandas.arraysr#   r$   r%   r&   r'   r  r   r3   r  r  r  r  r  r  rD   rD   rD   rE   <module>   sj    D                     K  a !