o
    d                    @   s   d dl Z d dl mZ d dlmZ d dlmZ d dlZd dlZd dlZd dl	Z	d dl
Zd dlZd dlmZ d dlm  mZ d dlZd dlmZmZmZmZmZmZ d dlmZ d dlmZm Z  dd	 Z!G d
d dZ"dd Z#dd Z$dS )    N)	timedelta)Decimal)StringIO)IS64)NA	DataFrameDatetimeIndexSeries	Timestamp	read_json)ArrowStringArrayStringArrayc                 C   s<   |dv r
|j dd}|dkrtt|j|_t| | d S )N)recordsvaluesTdropr   )reset_indexrangelencolumnstmassert_frame_equal)resultexpectedorient r   T/app/.heroku/python/lib/python3.10/site-packages/pandas/tests/io/json/test_pandas.pyassert_json_roundtrip_equal    s
   r   c                   @   s  e Zd Zejdd Zejdd Zejdd Zdd Zej	
d	g d
dd Zej	
d	ddgdd Zej	
d	ddgej	
dddgddggddgddggddgddggeddgeddgggd d! Zej	
d	g d"d#d$ Zd%d& Zej	
d'd(egej	
d)d*d(gd+d, Zej	
d'd(ejgej	
d)d*d(gd-d. Zej	
d'd/ejed0gej	
d)d*d(gd1d2 Zej	
d)d*d(gd3d4 Zej	
d)d*d(gd5d6 Zej	
d)d*d(gd7d8 Zej	
d)d*d(gd9d: Zej	jd;ed<ej	
dd=d=gd>d?ggd=d@gd>d>ggd=d=gd>d>gggdAdB Zej	
dCdDdEdF dGgdfdHdIgdJdK Z!ej	
d'd*d(gej	
d)d*d(gdLdM Z"ej	
d'd*d(gdNdO Z#ej	
dPej$ej%gej	
d'd*d(gdQdR Z&ej	j'e( dSdTej	
dUg dVdWdX Z)dYdZ Z*d[d\ Z+d]d^ Z,d_d` Z-dadb Z.dcdd Z/dedf Z0dgdh Z1didj Z2dkdl Z3dmdn Z4ej	
d'd(d/gdodp Z5dqdr Z6dsdt Z7ej	
d'ejegdudv Z8dwdx Z9dydz Z:d{d| Z;ej	
d}d*e<d~gddfd(e<dgfgdd Z=dd Z>dd Z?dd Z@dd ZAdd ZBdd ZCej	
dddgej	
dd*d(gej	
deDjEeDjDegdd ZFej	
dg ddd ZGej	
dg ddd ZHdd ZIej	
dg ddd ZJdd ZKej	
dg ddd ZLdd ZMdd ZNdd ZOej	jPeQjPdd*dej	
ddeRjSddgddgdeRjSddggdd ZTdd ZUdd ZVdd ZWej	
dd*d(gej	
dddgej	
deRjXeYgdd ZZddÄ Z[ddń Z\ddǄ Z]ddɄ Z^dd˄ Z_dd̈́ Z`ddτ Zaej	
dedуedddedԃgddք Zbdd؄ Zcej	
deRjdddd܍eRjdddddލeRjdddd܍gdd Zedd Zfdd Zgej	jheijjdd Zkdd Zldd Zmej	
denjod enjod  gdd Zpej	
dddgdd Zqdd Zrdd Zsej	jdetd<dd Zudd Zvej	
dd/ddgddgddgddgd dggej	
dddgddgd dggdd Zwdd Zxej	
d	g ddd Zyej	
d'd*eed	gd
d Zzdd Z{ej	
de|ddgddggddgdddgddgddggdfe|ddgddggddgd}dddgddgddggdfe|ddgddggddgddgddggdddgddgddggdfe<g ddddg ddfe<g ddd}ddg ddfe<ddgdddgddggddddgdfgdd Z~ej	
de|ddgddggddgde|ddgddggddgd}de|ddgddggddgddgddggde<g ddde<g ddd}de<ddgdddgddggdgdd Zej	
d	g ddd  Zej	
d	dd!gej	
dd*d(gd"d# Zd$d% Zej	
d&g d'd(d) Zej	
d*g d+d,d- Zej	
d.d/d0gd1d2 Zej	
d3d4d5ejdd6ej	jd7dTd8ejd!d6ej	jd7dTd8gd9d: Zej	
d;g d<d=d> Zej	
d3g d?d@dA ZdBdC ZdDdE ZdFdG Zej	
dHe|g dg dIdJdKfgdLdM Zej	jhdNdO ZdPdQ ZdRdS ZdTdU ZdVdW Zej	
dXe<dYdZd[d\d]fe<d^d_d`d\dafe|dbdcgdddeggdffe|dgdhgdidjggdkfgdldm Zdndo Zej	
d	g dpdqdr Zej	
d	g dsdtdu Zdvdw Zd/S (x  TestPandasContainerc                 C   sz   t  }t|}dgd dgd  dgd  dgt|d   }tj|dd|_tt||d< t	j
t|d	d
|d< |S )NZbah   barbazfoo   Enameint64dtypesort)r   ZgetSeriesDatar   r   pdZCategoricalIndexindexlistreversednpZarange)selfZ_seriesdZ
_cat_framecatr   r   r   categorical_frame)   s   0z%TestPandasContainer.categorical_framec                 C   s    t  }d|_|jd |_|S )Nts)r   ZmakeTimeSeriesr&   r,   
_with_freq)r0   serr   r   r   datetime_series5   s   z#TestPandasContainer.datetime_seriesc                 C   s   t t }|jd |_|S N)r   r   ZgetTimeSeriesDatar,   r4   r0   dfr   r   r   datetime_frame>   s   z"TestPandasContainer.datetime_framec                 C   sN   t ddgddggddgddgd	}t|j|d
|d
}| }t||| d S )Nabcdz	index " 1z	index / 2za \ bzy / zr,   r   r   r   r   to_jsoncopyr   r0   r   r9   r   r   r   r   r    test_frame_double_encoded_labelsF   s   z4TestPandasContainer.test_frame_double_encoded_labelsr   )splitr   r   c                 C   sN   t ddgddggddgddgd}t|j|d	|d	}| }t||| d S )
Nr;   r<   r=   r>      xyr?   r@   rA   rD   r   r   r   test_frame_non_unique_indexR   s   "z/TestPandasContainer.test_frame_non_unique_indexr,   r   c                 C   sn   t ddgddggddgddgd}d	| d
}tjt|d |j|d W d    d S 1 s0w   Y  d S )Nr;   r<   r=   r>   rG   rH   rI   r?   z+DataFrame index must be unique for orient=''matchr@   r   pytestraises
ValueErrorrB   r0   r   r9   msgr   r   r   "test_frame_non_unique_index_raisesZ   s
   ""z6TestPandasContainer.test_frame_non_unique_index_raisesrF   r   datar;   r<   r=   r>         ?      @g      @g      @rG      20130101Z20130102c                 C   s   t |ddgddgd}t|j|d|dgd}|dkrBt |}|jd d df jd	krA|jd d df tjd
 |jd d df< n|dkrM|}ddg|_t	
|| d S )NrG      rH   r?   r@   )r   convert_datesr   r   datetime64[ns]@B rF   zx.1)r   r   rB   ilocr)   viewr/   r'   r   r   r   )r0   r   rU   r9   r   r   r   r   r   test_frame_non_unique_columnsa   s   ,
z1TestPandasContainer.test_frame_non_unique_columns)r,   r   r   c                 C   sn   t ddgddggddgddgd}d	| d
}tjt|d |j|d W d    d S 1 s0w   Y  d S )Nr;   r<   r=   r>   rG   rZ   rH   r?   z-DataFrame columns must be unique for orient='rK   rL   r@   rN   rR   r   r   r   $test_frame_non_unique_columns_raises   s
   ""z8TestPandasContainer.test_frame_non_unique_columns_raisesc                 C      |  |j ddksJ d S )Nr   r@   rB   )r0   float_framer   r   r   test_frame_default_orient      z-TestPandasContainer.test_frame_default_orientr)   Fconvert_axesTc                 C   0   |j |d}t||||d}|}t||| d S Nr@   r   rg   r)   rB   r   r   )r0   r   rg   r)   rd   rU   r   r   r   r   r   test_roundtrip_simple   s   z)TestPandasContainer.test_roundtrip_simplec                 C   rh   ri   rk   )r0   r   rg   r)   	int_framerU   r   r   r   r   r   test_roundtrip_intframe   s   z+TestPandasContainer.test_roundtrip_intframeNZU3c                 C   s   t tddd tdD dd tdD |d}|j|d}t||||d	}| }|s3|tj}|rJ|d
v rJ|j	tj|_	|j
tj|_
n|dkrY|rY|j	tj|_	n|rg|dkrg|j	tj|_	t||| d S )N)      c                 S      g | ]}t |qS r   str.0ir   r   r   
<listcomp>       z?TestPandasContainer.test_roundtrip_str_axes.<locals>.<listcomp>rp   c                 S   rq   r   rr   rt   r   r   r   rw      rx   ro   )r   r,   r)   r@   rj   r?   r   rF   )r   r/   Zzerosr   rB   r   rC   astyper'   r   r,   r   )r0   r   rg   r)   r9   rU   r   r   r   r   r   test_roundtrip_str_axes   s&   z+TestPandasContainer.test_roundtrip_str_axesc                 C   sn   |dv r|j tjjd| dd |j|d}t|||d}| }|j	t
|_d |j_t||| d S )Nr?   z.Can't have duplicate index values for orient 'z')reasonr@   r   rg   )node
add_markerrO   markxfailrB   r   rC   r,   ry   rs   r&   r   )r0   requestr   r2   rg   rU   r   r   r   r   r   test_roundtrip_categorical   s   
z.TestPandasContainer.test_roundtrip_categoricalc                 C   st   t  }|j|d}t|||d}|dkr&tjg |rtntd}t ||d}n|dv r.t  }n| }t	|| d S )Nr@   r}   rF   r(   r?   )
r   rB   r   r+   IndexfloatobjectrC   r   r   )r0   r   rg   Zempty_framerU   r   idxr   r   r   r   test_roundtrip_empty   s   z(TestPandasContainer.test_roundtrip_emptyc                 C   s`   |j |d}t|||d}| }|s(|jtjd }|dkr%|t}||_t	||| d S )Nr@   r}   r]   rF   )
rB   r   rC   r,   r_   r/   r'   ry   rs   r   )r0   r   rg   r:   rU   r   r   r   r   r   r   test_roundtrip_timestamp   s   
z,TestPandasContainer.test_roundtrip_timestampc           	      C   s   t g d}g dg dg dg dd}t||d}|j|d}t|||d	}| }|jdi |d
t	j
}t||| d S )N)r;   r<   r=   r>   e)              ?       @      @      @)r   r   r   r   r   )Zfoo1Zfoo2Zfoo3Zfoo4Zfoo5)TFTFTABCD)rU   r,   r@   r}   numberr   )r+   r   r   rB   r   rC   ZassignZselect_dtypesry   r/   r'   r   )	r0   r   rg   r,   r   r9   rU   r   r   r   r   r   test_roundtrip_mixed   s   z(TestPandasContainer.test_roundtrip_mixedz9#50456 Column multiindex is stored and loaded differently)r|   rP   Z2022ZJANZFEBZ2023c                 C   sD   t ddgddggtj|d}t|jdddd}t|| d S )NrG   rZ   rX   rp   r   rF   r@   )r   r+   Z
MultiIndexZfrom_arraysr   rB   r   r   )r0   r   r9   r   r   r   r   test_roundtrip_multiindex  s   
z-TestPandasContainer.test_roundtrip_multiindexzdata,msg,orient)z{"key":b:a:d}zExpected object or valuer   zO{"columns":["A","B"],"index":["2","3"],"data":[[1.0,"1"],[2.0,"2"],[null,"3"]]}|z;Length of values \(3\) does not match length of index \(2\))zW{"columns":["A","B","C"],"index":["1","2","3"],"data":[[1.0,"1"],[2.0,"2"],[null,"3"]]}z+3 columns passed, passed data had 2 columnsrF   )zN{"badkey":["A","B"],"index":["2","3"],"data":[[1.0,"1"],[2.0,"2"],[null,"3"]]}zunexpected key\(s\): badkeyrF   c                 C   sD   t jt|d tt||d W d    d S 1 sw   Y  d S )NrL   r@   )rO   rP   rQ   r   r   )r0   rU   rS   r   r   r   r   $test_frame_from_json_bad_data_raises  s   #"z8TestPandasContainer.test_frame_from_json_bad_data_raisesc                 C   s   t ddgg dg}t|j|d|||d}t|jd s J t ddgg d	g}t|j|d|||d}t|jd s@J d S )
NrG   rZ   rp   r      r@   rj   r   rZ   12)456)r   r   rB   r/   isnanr^   )r0   r   rg   r)   Znum_dfr   Zobj_dfr   r   r   !test_frame_from_json_missing_dataA  s    

z5TestPandasContainer.test_frame_from_json_missing_datac                 C   s(   t d|d}ttjg}t|| d S )Nz[null]r(   )r   r   r/   nanr   r   )r0   r)   r   r   r   r   r   (test_frame_read_json_dtype_missing_valueV  s   z<TestPandasContainer.test_frame_read_json_dtype_missing_valueinfc                 C   sF   t ddgg dg}||jd< t| |d}t|jd s!J d S )NrG   rZ   r   r   r(   )r   locr   rB   r/   r   r^   )r0   r   r)   r9   r   r   r   r   test_frame_infinity_  s   
z'TestPandasContainer.test_frame_infinityz$not compliant on 32-bit, xref #15865r{   zvalue,precision,expected_val))gffffff?rG   r   )g333333?rG   r   )g333333rG   g       )gףp=
?rZ   r   )gCl?rX   r   )g?r#   r   c                 C   s2   t d|ig}|j|d}|d| dksJ d S )NZa_float)Zdouble_precisionz{"a_float":{"0":}}r   rB   )r0   value	precisionZexpected_valr9   encodedr   r   r   "test_frame_to_json_float_precisioni  s   z6TestPandasContainer.test_frame_to_json_float_precisionc                 C   P   t g d}d}tjt|d |jdd W d    d S 1 s!w   Y  d S NrG   rZ   rX   z+Invalid value 'garbage' for option 'orient'rL   garbager@   rN   )r0   r9   rS   r   r   r   test_frame_to_json_exceptz  
   "z-TestPandasContainer.test_frame_to_json_exceptc                 C   sf   t ddgd}|jrJ tjt| t|jd|dd t dg ig djd	d
}d}||ks1J d S )Njimjoer   r(   Fcheck_index_typetestr,   r   r@   z{"test":{}})r   _is_mixed_typer   r   r   rB   dictdtypesr0   r9   r   r   r   r   r   test_frame_empty  s   
z$TestPandasContainer.test_frame_emptyc                 C   sP   t ddgd}|d d|d< |jsJ tjt| t|jd|dd d S )Nr   r   r   i8r(   Fr   )	r   ry   r   r   r   r   rB   r   r   r8   r   r   r   test_frame_empty_mixedtype  s   

z.TestPandasContainer.test_frame_empty_mixedtypec                 C   s   g dg dg dg dg}t |tdg dd}|jsJ | }dD ]}|j|d	}t||d
d}t|| q$t	t
||_|jdd	}t|dd
d}t|| t	|jd |_|jdd	}t|dd
d}t|| d S )N)
   rG   r"   皙?g{Gz?)   rZ   r    g?g{Gz?)   rX   r!   g333333?gQ?)(   rp   quxg?g{Gz?abcd)Z1stZ2ndZ3rdZ4thZ5thr?   )rF   r,   r   r@   Fr}   r   rG   r   )r   r-   r   rC   rB   r   r   r   r+   Z
RangeIndexr   r,   shaper   )r0   valsr9   rightr   inpleftr   r   r   test_frame_mixedtype_orient  s,   
z/TestPandasContainer.test_frame_mixedtype_orientc           
      C   s   t dd}tt|d d}tg dg dg dg dg dgg d	|d
}td|d< td|jd|j	df< |d |d< t j
|jd|j	df< |ddd}tj|d}t|}t|| |jdgdd}tj|d}t|}	t||	 d S )Nz
2000-01-03z
2000-01-07freq)gÉ?gz~Kc?gX7?gH/ƿ)g|RпgXgsBfg(ƿ)g<1=?g9?gg??gLł
)gJQg[r?T?gj<DH>?g-ѿ)gIEx?gW!i`ygP04?g+]5?r   r   r,   z19920106 18:21:32.12daterY   rX   modifiedrG   iojsonrU   ztsframe_v012.json)Zaxisztsframe_iso_v012.json)r+   
date_ranger   r/   Zasarrayr   r
   r^   r   get_locNaTospathjoinr   r   r   r   )
r0   datapathdtir9   dirpathZv12_jsonZdf_unserZdf_isoZv12_iso_jsonZdf_unser_isor   r   r   test_v12_compat  s0   z#TestPandasContainer.test_v12_compatc                 C   s   t jdddd}tt|d d}tg dg dg dg d	g d
g dd|d}|jd|_t|jdddd}t	j
||ddddd d S )NZ20000101r   H)periodsr   r   )
g}S? wgbm?gz(~J	?g1?gk*MgvTj?g7j	" Y?gp+KS(g񒬁?gZtSy)
iL,i_}i4ziKeiL&i%giDiY)L i;eiD )
Z78c608f1Z64a99743Z13d2ff52Zca7f4af2Z97236474Zbde7e214Z1a6bde47Zb1190be5Z7a669144Z8d64d068)
gD!gIxJ g%
@gP\<g޿gPl?gFzn?g5mH/?gpH%gI?)
Z14f04af9Zd085da90Z4bcfac83Z81504cafZ2ffef4a9Z08e2f5c4Z07e1af03Zaddbd4a7Z1f6a09baZ4bfc4d87)
i/iiYi6iI i;>i	i( i0q{iѪ)Zfloat_1Zint_1Zstr_1Zfloat_2Zstr_2Zint_2r   unicoderF   r@   T)r   Zcheck_column_typeZ	by_blocksZcheck_exact)r+   r   r   r-   r   r   ry   r   rB   r   r   )r0   r,   df_mixedZdf_roundtripr   r   r   test_blocks_compat_GH9037  s,   JO
z-TestPandasContainer.test_blocks_compat_GH9037c           
      C   s  G dd d}d}||}t d|jgi}| d| dks!J t d|gi}d}tjt|d |  W d    n1 s@w   Y  t |gd	gd
ddgd}tjt|d |  W d    n1 shw   Y  |jtd}d| d}	||	ksJ |jtdd| dksJ d S )Nc                   @   s$   e Zd ZdddZdefddZdS )zFTestPandasContainer.test_frame_nonprintable_bytes.<locals>.BinaryThingreturnNc                 S   s   || _ t|| _d S r7   )hexedbytesfromhexbinary)r0   r   r   r   r   __init__4  s   zOTestPandasContainer.test_frame_nonprintable_bytes.<locals>.BinaryThing.__init__c                 S   s   | j S r7   )r   r0   r   r   r   __str__8  s   zNTestPandasContainer.test_frame_nonprintable_bytes.<locals>.BinaryThing.__str__r   N)__name__
__module____qualname__r   rs   r   r   r   r   r   BinaryThing3  s    
r   Z574b4454ba8c5eb4f98a8f45r   z{"A":{"0":""}}z6Unsupported UTF-8 sequence length when encoding stringrL   rG   r   r   r   r   default_handlerz"},"B":{"0":1}})r   r   rB   rO   rP   OverflowErrorrs   )
r0   r   r   ZbinthingZdf_printableZdf_nonprintablerS   r   r   r   r   r   r   test_frame_nonprintable_bytes0  s*   




z1TestPandasContainer.test_frame_nonprintable_bytesc                 C   s<   t dd dgddgi }ddd  d}||ksJ d S )Nr    i rG   r"   i9  {"z":{"0":1},"foo":{"0":1337}}r   r0   r   r   r   r   r   test_label_overflowV  s   z'TestPandasContainer.test_label_overflowc                 C   s   t ddgddgd}d}tjt|d |jdd W d    n1 s$w   Y  t|t|jd	dd	d
d t|jdddd
d}t|j	|j	 d S )Nr;   r<   rG   r   z.Series index must be unique for orient='index'rL   r,   r@   rF   series)r   typr   )
r	   rO   rP   rQ   rB   r   assert_series_equalr   Zassert_numpy_array_equalr   )r0   srS   Zunserializedr   r   r   test_series_non_unique_index\  s   z0TestPandasContainer.test_series_non_unique_indexc                 C   rb   Nr,   r@   rc   )r0   string_seriesr   r   r   test_series_default_orientk  rf   z.TestPandasContainer.test_series_default_orientc                 C   P   |j |d}t|d|d}|}|dv r|jdd}|dkr d |_t|| d S Nr@   r   r   r   r   r   Tr   rF   rB   r   r   r&   r   r   )r0   r   r  rU   r   r   r   r   r   test_series_roundtrip_simplen     z0TestPandasContainer.test_series_roundtrip_simplec                 C   sR   |j |d}t|d||d}|}|dv r|jdd}|dkr!d |_t|| d S )Nr@   r   )r   r   r)   r  Tr   rF   r  )r0   r   r)   Zobject_seriesrU   r   r   r   r   r   test_series_roundtrip_objectz  s   z0TestPandasContainer.test_series_roundtrip_objectc                 C   s^   t g g tjd}|j|d}t|d|d}|jdd}|dv r'|jtj|_t	|| d S )Nr,   r)   r@   r   r  Tr   rF   )
r	   r/   float64rB   r   r   r,   ry   r   r   )r0   r   Zempty_seriesrU   r   r   r   r   r   test_series_roundtrip_empty  s   z/TestPandasContainer.test_series_roundtrip_emptyc                 C   r  r  r  )r0   r   r6   rU   r   r   r   r   r    test_series_roundtrip_timeseries  r
  z4TestPandasContainer.test_series_roundtrip_timeseriesc                 C   sZ   t tdg dd}|j|d}t|d|d}| }|dv r%|jdd	}t|| d S )
Nr   r;   r<   r=   r>   r   fr   r@   r   r  r  Tr   )r	   r   rB   r   rC   r   r   r   )r0   r   r)   r   rU   r   r   r   r   r   test_series_roundtrip_numeric  s   z1TestPandasContainer.test_series_roundtrip_numericc                 C   r   r   )r	   rO   rP   rQ   rB   )r0   r   rS   r   r   r   test_series_to_json_except  r   z.TestPandasContainer.test_series_to_json_exceptc                 C   s2   t g d}t| ddd}tj||dd d S )N=
ףp=@r  r  r   T)r   precise_floatFr   )r	   r   rB   r   r   r0   r   r   r   r   r   #test_series_from_json_precise_float  s   z7TestPandasContainer.test_series_from_json_precise_floatc                 C   s>   t g d}t| dtjd}t dgd }t|| d S )Nr  r   r   r)   rp   rX   )r	   r   rB   r/   r'   r   r   )r0   r   r   r   r   r   r   test_series_with_dtype  s   z*TestPandasContainer.test_series_with_dtypezdtype,expected
2000-01-01r\   r(   l    ,Uqc                 C   s4   t dgdd}| }t|d|d}t|| d S )Nr  r\   r(   r   r  )r	   rB   r   r   r   )r0   r)   r   r   rU   r   r   r   r   test_series_with_dtype_datetime  s   z3TestPandasContainer.test_series_with_dtype_datetimec                 C   s4   t g dg dg}t| dd}t|| d S )Nr  T)r  r   r   rB   r   r   r0   r9   r   r   r   r   "test_frame_from_json_precise_float  s   z6TestPandasContainer.test_frame_from_json_precise_floatc                 C   s6   t tdg ddd}t| d d}t|| d S )Nr   r  r'   r  r   )r	   r   r   rB   r   r   r  r   r   r   test_typ  s   zTestPandasContainer.test_typc                 C   sf   t g dg dg}t| }t|| t g dg ddg dd}t| }t|| d S )Nr   r   r;   r<   )r   r   r   r   r  r  r   r   r   test_reconstruction_index  s   z-TestPandasContainer.test_reconstruction_indexc                 C   sR   t d}|||fD ]}|| t| qW d    d S 1 s"w   Y  d S )N	test.json)r   ensure_cleanrB   r   )r0   rd   rm   r:   r   r9   r   r   r   	test_path  s   

"zTestPandasContainer.test_pathc                 C   sR   |  }t|}t|| |  }t|dd}tj||dd |jd u s'J d S )Nr   r   F)Zcheck_names)rB   r   r   r   r   r&   )r0   r6   r:   r   r   r   r   r   test_axis_dates  s   z#TestPandasContainer.test_axis_datesc                 C   s   |}t d|d< | }t|}t|| d|d< |jdd}t|dd}| }|d jd	|d< |d d
|d< t|| t	t d|j
d}| }t|dd}t|| d S )NrY   r   r   r"   ns	date_unitFr[   r   r'   r   r   r   )r
   rB   r   r   r   rC   r   r_   ry   r	   r,   r   )r0   r6   r:   r9   r   r   r   r3   r   r   r   test_convert_dates  s    z&TestPandasContainer.test_convert_datesdate_formatepochiso	as_objectdate_typc                 C   sl   |ddddt jg}|r|d t||d}|j|d}|dkr$d}nd	}|r.|d
d}||ks4J d S )Ni  rG   )yearmonthdayr;   r   r-  r.  z+{"1577836800000":1577836800000,"null":null}zA{"2020-01-01T00:00:00.000":"2020-01-01T00:00:00.000","null":null}}	,"a":"a"})r+   r   appendr	   rB   replace)r0   r-  r0  r1  rU   r5   r   r   r   r   r   test_date_index_and_values  s   
z.TestPandasContainer.test_date_index_and_values
infer_word)Z
trade_timer   datetimeZsold_atr   	timestampZ
timestampsc                 C   sf   ddl m} dd|diddig}tdtdgdtjggd|gd}t||d|g }t|| d S )	Nr   dumpsidrG   l    $ArZ   z
2002-11-08r   )	pandas.io.jsonr?  r   r
   r+   r   r   r   r   )r0   r;  r?  rU   r   r   r   r   r   test_convert_dates_infer  s   z,TestPandasContainer.test_convert_dates_inferzdate,date_unit))20130101 20:43:42.123N)20130101 20:43:42r   )rC  ms)z20130101 20:43:42.123456us)z20130101 20:43:42.123456789r(  c                 C   s   |}t ||d< tj|jd|jdf< tj|jd|jdf< |r*|jd|d}n|jdd}t|}| }t	
|| d S )Nr   rG   r   r/  r-  r*  r5  )r
   r+   r   r^   r   r   rB   r   rC   r   r   )r0   r   r*  r:   r9   r   r   r   r   r   r   test_date_format_frame5  s   z*TestPandasContainer.test_date_format_framec                 C   sJ   |}d}t jt|d |jddd W d    d S 1 sw   Y  d S )N*Invalid value 'foo' for option 'date_unit'rL   r/  r"   rG  )rO   rP   rQ   rB   )r0   r:   r9   rS   r   r   r   test_date_format_frame_raisesM  s
   "z1TestPandasContainer.test_date_format_frame_raisesc                 C   sn   t t||jd}tj|jd< tj|jd< |r|jd|d}n|jdd}t|dd}| }t	
|| d S )	Nr   rG   r   r/  rG  r5  r   r   )r	   r
   r,   r+   r   r^   rB   r   rC   r   r   )r0   r   r*  r6   r3   r   r   r   r   r   r   test_date_format_seriesS  s   z+TestPandasContainer.test_date_format_seriesc                 C   sX   t td|jd}d}tjt|d |jddd W d    d S 1 s%w   Y  d S )NrC  r   rI  rL   r/  r"   rG  )r	   r
   r,   rO   rP   rQ   rB   )r0   r6   r3   rS   r   r   r   test_date_format_series_raisesi  s
   "z2TestPandasContainer.test_date_format_series_raisesunit)r   rE  rF  r(  c                 C   s   |}t d|d< |jd}t d|jd|f< t d|jd|f< tj|jd|f< |jd|d	}t||d
}t	|| t|d d
}t	|| d S )NrD  r   z19710101 20:43:42rG   z21460101 20:43:42rZ   rp   r.  rG  r)  )
r
   r   r   r^   r+   r   rB   r   r   r   )r0   rM  r:   r9   dlr   r   r   r   r   test_date_unito  s   z"TestPandasContainer.test_date_unitc                 C   s   d}t | d S )Nad  {
        "status": "success",
        "data": {
        "posts": [
            {
            "id": 1,
            "title": "A blog post",
            "body": "Some useful content"
            },
            {
            "id": 2,
            "title": "Another blog post",
            "body": "More content"
            }
           ]
          }
        })r   )r0   r   r   r   r   test_weird_nested_json  s   z*TestPandasContainer.test_weird_nested_jsonc                 C   sx   t tjddtdd}td|d< td|d< d|d	< tjddd
|_	|
 }t|tjtjdd}t|| d S )Nr   rZ   ZABr   rY   r   intsTboolsr   )rQ  rR  r(   )r   r/   randomrandnr-   r
   r   r+   r   r,   rB   r   r'   Zbool_r   r   )r0   Zdfj2r   r   r   r   r   test_doc_example  s   z$TestPandasContainer.test_doc_examplec                 C   sF   |dddd}t |}| }t|}t|j|j|jd| d S )Nr   r   rU   z	teams.csvr?   )	r+   Zread_csvrB   r   r   r   Zreindexr,   r   )r0   r   r   r9   r   r   r   r   r   test_round_trip_exception_  s
   
z.TestPandasContainer.test_round_trip_exception_@https://api.github.com/repos/pandas-dev/pandas/issues?per_page=5)urlZcheck_before_testzfield,dtypeZ
created_atUTCtzZ	closed_atZ
updated_atc                 C   s&   d}t |dd}|| j|ksJ d S )NrX  Tr+  )r   r)   )r0   fieldr)   rY  r   r   r   r   test_url  s   zTestPandasContainer.test_urlc                 C   s   dd }t tdtddg}|jdksJ t| dd|}t|| t tdtddgt	d	d
gd}|jdks@J t| dd|}t|| t
tdtddg}|d	 jdkseJ t|t| | d S )Nc                 S   s   t j| ddS )NrE  rM  )r+   to_timedelta)rH   r   r   r   <lambda>  s    z4TestPandasContainer.test_timedelta.<locals>.<lambda>   r   secondsztimedelta64[ns]r   r   r   rG   r   )r	   r   r)   r   rB   applyr   r   r+   r   r   r   )r0   	converterr5   r   framer   r   r   test_timedelta  s   $z"TestPandasContainer.test_timedeltac                 C   sr   t tddtddgddgtjdddd	}t|jd
d}tj|jd
d|d< t|j	|d< t
|| d S )Nrb  daysr   rc  rG   rZ   rY   )startr   r;   r<   r=   r(  r)  r_  r;   r=   )r   r   r+   r   r   rB   r`  r;   to_datetimer=   r   r   )r0   rg  r   r   r   r   test_timedelta2  s   z#TestPandasContainer.test_timedelta2c                 C   sv   t d}td}td||gitd}tdt|dj|djgi}t|j	ddddid}t
j||dd	 d S )
Nrb  rY   r;   r(   r(  r)  r'   Fr   )r   r
   r   r   r+   	TimedeltaZas_unit_valuer   rB   r   r   )r0   tdr3   rg  r   r   r   r   r   test_mixed_timedelta_datetime  s    z1TestPandasContainer.test_mixed_timedelta_datetimetimedelta_typc                 C   sp   |dd|ddt jg}|r|d t||d}|dkr d}nd}|r*|d	d
}|j|d}||ks6J d S )NrG   ri  rZ   r;   r   r/  zA{"P1DT0H0M0S":"P1DT0H0M0S","P2DT0H0M0S":"P2DT0H0M0S","null":null}z7{"86400000":86400000,"172800000":172800000,"null":null}r6  r7  r5  )r+   r   r8  r	   r9  rB   )r0   r0  r-  rs  rU   r5   r   r   r   r   r   test_timedelta_to_json  s   
z*TestPandasContainer.test_timedelta_to_jsonc                 C   sN   t  }tdd|gi}tddt|gi}t|jtd}tj||dd d S )Nr;      r   Fr   )r   r   rs   r   rB   r   r   )r0   r   rg  r   r   r   r   r   test_default_handler  s
   z(TestPandasContainer.test_default_handlerc                 C   sb   ddl m} dd }dtddtdd	gtd
d dgdddgdg}d}|||dd|ks/J d S )Nr   r>  c                 S   s(   t | trdd| jfd| jfgS t| S )N)ZmathjsComplexreZim)
isinstancecomplexrealimagrs   objr   r   r   default	  s   
zBTestPandasContainer.test_default_handler_indirect.<locals>.default	   rG   ZSTRrp   r   zN/Ar"  r;   r<   r   zR[9,[[1,null],["STR",null],[[["mathjs","Complex"],["re",4.0],["im",-5.0]],"N\/A"]]]r   r   r   )rA  r?  r   rz  r   )r0   r?  r  Zdf_listr   r   r   r   test_default_handler_indirect  s   z1TestPandasContainer.test_default_handler_indirectc                 C   sP   t ddtddgtdd tddgdd	d
gd}d}|jtdd|ks&J d S )NrG   gffffff@rp   r  r   g333333?r   r"  r;   r<   r   zE[["(1+0j)","(nan+0j)"],["(2.3+0j)","(nan+0j)"],["(4-5j)","(1.2+0j)"]]r   r  )r   rz  r   rB   rs   )r0   r9   r   r   r   r   ,test_default_handler_numpy_unsupported_dtype  s   $z@TestPandasContainer.test_default_handler_numpy_unsupported_dtypec                    s   d  fdd}t jt d tdddt gij|d W d    n1 s(w   Y  t jt d tdddtd	d
gij|d W d    d S 1 sPw   Y  d S )NZraisinc                    s   t  r7   )	TypeErrorr}  rS   r   r   my_handler_raises+  s   zJTestPandasContainer.test_default_handler_raises.<locals>.my_handler_raisesrL   r;   rG   rZ   r   rp   r  )rO   rP   r  r   r   rB   rz  )r0   r  r   r  r   test_default_handler_raises(  s   "z/TestPandasContainer.test_default_handler_raisesc                 C   sn   t dg di}|d |d< | }|d d|d< || ks#J |d }|d }| | ks5J d S )Nr   )r;   r<   r=   r;   r<   r<   r;   r   category)r   rB   ry   )r0   r9   r   r   scr   r   r   test_categorical7  s   z$TestPandasContainer.test_categoricalc                 C   s   t jdddd}|dd }t|t jdddd}| }||d< | }|| ks0J t|}t|}| | ksBJ d S )	NrY   rX   
US/Easternr   r\  utcrS  r   r   )r+   r   Z
tz_convertZtz_localizer   rC   rB   r	   )r0   tz_rangeZtz_naiver9   Zdf_naiver   ZstzZs_naiver   r   r   test_datetime_tzD  s   z$TestPandasContainer.test_datetime_tzc                 C   s   t tjdd}tj|jd d< |d}| }|| ks"J ttjd}tj|jd d< |d}| }|| ksCJ d S )Nr   rp      ZSparse)	r   r/   rT  rU  r   r   ry   rB   r	   )r0   r9   Zsdfr   r   ssr   r   r   test_sparseT  s   

zTestPandasContainer.test_sparser3   z2013-01-10 05:00:00Zz2013-01-10 00:00:00r  z2013-01-10 00:00:00-0500c                 C   sD   ddl m} d}||dd|ksJ | }||dd|ks J d S )Nr   r>  z"2013-01-10T05:00:00.000Z"TZ	iso_dates)rA  r?  to_pydatetime)r0   r3   r?  expdtr   r   r   test_tz_is_utcd  s
   	z"TestPandasContainer.test_tz_is_utcc                 C   sL   ddl m} td}d}||dd|ksJ | }||dd|ks$J d S )Nr   r>  z2013-01-10 05:00:00z"2013-01-10T05:00:00.000"Tr  )rA  r?  r
   r  )r0   r?  r3   r  r  r   r   r   test_tz_is_naiveu  s   z$TestPandasContainer.test_tz_is_naiver  z2013-01-01 05:00:00ZrZ   rS  z2013-01-01 00:00:00r  z2013-01-01 00:00:00-0500c                 C   s   ddl m} d}d}||dd|ksJ t|}||dd|ks"J ||tdd|ks/J td|i}||dd}||ksAJ ||dtiddsNJ d S )Nr   r>  z7["2013-01-01T05:00:00.000Z","2013-01-02T05:00:00.000Z"]zF{"DT":{"0":"2013-01-01T05:00:00.000Z","1":"2013-01-02T05:00:00.000Z"}}Tr  DT)rA  r?  r   ry   r   r   )r0   r  r?  r  dfexpr   r9   r   r   r   r   test_tz_range_is_utc  s   	z(TestPandasContainer.test_tz_range_is_utcc                 C   s   ddl m} tjddd}d}d}||dd	|ksJ ||tdd	|ks(J td
|i}||dd	}||ks:J ||d
tidd	sGJ d S )Nr   r>  z2013-01-01 05:00:00rZ   rS  z5["2013-01-01T05:00:00.000","2013-01-02T05:00:00.000"]zD{"DT":{"0":"2013-01-01T05:00:00.000","1":"2013-01-02T05:00:00.000"}}Tr  r  )rA  r?  r+   r   ry   r   r   )r0   r?  r   r  r  r9   r   r   r   r   test_tz_range_is_naive  s   z*TestPandasContainer.test_tz_range_is_naivec                 C   s8   t ddd}tddgddggddgd}t|| d S )	N!{"a": 1, "b": 2}
{"b":2, "a" :1}
TlinesrG   rZ   r;   r<   r   r   r   r   r   r   r   r   r   test_read_inline_jsonl  s   z*TestPandasContainer.test_read_inline_jsonlc                 C   s:   t dd|d}tddgddggddgd}t|| d S )	Nzs3n://pandas-test/items.jsonlT)r  storage_optionsrG   rZ   r;   r<   r   r  )r0   s3_resources3sor   r   r   r   r   test_read_s3_jsonl  s
   z&TestPandasContainer.test_read_s3_jsonlc              	   C   s   t d=}t|d}|d W d    n1 sw   Y  t|dd}tddgddggdd	gd
}t || W d    d S 1 sEw   Y  d S )Nztmp_items.jsonwr  Tr  rG   rZ   r;   r<   r   )r   r%  openwriter   r   r   )r0   r   infiler   r   r   r   r   test_read_local_jsonl  s   "z)TestPandasContainer.test_read_local_jsonlc                 C   s|   d}t |}t|dd}tddgddggddgd	}t|| d}t|dd}tddgddggddgd	}t|| d S )
Nu5   {"a": "foo”", "b": "bar"}
{"a": "foo", "b": "bar"}
Tr  u   foo”r    r"   r;   r<   r   )r   r   r   r   r   r0   r   r   r   r   r   r   test_read_jsonl_unicode_chars  s   z1TestPandasContainer.test_read_jsonl_unicode_charsbigNumc                 C   sp   t |tdgd}| }dt| d }||ksJ t|tdgdgd}| }dt| d }||ks6J d S )	N	articleId)r)   r,   {"articleId":r6  r   )r)   r,   r   {"0":{"articleId":r   )r	   r   rB   rs   r   )r0   r  r   r   r   r9   r   r   r   test_to_json_large_numbers  s   z.TestPandasContainer.test_to_json_large_numbersl        l            c                 C   s   t dt| d }d}tjt|d t| W d    n1 s"w   Y  t dt| d }tjt|d t| W d    d S 1 sHw   Y  d S )Nr  r6  z#Value is too small|Value is too bigrL   r  r   )r   rs   rO   rP   rQ   r   )r0   r  r   rS   r   r   r   test_read_json_large_numbers  s   

"z0TestPandasContainer.test_read_json_large_numbersc                 C   sh   d}t |}t|dd}tddgd}t|| d}t |}t|}tddgdgd	}t|| d S )
Nz'{"articleId": "1404366058080022500245"}r   r   gg_SDr  r   z.{"0": {"articleId": "1404366058080022500245"}}r   r?   )r   r   r	   r   r   r   r   r  r   r   r   test_read_json_large_numbers2  s   z1TestPandasContainer.test_read_json_large_numbers2c                 C   s   t ddgddggddgd}|jddd}d	}||ksJ t d
dgddggddgd}|jddd}d}||ks:J tt|dd| t ddgddggddgd}|jddd}d}||ksaJ tt|dd| d S )NrG   rZ   r;   r<   r   r   T)r   r  z{"a":1,"b":2}
{"a":1,"b":2}
zfoo}r    zfoo"z/{"a":"foo}","b":"bar"}
{"a":"foo\"","b":"bar"}
r  zfoo\za\z4{"a\\":"foo\\","b":"bar"}
{"a\\":"foo\"","b":"bar"}
)r   rB   r   r   r   r   r   r   r   test_to_jsonl  s   z!TestPandasContainer.test_to_jsonlz%GH#13774 encoding kwarg not supportedc                 C   s   g dg dg dg dg dg dg dt jdd	d
gdt jdd	d
gg	}dd |D }g }dtfD ]}|D ]}|t||d q5q1ddd}|D ]}|| qId S )N)   E, 17       a   b   c)r  r  r  r  )s   EE, 17r  r  r  r  )r     r  r  r  )r  r  r  r  )r  r  r  r  )   Ar  r  r  r  r  r  r  r  c                 S   s   g | ]	}d d |D qS )c                 S   s$   g | ]}t |tr|d n|qS latin-1)ry  r   decode)ru   rH   r   r   r   rw   $  s   $ zFTestPandasContainer.test_latin_encoding.<locals>.<listcomp>.<listcomp>r   )ru   rI   r   r   r   rw   #  s    z;TestPandasContainer.test_latin_encoding.<locals>.<listcomp>r  r(   r  c                 S   sZ   t d}| j||d t||d}t j| |dd W d    d S 1 s&w   Y  d S )Nr$  )encodingF)Zcheck_categorical)r   r%  rB   r   r   )r   r  r   Zretrr   r   r   	roundtrip-  s
   "z:TestPandasContainer.test_latin_encoding.<locals>.roundtripr  )r/   r   r   r8  r	   )r0   r   Zexamplesr)   valr  r   r   r   r   test_latin_encoding  s,   

z'TestPandasContainer.test_latin_encodingc                 C   sN   t dtdgi}|jddd }|  |jddd }||ks%J d S )Nr;   rG   T)r,   deep)r   rs   Zmemory_usagesumrB   )r0   r9   Zsize_beforeZ
size_afterr   r   r   "test_data_frame_size_after_to_json6  s
   z6TestPandasContainer.test_data_frame_size_after_to_jsonr   r   r   r   1.2.c                 C   sB   t ddgddgg||d}|jdd}t|dd}t|| d S )NrG   rZ   rX   rp   r?   tabler@   r   rB   r   r   r   )r0   r,   r   r   dfjsonr   r   r   r   .test_from_json_to_json_table_index_and_columns@  s   zBTestPandasContainer.test_from_json_to_json_table_index_and_columnsc                 C   sD   t ddgddgddgd}|jdd	}t|dd	}t|| d S )
NrG   rZ   r   r   r   r   rl  r  r@   r  )r0   r   r  r   r   r   r   #test_from_json_to_json_table_dtypesK  s   z7TestPandasContainer.test_from_json_to_json_table_dtypes)rF   r   r,   r   c                 C   s   t tg dddtg dddtg dddtg dd	dtg d
ddtg dddd}|j|d}t||dddd	dddd}t|| d S )Nr   r'   r(   )Nr   r   r  )N r=   r   TFTboolr;   r<   Nr  )z
2020-01-01Nz
2020-01-03r\   )IntegerFloatZObjectZBoolZCategoryZDatetimer@   r   r)   )r   	from_dictr	   rB   r   r   r   )r0   r   r   r  r   r   r   r   %test_to_json_from_json_columns_dtypesR  s0   z9TestPandasContainer.test_to_json_from_json_columns_dtypes)r<   r=   c                 C   sn   t ddgddgddgd}|jdd	}d
}tjt|d t|d|d W d    d S 1 s0w   Y  d S )NrG   rZ   r   r   r   r   rl  r  r@   z)cannot pass both dtype and orient='table'rL   r  r   rB   rO   rP   rQ   r   )r0   r)   r9   r  rS   r   r   r   !test_read_json_table_dtype_raisesp  s   "z5TestPandasContainer.test_read_json_table_dtype_raisesc                 C   st   t ddgddggddgddgd	}|jd
d}d}tjt|d t|d
dd W d    d S 1 s3w   Y  d S )NrG   rZ   rX   rp   r   r   r  r  r?   r  r@   z0cannot pass both convert_axes and orient='table'rL   Tr}   r  )r0   r9   r  rS   r   r   r   (test_read_json_table_convert_axes_raisesy  s   ""z<TestPandasContainer.test_read_json_table_convert_axes_raiseszdata, expectedrp   r   r   )r   rU   r"   r   r   r   r%   )r&   rU   )r&   r,   c                 C   s(   |j ddd}t|}||ksJ d S )NrF   Fr   r,   )rB   r   loadsr0   rU   r   r   r   r   r   test_index_false_to_json_split  s    
z2TestPandasContainer.test_index_false_to_json_splitc                 C   sL   |j ddd}t|}tjjj|ddt|jddd}||ks$J d S )Nr  Fr  r   r   r@   )ZschemarU   )rB   r   r  r+   r   Zbuild_table_schemar   to_dictr0   rU   r   r   r   r   r   test_index_false_to_json_table  s   
z2TestPandasContainer.test_index_false_to_json_table)r   r,   r   r   c                 C   sb   t ddgddggddgd}d}tjt|d	 |j|d
d W d    d S 1 s*w   Y  d S )NrG   rZ   rp   r   r;   r<   r   z?'index=False' is only valid when 'orient' is 'split' or 'table'rL   Fr  rN   rR   r   r   r   test_index_false_error_to_json  s
   "z2TestPandasContainer.test_index_false_error_to_jsonr  c                 C   s@   t ddgddgd}|j||d}t||d}t|| d S )NrG   rZ   rX   rp   r"  r  r@   r  )r0   r   r,   r   r  r   r   r   r   "test_index_false_from_json_to_json  s   z6TestPandasContainer.test_index_false_from_json_to_jsonc                 C   s6   t dddd}tdgtdgddd	}t|| d S )
Nz{"2019-01-01T11:00:00.000Z":88}r   r,   r  X   z2019-01-01 11:00:00rZ  r[  r   )r   r	   r   r   r   r   r   r   r   test_read_timezone_information  s
   z2TestPandasContainer.test_read_timezone_informationrY  )zs3://example-fsspec/zgcs://another-fsspec/file.jsonzhttps://example-site.com/datazsome-protocol://data.txtc                 C   s.   t d| d}td|gi}t|| d S )Nz{"url":{"0":"r   rY  r  )r0   rY  r   r   r   r   r   test_read_json_with_url_value  s   z1TestPandasContainer.test_read_json_with_url_valuecompression)r  z.gzz.bz2z.tarc                 C   sR   d d| }t jtd| dd t| W d    d S 1 s"w   Y  d S )NA  aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaz.jsonzFile z does not existrL   )rO   rP   FileNotFoundErrorr   )r0   r  Zlong_json_pathr   r   r   'test_read_json_with_very_long_file_path  s   
"z;TestPandasContainer.test_read_json_with_very_long_file_pathzdate_format,key)r.  i \&)r/  Z
P1DT0H0M0Sc                 C   s@   t dggtdgd}d| d}|j|d}||ksJ d S )NrG   Z1Dr   r   z
":{"0":1}}r5  )r   r+   ro  rB   )r0   r-  keyr9   r   r   r   r   r   test_timedelta_as_label  s   z+TestPandasContainer.test_timedelta_as_labelzorient,expected)r,   z{"('a', 'b')":{"('c', 'd')":1}})r   z{"('c', 'd')":{"('a', 'b')":1}}r  z,Produces JSON but not in a consistent manner)Zmarksc                 C   s2   t dggdgdgd}|j|d}||ksJ d S )NrG   r"  )r=   r>   r?   r@   r   r0   r   r   r9   r   r   r   r   test_tuple_labels  s   z%TestPandasContainer.test_tuple_labelsindent)rG   rZ   rp   c                 C   s   t ddgddggddgd}|j|d}d	| }d
| d| | d| | d| d| d| | d| | d| d}||ksAJ d S )Nr"   r    r!   r   r;   r<   r   r   z{
z"a":{
z"0":"foo",
z
"1":"baz"
z},
z"b":{
z"0":"bar",
z
"1":"qux"
z}
}r   )r0   r  r9   r   spacesr   r   r   r   test_to_json_indent#  s:   z'TestPandasContainer.test_to_json_indent))rF   z{
    "columns":[
        "a",
        "b"
    ],
    "index":[
        0,
        1
    ],
    "data":[
        [
            "foo",
            "bar"
        ],
        [
            "baz",
            "qux"
        ]
    ]
})r   zf[
    {
        "a":"foo",
        "b":"bar"
    },
    {
        "a":"baz",
        "b":"qux"
    }
])r,   zn{
    "0":{
        "a":"foo",
        "b":"bar"
    },
    "1":{
        "a":"baz",
        "b":"qux"
    }
})r   zn{
    "a":{
        "0":"foo",
        "1":"baz"
    },
    "b":{
        "0":"bar",
        "1":"qux"
    }
})r   zV[
    [
        "foo",
        "bar"
    ],
    [
        "baz",
        "qux"
    ]
])r  aa  {
    "schema":{
        "fields":[
            {
                "name":"index",
                "type":"integer"
            },
            {
                "name":"a",
                "type":"string"
            },
            {
                "name":"b",
                "type":"string"
            }
        ],
        "primaryKey":[
            "index"
        ],
        "pandas_version":"1.4.0"
    },
    "data":[
        {
            "index":0,
            "a":"foo",
            "b":"bar"
        },
        {
            "index":1,
            "a":"baz",
            "b":"qux"
        }
    ]
}c                 C   s:   t ddgddggddgd}|j|dd	}||ksJ d S )
Nr"   r    r!   r   r;   r<   r   rp   )r   r  r   r  r   r   r   test_json_indent_all_orients7  s   wz0TestPandasContainer.test_json_indent_all_orientsc                 C   sB   t jtdd t jdd W d    d S 1 sw   Y  d S )Nzmust be a nonnegative integerrL   r  )rO   rP   rQ   r   rB   r   r   r   r    test_json_negative_indent_raises  s   "z4TestPandasContainer.test_json_negative_indent_raisesc                 C   s:   d}t |}tdtjdtjdtj dg}t|| d S )Nz?["a", NaN, "NaN", Infinity, "Infinity", -Infinity, "-Infinity"]r;   NaNInfinityz	-Infinity)r   r   r/   r   r   r   r   r  r   r   r   test_emca_262_nan_inf_support  s   z1TestPandasContainer.test_emca_262_nan_inf_supportc                 C   s>   t ddiddig}tdddgi}t|}t|| d S )NcolZ31900441201190696999Text)r   r?  r   r   r   r   )r0   Zencoded_jsonr   r   r   r   r   test_frame_int_overflow  s   z+TestPandasContainer.test_frame_int_overflowzdataframe,expectedrl  rH   rI   zU{"(0, 'x')":1,"(0, 'y')":"a","(1, 'x')":2,"(1, 'y')":"b","(2, 'x')":3,"(2, 'y')":"c"}c                 C   s$   |  }|jdd}||ksJ d S r  )stackrB   )r0   Z	dataframer   r   r   r   r   r   test_json_multiindex  s   z(TestPandasContainer.test_json_multiindexc                 C   s   d\}}t g dg dd}|jd| d| |d d}	 |d
d |dj D v r0d S td |d8 }|dksAJ dq)N)pandas-testr$  r   )rZ   rp   r   r  zs3:///)r  r   Tc                 s   s    | ]}|j V  qd S r7   )r  )ru   r~  r   r   r   	<genexpr>  s    
z1TestPandasContainer.test_to_s3.<locals>.<genexpr>r  r   r   z,Timed out waiting for file to appear on moto)r   rB   ZBucketobjectsalltimesleep)r0   r  r  Zmock_bucket_nameZtarget_filer9   timeoutr   r   r   
test_to_s3  s   
zTestPandasContainer.test_to_s3c                 C   sD   t |trtjjdd}|j| t|gg }|dks J d S )Nznot implementedr{   z{"0":{"0":null}})	ry  r   rO   r   r   r~   r   r   rB   )r0   Znulls_fixturer   r   r   r   r   r   test_json_pandas_nulls  s
   
z*TestPandasContainer.test_json_pandas_nullsc                 C   s(   t ddd}tg d}t|| d S )Nz[true, true, false]r   r   )TTF)r   r	   r   r   r   r   r   r   test_readjson_bool_series  s   z-TestPandasContainer.test_readjson_bool_seriesc                 C   s:   t dtddddgd }| }d}||ksJ d S )NTz
2017-01-20z
2017-01-23r"   r    r?   a  {"(Timestamp('2017-01-20 00:00:00'), 'foo')":true,"(Timestamp('2017-01-20 00:00:00'), 'bar')":true,"(Timestamp('2017-01-21 00:00:00'), 'foo')":true,"(Timestamp('2017-01-21 00:00:00'), 'bar')":true,"(Timestamp('2017-01-22 00:00:00'), 'foo')":true,"(Timestamp('2017-01-22 00:00:00'), 'bar')":true,"(Timestamp('2017-01-23 00:00:00'), 'foo')":true,"(Timestamp('2017-01-23 00:00:00'), 'bar')":true})r   r+   r   r  rB   r   r   r   r   test_to_json_multiindex_escape  s   

z2TestPandasContainer.test_to_json_multiindex_escapec                 C   sJ   G dd d}t |dddddg}t| ddddd	iks#J d S )
Nc                   @   s   e Zd ZdddZdd ZdS )zGTestPandasContainer.test_to_json_series_of_objects.<locals>._TestObjectr   Nc                 S   s   || _ || _|| _|| _d S r7   r;   r<   _cr>   )r0   r;   r<   r  r>   r   r   r   r   
  s   
zPTestPandasContainer.test_to_json_series_of_objects.<locals>._TestObject.__init__c                 S   s   dS )Nr   r   r   r   r   r   r     s   zITestPandasContainer.test_to_json_series_of_objects.<locals>._TestObject.er   )r   r   r   r   r   r   r   r   r   _TestObject	  s    
r  rG   rZ   rX   rp   r
  0)r;   r<   r>   )r	   r   r  rB   )r0   r  r   r   r   r   test_to_json_series_of_objects  s   &z2TestPandasContainer.test_to_json_series_of_objectszdata,expectedy             @y              ?y      "@      )r   rG   rZ   zW{"0":{"imag":8.0,"real":-6.0},"1":{"imag":1.0,"real":0.0},"2":{"imag":-5.0,"real":9.0}}yHz"Q?y@p=
ף"@yQ@(\ſz]{"0":{"imag":0.66,"real":-9.39},"1":{"imag":9.32,"real":3.95},"2":{"imag":-0.17,"real":4.03}}y             @y              y      @      y              $z{"0":{"0":{"imag":3.0,"real":-2.0},"1":{"imag":-3.0,"real":4.0}},"1":{"0":{"imag":0.0,"real":-1.0},"1":{"imag":-10.0,"real":0.0}}}yQѿ(\?yHzG(\ؿy=
ףp=?(\տy(\迚z{"0":{"0":{"imag":0.34,"real":-0.28},"1":{"imag":-0.34,"real":0.41}},"1":{"0":{"imag":-0.39,"real":-1.08},"1":{"imag":-1.35,"real":-0.78}}}c                 C   s   |  }||ks
J d S r7   rc   r  r   r   r   test_complex_data_tojson  s   #z,TestPandasContainer.test_complex_data_tojsonc                 C   s2   d}t dddgid}|jdd}||ksJ d S )NzY{"columns":["col1"],"index":[0,1],"data":[[13342205958987758245],[12388075603347835679]]}Zcol1l   :!c&HI l   v8$Z_
 )rU   rF   r@   r   )r0   r   r9   r   r   r   r   test_json_uint64=  s
   z$TestPandasContainer.test_json_uint64)rF   r   r   r,   r   c           	   
      s  t dttdtjdgddtg dddtdtjdgd	dtg d
d	dg dg dg dg dd}|dkrTttjg dtjd}ttjddt	gtjd}nt
g d}t
g d}|j|d}td| t|||d}W d    n1 sw   Y  ttdtjdgddtg dddtdtjdgd	dtg d
d	dtddt	gddtg ddd||d|dkrddlm  t fddjD |dkrttdd_t| d S )NpyarrowrG   rX   Int64r(   r   rV   rW   ZFloat64)rV   r   rW   )TFNr  rl  r  )r;   r<   r=   r>   r   r  ghpythonr;   r<   r@   mode.string_storage)dtype_backendr   TFbooleanr   ArrowExtensionArrayc                    s$   i | ]}| j | d dqS )TZfrom_pandas)array)ru   r  r  r   par   r   
<dictcomp>w  s    zDTestPandasContainer.test_read_json_dtype_backend.<locals>.<dictcomp>r   r  )rO   importorskipr   r	   r/   r   r   r  Zobject_r   r   rB   r+   option_contextr   pandas.arraysr  r   r-   r   r   r   )	r0   string_storager  r   r9   Zstring_arrayZstring_array_naoutr   r   r  r   test_read_json_dtype_backendG  sT   
z0TestPandasContainer.test_read_json_dtype_backend)rF   r   r,   c           
      C   s   t d}tdtjdgdd}|j|d}td| t|||dd	}W d    n1 s.w   Y  tdtjdgdd}|dkrRd
dl	m
}	 t|	|j|dd}t|| d S )Nr  rG   rX   r  r(   r@   r  r   )r  r   r   r   r  Tr  )rO   r   r	   r/   r   rB   r+   r!  r   r"  r  r  r   r   )
r0   r#  r  r   r  r5   r$  r   r   r  r   r   r   test_read_json_nullable_series  s   
z2TestPandasContainer.test_read_json_nullable_seriesc                 C   sD   d}t jt|d tddd W d    d S 1 sw   Y  d S )NzPdtype_backend numpy is invalid, only 'numpy_nullable' and 'pyarrow' are allowed.rL   r   numpy)r  )rO   rP   rQ   r   )r0   rS   r   r   r   test_invalid_dtype_backend  s
   "z.TestPandasContainer.test_invalid_dtype_backend)r   r   r   rO   Zfixturer2   r6   r:   rE   r   ZparametrizerJ   rT   r
   r`   ra   re   r   rl   r/   r'   rn   r  intrz   r   r   r   r   r   AssertionErrorr   r   r   r   r   r   ZNINFr   Zskipifr   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:  rB  rH  rJ  rK  rL  rO  rP  rV  rW  networkr   r+   ZDatetimeTZDtyper^  rh  rn  rr  ro  r   rt  rv  r  r  r  r  r  r  r  r  r   r  r  r  Z
single_cpurq  Zskip_if_not_us_localer  r  r  sysmaxsizer  r  r  r  r  r  r  r  r  r  r  r  r   Zrename_axisr  r  r  r  r  r  r  r  paramr  r  r  r  r  r  r  r  r  r  r	  r  r  r  r%  r&  r(  r   r   r   r   r   (   s   




	






"
	`&











	

		


!
(" (&( 	 (& 
	
u	
	!

8r   c                  C   sT   t td} |  }tjtdd t|dd W d    d S 1 s#w   Y  d S )NrG   zThe engine type foorL   r"   )enginer	   r   rB   rO   rP   rQ   r   r5   r$  r   r   r   test_invalid_engine  s
   "r2  c                  C   sV   t td} |  }tjtdd t|ddd W d    d S 1 s$w   Y  d S )NrG   z&currently pyarrow engine only supportsrL   r  F)r/  r  r0  r1  r   r   r   test_pyarrow_engine_lines_false  s
   "r3  )%r<  r   decimalr   r   r   r   r   r,  r  r'  r/   rO   Zpandas.compatr   Zpandas.util._test_decoratorsutilZ_test_decoratorsrq  Zpandasr+   r   r   r   r	   r
   r   Zpandas._testingZ_testingr   Zpandas.core.arraysr   r   r   r   r2  r3  r   r   r   r   <module>   sF                    