o
    _~#g1                    @   sN  d dl Z d dl mZ d dlmZ d dlmZ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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mZmZm Z  d dl!m"Z# d dl$m%Z%m&Z& d d	l'm(Z( d d
l)m*Z* dd Z+dd Z,G dd dZ-dd Z.dd Z/dd Z0dd Z1e2ddd Z3dd Z4dS )    N)	timedelta)Decimal)BytesIOStringIO)using_pyarrow_string_dtype)IS64)	NA	DataFrameDatetimeIndexIndex
RangeIndexSeries	Timestamp
date_range	read_json)ArrowStringArrayStringArray)ArrowStringArrayNumpySemantics)ujson_dumpsc               	   C   s  t ddgddggddgd} d}d}tjt|d zt|d	d
 W n	 ty+   Y nw W d    n1 s6w   Y  tjt|d t|  d	d
 W d    n1 sUw   Y  tjt|d tddd
}t||  W d    n1 sxw   Y  tjt|d ztdd	d
}W n	 ty   Y nw W d    n1 sw   Y  tjt|d! ztdd	d
}W n	 ty   Y nw t||  W d    d S 1 sw   Y  d S )N      abcolumnsz[{"a": 1, "b": 2}
        {"a": 3, "b": 4}
        {"a": 5, "b": 6}
        {"a": 7, "b": 8}zPassing literal json to 'read_json' is deprecated and will be removed in a future version. To read from a literal string, wrap it in a 'StringIO' object.matchFlines!{"a": 1, "b": 2}
{"b":2, "a" :1}
T4{"a\\":"foo\\","b":"bar"}
{"a\\":"foo\"","b":"bar"}
)r	   tmassert_produces_warningFutureWarningr   
ValueErrorto_jsonassert_frame_equal)expectedjsonlmsgresult r+   /var/www/static.ux5.de/https/Moving-Object-Detection-with-OpenCV/env/lib/python3.10/site-packages/pandas/tests/io/json/test_pandas.pytest_literal_json_deprecation+   sL   
	"r-   c                 C   s<   |dv r
|j dd}|dkrtt|j|_t| | d S )N)recordsvaluesTdropr/   )reset_indexrangelenr   r!   r&   )r*   r'   orientr+   r+   r,   assert_json_roundtrip_equalX   s
   r6   c                   @   sF  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 Z/dgdh Z0didj Z1dkdl Z2dmdn Z3dodp Z4ej	
d'd(d/gdqdr Z5dsdt Z6dudv Z7ej	
d'ejegdwdx Z8dydz Z9d{d| Z:d}d~ Z;ej	
dd*e<dgdd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 ZLej	
dg ddd ZMdd ZNdd ZOdd ZPej	jQej	jRej	
ddeSjTddgddgdeSjTddggdd ZUdd ZVdd ZWdd ZXej	
dd*d(gej	
dddgej	
deSjYeZgddĄ Z[ej	
dd*d(gej	
deSjYeZgddƄ Z\ddȄ Z]ddʄ Z^dd̄ Z_dd΄ Z`ddЄ Zadd҄ ZbddԄ Zcej	
dedփedddedكgddۄ Zddd݄ Zeej	
defdddefddddefdddgdd Zgdd Zhdd Ziej	jRejjkdd Zldd Zmdd Znej	
deojpd eojpd  gdd Zqej	
dddgdd Zrdd Zsdd Ztej	jdeud<ej	
dg dg dg d g dg dg dg dejvdddgdejvdddgg	ej	
d'd	ewgd
d Zxdd Zyej	
dd/ddgddgddgddgddggej	
dddgddgddggdd Zzdd Z{ej	je| ddTej	
d	g ddd Z}ej	
d'd*eedgdd Z~ej	
d	g dd d! Zd"d# Zej	
d$eddgd%d&ggddgd'ddgddgd%d&ggd(feddgd%d&ggddgd'd)ddgddgd%d&ggd(feddgd%d&ggddgddgddggd*ddgddgd%d&ggd(fe<g d+d,d-d,g d+d.fe<g d+d,d-d)d,g d+d.fe<ddgd,ddgddggd/d,ddgd.fgd0d1 Zej	
deddgd%d&ggddgd'eddgd%d&ggddgd'd)eddgd%d&ggddgddgddggd*e<g d+d,d-e<g d+d,d-d)e<ddgd,ddgddggd/gd2d3 Zej	
d	ddgd4d5 Zej	
d	d6dgd7d8 Zej	
d	dd9gej	
dd*d(gd:d; Zd<d= Zej	
d>g d?d@dA Zej	
dBg dCdDdE Zej	
dFdGdHgdIdJ Zej	
dKdLdMejddNej	jdOdTdPejd9dNej	jdOdTdPgdQdR Zej	
dSg dTdUdV Zej	j&e| dWdTej	
dKg dXdYdZ Zd[d\ Zd]d^ Zd_d` Zej	
daeg d+g dbdcddfgdedf Zej	jRdgdh Zdidj Zdkdl Zdmdn Zdodp Zej	
dqe<drdsdtdudvfe<dwdxdydudzfed{d|gd}d~ggdfeddgddggdfgdd Zdd Zej	
d	g ddd Zej	
d	g ddd Zdd Zd/S (  TestPandasContainerc                 C   sv   dd t tdD }dgd dgd  dgd  dgd	  }tt||d
< tjddd|d< t|tj|d
ddS )Nc                 S   s$   i | ]\}}|t j|d qS )   )nprandomdefault_rngstandard_normal).0icr+   r+   r,   
<dictcomp>c   s    z9TestPandasContainer.categorical_frame.<locals>.<dictcomp>ABCDbah   barbazfoo   Er8   int64dtypesortnameindex)	enumeratelistreversedr9   aranger	   pdCategoricalIndex)selfdatacatr+   r+   r,   categorical_framea   s   
(z%TestPandasContainer.categorical_framec                 C   s8   t dtjdtjd tddddd}|jd |_|S )Ng?
   rJ   
2020-01-01periodsts)rP   rN   )r   r9   rT   float64r   rP   
_with_freq)rW   serr+   r+   r,   datetime_seriesl   s   
z#TestPandasContainer.datetime_seriesc                 C   sD   t tjddttdtdtddddd	}|j	
d |_	|S )
Nr   )r8      rA   rJ   
2000-01-01r8   Br^   freqr   rP   )r	   r9   r:   r;   r<   r   rR   objectr   rP   ra   )rW   dfr+   r+   r,   datetime_framex   s   z"TestPandasContainer.datetime_framec                 C   sV   t ddgddggddgddgd	}t|j|d
}t||d
}| }t||| d S )Nr   r   r?   dz	index " 1z	index / 2za \ bzy / zrP   r   r5   r	   r   r%   r   copyr6   rW   r5   rk   rX   r*   r'   r+   r+   r,    test_frame_double_encoded_labels   s   z4TestPandasContainer.test_frame_double_encoded_labelsr5   )splitr.   r/   c                 C   sV   t ddgddggddgddgd}t|j|d	}t||d	}| }t||| d S )
Nr   r   r?   rm   r   xyrn   ro   rp   rr   r+   r+   r,   test_frame_non_unique_index   s
   "z/TestPandasContainer.test_frame_non_unique_indexrP   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?   rm   r   ru   rv   rn   z+DataFrame index must be unique for orient=''r   ro   r	   pytestraisesr$   r%   rW   r5   rk   r)   r+   r+   r,   "test_frame_non_unique_index_raises   s
   ""z6TestPandasContainer.test_frame_non_unique_index_raisesrt   r/   rX   r   r   r?   rm         ?      @g      @g      @r      2013010120130102c                 C   s   t |ddgddgd}tt|j|d|dgd}|dkrAt |}|jd d df jd	kr@|d|jd d df tj	d
  n|dkrL|}ddg|_
t|| d S )Nr   r   ru   rn   ro   )r5   convert_datesr/   r   datetime64[ns]@B rt   zx.1)r	   r   r   r%   ilocrK   isetitemastyper9   rI   r   r!   r&   )rW   r5   rX   rk   r*   r'   r+   r+   r,   test_frame_non_unique_columns   s   &
z1TestPandasContainer.test_frame_non_unique_columns)rP   r   r.   c                 C   sn   t ddgddggddgddgd}d	| d
}tjt|d |j|d W d    d S 1 s0w   Y  d S )Nr   r   r?   rm   r   r   ru   rn   z-DataFrame columns must be unique for orient='rx   r   ro   ry   r|   r+   r+   r,   $test_frame_non_unique_columns_raises   s
   ""z8TestPandasContainer.test_frame_non_unique_columns_raisesc                 C      |  |j ddksJ d S )Nr   ro   r%   )rW   float_framer+   r+   r,   test_frame_default_orient      z-TestPandasContainer.test_frame_default_orientrK   Fconvert_axesTc                 C   4   t |j|d}t||||d}|}t||| d S Nro   r5   r   rK   r   r%   r   r6   )rW   r5   r   rK   r   rX   r*   r'   r+   r+   r,   test_roundtrip_simple   s   z)TestPandasContainer.test_roundtrip_simplec                 C   r   r   r   )rW   r5   r   rK   	int_framerX   r*   r'   r+   r+   r,   test_roundtrip_intframe   s   z+TestPandasContainer.test_roundtrip_intframeNU3c                 C   s   t tddd tdD dd tdD |d}t|j|d}t||||d	}| }|s5|tj	}|rL|d
v rL|j
tj	|_
|jtj	|_n|dkr[|r[|j
tj	|_
n|ri|dkri|j
tj	|_
t||| d S )N)   rd   c                 S      g | ]}t |qS r+   strr=   r>   r+   r+   r,   
<listcomp>       z?TestPandasContainer.test_roundtrip_str_axes.<locals>.<listcomp>rd   c                 S   r   r+   r   r   r+   r+   r,   r      r   r   )r   rP   rK   ro   r   rn   r.   rt   )r	   r9   zerosr3   r   r%   r   rq   r   rI   r   rP   r6   )rW   r5   r   rK   rk   rX   r*   r'   r+   r+   r,   test_roundtrip_str_axes   s&   z+TestPandasContainer.test_roundtrip_str_axesc           	      C   sx   |dv r| tjjd| dd t|j|d}t|||d}| }|j	|s,t
nd|_d |j_t||| d S )Nrn   z.Can't have duplicate index values for orient 'z')reasonro   r5   r   string[pyarrow_numpy])applymarkerrz   markxfailr   r%   r   rq   rP   r   r   rN   r6   )	rW   requestr5   rZ   r   using_infer_stringrX   r*   r'   r+   r+   r,   test_roundtrip_categorical   s   

z.TestPandasContainer.test_roundtrip_categoricalc                 C   sv   t  }t|j|d}t|||d}|dkr'tg |rtntd}t ||d}n|dv r/t  }n| }t	|| d S )Nro   r   rt   rJ   rn   )
r	   r   r%   r   r   floatrj   rq   r!   r&   )rW   r5   r   empty_framerX   r*   idxr'   r+   r+   r,   test_roundtrip_empty  s   z(TestPandasContainer.test_roundtrip_emptyc                 C   sd   t |j|d}t|||d}| }|s*|jtjd }|dkr'|t	}||_t
||| d S )Nro   r   r   rt   )r   r%   r   rq   rP   viewr9   rI   r   r   r6   )rW   r5   r   rl   rX   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}t|j|d}t|||d	}| }|jdi |d
t	j
}t||| d S )N)r   r   r?   rm   e)              ?       @      @      @)r   r   r   r   r   )foo1foo2foo3foo4foo5)TFTFTArf   CD)rX   rP   ro   r   numberr+   )r   r	   r   r%   r   rq   assignselect_dtypesr   r9   rI   r6   )	rW   r5   r   rP   r/   rk   rX   r*   r'   r+   r+   r,   test_roundtrip_mixed1  s   z(TestPandasContainer.test_roundtrip_mixedz9#50456 Column multiindex is stored and loaded differently)r   r{   2022JANFEB2023c                 C   sL   t ddgddggtj|d}t|jdd}t|dd}t|| d S )Nr   r   r   rd   r   rt   ro   )	r	   rU   
MultiIndexfrom_arraysr   r%   r   r!   r&   )rW   r   rk   rX   r*   r+   r+   r,   test_roundtrip_multiindexE  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 columnsrt   )zN{"badkey":["A","B"],"index":["2","3"],"data":[[1.0,"1"],[2.0,"2"],[null,"3"]]}zunexpected key\(s\): badkeyrt   c                 C   sD   t jt|d tt||d W d    d S 1 sw   Y  d S )Nr   ro   )rz   r{   r$   r   r   )rW   rX   r)   r5   r+   r+   r,   $test_frame_from_json_bad_data_raisesZ  s   #"z8TestPandasContainer.test_frame_from_json_bad_data_raisesc                 C   s   t ddgg dg}tt|j|d|||d}t|jd s"J t ddgg d	g}tt|j|d|||d}t|jd sDJ d S )
Nr   r   rd   rC      ro   r   r   r   12)456)r	   r   r   r%   r9   isnanr   )rW   r5   r   rK   num_dfr*   obj_dfr+   r+   r,   !test_frame_from_json_missing_data  s    z5TestPandasContainer.test_frame_from_json_missing_datac                 C   s,   t td|d}ttjg}t|| d S )Nz[null]rJ   )r   r   r	   r9   nanr!   r&   )rW   rK   r*   r'   r+   r+   r,   (test_frame_read_json_dtype_missing_value  s   z<TestPandasContainer.test_frame_read_json_dtype_missing_valueinfc                 C   sN   t ddgg dg}||jd< t| }t||d}t|jd s%J d S )Nr   r   r   r   rJ   )r	   locr   r%   r   r9   r   r   )rW   r   rK   rk   rX   r*   r+   r+   r,   test_frame_infinity  s
   
z'TestPandasContainer.test_frame_infinityz$not compliant on 32-bit, xref #15865r   zvalue,precision,expected_val))gffffff?r   r   )g333333?r   r   )g333333r   g       )gףp=
?r   r   )gCl?r   r   )g?rG   r   c                 C   s2   t d|ig}|j|d}|d| dksJ d S )Na_float)double_precisionz{"a_float":{"0":}}r	   r%   )rW   value	precisionexpected_valrk   encodedr+   r+   r,   "test_frame_to_json_float_precision  s   z6TestPandasContainer.test_frame_to_json_float_precisionc                 C   P   t g d}d}tjt|d |jdd W d    d S 1 s!w   Y  d S Nr   r   r   z+Invalid value 'garbage' for option 'orient'r   garbagero   ry   )rW   rk   r)   r+   r+   r,   test_frame_to_json_except  
   "z-TestPandasContainer.test_frame_to_json_exceptc                 C   sJ   t ddgd}|jrJ t| }t|t|jd}tj||dd d S )Njimjoer   rJ   Fcheck_index_type)	r	   _is_mixed_typer   r%   r   dictdtypesr!   r&   )rW   rk   rX   r*   r+   r+   r,   test_frame_empty  s
   
z$TestPandasContainer.test_frame_emptyc                 C   s0   t dg ig d}|jdd}d}||ksJ d S )NtestrO   r   ro   z{"test":{}}r   rW   rk   r*   r'   r+   r+   r,   test_frame_empty_to_json  s   z,TestPandasContainer.test_frame_empty_to_jsonc                 C   sX   t ddgd}|d d|d< |jsJ | }tjtt|t|j	d|dd d S )Nr   r   r   i8rJ   Fr   )
r	   r   r   r%   r!   r&   r   r   r   r   )rW   rk   rX   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 ]}t|j|d	}t||d
d}t|| q$t	t
||_t|jdd	}t|dd
d}t|| t	|jd |_t|jdd	}t|dd
d}t|| d S )N)r[   r   rF   皙?g{Gz?)   r   rD   g?g{Gz?)r8   r   rE   g333333?gQ?)(   rd   quxg?g{Gz?abcd)1st2nd3rd4th5thrn   rt   rP   r   ro   Fr   r.   r   r/   )r	   rR   r   rq   r   r%   r   r!   r&   r   r4   rP   shaper   )rW   valsrk   rightr5   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|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j||	dd d S )Nz
2000-01-03z
2000-01-07rh   )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   ri   z19920106 18:21:32.12nsdater   r   modifiedr   iojsonrX   ztsframe_v012.json)axisztsframe_iso_v012.jsonF)check_column_type)r   r
   r9   asarrayr	   r   as_unitr   r   get_locrU   NaTospathjoinr   r!   r&   r1   )
rW   datapathdtirk   dirpathv12_jsondf_unserdf_isov12_iso_jsondf_unser_isor+   r+   r,   test_v12_compat  s0   
z#TestPandasContainer.test_v12_compatc                 C   s   t dddd}tt|d d}tg dg dg dg d	g d
g dd|d}|j|s0tjnd|_t|j	dd}t
|dd}tj||ddddd d S )N20000101r[   hrg   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 )
78c608f164a9974313d2ff52ca7f4af297236474bde7e2141a6bde47b1190be57a6691448d64d068)
gD!gIxJ g%
@gP\<g޿gPl?gFzn?g5mH/?gpH%gI?)
14f04af9d085da904bcfac8381504caf2ffef4a908e2f5c407e1af03addbd4a71f6a09ba4bfc4d87)
i/iiYi6iI i;>i	i( i0q{iѪ)float_1int_1str_1float_2str_2int_2rO   r   rt   ro   T)r   r  	by_blockscheck_exact)r   r
   rR   r	   r   r   r9   str_r   r%   r   r!   r&   )rW   r   rP   df_mixedrX   df_roundtripr+   r+   r,   test_blocks_compat_GH9037  s2   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 N)hexedbytesfromhexbinary)rW   rH  r+   r+   r,   __init__  s   zOTestPandasContainer.test_frame_nonprintable_bytes.<locals>.BinaryThing.__init__c                 S   s   | j S rG  )rH  rW   r+   r+   r,   __str__  s   zNTestPandasContainer.test_frame_nonprintable_bytes.<locals>.BinaryThing.__str__rF  N)__name__
__module____qualname__rL  r   rN  r+   r+   r+   r,   BinaryThing~  s    
rS  574b4454ba8c5eb4f98a8f45r   z{"A":{"0":""}}z6Unsupported UTF-8 sequence length when encoding stringr   r   r   rf   rf   r   default_handlerz"},"B":{"0":1}})r	   rH  r%   rz   r{   OverflowErrorr   )
rW   rS  rH  binthingdf_printabledf_nonprintabler)   rC  r*   r'   r+   r+   r,   test_frame_nonprintable_bytes{  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 )NrD   i r   rF   i9  {"z":{"0":1},"foo":{"0":1337}}r   rW   r*   r'   r+   r+   r,   test_label_overflow  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$w   Y  t|tt|jd	dd	d
d tt|jdddd
d}t	|j
|j
 d S )Nr   r   r   rO   z.Series index must be unique for orient='index'r   rP   ro   rt   series)r5   typr.   )r   rz   r{   r$   r%   r!   assert_series_equalr   r   assert_equalr/   )rW   sr)   unserializedr+   r+   r,   test_series_non_unique_index  s   z0TestPandasContainer.test_series_non_unique_indexc                 C   r   )NrP   ro   r   )rW   string_seriesr+   r+   r,   test_series_default_orient  r   z.TestPandasContainer.test_series_default_orientc                 C   sn   t |j|d}t|d|d}|}|r|dv r|jd|_|dv r(|jdd}|d	kr/d |_t|| d S )
Nro   ra  rb  r5   r  r   r/   r.   Tr0   rt   )	r   r%   r   rP   r   r2   rN   r!   rc  )rW   r5   rh  r   rX   r*   r'   r+   r+   r,   test_series_roundtrip_simple  s   z0TestPandasContainer.test_series_roundtrip_simplec                 C   sV   t |j|d}t|d||d}|}|dv r|jdd}|dkr#d |_t|| d S )Nro   ra  )rb  r5   rK   rk  Tr0   rt   r   r%   r   r2   rN   r!   rc  )rW   r5   rK   object_seriesrX   r*   r'   r+   r+   r,   test_series_roundtrip_object  s   z0TestPandasContainer.test_series_roundtrip_objectc                 C   sb   t g g tjd}t|j|d}t|d|d}|jdd}|dv r)|jtj|_t	
|| d S )NrP   rK   ro   ra  rj  Tr0   rt   )r   r9   r`   r   r%   r   r2   rP   r   r!   rc  )rW   r5   empty_seriesrX   r*   r'   r+   r+   r,   test_series_roundtrip_empty  s   z/TestPandasContainer.test_series_roundtrip_emptyc                 C   sT   t |j|d}t|d|d}|}|dv r|jdd}|dkr"d |_t|| d S )Nro   ra  rj  rk  Tr0   rt   rm  )rW   r5   rc   rX   r*   r'   r+   r+   r,    test_series_roundtrip_timeseries  s   z4TestPandasContainer.test_series_roundtrip_timeseriesc                 C   s^   t tdg dd}t|j|d}t|d|d}| }|dv r'|jdd	}t|| d S )
Nr   r   r   r?   rm   r   frO   ro   ra  rj  rk  Tr0   )	r   r3   r   r%   r   rq   r2   r!   rc  )rW   r5   rK   re  rX   r*   r'   r+   r+   r,   test_series_roundtrip_numeric  s   z1TestPandasContainer.test_series_roundtrip_numericc                 C   r   r   )r   rz   r{   r$   r%   )rW   re  r)   r+   r+   r,   test_series_to_json_except  r   z.TestPandasContainer.test_series_to_json_exceptc                 C   s6   t g d}tt| ddd}tj||dd d S )N=
ףp=@ry  ry  ra  T)rb  precise_floatFr   )r   r   r   r%   r!   rc  rW   re  r*   r+   r+   r,   #test_series_from_json_precise_float  s   z7TestPandasContainer.test_series_from_json_precise_floatc                 C   sB   t g d}tt| dtjd}t dgd }t|| d S )Nrx  ra  rb  rK   rd   r   )r   r   r   r%   r9   rI   r!   rc  )rW   re  r*   r'   r+   r+   r,   test_series_with_dtype  s   z*TestPandasContainer.test_series_with_dtypezdtype,expectedre   r   rJ   l    ,Uqc                 C   s8   t dgdd}t| }t|d|d}t|| d S )Nre   r   rJ   ra  r}  )r   r   r%   r   r!   rc  )rW   rK   r'   re  rX   r*   r+   r+   r,   test_series_with_dtype_datetime  s   z3TestPandasContainer.test_series_with_dtype_datetimec                 C   s8   t g dg dg}tt| dd}t|| d S )Nrx  T)rz  r	   r   r   r%   r!   r&   rW   rk   r*   r+   r+   r,   "test_frame_from_json_precise_float  s   z6TestPandasContainer.test_frame_from_json_precise_floatc                 C   s:   t tdg ddd}tt| d d}t|| d S )Nr   rt  rI   rp  rb  )r   r3   r   r   r%   r!   rc  r{  r+   r+   r,   test_typ  s   zTestPandasContainer.test_typc                 C   sn   t g dg dg}tt| }t|| t g dg ddg dd}tt| }t|| d S )Nr   r   r   r   )r   rf   r   rO   r  r  r+   r+   r,   test_reconstruction_index$  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_cleanr%   r   )rW   r   r   rl   r  rk   r+   r+   r,   	test_path-  s   

"zTestPandasContainer.test_pathc                 C   sZ   t | }t|}t|| t | }t|dd}tj||dd |jd u s+J d S )Nra  r  F)check_names)r   r%   r   r!   r&   rc  rN   )rW   rc   rl   r  r*   r+   r+   r,   test_axis_dates3  s   z#TestPandasContainer.test_axis_datesc                 C   s   |}t dd|d< t| }t|}t|| d|d< t|jdd}t|dd}| }|d j	d	|d< |d 
d
|d< t|| tt dd|jd}t| }t|dd}t|| d S )Nr   r  r  r   rF   	date_unitFr   r   rI   rO   ra  r  )r   r  r   r%   r   r!   r&   rq   r/   r   r   r   rP   rc  )rW   rc   rl   rk   r  r*   r'   r_   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$d}nd	}|r.|d
d}||ks4J d S )Ni  r   )yearmonthdayr   rO   r  r  z+{"1577836800000":1577836800000,"null":null}zA{"2020-01-01T00:00:00.000":"2020-01-01T00:00:00.000","null":null}}	,"a":"a"})rU   r  appendr   r%   replace)rW   r  r  r  rX   rb   r*   r'   r+   r+   r,   test_date_index_and_valuesW  s   
z.TestPandasContainer.test_date_index_and_values
infer_word)
trade_timer  datetimesold_atr  	timestamp
timestampsc                 C   s^   dd|diddig}t dtdgdtjggd|gd}ttt|d|g }t|| d S )Nidr   l    $Ar   z
2002-11-08r   )	r	   r   rU   r  r   r   r   r!   r&   )rW   r  rX   r'   r*   r+   r+   r,   test_convert_dates_infern  s   z,TestPandasContainer.test_convert_dates_inferzdate,date_unit))20130101 20:43:42.123N)20130101 20:43:42re  )r  ms)z20130101 20:43:42.123456us)z20130101 20:43:42.123456789r  c                 C   s   |}t |d|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	|}|
 }t|| d S )Nr  r  r   rC   r  r  r  r  )r   r  rU   r  r   r   r  r%   r   r   rq   r!   r&   )rW   r  r  rl   rk   r  r*   r'   r+   r+   r,   test_date_format_frame  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'r   r  rF   r  )rz   r{   r$   r%   )rW   rl   rk   r)   r+   r+   r,   test_date_format_frame_raises  s
   "z1TestPandasContainer.test_date_format_frame_raisesc                 C   sx   t t|d|jd}tj|jd< tj|jd< |r"|jd|d}n|jdd}tt	|dd	}|
 }t|| d S )
Nr  rO   r   rC   r  r  r  ra  r  )r   r   r  rP   rU   r  r   r%   r   r   rq   r!   rc  )rW   r  r  rc   r_   r  r*   r'   r+   r+   r,   test_date_format_series  s   z+TestPandasContainer.test_date_format_seriesc                 C   sX   t td|jd}d}tjt|d |jddd W d    d S 1 s%w   Y  d S )Nr  rO   r  r   r  rF   r  )r   r   rP   rz   r{   r$   r%   )rW   rc   r_   r)   r+   r+   r,   test_date_format_series_raises  s
   "z2TestPandasContainer.test_date_format_series_raisesunit)re  r  r  r  c                 C   s   |}t dd|d< |jd}t d|jd|f< t d|jd|f< tj|jd|f< |jd	|d
}tt	||d}t
|| tt	|d d}t
|| d S )Nr  r  r  z19710101 20:43:42r   z21460101 20:43:42r   rd   r  r  r  )r   r  r   r  r   rU   r  r%   r   r   r!   r&   )rW   r  rl   rk   dlr  r*   r+   r+   r,   test_date_unit  s   z"TestPandasContainer.test_date_unit)re  r  r  c                 C   s   t td|gd| dd}tttd|gd| d|dttd|gt|dd}t }|j|d|d	 |d
 t	j
t|ddgd|ddd d S )Nz2023-01-01T11:22:33.123456zdatetime64[]rJ   z2022-01-01T11:22:33.123456rK   rP   )r  date_objr  r  r   r  r  r  F)r   check_dtype)r
   r9   
datetime64r	   r   rj   r   r%   seekr!   r&   r   )rW   r  rP   rk   bufr+   r+   r,   test_iso_non_nano_datetimes  s4   



z/TestPandasContainer.test_iso_non_nano_datetimesc                 C   s   d}t 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   r   )rW   re  r+   r+   r,   test_weird_nested_json  s   z*TestPandasContainer.test_weird_nested_jsonc                 C   s~   t tjddtdd}td|d< td|d< d	|d
< tddd|_	t
| }t|tjtjdd}t|| d S )Nr   )rC   r   ABr   r   r  rC   intsTboolsr]   )r  r  rJ   )r	   r9   r:   r;   r<   rR   r   r3   r   rP   r   r%   r   rI   bool_r!   r&   )rW   dfj2r  r*   r+   r+   r,   test_doc_example  s   z$TestPandasContainer.test_doc_examplec                 C   s   |dddd}t |}| }tt|}|j|j|jd}d}tj	t
|d |jtjdd	}W d    n1 s;w   Y  t|| d S )
Nr  r  rX   z	teams.csvrn   z.The 'downcast' keyword in fillna is deprecatedr   F)downcast)rU   read_csvr%   r   r   reindexrP   r   r!   r"   r#   fillnar9   r   r&   )rW   r  r  rk   re  r*   resr)   r+   r+   r,   test_round_trip_exception  s   
z-TestPandasContainer.test_round_trip_exceptionzfield,dtype
created_atUTC)tz	closed_at
updated_atc                 C   s4   d}|j |d t|jdd}|| j|ksJ d S )Nzw{"created_at": ["2023-06-23T18:21:36Z"], "closed_at": ["2023-06-23T18:21:36"], "updated_at": ["2023-06-23T18:21:36Z"]}
)contentTr  )serve_contentr   urlrK   )rW   fieldrK   
httpserverrX   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t| dd|}t|| t tdtddgt	d	d
gd}|jdksAJ tt| dd|}t|| t
tdtddg}|d	 jdkshJ t|tt| | d S )Nc                 S   s   t j| ddS )Nr  r  )rU   to_timedelta)ru   r+   r+   r,   <lambda>;  s    z4TestPandasContainer.test_timedelta.<locals>.<lambda>   rC   secondsztimedelta64[ns]ra  r  r   r   rO   )r   r   rK   r   r   r%   applyr!   rc  r   r	   r&   )rW   	converterrb   r*   framer+   r+   r,   test_timedelta:  s   "z"TestPandasContainer.test_timedeltac                 C   sx   t tddtddgddgtdddd	}t|jd
d}t|}tj|jd
d|d< t	|j
|d< t|| d S )Nr  daysrC   r  r   r   r   )startr^   r   r   r?   r  r  r  r   r?   )r	   r   r   r   r%   r   rU   r  r   to_datetimer?   r!   r&   )rW   r  rX   r*   r+   r+   r,   test_timedelta2N  s   
z#TestPandasContainer.test_timedelta2c                 C   s~   t d}td}td||gitd}tdt|dj|djgi}t|j	dd}t
|ddid}tj||dd	 d S )
Nr  r   r   rJ   r  r  rI   Fr   )r   r   r	   rj   rU   	Timedeltar  _valuer   r%   r   r!   r&   )rW   tdr_   r  r'   rX   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 )Nr   r  r   r   rO   r  zA{"P1DT0H0M0S":"P1DT0H0M0S","P2DT0H0M0S":"P2DT0H0M0S","null":null}z7{"86400000":86400000,"172800000":172800000,"null":null}r  r  r  )rU   r  r  r   r  r%   )rW   r  r  r  rX   rb   r'   r*   r+   r+   r,   test_timedelta_to_jsonh  s   
z*TestPandasContainer.test_timedelta_to_jsonc                 C   sB   |ddg}t ||d}|r|t}| }d}||ksJ d S )N*   )millisecondsrO   z	{"42":42})r   r   rj   r%   )rW   r  r  rX   rb   r*   r'   r+   r+   r,   +test_timedelta_to_json_fractional_precision  s   
z?TestPandasContainer.test_timedelta_to_json_fractional_precisionc                 C   sR   t  }tdd|gi}tddt|gi}tt|jtd}tj||dd d S )Nr      rW  Fr   )rj   r	   r   r   r   r%   r!   r&   )rW   r   r  r'   r*   r+   r+   r,   test_default_handler  s
   z(TestPandasContainer.test_default_handlerc                 C   sV   dd }dt ddtddgtdd d	gd
ddgdg}d}t||dd|ks)J d S )Nc                 S   s(   t | trdd| jfd| jfgS t| S )N)mathjsComplexreim)
isinstancecomplexrealimagr   objr+   r+   r,   default  s   
zBTestPandasContainer.test_default_handler_indirect.<locals>.default	   r   STRrd   r   zN/Ar  r   r   r   zR[9,[[1,null],["STR",null],[[["mathjs","Complex"],["re",4.0],["im",-5.0]],"N\/A"]]]r/   rX  r5   )r	   r  r   r   )rW   r  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 )Nr   gffffff@rd   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	   r  r   r%   r   )rW   rk   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 )Nraisinc                    s   t  rG  )	TypeErrorr  r)   r+   r,   my_handler_raises  s   zJTestPandasContainer.test_default_handler_raises.<locals>.my_handler_raisesr   r   r   r   rW  rd   r  )rz   r{   r  r	   rj   r%   r  )rW   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   rf   category)r	   r%   r   )rW   rk   r'   re  scr+   r+   r,   test_categorical  s   z$TestPandasContainer.test_categoricalc                 C   s   t dddd}|dd }t|t dddd}| }||d< | }|| ks.J t|}t|}| | ks@J d S )	Nr   r   
US/Easternr^   r  utcr]   rV  r   )r   
tz_converttz_localizer	   rq   r%   r   )rW   tz_rangetz_naiverk   df_naiver'   stzs_naiver+   r+   r,   test_datetime_tz  s   z$TestPandasContainer.test_datetime_tzc                 C   s   t tjdd}tj|jd d< |d}| }|| ks$J t	tjdd}tj|jd d< |d}| }|| ksHJ d S )Nr   )r[   rd      Sparser[   )
r	   r9   r:   r;   r<   r   r   r   r%   r   )rW   rk   sdfr'   re  ssr+   r+   r,   test_sparse  s   

zTestPandasContainer.test_sparser_   z2013-01-10 05:00:00Zz2013-01-10 00:00:00r  z2013-01-10 00:00:00-0500c                 C   s8   d}t |dd|ksJ | }t |dd|ksJ d S )Nz"2013-01-10T05:00:00.000Z"T	iso_dates)r   to_pydatetimerW   r_   expdtr+   r+   r,   test_tz_is_utc  s   	z"TestPandasContainer.test_tz_is_utcc                 C   s@   t d}d}t|dd|ksJ | }t|dd|ksJ d S )Nz2013-01-10 05:00:00z"2013-01-10T05:00:00.000"Tr  )r   r   r  r  r+   r+   r,   test_tz_is_naive  s
   z$TestPandasContainer.test_tz_is_naiver  z2013-01-01 05:00:00Zr   r]   z2013-01-01 00:00:00r	  z2013-01-01 00:00:00-0500c                 C   s   d}d}t |dd|ksJ t|}t |dd|ksJ t |tdd|ks)J td|i}t |dd}||ks;J t |dtiddsHJ d S )Nz7["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)r   r
   r   rj   r	   )rW   r  r  dfexpr  rk   r*   r+   r+   r,   test_tz_range_is_utc  s   	z(TestPandasContainer.test_tz_range_is_utcc                 C   s   t ddd}d}d}t|dd|ksJ t|tdd|ks!J td|i}t|dd}||ks3J t|dtidds@J d S )	Nz2013-01-01 05:00:00r   r]   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   )r   r   r   rj   r	   )rW   r  r  r!  rk   r*   r+   r+   r,   test_tz_range_is_naive"  s   z*TestPandasContainer.test_tz_range_is_naivec                 C   s<   t tddd}tddgddggddgd}t|| d S )	Nr   Tr   r   r   r   r   r   r   r   r	   r!   r&   r_  r+   r+   r,   test_read_inline_jsonl1  s   z*TestPandasContainer.test_read_inline_jsonlc                 C   sD   t d|j dd|d}tddgddggddgd	}t|| d S )
Nzs3n://z/items.jsonlT)r   storage_optionsr   r   r   r   r   )r   rN   r	   r!   r&   )rW   s3_public_bucket_with_datas3sor*   r'   r+   r+   r,   test_read_s3_jsonl8  s   z&TestPandasContainer.test_read_s3_jsonlc              	   C   s   t d?}t|dd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 sGw   Y  d S )Nztmp_items.jsonwzutf-8encodingr   Tr   r   r   r   r   r   )r!   r  openwriter   r	   r&   )rW   r  infiler*   r'   r+   r+   r,   test_read_local_jsonlE  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|| 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”rD   rF   r   r   r   )r   r   r	   r!   r&   rW   r  r*   r'   r+   r+   r,   test_read_jsonl_unicode_charsN  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	articleIdr  {"articleId":r  r   rK   rP   r   {"0":{"articleId":r   )r   rj   r%   r   r	   )rW   r3  ra  r  r'   rk   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 )Nr5  r  z#Value is too small|Value is too bigr   r7  r   )r   r   rz   r{   r$   r   )rW   r3  r  r)   r+   r+   r,   test_read_json_large_numbersl  s   

"z0TestPandasContainer.test_read_json_large_numbersc                 C   sh   d}t |}t|dd}tddgd}t|| d}t |}t|}tddgdgd	}t|| d S )
Nz'{"articleId": "1404366058080022500245"}ra  r  gg_SDr4  rO   z.{"0": {"articleId": "1404366058080022500245"}}r   rn   )r   r   r   r!   rc  r	   r&   r1  r+   r+   r,   test_read_json_large_numbers2x  s   z1TestPandasContainer.test_read_json_large_numbers2c                 C   s   t ddgddggddgd}|jddd}d	}||ksJ t d
dgddggddgd}|jddd}d}||ks:J ttt|dd| t ddgddggddgd}|jddd}d}||kscJ ttt|dd| d S )Nr   r   r   r   r   r.   Tr5   r   z{"a":1,"b":2}
{"a":1,"b":2}
zfoo}rD   zfoo"z/{"a":"foo}","b":"bar"}
{"a":"foo\"","b":"bar"}
r   zfoo\za\r    )r	   r%   r!   r&   r   r   r   r+   r+   r,   test_to_jsonl  s   z!TestPandasContainer.test_to_jsonlz%GH#13774 encoding kwarg not supportedval)   E, 17       a   b   c)r>  r@  rA  rB  )s   EE, 17r?  r@  rA  rB  )r>     r@  rA  rB  )r?  r@  rA  rB  )rC  r@  rA  rB  )   Ar?  r@  rA  rB  r?  rA  rB  rD  r  c                 C   sx   t dd |D |d}d}td }|j||d tt||d}tj||dd W d    d S 1 s5w   Y  d S )	Nc                 S   s$   g | ]}t |tr|d n|qS )latin-1)r  rI  decode)r=   ru   r+   r+   r,   r     s   $ z;TestPandasContainer.test_latin_encoding.<locals>.<listcomp>rJ   rE  r  r+  F)check_categorical)r   r!   r  r%   r   r   rc  )rW   rK   r=  rb   r,  r  retrr+   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   r   T)rP   deep)r	   r   memory_usagesumr%   )rW   rk   size_before
size_afterr+   r+   r,   "test_data_frame_size_after_to_json  s
   z6TestPandasContainer.test_data_frame_size_after_to_jsonr   r   r   r   1.2.c                 C   sF   t ddgddgg||d}|jdd}tt|dd}t|| d S )Nr   r   r   rd   rn   tablero   r	   r%   r   r   r!   r&   )rW   rP   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   sH   t ddgddgddgd}|jdd	}tt|dd	}t|| d S )
Nr   r   r   r   r   r   r  rR  ro   rS  )rW   r'   rT  r*   r+   r+   r,   #test_from_json_to_json_table_dtypes  s   z7TestPandasContainer.test_from_json_to_json_table_dtypeszincorrect na conversion)rt   r.   rP   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t||dddd	dddd}t|| d S )Nr   rI   rJ   )Nr   r   r`   )N r?   rj   TFTboolr   r   Nr  )r\   Nz
2020-01-03r   )IntegerFloatObjectBoolCategoryDatetimero   r5   rK   )r	   	from_dictr   r%   r   r   r!   r&   )rW   r5   r'   rT  r*   r+   r+   r,   %test_to_json_from_json_columns_dtypes  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 )Nr   r   r   r   r   r   r  rR  ro   z)cannot pass both dtype and orient='table'r   ra  r	   r%   rz   r{   r$   r   )rW   rK   rk   rT  r)   r+   r+   r,   !test_read_json_table_dtype_raises  s   "z5TestPandasContainer.test_read_json_table_dtype_raises)rP   r   r.   r/   c                 C   s<   t  }ttd|dd}t|j|j t|j|j d S )Nz{}Tr   )r	   r   r   r!   assert_index_equalrP   r   )rW   r5   r'   r*   r+   r+   r,   %test_read_json_table_empty_axes_dtype   s   z9TestPandasContainer.test_read_json_table_empty_axes_dtypec                 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 )Nr   r   r   rd   r   r   rP  rQ  rn   rR  ro   z0cannot pass both convert_axes and orient='table'r   Tr   rd  )rW   rk   rT  r)   r+   r+   r,   (test_read_json_table_convert_axes_raises	  s   ""z<TestPandasContainer.test_read_json_table_convert_axes_raiseszdata, expectedrd   rC   r   )r   rX   rF   ri   r   r   rM   )rN   rX   )rN   rP   c                 C   s(   |j ddd}t|}||ksJ d S )Nrt   Fr5   rP   )r%   r  loadsrW   rX   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$J d S )NrR  Fri  rO   r.   ro   )schemarX   )r%   r  rj  rU   r  build_table_schemar	   to_dictrW   rX   r*   r'   r+   r+   r,   test_index_false_to_json_table6  s   
z2TestPandasContainer.test_index_false_to_json_tablec                 C   b   t ddgddggddgd}d}tjt|d	 |j|d
d W d    d S 1 s*w   Y  d S )Nr   r   rd   rC   r   r   r   zU'index=False' is only valid when 'orient' is 'split', 'table', 'records', or 'values'r   Fri  ry   r|   r+   r+   r,   test_index_false_error_to_jsonS     "z2TestPandasContainer.test_index_false_error_to_jsonr.   c                 C   rr  )Nr   r   rd   rC   r   r   r   zS'index=True' is only valid when 'orient' is 'split', 'table', 'index', or 'columns'r   Tri  ry   r|   r+   r+   r,   test_index_true_error_to_jsona  rt  z1TestPandasContainer.test_index_true_error_to_jsonrR  c                 C   sD   t ddgddgd}|j||d}tt||d}t|| d S )Nr   r   r   rd   r  ri  ro   rS  )rW   r5   rP   r'   rT  r*   r+   r+   r,   "test_index_false_from_json_to_jsono  s   z6TestPandasContainer.test_index_false_from_json_to_jsonc                 C   s>   t tdddd}tdgdd}tdg|d	}t|| d S )
Nz{"2019-01-01T11:00:00.000Z":88}ra  rP   rj  z2019-01-01 11:00:00zM8[ns, UTC]rJ   X   rO   )r   r   r
   r   r!   rc  )rW   r*   exp_dtir'   r+   r+   r,   test_read_timezone_informationy  s   
z2TestPandasContainer.test_read_timezone_informationr  )zs3://example-fsspec/zgcs://another-fsspec/file.jsonzhttps://example-site.com/datazsome-protocol://data.txtc                 C   s2   t td| d}td|gi}t|| d S )Nz{"url":{"0":"rU  r  r$  )rW   r  r*   r'   r+   r+   r,   test_read_json_with_url_value  s   z1TestPandasContainer.test_read_json_with_url_valuecompression)rW  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 )N  aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaz.jsonzFile z does not existr   )rz   r{   FileNotFoundErrorr   )rW   r{  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  
P1DT0H0M0Sc                 C   s@   t dggtdgd}d| d}|j|d}||ksJ d S )Nr   1Dr   r^  z
":{"0":1}}r  )r	   rU   r  r%   )rW   r  keyrk   r'   r*   r+   r+   r,   test_timedelta_as_label  s   z+TestPandasContainer.test_timedelta_as_labelzorient,expected)rP   z{"('a', 'b')":{"('c', 'd')":1}})r   z{"('c', 'd')":{"('a', 'b')":1}}rW  z,Produces JSON but not in a consistent manner)marksc                 C   s2   t dggdgdgd}|j|d}||ksJ d S )Nr   r  )r?   rm   rn   ro   r   rW   r5   r'   rk   r*   r+   r+   r,   test_tuple_labels  s   z%TestPandasContainer.test_tuple_labelsindent)r   r   rd   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 )NrF   rD   rE   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   )rW   r  rk   r*   spacesr'   r+   r+   r,   test_to_json_indent  s:   z'TestPandasContainer.test_to_json_indentz]Adjust expected when infer_string is default, no bug here, just a complicated parametrization))rt   z{
    "columns":[
        "a",
        "b"
    ],
    "index":[
        0,
        1
    ],
    "data":[
        [
            "foo",
            "bar"
        ],
        [
            "baz",
            "qux"
        ]
    ]
})r.   zf[
    {
        "a":"foo",
        "b":"bar"
    },
    {
        "a":"baz",
        "b":"qux"
    }
])rP   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"
    ]
])rR  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 )
NrF   rD   rE   r   r   r   r   rd   )r5   r  r   r  r+   r+   r,   test_json_indent_all_orients  s   |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 integerr   r  )rz   r{   r$   r	   r%   rM  r+   r+   r,    test_json_negative_indent_raisesY  s   "z4TestPandasContainer.test_json_negative_indent_raisesc                 C   s<   t d}t|}tdd 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	   r9   r   r!   r&   rp  r+   r+   r,   test_emca_262_nan_inf_support]  s   z1TestPandasContainer.test_emca_262_nan_inf_supportc                 C   sB   t ddiddig}tdddgi}tt|}t|| d S )Ncol31900441201190696999Text)r  dumpsr	   r   r   r!   r&   )rW   encoded_jsonr'   r*   r+   r+   r,   test_frame_int_overflowh  s   z+TestPandasContainer.test_frame_int_overflowzdataframe,expectedr  ru   rv   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}|jdd}||ksJ d S )NTfuture_stackrP   ro   )stackr%   )rW   	dataframer'   ra  r*   r+   r+   r,   test_json_multiindexo  s   z(TestPandasContainer.test_json_multiindexc                 C   s   |j d}}tg dg dd}|jd| d| |d d}	 |d
d |j D v r/d S td |d8 }|dks@J dq!)Nr  r   )r   rd   r   r  zs3:///)r&  rC   Tc                 s   s    | ]}|j V  qd S rG  )r  )r=   r  r+   r+   r,   	<genexpr>  s    z1TestPandasContainer.test_to_s3.<locals>.<genexpr>r   r   z,Timed out waiting for file to appear on moto)rN   r	   r%   objectsalltimesleep)rW   s3_public_bucketr(  mock_bucket_nametarget_filerk   timeoutr+   r+   r,   
test_to_s3~  s   
zTestPandasContainer.test_to_s3c                 C   sB   t |trtjjdd}|| t|gg }|dksJ d S )Nznot implementedr   z{"0":{"0":null}})r  r   rz   r   r   r   r	   r%   )rW   nulls_fixturer   r   r*   r+   r+   r,   test_json_pandas_nulls  s
   

z*TestPandasContainer.test_json_pandas_nullsc                 C   s,   t tddd}tg d}t|| d S )Nz[true, true, false]ra  r  )TTF)r   r   r   r!   rc  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jdd}| }d}||ksJ d S )	NTz
2017-01-20z
2017-01-23rF   rD   rn   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%   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>._TestObjectrF  Nc                 S   s   || _ || _|| _|| _d S rG  r   r   _crm   )rW   r   r   r  rm   r+   r+   r,   rL    s   
zPTestPandasContainer.test_to_json_series_of_objects.<locals>._TestObject.__init__c                 S   s   dS )NrC   r+   rM  r+   r+   r,   r     s   zITestPandasContainer.test_to_json_series_of_objects.<locals>._TestObject.erO  )rP  rQ  rR  rL  r   r+   r+   r+   r,   _TestObject  s    
r  r   r   r   rd   r  0)r   r   rm   )r   r  rj  r%   )rW   r  ra  r+   r+   r,   test_to_json_series_of_objects  s   &z2TestPandasContainer.test_to_json_series_of_objectszdata,expectedy             @y              ?y      "@      )r   r   r   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 rG  r   rk  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]]}col1l   :!c&HI l   v8$Z_
 )rX   rt   ro   r   )rW   r'   rk   r*   r+   r+   r,   test_json_uint64  s
   z$TestPandasContainer.test_json_uint64)rt   r.   r/   rP   r   c           
   
      sJ  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}|rKtg d}tg d}nR|dkrittjg dtj	d}ttjddt
gtj	d}n4|dkrt dddlm   g d} g d}ntg d}tg d}|j|d}td| t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rddlm  t fddjD |dkrttd_t|	 d S )Npyarrowr   r   Int64rJ   r   r~   r   Float64)r~   r   r   )TFNrX  r  rZ  )r   r   r?   rm   r   ru  gr%  pythonr   r   r   ArrowExtensionArrayro   mode.string_storage)dtype_backendr5   TFbooleanc                    s$   i | ]}| j | d dqS )Tfrom_pandas)array)r=   r  r  r'   par+   r,   r@   ,  s    zDTestPandasContainer.test_read_json_dtype_backend.<locals>.<dictcomp>r/   r  )rz   importorskipr	   r   r9   r   r   r  r   object_r   pandas.arraysr  r   r%   rU   option_contextr   r   r   rR   r3   r!   r&   )
rW   string_storager  r5   r   rk   string_arraystring_array_naoutr*   r+   r  r,   test_read_json_dtype_backend  sh   




z0TestPandasContainer.test_read_json_dtype_backend)rt   r.   rP   c           
      C   s   t d}tdtjdgdd}|j|d}td| tt	|||dd	}W d    n1 s0w   Y  tdtjdgdd}|dkrTd
dl
m}	 t|	|j|dd}t|| d S )Nr  r   r   r  rJ   ro   r  ra  )r  r5   rb  r   r  Tr  )rz   r  r   r9   r   r%   rU   r  r   r   r  r  r  r!   rc  )
rW   r  r  r5   r  rb   r  r*   r'   r  r+   r+   r,   test_read_json_nullable_series7  s   
z2TestPandasContainer.test_read_json_nullable_seriesc                 C   sD   d}t jt|d tddd W d    d S 1 sw   Y  d S )NzPdtype_backend numpy is invalid, only 'numpy_nullable' and 'pyarrow' are allowed.r   r   numpy)r  )rz   r{   r$   r   )rW   r)   r+   r+   r,   test_invalid_dtype_backendL  s
   "z.TestPandasContainer.test_invalid_dtype_backend)rP  rQ  rR  rz   fixturerZ   rc   rl   rs   r   parametrizerw   r}   r   r   r   r   r   r   r9   rI   r   r`   intr   r   r   r   r   r   AssertionErrorr   r  r   r   r   r   r   skipifr   r   r   r   r   r   r  r#  rE  r]  r`  rg  ri  rl  ro  rr  rs  rv  rw  r|  r~  r   r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  network
single_cpurU   DatetimeTZDtyper  r  r  r  r  r   r  r  r  r  r  r  r  r  r  r  r  r   r"  r#  r%  r  skip_if_not_us_localer)  r0  r2  sysmaxsizer8  r9  r:  r<  r  r   rj   rI  rO  rU  rV  r   rc  re  rg  rh  r	   rename_axisrl  rq  rs  ru  rv  ry  rz  r  r  paramr  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r+   r+   r+   r,   r7   `   s   





	




	
"

b&


	






&





	


0&	 (&( 	 (& 		
u
	!

Fr7   c                  C   sT   t td} |  }tjtdd t|dd W d    d S 1 s#w   Y  d S )Nr   zThe engine type foor   rF   )enginer   r3   r%   rz   r{   r$   r   rb   r  r+   r+   r,   test_invalid_engineU  s
   "r  c                  C   sV   t td} |  }tjtdd t|ddd W d    d S 1 s$w   Y  d S )Nr   z&currently pyarrow engine only supportsr   r  F)r  r   r  r  r+   r+   r,   test_pyarrow_engine_lines_false]  s
   "r  c                 C   s   t d tddgddggddgdd	gd
}| }tdd tt|}W d    n1 s1w   Y  tddgddggdtddgddtdd	gddd}t	
|| d S )Nr  r   r   r?   rm   zrow 1zrow 2zcol 1zcol 2rn   zfuture.infer_stringTr   rJ   r6  )rz   r  r	   r%   rU   r  r   r   r   r!   r&   )r5   rk   r  r*   r'   r+   r+   r,   $test_json_roundtrip_string_inferencee  s   
r  c                  C   sZ   t dg di} d}tjt|d t }| |d W d    d S 1 s&w   Y  d S )Nr   r   zuStarting with pandas version 3.0 all arguments of to_json except for the argument 'path_or_buf' will be keyword-only.r   rt   )r	   r!   r"   r#   r   r%   )rk   r)   r  r+   r+   r,   test_json_pos_args_deprecationv  s   "r  r  c                  C   sH   t tdtgddtdtgddd} | jddd	}d
}||ks"J d S )Nr   zint64[pyarrow]rJ   r   r  r  r.   Tr;  z"{"a":1,"b":2}
{"a":null,"b":null}
)r	   r   r   r%   )rk   r*   r'   r+   r+   r,   test_to_json_ea_null  s   r  c                  C   s2   d} t t| ddj}td}tj||dd d S )Nz#
{"a": 1, "b": 2}
{"a": 3, "b": 4}
Tr   r   )exact)r   r   rP   r   r!   rf  )rX   r*   r'   r+   r+   r,   test_read_json_lines_rangeindex  s   r  )5r  r   decimalr   r  r   r   r  r  r  r  r  r9   rz   pandas._configr   pandas.compatr   pandas.util._test_decoratorsutil_test_decoratorsr  pandasrU   r   r	   r
   r   r   r   r   r   r   pandas._testing_testingr!   pandas.core.arraysr   r   pandas.core.arrays.string_arrowr   pandas.io.jsonr   r-   r6   r7   r  r  r  r  
skip_if_nor  r  r+   r+   r+   r,   <module>   sZ    ,-                
