o
    vhd/                    @   s2  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$m%Z% d	d
 Z&dd Z'G dd dZ(dd Z)dd Z*dd Z+dd Z,e-ddd Z.dd Z/dS )    N)	timedelta)Decimal)BytesIOStringIO)using_string_dtype)IS64)	NA	DataFrameDatetimeIndexIndex
RangeIndexSeries	Timestamp
date_range	read_json)ujson_dumpsc               	   C   s  t ddgddggddgd} d}d}tjt|d zt|d	d
 W n	 ty+   Y nw W d    n1 s6w   Y  tjt|d t|  d	d
 W d    n1 sUw   Y  tjt|d tddd
}t||  W d    n1 sxw   Y  tjt|d ztdd	d
}W n	 ty   Y nw W d    n1 sw   Y  tjt|d! ztdd	d
}W n	 ty   Y nw t||  W d    d S 1 sw   Y  d S )N      abcolumnsz[{"a": 1, "b": 2}
        {"a": 3, "b": 4}
        {"a": 5, "b": 6}
        {"a": 7, "b": 8}zPassing literal json to 'read_json' is deprecated and will be removed in a future version. To read from a literal string, wrap it in a 'StringIO' object.matchFlines!{"a": 1, "b": 2}
{"b":2, "a" :1}
T4{"a\\":"foo\\","b":"bar"}
{"a\\":"foo\"","b":"bar"}
)r	   tmassert_produces_warningFutureWarningr   
ValueErrorto_jsonassert_frame_equal)expectedjsonlmsgresult r(   ^/var/www/html/hyperkenya/venv/lib/python3.10/site-packages/pandas/tests/io/json/test_pandas.pytest_literal_json_deprecation&   sL   
	"r*   c                 C   s<   |dv r
|j dd}|dkrtt|j|_t| | d S )N)recordsvaluesTdropr,   )reset_indexrangelenr   r   r#   )r'   r$   orientr(   r(   r)   assert_json_roundtrip_equalS   s
   r3   c                   @   sJ  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$eddgd%d&ggddgd'ddgddgd%d&ggd(feddgd%d&ggddgd'd)ddgddgd%d&ggd(feddgd%d&ggddgddgddggd*ddgddgd%d&ggd(fe<g d+d,d-d,g d+d.fe<g d+d,d-d)d,g d+d.fe<ddgd,ddgddggd/d,ddgd.fgd0d1 Zej	
deddgd%d&ggddgd'eddgd%d&ggddgd'd)eddgd%d&ggddgddgddggd*e<g d+d,d-e<g d+d,d-d)e<ddgd,ddgddggd/gd2d3 Zej	
d	ddgd4d5 Zej	
d	d6dgd7d8 Zej	
d	dd9gej	
dd*d(gd:d; Zd<d= Zej	
d>g d?d@dA Zej	
dBg dCdDdE Zej	
dFdGdHgdIdJ Zej	
dKdLdMejddNej	jdOdTdPejd9dNej	jdOdTdPgdQdR Zej	
dSg dTdUdV Zej	j&e| dWdTej	
dKg dXdYdZ Zd[d\ Zd]d^ Zd_d` Zej	
daeg d+g dbdcddfgdedf Zej	jRdgdh Zdidj Zdkdl Zdmdn Zdodp Zej	
dqe<drdsdtdudvfe<dwdxdydudzfed{d|gd}d~ggdfeddgddggdfgdd Zdd Zej	je| dd(ddd Zej	
d	g ddd Zdd Zd/S (  TestPandasContainerc                 C   sv   dd t tdD }dgd dgd  dgd  dgd	  }tt||d
< tjddd|d< t|tj|d
ddS )Nc                 S   s$   i | ]\}}|t j|d qS )   )nprandomdefault_rngstandard_normal).0icr(   r(   r)   
<dictcomp>^   s    z9TestPandasContainer.categorical_frame.<locals>.<dictcomp>ABCDbah   barbazfoo   Er5   int64dtypesortnameindex)	enumeratelistreversedr6   aranger	   pdCategoricalIndex)selfdatacatr(   r(   r)   categorical_frame\   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?
   rG   
2020-01-01periodsts)rM   rK   )r   r6   rQ   float64r   rM   
_with_freq)rT   serr(   r(   r)   datetime_seriesg   s   
z#TestPandasContainer.datetime_seriesc                 C   s@   t tjddttdtddddd}|j	d |_|S )	Nr   )r5      r>   
2000-01-01r5   Br[   freqr   rM   )
r	   r6   r7   r8   r9   r   rO   r   rM   r^   )rT   dfr(   r(   r)   datetime_frames   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rM   r   r2   r	   r   r"   r   copyr3   rT   r2   rg   rU   r'   r$   r(   r(   r)    test_frame_double_encoded_labels   s   z4TestPandasContainer.test_frame_double_encoded_labelsr2   )splitr+   r,   c                 C   sV   t ddgddggddgddgd}t|j|d	}t||d	}| }t||| d S )
Nr   r   r<   ri   r   xyrj   rk   rl   rn   r(   r(   r)   test_frame_non_unique_index   s
   "z/TestPandasContainer.test_frame_non_unique_indexrM   r   c                 C   sn   t ddgddggddgddgd}d	| d
}tjt|d |j|d W d    d S 1 s0w   Y  d S )Nr   r   r<   ri   r   rq   rr   rj   z+DataFrame index must be unique for orient=''r   rk   r	   pytestraisesr!   r"   rT   r2   rg   r&   r(   r(   r)   "test_frame_non_unique_index_raises   s
   ""z6TestPandasContainer.test_frame_non_unique_index_raisesrp   r,   rU   r   r   r<   ri         ?      @g      @g      @r      2013010120130102c                 C   s   t |ddgddgd}tt|j|d|dgd}|dkrAt |}|jd d df jd	kr@|d|jd d df tj	d
  n|dkrL|}ddg|_
t|| d S )Nr   r   rq   rj   rk   )r2   convert_datesr,   r   datetime64[ns]@B rp   zx.1)r	   r   r   r"   ilocrH   isetitemastyper6   rF   r   r   r#   )rT   r2   rU   rg   r'   r$   r(   r(   r)   test_frame_non_unique_columns   s   &
z1TestPandasContainer.test_frame_non_unique_columns)rM   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<   ri   r   r   rq   rj   z-DataFrame columns must be unique for orient='rt   r   rk   ru   rx   r(   r(   r)   $test_frame_non_unique_columns_raises   s
   ""z8TestPandasContainer.test_frame_non_unique_columns_raisesc                 C      |  |j ddksJ d S )Nr   rk   r"   )rT   float_framer(   r(   r)   test_frame_default_orient      z-TestPandasContainer.test_frame_default_orientrH   Fconvert_axesTc                 C   4   t |j|d}t||||d}|}t||| d S Nrk   r2   r   rH   r   r"   r   r3   )rT   r2   r   rH   r   rU   r'   r$   r(   r(   r)   test_roundtrip_simple   s   z)TestPandasContainer.test_roundtrip_simplec                 C   r   r   r   )rT   r2   r   rH   	int_framerU   r'   r$   r(   r(   r)   test_roundtrip_intframe   s   z+TestPandasContainer.test_roundtrip_intframeNU3c                 C   s   t tddd tdD dd tdD |d}t|j|d}t||||d	}| }|s5|tj	}|rL|d
v rL|j
tj	|_
|jtj	|_n|dkr[|r[|j
tj	|_
n|ri|dkri|j
tj	|_
t||| d S )N)   ra   c                 S      g | ]}t |qS r(   strr:   r;   r(   r(   r)   
<listcomp>       z?TestPandasContainer.test_roundtrip_str_axes.<locals>.<listcomp>ra   c                 S   r   r(   r   r   r(   r(   r)   r      r   r   )r   rM   rH   rk   r   rj   r+   rp   )r	   r6   zerosr0   r   r"   r   rm   r   rF   r   rM   r3   )rT   r2   r   rH   rg   rU   r'   r$   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 )Nrj   z.Can't have duplicate index values for orient 'z')reasonrk   r2   r   r   )applymarkerrv   markxfailr   r"   r   rm   rM   r   r   rK   r3   )	rT   requestr2   rW   r   using_infer_stringrU   r'   r$   r(   r(   r)   test_roundtrip_categorical   s   

z.TestPandasContainer.test_roundtrip_categoricalc                 C   sv   t  }t|j|d}t|||d}|dkr'tg |rtntd}t ||d}n|dv r/t  }n| }t	|| d S )Nrk   r   rp   rG   rj   )
r	   r   r"   r   r   floatobjectrm   r   r#   )rT   r2   r   empty_framerU   r'   idxr$   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 )Nrk   r   r   rp   )r   r"   r   rm   rM   viewr6   rF   r   r   r3   )rT   r2   r   rh   rU   r'   r$   r   r(   r(   r)   test_roundtrip_timestamp  s   
z,TestPandasContainer.test_roundtrip_timestampc           	      C   s   t g d}g dg dg dg dd}t||d}t|j|d}t|||d	}| }|jdi |d
t	j
}t||| d S )N)r   r   r<   ri   e)              ?       @      @      @)r   r   r   r   r   )foo1foo2foo3foo4foo5)TFTFTArc   CD)rU   rM   rk   r   numberr(   )r   r	   r   r"   r   rm   assignselect_dtypesr   r6   rF   r3   )	rT   r2   r   rM   r,   rg   rU   r'   r$   r(   r(   r)   test_roundtrip_mixed,  s   z(TestPandasContainer.test_roundtrip_mixedz9#50456 Column multiindex is stored and loaded differently)r   rw   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|   ra   r   rp   rk   )	r	   rR   
MultiIndexfrom_arraysr   r"   r   r   r#   )rT   r   rg   rU   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 columnsrp   )zN{"badkey":["A","B"],"index":["2","3"],"data":[[1.0,"1"],[2.0,"2"],[null,"3"]]}zunexpected key\(s\): badkeyrp   c                 C   sD   t jt|d tt||d W d    d S 1 sw   Y  d S )Nr   rk   )rv   rw   r!   r   r   )rT   rU   r&   r2   r(   r(   r)   $test_frame_from_json_bad_data_raisesU  s   #"z8TestPandasContainer.test_frame_from_json_bad_data_raisesc                 C   s   t ddgg dg}tt|j|d|||d}t|jd s"J t ddgg d	g}tt|j|d|||d}t|jd sDJ d S )
Nr   r   ra   r@      rk   r   r   r   12)456)r	   r   r   r"   r6   isnanr   )rT   r2   r   rH   num_dfr'   obj_dfr(   r(   r)   !test_frame_from_json_missing_data{  s    z5TestPandasContainer.test_frame_from_json_missing_datac                 C   s,   t td|d}ttjg}t|| d S )Nz[null]rG   )r   r   r	   r6   nanr   r#   )rT   rH   r'   r$   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   rG   )r	   locr   r"   r   r6   r   r   )rT   r   rH   rg   rU   r'   r(   r(   r)   test_frame_infinity  s
   
z'TestPandasContainer.test_frame_infinityz$not compliant on 32-bit, xref #15865r   zvalue,precision,expected_val))gffffff?r   r   )g333333?r   r   )g333333r   g       )gףp=
?r   r   )gCl?r|   r   )g?rD   r   c                 C   s2   t d|ig}|j|d}|d| dksJ d S )Na_float)double_precisionz{"a_float":{"0":}}r	   r"   )rT   value	precisionexpected_valrg   encodedr(   r(   r)   "test_frame_to_json_float_precision  s   z6TestPandasContainer.test_frame_to_json_float_precisionc                 C   P   t g d}d}tjt|d |jdd W d    d S 1 s!w   Y  d S Nr   r   r|   z+Invalid value 'garbage' for option 'orient'r   garbagerk   ru   )rT   rg   r&   r(   r(   r)   test_frame_to_json_except  
   "z-TestPandasContainer.test_frame_to_json_exceptc                 C   sJ   t ddgd}|jrJ t| }t|t|jd}tj||dd d S )Njimjoer   rG   Fcheck_index_type)	r	   _is_mixed_typer   r"   r   dictdtypesr   r#   )rT   rg   rU   r'   r(   r(   r)   test_frame_empty  s
   
z$TestPandasContainer.test_frame_emptyc                 C   s0   t dg ig d}|jdd}d}||ksJ d S )NtestrL   r   rk   z{"test":{}}r   rT   rg   r'   r$   r(   r(   r)   test_frame_empty_to_json  s   z,TestPandasContainer.test_frame_empty_to_jsonc                 C   sX   t ddgd}|d d|d< |jsJ | }tjtt|t|j	d|dd d S )Nr   r   r   i8rG   Fr   )
r	   r   r   r"   r   r#   r   r   r   r   )rT   rg   rU   r(   r(   r)   test_frame_empty_mixedtype  s   

z.TestPandasContainer.test_frame_empty_mixedtypec                 C   s   g dg dg dg dg}t |tdg dd}|jsJ | }dD ]}t|j|d	}t||d
d}t|| q$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)rX   r   rC   皙?g{Gz?)   r   rA   g?g{Gz?)r5   r|   rB   g333333?gQ?)(   ra   quxg?g{Gz?abcd)1st2nd3rd4th5thrj   rp   rM   r   rk   Fr   r+   r   r,   )r	   rO   r   rm   r   r"   r   r   r#   r   r1   rM   shaper   )rT   valsrg   rightr2   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re   )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   rf   z19920106 18:21:32.12nsdater}   r|   modifiedr   iojsonrU   ztsframe_v012.json)axisztsframe_iso_v012.jsonFcheck_column_type)r   r
   r6   asarrayr	   r   as_unitr   r   get_locrR   NaTospathjoinr   r   r#   r.   )
rT   datapathdtirg   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20000101rX   hrd   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_2rL   r   rp   rk   T)r   r  	by_blockscheck_exact)r   r
   rO   r	   r   r   r6   str_r   r"   r   r   r#   )rT   r   rM   df_mixedrU   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$   e Zd ZdddZdefddZdS )zFTestPandasContainer.test_frame_nonprintable_bytes.<locals>.BinaryThingreturnNc                 S   s   || _ t|| _d S N)hexedbytesfromhexbinary)rT   rE  r(   r(   r)   __init__z  s   zOTestPandasContainer.test_frame_nonprintable_bytes.<locals>.BinaryThing.__init__c                 S   s   | j S rD  )rE  rT   r(   r(   r)   __str__~  s   zNTestPandasContainer.test_frame_nonprintable_bytes.<locals>.BinaryThing.__str__rC  N)__name__
__module____qualname__rI  r   rK  r(   r(   r(   r)   BinaryThingy  s    
rP  574b4454ba8c5eb4f98a8f45r   z{"A":{"0":""}}z6Unsupported UTF-8 sequence length when encoding stringr   r   r   rc   rc   r   default_handlerz"},"B":{"0":1}})r	   rE  r"   rv   rw   OverflowErrorr   )
rT   rP  rE  binthingdf_printabledf_nonprintabler&   r@  r'   r$   r(   r(   r)   test_frame_nonprintable_bytesv  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 )NrA   i r   rC   i9  {"z":{"0":1},"foo":{"0":1337}}r   rT   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   rL   z.Series index must be unique for orient='index'r   rM   rk   rp   series)r2   typr+   )r   rv   rw   r!   r"   r   assert_series_equalr   r   assert_equalr,   )rT   sr&   unserializedr(   r(   r)   test_series_non_unique_index  s   z0TestPandasContainer.test_series_non_unique_indexc                 C   r   )NrM   rk   r   )rT   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 )
Nrk   r^  r_  r2   r  r   r,   r+   Tr-   rp   )	r   r"   r   rM   r   r/   rK   r   r`  )rT   r2   re  r   rU   r'   r$   r(   r(   r)   test_series_roundtrip_simple  s   z0TestPandasContainer.test_series_roundtrip_simplec                 C   sf   t |j|d}t|d||d}|}|dv r|jdd}|dkr#d |_t r+|d}t|| d S )	Nrk   r^  )r_  r2   rH   rh  Tr-   rp   r   )	r   r"   r   r/   rK   r   r   r   r`  )rT   r2   rH   object_seriesrU   r'   r$   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rM   rH   rk   r^  rg  Tr-   rp   )r   r6   r]   r   r"   r   r/   rM   r   r   r`  )rT   r2   empty_seriesrU   r'   r$   r(   r(   r)   test_series_roundtrip_empty  s   z/TestPandasContainer.test_series_roundtrip_emptyc                 C   sT   t |j|d}t|d|d}|}|dv r|jdd}|dkr"d |_t|| d S )Nrk   r^  rg  rh  Tr-   rp   )r   r"   r   r/   rK   r   r`  )rT   r2   r`   rU   r'   r$   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<   ri   r   frL   rk   r^  rg  rh  Tr-   )	r   r0   r   r"   r   rm   r/   r   r`  )rT   r2   rH   rb  rU   r'   r$   r(   r(   r)   test_series_roundtrip_numeric  s   z1TestPandasContainer.test_series_roundtrip_numericc                 C   r   r   )r   rv   rw   r!   r"   )rT   rb  r&   r(   r(   r)   test_series_to_json_except  r   z.TestPandasContainer.test_series_to_json_exceptc                 C   s6   t g d}tt| ddd}tj||dd d S )N=
ףp=@ru  ru  r^  T)r_  precise_floatFr   )r   r   r   r"   r   r`  rT   rb  r'   r(   r(   r)   #test_series_from_json_precise_float  s   z7TestPandasContainer.test_series_from_json_precise_floatc                 C   sB   t g d}tt| dtjd}t dgd }t|| d S )Nrt  r^  r_  rH   ra   r|   )r   r   r   r"   r6   rF   r   r`  )rT   rb  r'   r$   r(   r(   r)   test_series_with_dtype  s   z*TestPandasContainer.test_series_with_dtypezdtype,expectedrb   r   rG   l    ,Uqc                 C   s8   t dgdd}t| }t|d|d}t|| d S )Nrb   r   rG   r^  ry  )r   r   r"   r   r   r`  )rT   rH   r$   rb  rU   r'   r(   r(   r)   test_series_with_dtype_datetime  s   z3TestPandasContainer.test_series_with_dtype_datetimec                 C   s8   t g dg dg}tt| dd}t|| d S )Nrt  T)rv  r	   r   r   r"   r   r#   rT   rg   r'   r(   r(   r)   "test_frame_from_json_precise_float  s   z6TestPandasContainer.test_frame_from_json_precise_floatc                 C   s:   t tdg ddd}tt| d d}t|| d S )Nr   rp  rF   rl  r_  )r   r0   r   r   r"   r   r`  rw  r(   r(   r)   test_typ  s   zTestPandasContainer.test_typc                 C   sn   t g dg dg}tt| }t|| t g dg ddg dd}tt| }t|| d S )Nr   r   r   r   )r   rc   r   rL   r|  r}  r(   r(   r)   test_reconstruction_index"  s   z-TestPandasContainer.test_reconstruction_indexc                 C   sR   t d}|||fD ]}|| t| qW d    d S 1 s"w   Y  d S )N	test.json)r   ensure_cleanr"   r   )rT   r   r   rh   r  rg   r(   r(   r)   	test_path+  s   

"zTestPandasContainer.test_pathc                 C   sZ   t | }t|}t|| t | }t|dd}tj||dd |jd u s+J d S )Nr^  r  F)check_names)r   r"   r   r   r#   r`  rK   )rT   r`   rh   r  r'   r(   r(   r)   test_axis_dates1  s   z#TestPandasContainer.test_axis_datesc                 C   s   |}t dd|d< t| }t|}t|| d|d< t|jdd}t|dd}| }|d j	d	|d< |d 
d
|d< t|| tt dd|jd}t| }t|dd}t|| d S )Nr}   r	  r
  r   rC   	date_unitFr   r   rF   rL   r^  r  )r   r  r   r"   r   r   r#   rm   r,   r   r   r   rM   r`  )rT   r`   rh   rg   r  r'   r$   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$d}nd	}|r.|d
d}||ks4J d S )Ni  r   )yearmonthdayr   rL   r  r  z+{"1577836800000":1577836800000,"null":null}zA{"2020-01-01T00:00:00.000":"2020-01-01T00:00:00.000","null":null}}	,"a":"a"})rR   r  appendr   r"   replace)rT   r  r  r  rU   r_   r'   r$   r(   r(   r)   test_date_index_and_valuesU  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    $Ar   z
2002-11-08r   )	r	   r   rR   r  r   r   r   r   r#   )rT   r  rU   r$   r'   r(   r(   r)   test_convert_dates_inferl  s   z,TestPandasContainer.test_convert_dates_inferzdate,date_unit))20130101 20:43:42.123N)20130101 20:43:42rb  )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   r@   r  r  r  r  )r   r  rR   r  r   r   r  r"   r   r   rm   r   r#   )rT   r
  r  rh   rg   r  r'   r$   r(   r(   r)   test_date_format_frame  s   z*TestPandasContainer.test_date_format_framec                 C   sJ   |}d}t jt|d |jddd W d    d S 1 sw   Y  d S )N*Invalid value 'foo' for option 'date_unit'r   r  rC   r  )rv   rw   r!   r"   )rT   rh   rg   r&   r(   r(   r)   test_date_format_frame_raises  s
   "z1TestPandasContainer.test_date_format_frame_raisesc                 C   sx   t t|d|jd}tj|jd< tj|jd< |r"|jd|d}n|jdd}tt	|dd	}|
 }t|| d S )
Nr	  rL   r   r@   r  r  r  r^  r  )r   r   r  rM   rR   r  r   r"   r   r   rm   r   r`  )rT   r
  r  r`   r\   r  r'   r$   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  rL   r  r   r  rC   r  )r   r   rM   rv   rw   r!   r"   )rT   r`   r\   r&   r(   r(   r)   test_date_format_series_raises  s
   "z2TestPandasContainer.test_date_format_series_raisesunit)rb  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   ra   r  r  r  )r   r  r   r  r   rR   r  r"   r   r   r   r#   )rT   r  rh   rg   dlr  r'   r(   r(   r)   test_date_unit  s   z"TestPandasContainer.test_date_unit)rb  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[]rG   z2022-01-01T11:22:33.123456rH   rM   )r
  date_objr  r  r   r
  r  r  F)r   check_dtype)r
   r6   
datetime64r	   r   r   r   r"   seekr   r#   r   )rT   r  rM   rg   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   )rT   rb  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   )r@   r   ABr   r}   r
  r@   intsTboolsrZ   )r  r  rG   )r	   r6   r7   r8   r9   rO   r   r0   r   rM   r   r"   r   rF   bool_r   r#   )rT   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  rU   z	teams.csvrj   z.The 'downcast' keyword in fillna is deprecatedr   F)downcast)rR   read_csvr"   r   r   reindexrM   r   r   r   r    fillnar6   r   r#   )rT   r  r  rg   rb  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   urlrH   )rT   fieldrH   
httpserverrU   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  )rR   to_timedelta)rq   r(   r(   r)   <lambda>9  s    z4TestPandasContainer.test_timedelta.<locals>.<lambda>   r@   secondsztimedelta64[ns]r^  r  r   r   rL   )r   r   rH   r   r   r"   applyr   r`  r   r	   r#   )rT   	converterr_   r'   framer(   r(   r)   test_timedelta8  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  daysr@   r  r   r   r}   )startr[   r   r   r<   r	  r  r  r   r<   )r	   r   r   r   r"   r   rR   r  r   to_datetimer<   r   r#   )rT   r  rU   r'   r(   r(   r)   test_timedelta2L  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   rG   r	  r  rF   Fr   )r   r   r	   r   rR   	Timedeltar  _valuer   r"   r   r   r#   )rT   tdr\   r  r$   rU   r'   r(   r(   r)   test_mixed_timedelta_datetimeZ  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   rL   r  zA{"P1DT0H0M0S":"P1DT0H0M0S","P2DT0H0M0S":"P2DT0H0M0S","null":null}z7{"86400000":86400000,"172800000":172800000,"null":null}r  r  r  )rR   r  r  r   r  r"   )rT   r  r  r  rU   r_   r$   r'   r(   r(   r)   test_timedelta_to_jsonf  s   
z*TestPandasContainer.test_timedelta_to_jsonc                 C   sB   |ddg}t ||d}|r|t}| }d}||ksJ d S )N*   )millisecondsrL   z	{"42":42})r   r   r   r"   )rT   r  r  rU   r_   r'   r$   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      rT  Fr   )r   r	   r   r   r   r"   r   r#   )rT   r   r  r$   r'   r(   r(   r)   test_default_handler  s
   z(TestPandasContainer.test_default_handlerc                 C   sV   dd }dt ddtddgtdd d	gd
ddgdg}d}t||dd|ks)J d S )Nc                 S   s(   t | trdd| jfd| jfgS t| S )N)mathjsComplexreim)
isinstancecomplexrealimagr   objr(   r(   r)   default  s   
zBTestPandasContainer.test_default_handler_indirect.<locals>.default	   r   STRra   r   zN/Ar  r   r   r   zR[9,[[1,null],["STR",null],[[["mathjs","Complex"],["re",4.0],["im",-5.0]],"N\/A"]]]r,   rU  r2   )r	   r  r   r   )rT   r  df_listr$   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@ra   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   )rT   rg   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  rD  )	TypeErrorr  r&   r(   r)   my_handler_raises  s   zJTestPandasContainer.test_default_handler_raises.<locals>.my_handler_raisesr   r   r   r   rT  ra   r  )rv   rw   r  r	   r   r"   r  )rT   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   rc   category)r	   r"   r   )rT   rg   r$   rb  scr(   r(   r)   test_categorical  s   z$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  utcrZ   rS  r   )r   
tz_converttz_localizer	   rm   r"   r   )rT   tz_rangetz_naiverg   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$J t	tjdd}tj|jd d< |d}| }|| ksHJ d S )Nr   )rX   ra      SparserX   )
r	   r6   r7   r8   r9   r   r   r   r"   r   )rT   rg   sdfr$   rb  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rT   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$TestPandasContainer.test_tz_is_naiver	  z2013-01-01 05:00:00Zr   rZ   z2013-01-01 00:00:00r  z2013-01-01 00:00:00-0500c                 C   s   d}d}t |dd|ksJ t|}t |dd|ksJ t |tdd|ks)J td|i}t |dd}||ks;J t |dtiddsHJ d S )Nz7["2013-01-01T05:00:00.000Z","2013-01-02T05:00:00.000Z"]zF{"DT":{"0":"2013-01-01T05:00:00.000Z","1":"2013-01-02T05:00:00.000Z"}}Tr  DT)r   r
   r   r   r	   )rT   r	  r  dfexpr  rg   r'   r(   r(   r)   test_tz_range_is_utc  s   	z(TestPandasContainer.test_tz_range_is_utcc                 C   s   t ddd}d}d}t|dd|ksJ t|tdd|ks!J td|i}t|dd}||ks3J t|dtidds@J d S )	Nz2013-01-01 05:00:00r   rZ   z5["2013-01-01T05:00:00.000","2013-01-02T05:00:00.000"]zD{"DT":{"0":"2013-01-01T05:00:00.000","1":"2013-01-02T05:00:00.000"}}Tr  r  )r   r   r   r   r	   )rT   r  r  r  rg   r'   r(   r(   r)   test_tz_range_is_naive   s   z*TestPandasContainer.test_tz_range_is_naivec                 C   s<   t tddd}tddgddggddgd}t|| d S )	Nr   Tr   r   r   r   r   r   r   r   r	   r   r#   r\  r(   r(   r)   test_read_inline_jsonl/  s   z*TestPandasContainer.test_read_inline_jsonlc                 C   sD   t d|j dd|d}tddgddggddgd	}t|| d S )
Nzs3n://z/items.jsonlT)r   storage_optionsr   r   r   r   r   )r   rK   r	   r   r#   )rT   s3_public_bucket_with_datas3sor'   r$   r(   r(   r)   test_read_s3_jsonl6  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#   )rT   r  infiler'   r$   r(   r(   r)   test_read_local_jsonlC  s   "z)TestPandasContainer.test_read_local_jsonlc                 C   s   d}t |}t|dd}tddgddggddgd	}t|| t d}t|dd}tddgddggddgd	}t|| d S )
Nu5   {"a": "foo”", "b": "bar"}
{"a": "foo", "b": "bar"}
Tr   u   foo”rA   rC   r   r   r   )r   r   r	   r   r#   rT   r  r'   r$   r(   r(   r)   test_read_jsonl_unicode_charsL  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   rH   rM   r   {"0":{"articleId":r   )r   r   r"   r   r	   )rT   r/  r^  r  r$   rg   r(   r(   r)   test_to_json_large_numbers]  s   z.TestPandasContainer.test_to_json_large_numbersl        l            c                 C   s   t dt| d }d}tjt|d t| W d    n1 s"w   Y  t dt| d }tjt|d t| W d    d S 1 sHw   Y  d S )Nr1  r  z#Value is too small|Value is too bigr   r3  r   )r   r   rv   rw   r!   r   )rT   r/  r  r&   r(   r(   r)   test_read_json_large_numbersj  s   

"z0TestPandasContainer.test_read_json_large_numbersc                 C   sh   d}t |}t|dd}tddgd}t|| d}t |}t|}tddgdgd	}t|| d S )
Nz'{"articleId": "1404366058080022500245"}r^  r  gg_SDr0  rL   z.{"0": {"articleId": "1404366058080022500245"}}r   rj   )r   r   r   r   r`  r	   r#   r-  r(   r(   r)   test_read_json_large_numbers2v  s   z1TestPandasContainer.test_read_json_large_numbers2c                 C   s   t ddgddggddgd}|jddd}d	}||ksJ t d
dgddggddgd}|jddd}d}||ks:J ttt|dd| t ddgddggddgd}|jddd}d}||kscJ ttt|dd| d S )Nr   r   r   r   r   r+   Tr2   r   z{"a":1,"b":2}
{"a":1,"b":2}
zfoo}rA   zfoo"z/{"a":"foo}","b":"bar"}
{"a":"foo\"","b":"bar"}
r   zfoo\za\r   )r	   r"   r   r#   r   r   r   r(   r(   r)   test_to_jsonl  s   z!TestPandasContainer.test_to_jsonlz%GH#13774 encoding kwarg not supportedval)   E, 17       a   b   c)r:  r<  r=  r>  )s   EE, 17r;  r<  r=  r>  )r:     r<  r=  r>  )r;  r<  r=  r>  )r?  r<  r=  r>  )   Ar;  r<  r=  r>  r;  r=  r>  r@  r  c                 C   sx   t dd |D |d}d}td }|j||d tt||d}tj||dd W d    d S 1 s5w   Y  d S )	Nc                 S   s$   g | ]}t |tr|d n|qS )latin-1)r  rF  decode)r:   rq   r(   r(   r)   r     s   $ z;TestPandasContainer.test_latin_encoding.<locals>.<listcomp>rG   rA  r  r'  F)check_categorical)r   r   r  r"   r   r   r`  )rT   rH   r9  r_   r(  r  retrr(   r(   r)   test_latin_encoding  s   "z'TestPandasContainer.test_latin_encodingc                 C   sN   t dtdgi}|jddd }|  |jddd }||ks%J d S )Nr   r   T)rM   deep)r	   r   memory_usagesumr"   )rT   rg   size_before
size_afterr(   r(   r)   "test_data_frame_size_after_to_json  s
   z6TestPandasContainer.test_data_frame_size_after_to_jsonr   r   r   r   1.2.c                 C   sF   t ddgddgg||d}|jdd}tt|dd}t|| d S )Nr   r   r|   ra   rj   tablerk   r	   r"   r   r   r   r#   )rT   rM   r   r$   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  rN  rk   rO  )rT   r$   rP  r'   r(   r(   r)   #test_from_json_to_json_table_dtypes  s   z7TestPandasContainer.test_from_json_to_json_table_dtypeszincorrect na conversion)rp   r+   rM   r   c                 C   s   t tg dddtg dddtg dddtg dd	dtg d
ddtg dddd}|j|d}tt||dddd	dddd}t|| d S )Nr   rF   rG   )Nr   r   r]   )N r<   r   TFTboolr   r   Nr  )rY   Nz
2020-01-03r   )IntegerFloatObjectBoolCategoryDatetimerk   r2   rH   )r	   	from_dictr   r"   r   r   r   r#   )rT   r2   r$   rP  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  rN  rk   z)cannot pass both dtype and orient='table'r   r]  r	   r"   rv   rw   r!   r   )rT   rH   rg   rP  r&   r(   r(   r)   !test_read_json_table_dtype_raises  s   "z5TestPandasContainer.test_read_json_table_dtype_raises)rM   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_equalrM   r   )rT   r2   r$   r'   r(   r(   r)   %test_read_json_table_empty_axes_dtype  s   z9TestPandasContainer.test_read_json_table_empty_axes_dtypec                 C   st   t ddgddggddgddgd	}|jd
d}d}tjt|d t|d
dd W d    d S 1 s3w   Y  d S )Nr   r   r|   ra   r   r   rL  rM  rj   rN  rk   z0cannot pass both convert_axes and orient='table'r   Tr   r`  )rT   rg   rP  r&   r(   r(   r)   (test_read_json_table_convert_axes_raises  s   ""z<TestPandasContainer.test_read_json_table_convert_axes_raiseszdata, expectedra   r@   r   )r   rU   rC   rf   r   r   rJ   )rK   rU   )rK   rM   c                 C   s(   |j ddd}t|}||ksJ d S )Nrp   Fr2   rM   )r"   r  loadsrT   rU   r$   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$J d S )NrN  Fre  rL   r+   rk   )schemarU   )r"   r  rf  rR   r  build_table_schemar	   to_dictrT   rU   r'   r$   r(   r(   r)   test_index_false_to_json_table4  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   ra   r@   r   r   r   zU'index=False' is only valid when 'orient' is 'split', 'table', 'records', or 'values'r   Fre  ru   rx   r(   r(   r)   test_index_false_error_to_jsonQ     "z2TestPandasContainer.test_index_false_error_to_jsonr+   c                 C   rn  )Nr   r   ra   r@   r   r   r   zS'index=True' is only valid when 'orient' is 'split', 'table', 'index', or 'columns'r   Tre  ru   rx   r(   r(   r)   test_index_true_error_to_json_  rp  z1TestPandasContainer.test_index_true_error_to_jsonrN  c                 C   sD   t ddgddgd}|j||d}tt||d}t|| d S )Nr   r   r|   ra   r  re  rk   rO  )rT   r2   rM   r$   rP  r'   r(   r(   r)   "test_index_false_from_json_to_jsonm  s   z6TestPandasContainer.test_index_false_from_json_to_jsonc                 C   s>   t tdddd}tdgdd}tdg|d	}t|| d S )
Nz{"2019-01-01T11:00:00.000Z":88}r^  rM   rg  z2019-01-01 11:00:00zM8[ns, UTC]rG   X   rL   )r   r   r
   r   r   r`  )rT   r'   exp_dtir$   r(   r(   r)   test_read_timezone_informationw  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":"rR  r  r   )rT   r  r'   r$   r(   r(   r)   test_read_json_with_url_value  s   z1TestPandasContainer.test_read_json_with_url_valuecompression)rS  z.gzz.bz2z.tarc                 C   sR   d d| }t jtd| dd t| W d    d S 1 s"w   Y  d S )N  aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaz.jsonzFile z does not existr   )rv   rw   FileNotFoundErrorr   )rT   rw  long_json_pathr(   r(   r)   'test_read_json_with_very_long_file_path  s   
"z;TestPandasContainer.test_read_json_with_very_long_file_pathzdate_format,key)r  i \&)r  
P1DT0H0M0Sc                 C   s@   t dggtdgd}d| d}|j|d}||ksJ d S )Nr   1Dr   r[  z
":{"0":1}}r  )r	   rR   r  r"   )rT   r  keyrg   r$   r'   r(   r(   r)   test_timedelta_as_label  s   z+TestPandasContainer.test_timedelta_as_labelzorient,expected)rM   z{"('a', 'b')":{"('c', 'd')":1}})r   z{"('c', 'd')":{"('a', 'b')":1}}rS  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<   ri   rj   rk   r   rT   r2   r$   rg   r'   r(   r(   r)   test_tuple_labels  s   z%TestPandasContainer.test_tuple_labelsindent)r   r   ra   c                 C   s   t ddgddggddgd}|j|d}d	| }d
| d| | d| | d| d| d| | d| | d| d}||ksAJ d S )NrC   rA   rB   r   r   r   r   r   z{
z"a":{
z"0":"foo",
z
"1":"baz"
z},
z"b":{
z"0":"bar",
z
"1":"qux"
z}
}r   )rT   r  rg   r'   spacesr$   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))rp   z{
    "columns":[
        "a",
        "b"
    ],
    "index":[
        0,
        1
    ],
    "data":[
        [
            "foo",
            "bar"
        ],
        [
            "baz",
            "qux"
        ]
    ]
})r+   zf[
    {
        "a":"foo",
        "b":"bar"
    },
    {
        "a":"baz",
        "b":"qux"
    }
])rM   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"
    ]
])rN  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 )
NrC   rA   rB   r   r   r   r   ra   )r2   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  )rv   rw   r!   r	   r"   rJ  r(   r(   r)    test_json_negative_indent_raisesW  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	   r6   r   r   r#   rl  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#   )rT   encoded_jsonr$   r'   r(   r(   r)   test_frame_int_overflowf  s   z+TestPandasContainer.test_frame_int_overflowzdataframe,expectedr  rq   rr   zU{"(0, 'x')":1,"(0, 'y')":"a","(1, 'x')":2,"(1, 'y')":"b","(2, 'x')":3,"(2, 'y')":"c"}c                 C   s(   |j dd}|jdd}||ksJ d S )NTfuture_stackrM   rk   )stackr"   )rT   	dataframer$   r^  r'   r(   r(   r)   test_json_multiindexm  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   ra   r   r  zs3:///)r"  r@   Tc                 s   s    | ]}|j V  qd S rD  )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)rK   r	   r"   objectsalltimesleep)rT   s3_public_bucketr$  mock_bucket_nametarget_filerg   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   rv   r   r   r   r	   r"   )rT   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]r^  r  )TTF)r   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jdd}| }d}||ksJ d S )	NTz
2017-01-20z
2017-01-23rC   rA   rj   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>._TestObjectrC  Nc                 S   s   || _ || _|| _|| _d S rD  r   r   _cri   )rT   r   r   r  ri   r(   r(   r)   rI    s   
zPTestPandasContainer.test_to_json_series_of_objects.<locals>._TestObject.__init__c                 S   s   dS )Nr@   r(   rJ  r(   r(   r)   r     s   zITestPandasContainer.test_to_json_series_of_objects.<locals>._TestObject.erL  )rM  rN  rO  rI  r   r(   r(   r(   r)   _TestObject  s    
r  r   r   r|   ra   r  0)r   r   ri   )r   r  rf  r"   )rT   r  r^  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 rD  r   rg  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$Z_
 )rU   rp   rk   r   )rT   r$   rg   r'   r(   r(   r)   test_json_uint64  s
   z$TestPandasContainer.test_json_uint64zTODO(infer_string))r   strictc           	         s  t tdtjdgddtg dddtdtjdgddtg d	ddg d
g dg dg dd}|j|d}td| tt|||d}W d    n1 sQw   Y  |dkrgt	
dt }nt|}t tdtjdgddtg dddtdtjdgddtg d	ddtddtgddtg dddtg d|dtg d|dd|dkrt	
dddlm  t  fddjD |dkrttd_tj|dd d S )Nr   r|   Int64rG   r   rz   r{   Float64)rz   r   r{   )TFNrT  r  rV  )r   r   r<   ri   r   rq  gr"  rk   mode.string_storage)dtype_backendr2   pyarrowTFbooleanr   ArrowExtensionArrayc                    s$   i | ]}| j | d dqS )Tfrom_pandas)array)r:   r  r  r$   par(   r)   r=     s    zDTestPandasContainer.test_read_json_dtype_backend.<locals>.<dictcomp>r,   r  r  )r	   r   r6   r   r"   rR   option_contextr   r   rv   importorskip
ArrowDtypestringStringDtyper   pandas.arraysr  r   rO   r0   r   r#   )	rT   string_storager  r2   r   rg   outr'   string_dtyper(   r  r)   test_read_json_dtype_backend  sV   



z0TestPandasContainer.test_read_json_dtype_backend)rp   r+   rM   c           
      C   s   t d}tdtjdgdd}|j|d}td| tt	|||dd	}W d    n1 s0w   Y  tdtjdgdd}|dkrTd
dl
m}	 t|	|j|dd}t|| d S )Nr  r   r|   r  rG   rk   r  r^  )r  r2   r_  r   r  Tr  )rv   r  r   r6   r   r"   rR   r  r   r   r  r  r  r   r`  )
rT   r  r  r2   r  r_   r  r'   r$   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.r   r   numpy)r  )rv   rw   r!   r   )rT   r&   r(   r(   r)   test_invalid_dtype_backend>  s
   "z.TestPandasContainer.test_invalid_dtype_backend)rM  rN  rO  rv   fixturerW   r`   rh   ro   r   parametrizers   ry   r   r   r   r   r   r   r6   rF   r   r]   intr   r   r   r   r   r   AssertionErrorr   r  r   r   r   r   r   skipifr   r   r   r   r   r   r  r   rB  rZ  r]  rd  rf  ri  rk  rn  ro  rr  rs  rx  rz  r   r{  r~  r  r  r  r  r  r  r
  r  r  r  r  r  r  r  r  r  r  r  network
single_cpurR   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%  r,  r.  sysmaxsizer4  r5  r6  r8  r  r   r   rE  rK  rQ  rR  r   r_  ra  rc  rd  r	   rename_axisrh  rm  ro  rq  rr  ru  rv  r{  r  paramr  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r(   r(   r(   r)   r4   [   s   


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





&





	


0&	 (&( 	 (& 		
u
	!
<r4   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   rC   )enginer   r0   r"   rv   rw   r!   r   r_   r  r(   r(   r)   test_invalid_engineG  s
   "r  c                  C   sV   t td} |  }tjtdd t|ddd W d    d S 1 s$w   Y  d S )Nr   z&currently pyarrow engine only supportsr   r  F)r  r   r  r  r(   r(   r)   test_pyarrow_engine_lines_falseO  s
   "r  c                 C   s   t ddgddggddgddgd	}| }td
d tt|}W d    n1 s,w   Y  tjtjd}t ddgddgg|t	ddg|dt	ddg|dd}t
|| d S )Nr   r   r<   ri   zrow 1zrow 2zcol 1zcol 2rj   zfuture.infer_stringT)na_valuerG   r2  )r	   r"   rR   r  r   r   r  r6   r   r   r   r#   )r2   rg   r  r'   rH   r$   r(   r(   r)   $test_json_roundtrip_string_inferenceW  s   r  c                  C   sZ   t dg di} d}tjt|d t }| |d W d    d S 1 s&w   Y  d S )Nr   r   zuStarting with pandas version 3.0 all arguments of to_json except for the argument 'path_or_buf' will be keyword-only.r   rp   )r	   r   r   r    r   r"   )rg   r&   r  r(   r(   r)   test_json_pos_args_deprecationh  s   "r  r  c                  C   sH   t tdtgddtdtgddd} | jddd	}d
}||ks"J d S )Nr   zint64[pyarrow]rG   r   r  r  r+   Tr7  z"{"a":1,"b":2}
{"a":null,"b":null}
)r	   r   r   r"   )rg   r'   r$   r(   r(   r)   test_to_json_ea_nullt  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   rM   r   r   rb  )rU   r'   r$   r(   r(   r)   test_read_json_lines_rangeindex  s   r  )0r  r   decimalr   r  r   r   r  r  r  r  r  r6   rv   pandas._configr   pandas.compatr   pandas.util._test_decoratorsutil_test_decoratorsr  pandasrR   r   r	   r
   r   r   r   r   r   r   pandas._testing_testingr   pandas.io.jsonr   r*   r3   r4   r  r  r  r  
skip_if_nor  r  r(   r(   r(   r)   <module>   sT    ,-               {
