o
    ҷh~%                    @   s   d dl Z d dl mZ d dlmZ d dlmZ d dlZd dlZd dlZd dl	Z	d dl
Zd dlZd dlmZ d dlm  mZ d dlZd dlmZmZmZmZmZmZ d dlmZ d dlmZm Z  dd	 Z!d
d Z"G dd dZ#dd Z$dd Z%dd Z&dS )    N)	timedelta)Decimal)StringIO)IS64)NA	DataFrameDatetimeIndexSeries	Timestamp	read_json)ArrowStringArrayStringArrayc               	   C   s  t ddgddggddgd} d}d}tjt|d zt|d	d
 W n	 ty+   Y nw W d    n1 s6w   Y  tjt|d t|  d	d
 W d    n1 sUw   Y  tjt|d tddd
}t||  W d    n1 sxw   Y  tjt|d ztdd	d
}W n	 ty   Y nw W d    n1 sw   Y  tjt|d! ztdd	d
}W n	 ty   Y nw t||  W d    d S 1 sw   Y  d S )N      abcolumnsz[{"a": 1, "b": 2}
        {"a": 3, "b": 4}
        {"a": 5, "b": 6}
        {"a": 7, "b": 8}zPassing literal json to 'read_json' is deprecated and will be removed in a future version. To read from a literal string, wrap it in a 'StringIO' object.matchFlines!{"a": 1, "b": 2}
{"b":2, "a" :1}
T4{"a\\":"foo\\","b":"bar"}
{"a\\":"foo\"","b":"bar"}
)r   tmassert_produces_warningFutureWarningr   
ValueErrorto_jsonassert_frame_equal)expectedjsonlmsgresult r$   S/var/www/html/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_equalM   s
   r/   c                   @   s  e Zd Zejdd Zejdd Zejdd Zdd Zej	
d	g d
dd Zej	
d	ddgdd Zej	
d	ddgej	
dddgddggddgddggddgddggeddgeddgggd d! Zej	
d	g d"d#d$ Zd%d& Zej	
d'd(egej	
d)d*d(gd+d, Zej	
d'd(ejgej	
d)d*d(gd-d. Zej	
d'd/ejed0gej	
d)d*d(gd1d2 Zej	
d)d*d(gd3d4 Zej	
d)d*d(gd5d6 Zej	
d)d*d(gd7d8 Zej	
d)d*d(gd9d: Zej	jd;ed<ej	
dd=d=gd>d?ggd=d@gd>d>ggd=d=gd>d>gggdAdB Zej	
dCdDdEdF dGgdfdHdIgdJdK Z!ej	
d'd*d(gej	
d)d*d(gdLdM Z"ej	
d'd*d(gdNdO Z#ej	
dPej$ej$ gej	
d'd*d(gdQdR Z%ej	j&e' dSdTej	
dUg dVdWdX Z(dYdZ Z)d[d\ Z*d]d^ Z+d_d` Z,dadb Z-dcdd Z.dedf 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[ddƄ Z\ddȄ Z]ddʄ Z^dd̄ Z_dd΄ Z`ddЄ Zadd҄ Zbej	
dedԃeddded׃gddل Zcddۄ Zdej	
deSjedddߍeSjeddddeSjedddߍgdd Zfdd Zgdd Zhej	jReijjdd Zkdd Zldd Zmej	
denjod enjod  gdd Zpej	
dddgdd Zqdd Zrdd Zsej	jdetd<ej	
dg dg dg dg dg d g dg dejudddgdejudddgg	ej	
d'devgdd	 Zwd
d Zxe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 Zydd Zze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  Z~ej	
d!eddgd"d#ggddgd$ddgddgd"d#ggd%feddgd"d#ggddgd$d&ddgddgd"d#ggd%feddgd"d#ggddgddgddggd'ddgddgd"d#ggd%fe<g d(d)d*d)g d(d+fe<g d(d)d*d&d)g d(d+fe<ddgd)ddgddggd,d)ddgd+fgd-d. Zej	
deddgd"d#ggddgd$eddgd"d#ggddgd$d&eddgd"d#ggddgddgddggd'e<g d(d)d*e<g d(d)d*d&e<ddgd)ddgddggd,gd/d0 Zej	
d	ddgd1d2 Zej	
d	d3dgd4d5 Zej	
d	dd6gej	
dd*d(gd7d8 Zd9d: Zej	
d;g d<d=d> Zej	
d?g d@dAdB Zej	
dCdDdEgdFdG Zej	
dHdIdJejddKej	jdLdTdMejd6dKej	jdLdTdMgdNdO Zej	
dPg dQdRdS Zej	
dHg dTdUdV ZdWdX ZdYdZ Zd[d\ Zej	
d]eg d(g d^d_d`fgdadb Zej	jRdcdd Zdedf Zdgdh Zdidj Zdkdl Zej	
dme<dndodpdqdrfe<dsdtdudqdvfedwdxgdydzggd{fed|d}gd~dg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   sz   t  }t|}dgd dgd  dgd  dgt|d   }tj|dd|_tt||d< t	j
t|d	d
|d< |S )Nbah   barbazfoo   Enameint64dtypesort)r   getSeriesDatar   r-   pdCategoricalIndexindexlistreversednparange)self_seriesd
_cat_framecatr$   r$   r%   categorical_frameV   s   0z%TestPandasContainer.categorical_framec                 C   s    t  }d|_|jd |_|S )Nts)r   makeTimeSeriesr9   rA   
_with_freq)rF   serr$   r$   r%   datetime_seriesb   s   z#TestPandasContainer.datetime_seriesc                 C   s   t t }|jd |_|S N)r   r   getTimeSeriesDatarA   rM   )rF   dfr$   r$   r%   datetime_framek   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   cdz	index " 1z	index / 2za \ bzy / zrA   r   r.   r   r   r   r   copyr/   rF   r.   rR   datar#   r    r$   r$   r%    test_frame_double_encoded_labelss   s   z4TestPandasContainer.test_frame_double_encoded_labelsr.   )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   rT   rU   r   xyrV   rW   rX   rZ   r$   r$   r%   test_frame_non_unique_index   s
   "z/TestPandasContainer.test_frame_non_unique_indexrA   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   rT   rU   r   r^   r_   rV   z+DataFrame index must be unique for orient=''r   rW   r   pytestraisesr   r   rF   r.   rR   r"   r$   r$   r%   "test_frame_non_unique_index_raises   s
   ""z6TestPandasContainer.test_frame_non_unique_index_raisesr]   r(   r[   r   r   rT   rU         ?      @g      @g      @r      2013010120130102c                 C   s   t |ddgddgd}tt|j|d|dgd}|dkrDt |}|jd d df jd	krC|jd d df tjd
 |jd d df< n|dkrO|}ddg|_	t
|| d S )Nr   r   r^   rV   rW   )r.   convert_datesr(   r   datetime64[ns]@B r]   zx.1)r   r   r   r   ilocr<   viewrD   r:   r   r   r   )rF   r.   r[   rR   r#   r    r$   r$   r%   test_frame_non_unique_columns   s   ,
z1TestPandasContainer.test_frame_non_unique_columns)rA   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   rT   rU   r   r   r^   rV   z-DataFrame columns must be unique for orient='ra   r   rW   rb   re   r$   r$   r%   $test_frame_non_unique_columns_raises   s
   ""z8TestPandasContainer.test_frame_non_unique_columns_raisesc                 C      |  |j ddksJ d S )Nr   rW   r   )rF   float_framer$   r$   r%   test_frame_default_orient      z-TestPandasContainer.test_frame_default_orientr<   Fconvert_axesTc                 C   4   t |j|d}t||||d}|}t||| d S NrW   r.   rx   r<   r   r   r   r/   )rF   r.   rx   r<   ru   r[   r#   r    r$   r$   r%   test_roundtrip_simple   s   z)TestPandasContainer.test_roundtrip_simplec                 C   ry   rz   r|   )rF   r.   rx   r<   	int_framer[   r#   r    r$   r$   r%   test_roundtrip_intframe   s   z+TestPandasContainer.test_roundtrip_intframeNU3c                 C   s   t tddd tdD dd tdD |d}t|j|d}t||||d	}| }|s5|tj	}|rL|d
v rL|j
tj	|_
|jtj	|_n|dkr[|r[|j
tj	|_
n|ri|dkri|j
tj	|_
t||| d S )N)      c                 S      g | ]}t |qS r$   str.0ir$   r$   r%   
<listcomp>       z?TestPandasContainer.test_roundtrip_str_axes.<locals>.<listcomp>r   c                 S   r   r$   r   r   r$   r$   r%   r      r   r   )r   rA   r<   rW   r{   rV   r'   r]   )r   rD   zerosr,   r   r   r   rY   astyper:   r   rA   r/   )rF   r.   rx   r<   rR   r[   r#   r    r$   r$   r%   test_roundtrip_str_axes   s&   z+TestPandasContainer.test_roundtrip_str_axesc                 C   sr   |dv r|j tjjd| dd t|j|d}t|||d}| }|j	
t|_	d |j	_t||| d S )NrV   z.Can't have duplicate index values for orient 'z')reasonrW   r.   rx   )node
add_markerrc   markxfailr   r   r   rY   rA   r   r   r9   r/   )rF   requestr.   rJ   rx   r[   r#   r    r$   r$   r%   test_roundtrip_categorical   s   
z.TestPandasContainer.test_roundtrip_categoricalc                 C   sx   t  }t|j|d}t|||d}|dkr(tjg |rtntd}t ||d}n|dv r0t  }n| }t	
|| d S )NrW   r   r]   r;   rV   )r   r   r   r   r?   IndexfloatobjectrY   r   r   )rF   r.   rx   empty_framer[   r#   idxr    r$   r$   r%   test_roundtrip_empty   s   z(TestPandasContainer.test_roundtrip_emptyc                 C   sd   t |j|d}t|||d}| }|s*|jtjd }|dkr'|t	}||_t
||| d S )NrW   r   rn   r]   )r   r   r   rY   rA   rp   rD   r:   r   r   r/   )rF   r.   rx   rS   r[   r#   r    r   r$   r$   r%   test_roundtrip_timestamp  s   
z,TestPandasContainer.test_roundtrip_timestampc           	      C   s   t g d}g dg dg dg dd}t||d}t|j|d}t|||d	}| }|jdi |d
	t
j}t||| d S )N)r   r   rT   rU   e)              ?       @      @      @)r   r   r   r   r   )foo1foo2foo3foo4foo5)TFTFTABCD)r[   rA   rW   r   numberr$   )r?   r   r   r   r   r   rY   assignselect_dtypesr   rD   r:   r/   )	rF   r.   rx   rA   r(   rR   r[   r#   r    r$   r$   r%   test_roundtrip_mixed  s   z(TestPandasContainer.test_roundtrip_mixedz9#50456 Column multiindex is stored and loaded differently)r   rd   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   ri   r   r   r]   rW   )	r   r?   
MultiIndexfrom_arraysr   r   r   r   r   )rF   r   rR   r[   r#   r$   r$   r%   test_roundtrip_multiindex2  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 columnsr]   )zN{"badkey":["A","B"],"index":["2","3"],"data":[[1.0,"1"],[2.0,"2"],[null,"3"]]}zunexpected key\(s\): badkeyr]   c                 C   sD   t jt|d tt||d W d    d S 1 sw   Y  d S )Nr   rW   )rc   rd   r   r   r   )rF   r[   r"   r.   r$   r$   r%   $test_frame_from_json_bad_data_raisesG  s   #"z8TestPandasContainer.test_frame_from_json_bad_data_raisesc                 C   s   t ddgg dg}tt|j|d|||d}t|jd s"J t ddgg d	g}tt|j|d|||d}t|jd sDJ d S )
Nr   r   r   r2      rW   r{   r   r   12)456)r   r   r   r   rD   isnanro   )rF   r.   rx   r<   num_dfr#   obj_dfr$   r$   r%   !test_frame_from_json_missing_datam  s    z5TestPandasContainer.test_frame_from_json_missing_datac                 C   s,   t td|d}ttjg}t|| d S )Nz[null]r;   )r   r   r   rD   nanr   r   )rF   r<   r#   r    r$   r$   r%   (test_frame_read_json_dtype_missing_value  s   z<TestPandasContainer.test_frame_read_json_dtype_missing_valueinfc                 C   sN   t ddgg dg}||jd< t| }t||d}t|jd s%J d S )Nr   r   r   r   r;   )r   locr   r   r   rD   r   ro   )rF   r   r<   rR   r[   r#   r$   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?ri   r   )g?r6   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   )rF   value	precisionexpected_valrR   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   ri   z+Invalid value 'garbage' for option 'orient'r   garbagerW   rb   )rF   rR   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   r;   Fcheck_index_type)	r   _is_mixed_typer   r   r   dictdtypesr   r   )rF   rR   r[   r#   r$   r$   r%   test_frame_empty  s
   
z$TestPandasContainer.test_frame_emptyc                 C   s0   t dg ig d}|jdd}d}||ksJ d S )NtestrA   r   rW   z{"test":{}}r   rF   rR   r#   r    r$   r$   r%   test_frame_empty_to_json  s   z,TestPandasContainer.test_frame_empty_to_jsonc                 C   sX   t ddgd}|d d|d< |jsJ | }tjtt|t|j	d|dd d S )Nr   r   r   i8r;   Fr   )
r   r   r   r   r   r   r   r   r   r   )rF   rR   r[   r$   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   r5   皙?g{Gz?)   r   r3   g?g{Gz?)   ri   r4   g333333?gQ?)(   r   quxg?g{Gz?abcd)1st2nd3rd4th5thrV   )r]   rA   r   rW   Fr   r'   r   r(   )r   rB   r   rY   r   r   r   r   r   r?   
RangeIndexr-   rA   shaper   )rF   valsrR   rightr.   inpleftr$   r$   r%   test_frame_mixedtype_orient  s,   
z/TestPandasContainer.test_frame_mixedtype_orientc           
      C   s  t dd}tt|d d}tg dg dg dg dg dgg d	|d
}tdd|d< td|jd|j	
df< |d |d< t j|jd|j	
df< |ddd}tj|d}t|}t|| |jdgdd}tj|d}t|}	t||	 d S )Nz
2000-01-03z
2000-01-07freq)gÉ?gz~Kc?gX7?gH/ƿ)g|RпgXgsBfg(ƿ)g<1=?g9?gg??gLł
)gJQg[r?T?gj<DH>?g-ѿ)gIEx?gW!i`ygP04?g+]5?r   r   rA   z19920106 18:21:32.12nsdaterj   ri   modifiedr   iojsonr[   ztsframe_v012.json)axisztsframe_iso_v012.json)r?   
date_ranger   rD   asarrayr   r
   as_unitro   r   get_locNaTospathjoinr   r   r   r*   )
rF   datapathdtirR   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 jdddd}tt|d d}tg dg dg dg d	g d
g dd|d}|jtj|_t	|j
dd}t|dd}tj||ddddd d S )N20000101r   H)periodsr   r   )
g}S? wgbm?gz(~J	?g1?gk*MgvTj?g7j	" Y?gp+KS(g񒬁?gZtSy)
iL,i_}i4ziKeiL&i%giDiY)L i;eiD )
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_2r   r]   rW   T)r   check_column_type	by_blockscheck_exact)r?   r  r   rB   r   r   r   rD   str_r   r   r   r   r   )rF   rA   df_mixedr[   df_roundtripr$   r$   r%   test_blocks_compat_GH9037  s.   JO
z-TestPandasContainer.test_blocks_compat_GH9037c           
      C   s  G dd d}d}||}t d|jgi}| d| dks!J t d|gi}d}tjt|d |  W d    n1 s@w   Y  t |gd	gd
ddgd}tjt|d |  W d    n1 shw   Y  |jtd}d| d}	||	ksJ |jtdd| dksJ d S )Nc                   @   s$   e Zd ZdddZdefddZdS )zFTestPandasContainer.test_frame_nonprintable_bytes.<locals>.BinaryThingreturnNc                 S   s   || _ t|| _d S rP   )hexedbytesfromhexbinary)rF   r;  r$   r$   r%   __init__j  s   zOTestPandasContainer.test_frame_nonprintable_bytes.<locals>.BinaryThing.__init__c                 S   s   | j S rP   )r;  rF   r$   r$   r%   __str__n  s   zNTestPandasContainer.test_frame_nonprintable_bytes.<locals>.BinaryThing.__str__r:  N)__name__
__module____qualname__r?  r   rA  r$   r$   r$   r%   BinaryThingi  s    
rF  574b4454ba8c5eb4f98a8f45r   z{"A":{"0":""}}z6Unsupported UTF-8 sequence length when encoding stringr   r   r   r   r   r   default_handlerz"},"B":{"0":1}})r   r;  r   rc   rd   OverflowErrorr   )
rF   rF  r;  binthingdf_printabledf_nonprintabler"   r7  r#   r    r$   r$   r%   test_frame_nonprintable_bytesf  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 )Nr3   i r   r5   i9  {"z":{"0":1},"foo":{"0":1337}}r   rF   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$w   Y  t|tt|jd	dd	d
d tt|jdddd
d}t	|j
|j
 d S )Nr   r   r   r   z.Series index must be unique for orient='index'r   rA   rW   r]   series)r.   typr'   )r	   rc   rd   r   r   r   assert_series_equalr   r   assert_numpy_array_equalr(   )rF   sr"   unserializedr$   r$   r%   test_series_non_unique_index  s   z0TestPandasContainer.test_series_non_unique_indexc                 C   rs   )NrA   rW   rt   )rF   string_seriesr$   r$   r%   test_series_default_orient  rw   z.TestPandasContainer.test_series_default_orientc                 C   T   t |j|d}t|d|d}|}|dv r|jdd}|dkr"d |_t|| d S NrW   rT  rU  r.   r(   r'   Tr)   r]   r   r   r   r+   r9   r   rV  )rF   r.   r[  r[   r#   r    r$   r$   r%   test_series_roundtrip_simple     z0TestPandasContainer.test_series_roundtrip_simplec                 C   sV   t |j|d}t|d||d}|}|dv r|jdd}|dkr#d |_t|| d S )NrW   rT  )rU  r.   r<   r`  Tr)   r]   ra  )rF   r.   r<   object_seriesr[   r#   r    r$   r$   r%   test_series_roundtrip_object  s   z0TestPandasContainer.test_series_roundtrip_objectc                 C   sb   t g g tjd}t|j|d}t|d|d}|jdd}|dv r)|jtj|_t	
|| d S )NrA   r<   rW   rT  r_  Tr)   r]   )r	   rD   float64r   r   r   r+   rA   r   r   rV  )rF   r.   empty_seriesr[   r#   r    r$   r$   r%   test_series_roundtrip_empty  s   z/TestPandasContainer.test_series_roundtrip_emptyc                 C   r]  r^  ra  )rF   r.   rO   r[   r#   r    r$   r$   r%    test_series_roundtrip_timeseries  rc  z4TestPandasContainer.test_series_roundtrip_timeseriesc                 C   s^   t tdg dd}t|j|d}t|d|d}| }|dv r'|jdd	}t|| d S )
Nr   r   r   rT   rU   r   fr   rW   rT  r_  r`  Tr)   )	r	   r,   r   r   r   rY   r+   r   rV  )rF   r.   r<   rX  r[   r#   r    r$   r$   r%   test_series_roundtrip_numeric  s   z1TestPandasContainer.test_series_roundtrip_numericc                 C   r   r   )r	   rc   rd   r   r   )rF   rX  r"   r$   r$   r%   test_series_to_json_except  r   z.TestPandasContainer.test_series_to_json_exceptc                 C   s6   t g d}tt| ddd}tj||dd d S )N=
ףp=@rp  rp  rT  T)rU  precise_floatFr   )r	   r   r   r   r   rV  rF   rX  r#   r$   r$   r%   #test_series_from_json_precise_float  s   z7TestPandasContainer.test_series_from_json_precise_floatc                 C   sB   t g d}tt| dtjd}t dgd }t|| d S )Nro  rT  rU  r<   r   ri   )r	   r   r   r   rD   r:   r   rV  )rF   rX  r#   r    r$   r$   r%   test_series_with_dtype  s   z*TestPandasContainer.test_series_with_dtypezdtype,expected
2000-01-01rm   r;   l    ,Uqc                 C   s8   t dgdd}t| }t|d|d}t|| d S )Nrv  rm   r;   rT  rt  )r	   r   r   r   r   rV  )rF   r<   r    rX  r[   r#   r$   r$   r%   test_series_with_dtype_datetime  s   z3TestPandasContainer.test_series_with_dtype_datetimec                 C   s8   t g dg dg}tt| dd}t|| d S )Nro  T)rq  r   r   r   r   r   r   rF   rR   r#   r$   r$   r%   "test_frame_from_json_precise_float  s   z6TestPandasContainer.test_frame_from_json_precise_floatc                 C   s:   t tdg ddd}tt| d d}t|| d S )Nr   rk  r:   rf  rU  )r	   r,   r   r   r   r   rV  rr  r$   r$   r%   test_typ  s   zTestPandasContainer.test_typc                 C   sn   t g dg dg}tt| }t|| t g dg ddg dd}tt| }t|| d S )Nr   r   r   r   )r   r   r   r   rx  ry  r$   r$   r%   test_reconstruction_index  s   z-TestPandasContainer.test_reconstruction_indexc                 C   sR   t d}|||fD ]}|| t| qW d    d S 1 s"w   Y  d S )N	test.json)r   ensure_cleanr   r   )rF   ru   r~   rS   r  rR   r$   r$   r%   	test_path  s   

"zTestPandasContainer.test_pathc                 C   sZ   t | }t|}t|| t | }t|dd}tj||dd |jd u s+J d S )NrT  r{  F)check_names)r   r   r   r   r   rV  r9   )rF   rO   rS   r  r#   r$   r$   r%   test_axis_dates  s   z#TestPandasContainer.test_axis_datesc                 C   s   |}t dd|d< t| }t|}t|| d|d< t|jdd}t|dd}| }|d j	d	|d< |d 
d
|d< t|| tt dd|jd}t| }t|dd}t|| d S )Nrj   r   r   r   r5   	date_unitFrl   r   r:   r   rT  r{  )r
   r  r   r   r   r   r   rY   r(   rp   r   r	   rA   rV  )rF   rO   rS   rR   r  r#   r    rK   r$   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   r   r  r  z+{"1577836800000":1577836800000,"null":null}zA{"2020-01-01T00:00:00.000":"2020-01-01T00:00:00.000","null":null}}	,"a":"a"})r?   r	  appendr	   r   replace)rF   r  r  r  r[   rN   r#   r    r$   r$   r%   test_date_index_and_values?  s   
z.TestPandasContainer.test_date_index_and_values
infer_word)
trade_timer   datetimesold_atr  	timestamp
timestampsc                 C   sj   ddl m} dd|diddig}tdtdgdtjggd|gd}tt||d|g }t	|| d S )	Nr   dumpsidr   l    $Ar   z
2002-11-08r   )
pandas.io.jsonr  r   r
   r?   r	  r   r   r   r   )rF   r  r  r[   r    r#   r$   r$   r%   test_convert_dates_inferV  s   z,TestPandasContainer.test_convert_dates_inferzdate,date_unit))20130101 20:43:42.123N)20130101 20:43:42rX  )r  ms)z20130101 20:43:42.123456us)z20130101 20:43:42.123456789r   c                 C   s   |}t |d|d< tj|jd|jdf< tj|jd|jdf< |r-|jd|d}n|jdd}tt	|}|
 }t|| d S )Nr   r   r   r2   r  r  r  r  )r
   r  r?   r	  ro   r   r  r   r   r   rY   r   r   )rF   r   r  rS   rR   r  r#   r    r$   r$   r%   test_date_format_framen  s   z*TestPandasContainer.test_date_format_framec                 C   sJ   |}d}t jt|d |jddd W d    d S 1 sw   Y  d S )N*Invalid value 'foo' for option 'date_unit'r   r  r5   r  )rc   rd   r   r   )rF   rS   rR   r"   r$   r$   r%   test_date_format_frame_raises  s
   "z1TestPandasContainer.test_date_format_frame_raisesc                 C   sx   t t|d|jd}tj|jd< tj|jd< |r"|jd|d}n|jdd}tt	|dd	}|
 }t|| d S )
Nr   r   r   r2   r  r  r  rT  r{  )r	   r
   r  rA   r?   r	  ro   r   r   r   rY   r   rV  )rF   r   r  rO   rK   r  r#   r    r$   r$   r%   test_date_format_series  s   z+TestPandasContainer.test_date_format_seriesc                 C   sX   t td|jd}d}tjt|d |jddd W d    d S 1 s%w   Y  d S )Nr  r   r  r   r  r5   r  )r	   r
   rA   rc   rd   r   r   )rF   rO   rK   r"   r$   r$   r%   test_date_format_series_raises  s
   "z2TestPandasContainer.test_date_format_series_raisesunit)rX  r  r  r   c                 C   s   |}t dd|d< |jd}t d|jd|f< t d|jd|f< tj|jd|f< |jd	|d
}tt	||d}t
|| tt	|d d}t
|| d S )Nr  r   r   z19710101 20:43:42r   z21460101 20:43:42r   r   r  r  r  )r
   r  r   r  ro   r?   r	  r   r   r   r   r   )rF   r  rS   rR   dlr  r#   r$   r$   r%   test_date_unit  s   z"TestPandasContainer.test_date_unit)rX  r  r  c                 C   s   t td|gd| dd}tttd|gd| d|dttd|gt|dd}t }|j|d|d	 |d
 t	j
t|ddgd|ddd d S )Nz2023-01-01T11:22:33.123456zdatetime64[]r;   z2022-01-01T11:22:33.123456r<   rA   )r   date_objr  r  r   r   r  r  F)r   check_dtype)r   rD   
datetime64r   r	   r   r   r   seekr   r   r   )rF   r  rA   rR   bufr$   r$   r%   test_iso_non_nano_datetimes  s4   



z/TestPandasContainer.test_iso_non_nano_datetimesc                 C   s   d}t t| d S )Nad  {
        "status": "success",
        "data": {
        "posts": [
            {
            "id": 1,
            "title": "A blog post",
            "body": "Some useful content"
            },
            {
            "id": 2,
            "title": "Another blog post",
            "body": "More content"
            }
           ]
          }
        })r   r   )rF   rX  r$   r$   r%   test_weird_nested_json  s   z*TestPandasContainer.test_weird_nested_jsonc                 C   s   t tjddtdd}td|d< td|d< d	|d
< tj	ddd|_
t| }t|tjtjdd}t|| d S )Nr   )r2   r   ABr   rj   r   r2   intsTboolsr  )r  r  r;   )r   rD   randomdefault_rngstandard_normalrB   r
   r,   r?   r  rA   r   r   r   r:   bool_r   r   )rF   dfj2r  r#   r$   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  r[   z	teams.csvrV   z.The 'downcast' keyword in fillna is deprecatedr   F)downcast)r?   read_csvr   r   r   reindexrA   r   r   r   r   fillnarD   r   r   )rF   r  r  rR   rX  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   urlr<   )rF   fieldr<   
httpserverr[   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sBJ tt| dd|}t|| ttdtddg}|d	 jdksiJ t|tt| | d S )Nc                 S   s   t j| ddS )Nr  r  )r?   to_timedelta)r^   r$   r$   r%   <lambda>$  s    z4TestPandasContainer.test_timedelta.<locals>.<lambda>   r2   secondsztimedelta64[ns]rT  r{  r   r   r   )r	   r   r<   r   r   r   applyr   rV  r?   r   r   r   )rF   	converterrN   r#   framer$   r$   r%   test_timedelta#  s   $z"TestPandasContainer.test_timedeltac                 C   sz   t tddtddgddgtjdddd	}t|jd
d}t|}tj|jd
d|d< t	|j
|d< t|| d S )Nr  daysr2   r  r   r   rj   )startr  r   r   rT   r   r  r  r   rT   )r   r   r?   r  r   r   r   r  r   to_datetimerT   r   r   )rF   r  r[   r#   r$   r$   r%   test_timedelta27  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  rj   r   r;   r   r  r:   Fr   )r   r
   r   r   r?   	Timedeltar  _valuer   r   r   r   r   )rF   tdrK   r  r    r[   r#   r$   r$   r%   test_mixed_timedelta_datetimeE  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   r   r  zA{"P1DT0H0M0S":"P1DT0H0M0S","P2DT0H0M0S":"P2DT0H0M0S","null":null}z7{"86400000":86400000,"172800000":172800000,"null":null}r  r  r  )r?   r	  r  r	   r  r   )rF   r  r  r  r[   rN   r    r#   r$   r$   r%   test_timedelta_to_jsonQ  s   
z*TestPandasContainer.test_timedelta_to_jsonc                 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      rJ  Fr   )r   r   r   r   r   r   r   r   )rF   r   r  r    r#   r$   r$   r%   test_default_handlerh  s
   z(TestPandasContainer.test_default_handlerc                 C   sb   ddl m} dd }dtddtdd	gtd
d dgdddgdg}d}|||dd|ks/J d S )Nr   r  c                 S   s(   t | trdd| jfd| jfgS t| S )N)mathjsComplexreim)
isinstancecomplexrealimagr   objr$   r$   r%   defaultr  s   
zBTestPandasContainer.test_default_handler_indirect.<locals>.default	   r   STRr   r   zN/Ar}  r   r   r   zR[9,[[1,null],["STR",null],[[["mathjs","Complex"],["re",4.0],["im",-5.0]],"N\/A"]]]r(   rK  r.   )r  r  r   r  r   )rF   r  r  df_listr    r$   r$   r%   test_default_handler_indirecto  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@r   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   )rF   rR   r    r$   r$   r%   ,test_default_handler_numpy_unsupported_dtype  s   $z@TestPandasContainer.test_default_handler_numpy_unsupported_dtypec                    s   d  fdd}t jt d tdddt gij|d W d    n1 s(w   Y  t jt d tdddtd	d
gij|d W d    d S 1 sPw   Y  d S )Nraisinc                    s   t  rP   )	TypeErrorr  r"   r$   r%   my_handler_raises  s   zJTestPandasContainer.test_default_handler_raises.<locals>.my_handler_raisesr   r   r   r   rJ  r   r  )rc   rd   r  r   r   r   r  )rF   r   r$   r  r%   test_default_handler_raises  s   "z/TestPandasContainer.test_default_handler_raisesc                 C   sn   t dg di}|d |d< | }|d d|d< || ks#J |d }|d }| | ks5J d S )Nr   )r   r   rT   r   r   r   r   r   category)r   r   r   )rF   rR   r    rX  scr$   r$   r%   test_categorical  s   z$TestPandasContainer.test_categoricalc                 C   s   t jdddd}|dd }t|t jdddd}| }||d< | }|| ks0J t|}t|}| | ksBJ d S )	Nrj   ri   
US/Easternr  r  utcr  rI  r   )r?   r  
tz_converttz_localizer   rY   r   r	   )rF   tz_rangetz_naiverR   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   r      Sparser   )
r   rD   r  r  r  r   r   r   r   r	   )rF   rR   sdfr    rX  ssr$   r$   r%   test_sparse  s   

zTestPandasContainer.test_sparserK   z2013-01-10 05:00:00Zz2013-01-10 00:00:00r  z2013-01-10 00:00:00-0500c                 C   sD   ddl m} d}||dd|ksJ | }||dd|ks J d S )Nr   r  z"2013-01-10T05:00:00.000Z"T	iso_dates)r  r  to_pydatetime)rF   rK   r  expdtr$   r$   r%   test_tz_is_utc  s
   	z"TestPandasContainer.test_tz_is_utcc                 C   sL   ddl m} td}d}||dd|ksJ | }||dd|ks$J d S )Nr   r  z2013-01-10 05:00:00z"2013-01-10T05:00:00.000"Tr  )r  r  r
   r  )rF   r  rK   r  r  r$   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l m} d}d}||dd|ksJ t|}||dd|ks"J ||tdd|ks/J td|i}||dd}||ksAJ ||dtiddsNJ d S )Nr   r  z7["2013-01-01T05:00:00.000Z","2013-01-02T05:00:00.000Z"]zF{"DT":{"0":"2013-01-01T05:00:00.000Z","1":"2013-01-02T05:00:00.000Z"}}Tr  DT)r  r  r   r   r   r   )rF   r
  r  r  dfexpr  rR   r#   r$   r$   r%   test_tz_range_is_utc  s   	z(TestPandasContainer.test_tz_range_is_utcc                 C   s   ddl m} tjddd}d}d}||dd	|ksJ ||tdd	|ks(J td
|i}||dd	}||ks:J ||d
tidd	sGJ d S )Nr   r  z2013-01-01 05:00:00r   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?   r  r   r   r   )rF   r  r  r  r  rR   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   rR  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   r9   r   r   r   )rF   s3_public_bucket_with_datas3sor#   r    r$   r$   r%   test_read_s3_jsonl  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   )rF   r  infiler#   r    r$   r$   r%   test_read_local_jsonl*  s   "z)TestPandasContainer.test_read_local_jsonlc                 C   s   d}t |}t|dd}tddgddggddgd	}t|| 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”r3   r5   r   r   r   )r   r   r   r   r   rF   r  r#   r    r$   r$   r%   test_read_jsonl_unicode_chars3  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   r<   rA   r   {"0":{"articleId":r   )r	   r   r   r   r   )rF   r/  rT  r  r    rR   r$   r$   r%   test_to_json_large_numbersD  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   rc   rd   r   r   )rF   r/  r  r"   r$   r$   r%   test_read_json_large_numbersQ  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"}rT  r{  gg_SDr0  r   z.{"0": {"articleId": "1404366058080022500245"}}r   rV   )r   r   r	   r   rV  r   r   r-  r$   r$   r%   test_read_json_large_numbers2]  s   z1TestPandasContainer.test_read_json_large_numbers2c                 C   s   t ddgddggddgd}|jddd}d	}||ksJ t d
dgddggddgd}|jddd}d}||ks:J tt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)r.   r   z{"a":1,"b":2}
{"a":1,"b":2}
zfoo}r3   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_jsonlk  s   z!TestPandasContainer.test_to_jsonlz%GH#13774 encoding kwarg not supportedval)   E, 17       a   b   c)r9  r;  r<  r=  )s   EE, 17r:  r;  r<  r=  )r9     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$   g | ]}t |tr|d n|qS )latin-1)r  r<  decode)r   r^   r$   r$   r%   r     s   $ z;TestPandasContainer.test_latin_encoding.<locals>.<listcomp>r;   r@  r  r'  F)check_categorical)r	   r   r  r   r   r   rV  )rF   r<   r8  rN   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)rA   deep)r   r   memory_usagesumr   )rF   rR   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   ri   r   rV   tablerW   r   r   r   r   r   r   )rF   rA   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  rM  rW   rN  )rF   r    rO  r#   r$   r$   r%   #test_from_json_to_json_table_dtypes  s   z7TestPandasContainer.test_from_json_to_json_table_dtypes)r]   r'   rA   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   r:   r;   )Nr   r   rg  )N rT   r   TFTboolr   r   Nr  )z
2020-01-01Nz
2020-01-03rm   )IntegerFloatObjectBoolCategoryDatetimerW   r.   r<   )r   	from_dictr	   r   r   r   r   r   )rF   r.   r    rO  r#   r$   r$   r%   %test_to_json_from_json_columns_dtypes  s0   z9TestPandasContainer.test_to_json_from_json_columns_dtypes)r   rT   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  rM  rW   z)cannot pass both dtype and orient='table'r   r\  r   r   rc   rd   r   r   )rF   r<   rR   rO  r"   r$   r$   r%   !test_read_json_table_dtype_raises  s   "z5TestPandasContainer.test_read_json_table_dtype_raises)rA   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_equalrA   r   )rF   r.   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   ri   r   r   r   rK  rL  rV   rM  rW   z0cannot pass both convert_axes and orient='table'r   Tr   r_  )rF   rR   rO  r"   r$   r$   r%   (test_read_json_table_convert_axes_raises  s   ""z<TestPandasContainer.test_read_json_table_convert_axes_raiseszdata, expectedr   r2   r   )r   r[   r5   r   r   r   r8   )r9   r[   )r9   rA   c                 C   s(   |j ddd}t|}||ksJ d S )Nr]   Fr.   rA   )r   r  loadsrF   r[   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$J d S )NrM  Frd  r   r'   rW   )schemar[   )r   r  re  r?   r  build_table_schemar   to_dictrF   r[   r#   r    r$   r$   r%   test_index_false_to_json_table  s   
z2TestPandasContainer.test_index_false_to_json_tablec                 C   b   t ddgddggddgd}d}tjt|d	 |j|d
d W d    d S 1 s*w   Y  d S )Nr   r   r   r2   r   r   r   zU'index=False' is only valid when 'orient' is 'split', 'table', 'records', or 'values'r   Frd  rb   re   r$   r$   r%   test_index_false_error_to_json5     "z2TestPandasContainer.test_index_false_error_to_jsonr'   c                 C   rm  )Nr   r   r   r2   r   r   r   zS'index=True' is only valid when 'orient' is 'split', 'table', 'index', or 'columns'r   Trd  rb   re   r$   r$   r%   test_index_true_error_to_jsonC  ro  z1TestPandasContainer.test_index_true_error_to_jsonrM  c                 C   sD   t ddgddgd}|j||d}tt||d}t|| d S )Nr   r   ri   r   r}  rd  rW   rN  )rF   r.   rA   r    rO  r#   r$   r$   r%   "test_index_false_from_json_to_jsonQ  s   z6TestPandasContainer.test_index_false_from_json_to_jsonc                 C   s:   t tdddd}tdgtdgddd	}t|| d S )
Nz{"2019-01-01T11:00:00.000Z":88}rT  rA   r_  X   z2019-01-01 11:00:00r  r  r   )r   r   r	   r   r   rV  rR  r$   r$   r%   test_read_timezone_information[  s
   
z2TestPandasContainer.test_read_timezone_informationr  )zs3://example-fsspec/zgcs://another-fsspec/file.jsonzhttps://example-site.com/datazsome-protocol://data.txtc                 C   s2   t td| d}td|gi}t|| d S )Nz{"url":{"0":"rH  r  r   )rF   r  r#   r    r$   r$   r%   test_read_json_with_url_valuec  s   z1TestPandasContainer.test_read_json_with_url_valuecompression)rR  z.gzz.bz2z.tarc                 C   sR   d d| }t jtd| dd t| W d    d S 1 s"w   Y  d S )N  aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaz.jsonzFile z does not existr   )rc   rd   FileNotFoundErrorr   )rF   ru  long_json_pathr$   r$   r%   'test_read_json_with_very_long_file_pathr  s   
"z;TestPandasContainer.test_read_json_with_very_long_file_pathzdate_format,key)r  i \&)r  
P1DT0H0M0Sc                 C   s@   t dggtdgd}d| d}|j|d}||ksJ d S )Nr   1Dr   rQ  z
":{"0":1}}r  )r   r?   r  r   )rF   r  keyrR   r    r#   r$   r$   r%   test_timedelta_as_label  s   z+TestPandasContainer.test_timedelta_as_labelzorient,expected)rA   z{"('a', 'b')":{"('c', 'd')":1}})r   z{"('c', 'd')":{"('a', 'b')":1}}rR  z,Produces JSON but not in a consistent manner)marksc                 C   s2   t dggdgdgd}|j|d}||ksJ d S )Nr   r}  )rT   rU   rV   rW   r   rF   r.   r    rR   r#   r$   r$   r%   test_tuple_labels  s   z%TestPandasContainer.test_tuple_labelsindent)r   r   r   c                 C   s   t ddgddggddgd}|j|d}d	| }d
| d| | d| | d| d| d| | d| | d| d}||ksAJ d S )Nr5   r3   r4   r   r   r   r   r   z{
z"a":{
z"0":"foo",
z
"1":"baz"
z},
z"b":{
z"0":"bar",
z
"1":"qux"
z}
}r   )rF   r  rR   r#   spacesr    r$   r$   r%   test_to_json_indent  s:   z'TestPandasContainer.test_to_json_indent))r]   z{
    "columns":[
        "a",
        "b"
    ],
    "index":[
        0,
        1
    ],
    "data":[
        [
            "foo",
            "bar"
        ],
        [
            "baz",
            "qux"
        ]
    ]
})r'   zf[
    {
        "a":"foo",
        "b":"bar"
    },
    {
        "a":"baz",
        "b":"qux"
    }
])rA   zn{
    "0":{
        "a":"foo",
        "b":"bar"
    },
    "1":{
        "a":"baz",
        "b":"qux"
    }
})r   zn{
    "a":{
        "0":"foo",
        "1":"baz"
    },
    "b":{
        "0":"bar",
        "1":"qux"
    }
})r(   zV[
    [
        "foo",
        "bar"
    ],
    [
        "baz",
        "qux"
    ]
])rM  aa  {
    "schema":{
        "fields":[
            {
                "name":"index",
                "type":"integer"
            },
            {
                "name":"a",
                "type":"string"
            },
            {
                "name":"b",
                "type":"string"
            }
        ],
        "primaryKey":[
            "index"
        ],
        "pandas_version":"1.4.0"
    },
    "data":[
        {
            "index":0,
            "a":"foo",
            "b":"bar"
        },
        {
            "index":1,
            "a":"baz",
            "b":"qux"
        }
    ]
}c                 C   s:   t ddgddggddgd}|j|dd	}||ksJ d S )
Nr5   r3   r4   r   r   r   r   r   )r.   r  r   r  r$   r$   r%   test_json_indent_all_orients  s   wz0TestPandasContainer.test_json_indent_all_orientsc                 C   sB   t jtdd t jdd W d    d S 1 sw   Y  d S )Nzmust be a nonnegative integerr   r  )rc   rd   r   r   r   r@  r$   r$   r%    test_json_negative_indent_raises5  s   "z4TestPandasContainer.test_json_negative_indent_raisesc                 C   s<   t d}t|}tdd dtjdtj dg}t|| d S )Nz?["a", NaN, "NaN", Infinity, "Infinity", -Infinity, "-Infinity"]r   NaNInfinityz	-Infinity)r   r   r   rD   r   r   r   rk  r$   r$   r%   test_emca_262_nan_inf_support9  s   z1TestPandasContainer.test_emca_262_nan_inf_supportc                 C   sB   t ddiddig}tdddgi}tt|}t|| d S )Ncol31900441201190696999Text)r  r  r   r   r   r   r   )rF   encoded_jsonr    r#   r$   r$   r%   test_frame_int_overflowD  s   z+TestPandasContainer.test_frame_int_overflowzdataframe,expectedr  r^   r_   zU{"(0, 'x')":1,"(0, 'y')":"a","(1, 'x')":2,"(1, 'y')":"b","(2, 'x')":3,"(2, 'y')":"c"}c                 C   s(   |j dd}|jdd}||ksJ d S )NTfuture_stackrA   rW   )stackr   )rF   	dataframer    rT  r#   r$   r$   r%   test_json_multiindexK  s   z(TestPandasContainer.test_json_multiindexc                 C   s   |j d}}tg dg dd}|jd| d| |d d}	 |d
d |j D v r/d S td |d8 }|dks@J dq!)Nr  r   )r   r   r   r  zs3:///)r"  r2   Tc                 s   s    | ]}|j V  qd S rP   )r|  )r   r  r$   r$   r%   	<genexpr>b  s    z1TestPandasContainer.test_to_s3.<locals>.<genexpr>r   r   z,Timed out waiting for file to appear on moto)r9   r   r   objectsalltimesleep)rF   s3_public_bucketr$  mock_bucket_nametarget_filerR   timeoutr$   r$   r%   
test_to_s3Z  s   
zTestPandasContainer.test_to_s3c                 C   sD   t |trtjjdd}|j| t|gg }|dks J d S )Nznot implementedr   z{"0":{"0":null}})	r  r   rc   r   r   r   r   r   r   )rF   nulls_fixturer   r   r#   r$   r$   r%   test_json_pandas_nullsh  s
   
z*TestPandasContainer.test_json_pandas_nullsc                 C   s,   t tddd}tg d}t|| d S )Nz[true, true, false]rT  r{  )TTF)r   r   r	   r   rV  rR  r$   r$   r%   test_readjson_bool_seriesq  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
2017-01-23r5   r3   rV   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$   r$   r%   test_to_json_multiindex_escapew  s   

z2TestPandasContainer.test_to_json_multiindex_escapec                 C   sJ   G dd d}t |dddddg}t| ddddd	iks#J d S )
Nc                   @   s   e Zd ZdddZdd ZdS )zGTestPandasContainer.test_to_json_series_of_objects.<locals>._TestObjectr:  Nc                 S   s   || _ || _|| _|| _d S rP   r   r   _crU   )rF   r   r   r  rU   r$   r$   r%   r?    s   
zPTestPandasContainer.test_to_json_series_of_objects.<locals>._TestObject.__init__c                 S   s   dS )Nr2   r$   r@  r$   r$   r%   r     s   zITestPandasContainer.test_to_json_series_of_objects.<locals>._TestObject.erB  )rC  rD  rE  r?  r   r$   r$   r$   r%   _TestObject  s    
r  r   r   ri   r   r  0)r   r   rU   )r	   r  re  r   )rF   r  rT  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              $z{"0":{"0":{"imag":3.0,"real":-2.0},"1":{"imag":-3.0,"real":4.0}},"1":{"0":{"imag":0.0,"real":-1.0},"1":{"imag":-10.0,"real":0.0}}}yQѿ(\?yHzG(\ؿy=
ףp=?(\տy(\迚z{"0":{"0":{"imag":0.34,"real":-0.28},"1":{"imag":-0.34,"real":0.41}},"1":{"0":{"imag":-0.39,"real":-1.08},"1":{"imag":-1.35,"real":-0.78}}}c                 C   s   |  }||ks
J d S rP   rt   rf  r$   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_
 )r[   r]   rW   r   )rF   r    rR   r#   r$   r$   r%   test_json_uint64  s
   z$TestPandasContainer.test_json_uint64)r]   r'   r(   rA   r   c           	   
      s  t dttdtjdgddtg dddtdtjdgd	dtg d
d	dg dg dg dg dd}|dkrTttjg dtjd}ttjddt	gtjd}nt
g d}t
g d}|j|d}td| tt|||d}W d    n1 sw   Y  ttdtjdgddtg dddtdtjdgd	dtg d
d	dtddt	gddtg ddd||d|dkrddlm  t fddjD |dkrttdd_t| d S )Npyarrowr   ri   Int64r;   r   rg   rh   Float64)rg   r   rh   )TFNrS  r  rU  )r   r   rT   rU   r   rl  ghpythonr   r   rW   mode.string_storage)dtype_backendr.   TFbooleanr   ArrowExtensionArrayc                    s$   i | ]}| j | d dqS )Tfrom_pandas)array)r   r  r  r    par$   r%   
<dictcomp>  s    zDTestPandasContainer.test_read_json_dtype_backend.<locals>.<dictcomp>r(   r  )rc   importorskipr   r	   rD   r   r   r  object_r   r   r   r?   option_contextr   r   pandas.arraysr  r   rB   r,   r   r   )	rF   string_storager  r.   rR   string_arraystring_array_naoutr#   r$   r  r%   test_read_json_dtype_backend  sX   

z0TestPandasContainer.test_read_json_dtype_backend)r]   r'   rA   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   ri   r  r;   rW   r  rT  )r  r.   rU  r   r  Tr  )rc   r  r	   rD   r   r   r?   r  r   r   r  r  r  r   rV  )
rF   r  r  r.   r  rN   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  )rc   rd   r   r   )rF   r"   r$   r$   r%   test_invalid_dtype_backend  s
   "z.TestPandasContainer.test_invalid_dtype_backend)rC  rD  rE  rc   fixturerJ   rO   rS   r\   r   parametrizer`   rf   r
   rq   rr   rv   r   r}   rD   r:   r   rg  intr   r   r   r   r   r   AssertionErrorr   r  r   r   r   r   r   skipifr   r   r   r   r   r   r   r  r9  rP  rS  rZ  r\  rb  re  ri  rj  rm  rn  rs  ru  r	   rw  rz  r|  r~  r  r  r  r  r   r  r  r  r  r  r  r  r  r  r  r  network
single_cpur?   DatetimeTZDtyper  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  r7  r  r   r   rD  rJ  rP  rQ  r^  r`  rb  rc  r   rename_axisrg  rl  rn  rp  rq  rs  rt  ry  r}  paramr  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r$   r$   r$   r%   r0   U   s   




	




	
"

`&


	




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

:r0   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   r5   )enginer	   r,   r   rc   rd   r   r   rN   r  r$   r$   r%   test_invalid_engine%  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$   r%   test_pyarrow_engine_lines_false-  s
   "r  c                 C   s   t d tddgddggddgdd	gd
}| }tdd tt|}W d    n1 s1w   Y  tddgddggdtjddgddtjdd	gddd}t	
|| d S )Nr  r   r   rT   rU   zrow 1zrow 2zcol 1zcol 2rV   zfuture.infer_stringTzstring[pyarrow_numpy]r;   r2  )rc   r  r   r   r?   r  r   r   r   r   r   )r.   rR   r  r#   r    r$   r$   r%   $test_json_roundtrip_string_inference5  s   
r  )'r  r   decimalr   r  r   r  r
  r  r  r  rD   rc   pandas.compatr   pandas.util._test_decoratorsutil_test_decoratorsr  pandasr?   r   r   r   r	   r
   r   pandas._testing_testingr   pandas.core.arraysr   r   r&   r/   r0   r  r  r  r$   r$   r$   r%   <module>   sJ     -               _