o
    Ti                      @   sl   d Z ddlZddlZddlZddlmZ ddl	m
Z
mZ ddlmZmZ edZejjG dd dZdS )z test feather-format compat     N)ArrowStringArrayStringArray)read_feather
to_featherpyarrowc                   @   s   e Zd Zdd Zdd Zdi fddZdd	 Zd
d Zdd Zdd Z	dd Z
dd Zdd Zdd Zdd Zdd Zejjejjdd Zdd Zd d! Zd"d# Zd$d% ZdS )&TestFeatherc              	   C   sv   t j||d* t }t|| W d    n1 sw   Y  W d    d S W d    d S 1 s4w   Y  d S )Nmatch)pytestraisestmensure_cleanr   )selfdfexcerr_msgpath r   \/var/www/html/evchargy.com/venv/lib/python3.10/site-packages/pandas/tests/io/test_feather.pycheck_error_on_write   s   
"z TestFeather.check_error_on_writec              	   C   sr   t t* t  }t|| W d    n1 sw   Y  W d    d S W d    d S 1 s2w   Y  d S N)r   Zexternal_error_raised	Exceptionr   r   )r   r   r   r   r   r   check_external_error_on_write   s   
"z)TestFeather.check_external_error_on_writeNc                 K   sl   |d u r|  }t  }t||fi | t|fi |}t|| W d    d S 1 s/w   Y  d S r   )copyr   r   r   r   assert_frame_equal)r   r   expectedwrite_kwargsZread_kwargsr   resultr   r   r   check_round_trip#   s   
"zTestFeather.check_round_tripc                 C   sD   d}t g dddt dtg dfD ]	}| |t| qd S )Nz'feather only support IO with DataFrames         r    Zfoo20130101)pdSeries	Timestampnparrayr   
ValueError)r   msgobjr   r   r   
test_error.   s   zTestFeather.test_errorc                 C   s:  t tdttddtdddtjddd	d
dtjdgg ddtjdgt tdt j	tt j
dddd dt j	tt j
ddddd dt dt jt dgt j	tt j
ddddd dd}t jdddd|d< t jddd|d< t ddd|d< |jjjjdksJ | }d |jd < | j||d! d S )"Nabcr       r"      u1g      @g      @Zfloat64dtypeg      ?TFTTFr#   )periods)freqz
US/Eastern)r4   tzZ20130103ns)r4   r5   )stringintZuintfloatZfloat_with_nullboolbool_with_nullcatdtdttzZdt_with_nullZdtnsZ2013M)r5   r4   r4   z1 dayZ
timedeltasr   Z	intervals)r    r<   )r   )r$   	DataFramelistranger'   arangeZastypenanZCategoricalZDatetimeIndexZ
date_ranger&   ZNaTZperiod_rangeZtimedelta_rangeZinterval_ranger?   r2   r6   zoner   locr   r   r   r   r   r   r   
test_basic9   s@   


zTestFeather.test_basicc                 C   s2   t jtdddtdd }| | d S )N   r.   r"   Zaaacolumns)r$   rA   r'   rD   ZreshaperB   r   r   r   r   r   r   r   test_duplicate_columns_   s   $z"TestFeather.test_duplicate_columnsc              	   C   sP   t tdttddtdttddd}ddg}| j||| |d	 d S )
Nr-   r    r.   Zxyz   )col1Zcol2col3Zcol4rP   rQ   )r   rL   )r$   rA   rB   rC   r   )r   r   rL   r   r   r   test_read_columnse   s   zTestFeather.test_read_columnsc                 C   sB   t ddgddgddgd}|dd	g }| j||dd	gd
 d S )Nr    r!   xyTF)ABCrV   rU   rK   )r$   rA   r   rH   r   r   r   !test_read_columns_different_orderr   s   z-TestFeather.test_read_columns_different_orderc                 C   s    t dg di}| | d S )Na)rY   r           @)r$   rA   r   rM   r   r   r   test_unsupported_otherx   s   z"TestFeather.test_unsupported_otherc                 C   s4   t dtdi}| j|dd | j|dd d S )NrU   i T)Zuse_threadsF)r$   rA   r'   rD   r   rM   r   r   r   test_rw_use_threads}   s   zTestFeather.test_rw_use_threadsc                 C   *   t   }t |jt}t || d S r   )r   makeDataFramereset_indexZround_trip_pathlibr   r   r   r   r   r   r   r   r   test_path_pathlib      zTestFeather.test_path_pathlibc                 C   r]   r   )r   r^   r_   Zround_trip_localpathr   r   r   r`   r   r   r   test_path_localpath   rb   zTestFeather.test_path_localpathc                 C   s"   t   }| j|ddid d S )Nversionr    )r   )r   r^   r_   r   rM   r   r   r   test_passthrough_keywords   s   z%TestFeather.test_passthrough_keywordsc                 C   s\   t |}t|d}|j| d t |j}W d    n1 s!w   Y  t|| d S )Nrb)content)r   openZserve_contentreadurlr   r   )r   Zfeather_fileZ
httpserverr   fresr   r   r   test_http_path   s   zTestFeather.test_http_pathc                    s   t dttjdtjdgddtjg dddtjdtjdgd	dtjg d
d	dg dg dg dg dd}|dkrZttjg dtj	d}ttjddtj
gtj	d}ntg d}tg d}t )}t|| td| t||d}W d    n1 sw   Y  W d    n1 sw   Y  ttjdtjdgddtjg dddtjdtjdgd	dtjg d
d	dtjddtj
gddtjg ddd||d|dkrddlm  t fddjD t| d S )Nr   r    r"   ZInt64r1   r         ?      @ZFloat64)rn   rZ   ro   )TFNr3   )rY   bc)rY   rp   N)rY   rp   rq   derk   ghpythonrY   rp   zmode.string_storagedtype_backendTFbooleanr   )ArrowExtensionArrayc                    s$   i | ]}| j | d dqS )T)Zfrom_pandas)r(   ).0colrz   r   par   r   
<dictcomp>   s    z?TestFeather.test_read_feather_dtype_backend.<locals>.<dictcomp>)r
   importorskipr$   rA   r%   r'   rE   r   r(   Zobject_ZNAr   r   r   r   option_contextr   Zpandas.arraysrz   rL   r   )r   Zstring_storagerx   r   Zstring_arrayZstring_array_nar   r   r   r}   r   test_read_feather_dtype_backend   sV   


z+TestFeather.test_read_feather_dtype_backendc                 C   s2   t jdg dit jg dddd}| | d S )NrY   r   )r"   r.      test)name)index)r$   rA   Indexr   rM   r   r   r   test_int_columns_and_index   s   $z&TestFeather.test_int_columns_and_indexc              	   C   s   d}t dttddi}td3}|| tjt	|d t
|dd W d    n1 s1w   Y  W d    d S W d    d S 1 sIw   Y  d S )	NzPdtype_backend numpy is invalid, only 'numpy_nullable' and 'pyarrow' are allowed.r9   r    r.   ztmp.featherr   numpyrw   )r$   rA   rB   rC   r   r   r   r
   r   r)   r   )r   r*   r   r   r   r   r   test_invalid_dtype_backend   s   
"z&TestFeather.test_invalid_dtype_backendc                 C   s   |d }t jdddgid}|| t dd t|}W d    n1 s(w   Y  t jdddgidd	}t|| d S )
Nztest_string_inference.prY   rS   rT   )datazfuture.infer_stringTzstring[pyarrow_numpy])r   r2   )r$   rA   r   r   r   r   r   )r   Ztmp_pathr   r   r   r   r   r   r   test_string_inference   s   

z!TestFeather.test_string_inference)__name__
__module____qualname__r   r   r   r,   rI   rN   rR   rX   r[   r\   ra   rc   re   r
   marknetwork
single_cpurm   r   r   r   r   r   r   r   r   r      s*    &6r   )__doc__r   r'   r
   Zpandasr$   Zpandas._testingZ_testingr   Zpandas.core.arraysr   r   Zpandas.io.feather_formatr   r   r   r   r   r   r   r   r   r   r   <module>   s    
