o
    gà                     @   s.  d dl Z d dlZd dlmZ d dlmZ d dlmZ d dl	m
Z
mZ d dlmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZ ejjjZejjj Z ejjj!Z!ejjj"Z#ejjj$Z%G dd dZ&G dd	 d	Z'G d
d dZ(G dd dZ)G dd dZ*G dd dZ+G dd dZ,G dd dZ-dS )    N)MaskedRecords)assert_equal)assert_assert_raises)drop_fieldsrename_fieldsget_fieldstructurerecursive_fill_fieldsfind_duplicatesmerge_arraysappend_fieldsstack_arraysjoin_byrepack_fieldsunstructured_to_structuredstructured_to_unstructuredapply_along_fieldsrequire_fieldsassign_fields_by_namec                   @   sl   e Zd Zdd Zdd Zdd Zdd Zd	d
 Zdd Zdd Z	dd Z
dd Zdd Zdd Zdd ZdS )TestRecFunctionsc                 C   r   t ddg}t g d}t jddgddtfgd}t jd	d
gdtfddtfdtfgfgd}||||f| _d S N      
         A      ?B       @r   z|S3r"   dtyper   r         @            @abbabbnparrayfloatintdataselfxyzw r?   _/home/ubuntu/cloudmapper/venv/lib/python3.10/site-packages/numpy/lib/tests/test_recfunctions.pysetup   s   


zTestRecFunctions.setupc                 C   sH  | j \}}}}t||fdd}t|tdtfdtfg t||fdd}t|tdtfdtfg t||fdd}t|tdtfddtfg t||fdd}t|tdtfdddtfgfg t||fdd}t|tdtfdtfdtfd	tfg t||fdd}t|tdtfddtfd
dtfd	tfgfgfg d S )NTflatten Fr$   r"   r/   r1   r2   r0   )r8   	zip_descrr   r4   r&   r7   r6   )r:   r>   r;   r<   r=   testr?   r?   r@   test_zip_descr    sD   


zTestRecFunctions.test_zip_descrc                 C   s&  t jddgdtfddtfdtfgfgd}t|d}t jdd	gddtfdtfgfgd}t|| t|d}t jd
dgdtfgd}t|| t|dg}t jddgdtfddtfgfgd}t|| t|ddg}t jd
dgdtfgd}t|| t|ddg}t jddgg d}t|| d S )Nr'   r*   r/   r0   r1   r2   r%   )r(   )r,   r   r+   )r   )r)   )r+   )r.   r?   )r4   r5   r7   r6   r   r   r:   r/   rF   controlr?   r?   r@   test_drop_fieldsA   s,   








z!TestRecFunctions.test_drop_fieldsc                 C   s   t jddddgffddddgffgd	tfd
dtfdtdffgfgd}t|ddd}dtfd
dtfdtdffgfg}||}t|j| t|| d S )Nr   r   r)         >@r+   r-   r.   g      N@r/   r0   r1   r2   r%   r   BB)r/   r2   )r4   r5   r7   r6   r   viewr   r&   )r:   r/   rF   newdtyperK   r?   r?   r@   test_rename_fieldsa   s   " 
z#TestRecFunctions.test_rename_fieldsc                 C      t ddtfg}t|}t|d t dtfddtfdtfgfg}t|}t|d t dtfdg fg}t|}t|d	 t g }t|}t|d
 d S )Nr$   r"   r   r"   r/   r0   r1   r2   )r/   )r0   )r1   r2   )r/   )r0   r?   r?   )r4   r&   r6   	get_namesr   r7   r:   ndtyperF   r?   r?   r@   test_get_namesl      
"


zTestRecFunctions.test_get_namesc                 C   rR   )Nr$   r"   rS   r/   r0   r1   r2   )r/   r0   r1   r2   r/   r0   r?   )r4   r&   r6   get_names_flatr   r7   rU   r?   r?   r@   test_get_names_flat~   rX   z$TestRecFunctions.test_get_names_flatc              	   C   s   t ddtfg}t|}t|g g d t dtfddtfdgfg}t|}t|g g dgdgd t dtfddtfdd	tfd
tfgfgfg}t|}g g dgdgddgddgd}t|| t g }t|}t|i  d S )Nr$   r"   rS   r   BArN   z|S1)r   r"   r\   rN   rN   BBABBB)r   r"   r\   rN   r^   r_   )r4   r&   r6   r   r   r7   )r:   rV   rF   rK   r?   r?   r@   test_get_fieldstructure   s&   


z(TestRecFunctions.test_get_fieldstructurec                 C   sf  t jg dg ddtfddtfdgfgd}t|dd	d
}ddg}tt|d | t|d ||d   t|dd	d}g d}tt|d | t|d ||d   t|dd	d}g d}tt|d | t|d ||d   t|dd	d}g d}tt|d | t|d ||d   t|dd	d}g d}tt|d | t|d ||d   d S )N)r   r#   r"   )r   rb   ra   )r   )r    r"   ra   )r   )r#   C)r   r   r   rd   rd   rd   )r   re   )r   r   r   r   r"   r\   r]   maskr&   FT
ignoremaskreturn_indexr   r   )keyrk   )r   r   r      r-   )r   r   r   r+   rN   )r   r   r   rn   r+   )mar5   r7   r6   r
   r   sortedrJ   r?   r?   r@   test_find_duplicates   s0   
z%TestRecFunctions.test_find_duplicatesc                 C   s   dt fg}tjg dg dd|}t|ddd}g d}tt|d | t|d	 ||d   t|d
dd}g d}tt|d | t|d	 ||d   d S )Nr/   )r   r   r   r   r   rn   rn   )r   r   r   r   r   r   r   rh   Tri   )r   r   rn   r+   rl   r   F)r   r   r   rn   r+      )r7   ro   r5   rO   r
   r   rp   )r:   rV   r/   rF   rK   r?   r?   r@   test_find_duplicates_ignoremask   s   

z0TestRecFunctions.test_find_duplicates_ignoremaskc                 C   s~   t jddd}t jd|d}tt|t d tt|jd ttt|dd| t t j|f}tt|jt ju  d S )Nzu1,f4,i8Talignr   r%      )	r4   r&   zerosr   r   itemsizerecordr   type)r:   dtr/   r?   r?   r@   test_repack_fields   s   z#TestRecFunctions.test_repack_fieldsc                 C   s  t jdg dd}t|}t|t jddd t jg dg dd}t jt|dd	g d
d}t|t g d t jt|dg d
d}t|t g d t dd}t||j	}t jddddgfddddgfddddgfddddgfgdd d!d"gfd#gd}t|| t jg dg dd}tt
t j|t g d$ tt
t j|dd	g t g d t jg dg d%d}t|}t||j	}t|j|u  t|j|u  t jd&d'd(gddgd)d*ggfd+d,dgd-d.gd/d0ggfgg d1d}t|}t||j	}t|j|u  t|j|u  t 	dtfd2tfg}	t 	d3|	fd |	fd4|	fg}
t d|
}t|td}t|t jd5td d6d7 }d8d9 }dAd:d;}|||t jt jd(}t||d<t j|f |||t jd'd'}t||d=t j|f |t j}t||d>t j|f |t j||t jd'd'}t||d?t j|f | }tttt d(| tttt d(|t jd tttt jd@t jd d S )BNr+   )r/   i4)r0   zf4,u2)cf4r   r%   )r+   r-   f8))r   r   r-   )r+   r-      )r         )r   r      )r;   r   )r<   r   )r=   r   r;   r=   rl   )axis)r)   g      @      "@      &@)r          @      @      $@r   r   )r    r   r)   r   r-   )r.   r          @r   r   )r   r   g      *@g      ,@   )g      0@   g      2@g      3@r~   r0   )f0r   )f1u2)r   r   r   )gUUUUUU@gUUUUUU@gUUUUUU!@r   )r   )r<   r   )r=   r   r   r   rn   rs   r   r   	   r   r   rw      ))x0r   )x1)r   r   )x2)r   r   r   r<   r/   r   )r   rs   c                 S   s   t | |fS N)r4   r&   )r|   shaper?   r?   r@   subarray   s   zBTestRecFunctions.test_structured_to_unstructured.<locals>.subarrayc                  W   s   t dd t| D S )Nc                 S   s   g | ]\}}d  ||fqS )zx{})format).0ir|   r?   r?   r@   
<listcomp>$  s    zXTestRecFunctions.test_structured_to_unstructured.<locals>.structured.<locals>.<listcomp>)r4   r&   	enumerate)dtsr?   r?   r@   
structured#  s   zDTestRecFunctions.test_structured_to_unstructured.<locals>.structuredc                 S   s2   t d| }t||d}t|| }|j|j|jfS )Nr?   r%   )r4   rx   r   r   r   r&   )r|   r&   arrretbackarrr?   r?   r@   inspect&  s   
zATestRecFunctions.test_structured_to_unstructured.<locals>.inspect)rs   rI   rH   )r-   )rn   r   r   )r4   rx   r   r   r5   meanarangereshaper   r&   r   r   baser7   int32r   
ValueErrorNotImplementedError)r:   r/   outr0   r   wantddddddpointtriangler   resr   r   r   r|   r?   r?   r@   test_structured_to_unstructured   s   






z0TestRecFunctions.test_structured_to_unstructuredc                 C   s\  t jdg dd}ddg}tt||t d| t jddg|d}t||dd	 t|t jd
dg|jd t|| t|t jddg|jd t jddddgfgd}ddgfg}tt||t d| t jddg|d}t||dd	 t|t jddg|jd t|| t|t jddg|jd t dt d}}t|| t|d d d S )Nr   )r~   r0   r   r   u1r%   r0   r   r   r   r   )rn   r+   F)zero_unassigned)r   r   r   )r   rn   r+   )r   r   r   )r   rn   r+   r/   r   )r   )rn   )r   )r   rn   ))r   r   ))r   rn   rn   r   r?   )r4   onesr   r   r5   r   r&   )r:   r/   newdtr0   r?   r?   r@   test_field_assignment_by_nameA  s&   


z.TestRecFunctions.test_field_assignment_by_nameN)__name__
__module____qualname__rA   rG   rL   rQ   rW   r[   r`   rq   rt   r}   r   r   r?   r?   r?   r@   r      s    	! !Zr   c                   @   s   e Zd Zdd Zdd ZdS )TestRecursiveFillFieldsc                 C   sd   t jddgdtfdtfgd}t jd|jd}t||}t jg ddtfdtfgd}t|| d S )Nr   r   r         4@r   r"   r%   r   r   r   )r           )r4   r5   r7   r6   rx   r&   r	   r   r:   r/   r0   rF   rK   r?   r?   r@   test_simple_flexible_  s   

z,TestRecursiveFillFields.test_simple_flexiblec                 C   sp   t jddgddgdtfdtfgd}t jd|jd	}t||}t jg d
g ddtfdtfgd}t|| d S )Nr   r   r   r   rf   r   r"   rg   r   r%   r   )r   rf   re   )ro   r5   r7   r6   rx   r&   r	   r   r   r?   r?   r@   test_masked_flexibleh  s   

z,TestRecursiveFillFields.test_masked_flexibleN)r   r   r   r   r   r?   r?   r?   r@   r   ]  s    	r   c                   @   s\   e Z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dS )TestMergeArraysc                 C   sx   t ddg}t g d}t jddgddtfgd}t jd	d
gdtfddtfdtfdg fgfgd}||||f| _d S )Nr   r   r   r   r!   r$   r"   r%   r   )r   r)   r?   r+   )r-   r.   r?   r/   r0   r1   r2   bcr3   r9   r?   r?   r@   rA   w  s    zTestMergeArrays.setupc                 C   s|   | j \}}}}t|}tjddgdtfgd}t|| t|f}t|| t|dd}t|| t|dd}t|| d S )NrH   r   r   r%   FrB   T)r8   r   r4   r5   r7   r   r:   _r;   r=   rF   rK   r?   r?   r@   	test_solo  s   



zTestMergeArrays.test_soloc                 C   s^   | j d }t|dd}t|| t|dd}tjddgdtfdtfd	tfgd
}t|| d S )Nr   FrB   T)r   r   r)   )r+   r-   r.   r/   r1   r2   r%   )r8   r   r   r4   r5   r7   r6   r:   r>   rF   rK   r?   r?   r@   test_solo_w_flatten  s   


z#TestMergeArrays.test_solo_w_flattenc                 C   s   | j \}}}}t||fdd}tjg ddtfdtfgd}t|| t||fdd}tjg dg ddtfdtfgd	}t|| t|j|j d S )
NFusemask)r   r   )r   r   )rl   r   r   r   r%   Tre   re   rf   rg   )r8   r   r4   r5   r7   r   ro   rh   r:   r   r;   r<   rF   rK   r?   r?   r@   test_standard  s   



zTestMergeArrays.test_standardc                 C   s   | j \}}}}t||fdd}tjddgdtfddtfgd}t|| t||fd	d}tjd
dgdtfdddtfgfgd}t|| d S )NTrB   )r   r   r    )r   r"   r#   r   r$   r"   r%   F)r   r   )r   r!   r   r8   r   r4   r5   r7   r6   r   r   r?   r?   r@   test_flatten  s   


zTestMergeArrays.test_flattenc                 C   s   | j \}}}}t||fdd}tjddgdtfdtfdtfdtfgd	}t|| t||fd
d}dtfddtfddtfdtfdg fgfgfg}tjddg|d	}t|| d S )NTrB   )r   r   r   r)   )r   r+   r-   r.   r   r/   r1   r2   r%   Fr   r0   r   )r    r   )r   r   r   )r:   r>   r;   r   rF   rK   controldtyper?   r?   r@   test_flatten_wflexible  s$   


z&TestMergeArrays.test_flatten_wflexiblec                 C   s   | j \}}}}tjg dg dd}t||fdd}tjg dg ddtfd	tfgd
}t|| t||fddd}t|| tt|t d S )Nr   r   rn   r   r   r   rr   Tr   )r   r   r   )rl   rn   )r   re   rf   r   r   rg   )r   
asrecarray)	r8   ro   r5   r   r7   r   r   
isinstancer   )r:   r   r;   mxrF   rK   r?   r?   r@   test_wmasked_arrays  s   


z#TestMergeArrays.test_wmasked_arraysc                 C   s^   t tddgdtfgtg df}tjg dg ddtfdtfgd}t|| d S )	Nr   r   r/   )r   r   rM   )r   r   )rl   rM   r   r   rg   )r   r4   r5   rO   r7   ro   r6   r   )r:   rF   rK   r?   r?   r@   test_w_singlefield  s   
z"TestMergeArrays.test_w_singlefieldc                 C   sP   | j d }t|tg ddtfgf tjg dddtfdtfgd d S )Nrl   r   rc   )r   r    r   r"   r#   r   )z-1rl   r   r$   r"   r%   )r8   r   r4   r5   rO   r7   r6   )r:   r=   r?   r?   r@   test_w_shorter_flex  s
   
"	

z#TestMergeArrays.test_w_shorter_flexc                 C   sd   | j \}}}}t|d |d |d fdd}tjdgdtfdtfddd	tfgfgd
}t|| d S )Nr   Fr   )r   r   r   r   r   r   f2r$   r"   r%   r   )r:   r   r;   r<   r=   rF   rK   r?   r?   r@   test_singlerecord  s   z!TestMergeArrays.test_singlerecordN)r   r   r   rA   r   r   r   r   r   r   r   r   r   r?   r?   r?   r@   r   t  s    
	r   c                   @   s4   e Zd Zdd Zdd Zdd Zdd Zd	d
 ZdS )TestAppendFieldsc                 C   r   r   r3   r9   r?   r?   r@   rA        
zTestAppendFields.setupc                 C   sR   | j \}}}}t|dg dd}tjg dg ddtfdtfgd}t|| d S )Nr   r   r8   r   r   r   rg   r8   r   ro   r5   r7   r   r:   r   r;   rF   rK   r?   r?   r@   test_append_single  s   
z#TestAppendFields.test_append_singlec                 C   s`   | j \}}}}t|dg dddggd}tjg dg ddtfd	tfd
tfgd}t|| d S )NrS   r   d      r   ))r   r   r   )r   r   r   )rl   r   rl   )r   r   r   r   )r   r   r   r   r   r"   rg   r   r   r?   r?   r@   test_append_double  s   
z#TestAppendFields.test_append_doublec                 C   sP   | j d }t|dg dd}tjg dg dddtfdtfgd	}t|| d S )
Nrl   rc   r   r   )r   r   )rl         r   )r   r   r   r   r   r$   r"   rg   )r8   r   ro   r5   r6   r7   r   )r:   r=   rF   rK   r?   r?   r@   test_append_on_flex  s   

z$TestAppendFields.test_append_on_flexc                 C   s`   | j d }t|dg dd}tjg dg ddtfdd	tfd
tfgfdtfgd}t|| d S )Nr   rc   r   r   ))r   r(   r   )r+   r,   r   )rl   )rl   r   r   )r   re   r   r   )r   r   r   r/   r0   r1   r2   rg   )r8   r   ro   r5   r7   r6   r   r   r?   r?   r@   test_append_on_nested   s   

z&TestAppendFields.test_append_on_nestedN)r   r   r   rA   r   r   r   r   r?   r?   r?   r@   r     s    				r   c                   @   sT   e Z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S )TestStackArraysc                 C   r   r   r3   r9   r?   r?   r@   rA   1  r   zTestStackArrays.setupc                 C   sP   | j \}}}}t|f}t|| t||u  t|}t|| t||u  d S r   )r8   r   r   r   )r:   r   r;   rF   r?   r?   r@   r   :  s   


zTestStackArrays.test_soloc                 C   s   | j \}}}}t||fdd}tg d}t|| t||fdd}tg d}t|| t||fdd}tg d}t|| d S )NFr   )r   r   r   r   )r   r   r   r   r   )r   r   r   r   r   )r8   r   r4   r5   r   r   r?   r?   r@   test_unnamed_fieldsE  s   

z#TestStackArrays.test_unnamed_fieldsc                 C   s   | j \}}}}t||f}tjg dg ddtfddtfgd}t|| t|j|j t||f}tjg dg dddtfd	tfgd}t|| t|j|j t|||f}tjg d
g dddtfd	tfgd}t|| d S )N))r   rl   rl   )r   rl   rl   )rl   r   r   )rl   r"   r   )r   r   r   r  r   r   r   r$   r"   rg   )r   r   rl   r"   r   rl   rl   rl   r   rl   rl   r   )r   r   r   r  r   r   r   )r  r  r  r  r  r  )r  r  r  r  r   r   )r8   r   ro   r5   r7   r6   r   rh   r   r?   r?   r@   test_unnamed_and_named_fieldsU  s*   




z-TestStackArrays.test_unnamed_and_named_fieldsc                 C   s   | j \}}}}tjg dddtfdtfgd}t||f}tjg dddtfdtfgg dd}t|| t|j|j t|||f}ddtfdtfd	tfg}tjg d
|g dd}t|| t|j|j d S )Nr/   r         Y@r0   r         i@r   rM        r@r$   r"   rc   r%   )r  r  r  r  r  r  r  r   r   r   r&   rh   f3))r   r   rl   rl   )r"   r   rl   rl   )r/   r   r  rl   )r0   r   r  rl   )r   rM   r  rl   )rl   rl   rl   r   )rl   rl   rl   r   )r   r   r   r   r  r   r   r   r   r  r  r   r   r   r   r  )	r8   r4   r5   r6   r   ro   r   rh   r7   )r:   r   r;   r=   zzrF   rK   rV   r?   r?   r@   test_matching_named_fieldsu  s&   




z*TestStackArrays.test_matching_named_fieldsc                 C   s   | j \}}}}tjg dddtfdtfgd}dddd	d
}t||f|d}tjg dddtfdtfgg dd}t|| t|j |j  t|j|j d S )Nr
  r$   r"   rc   r%   z???g     8    g    i)r   r"   rc   D)defaults))r   r   r  )r"   r   r  r  r  r  r  r  )r8   r4   r5   r6   r   ro   r   rh   )r:   r   r=   r  r  rF   rK   r?   r?   r@   test_defaults  s   


zTestStackArrays.test_defaultsc                 C   s   dt fdtfdtfg}tjdgdg|d}dt fdtfdtfg}tjdg|d}tjddgdd	g|d}t||fd
d}t|| t|j|j tt	 t||fdd W d    d S 1 s`w   Y  d S )Nr   r"   rc   r   r   r   r   rg   r+   r-   rs   r%   r   T)autoconvertF)
r7   boolr6   ro   r5   r   r   rh   r   	TypeError)r:   adtyper/   bdtyper0   rK   rF   r?   r?   r@   test_autoconversion  s   

"z#TestStackArrays.test_autoconversionc                 C   s   dt fdtfdtfg}tjdgdg|d}dt fdtfdtfg}tjdg|d}t||f}tjddgdd	g|d}t|| t|j|j d S )
N)r/   r   )r0   r"   )r   rc   r   r  rg   r  r%   r   )r7   r   r6   ro   r5   r   r   rh   )r:   r"  r/   r#  r0   rF   rK   r?   r?   r@   test_checktitles  s   
z TestStackArrays.test_checktitlesc              	   C   s  t jddgddtdfgd}t jddgd	fd
dgdfddgdfgddtdfdtfgd}t||f}tjddgdfddgdfddgd	fddgdfddgdfgddgdfddgdfddgdfddgdfddgdfg|jd}t|j|j t|| t|j|j d S )Nr   )r"   r   r$   r"   rH   r%   r/   r   r  r0   r   r  r   rM   r  rc      Ar    r      Br#      a   b   cFT)r8   rh   r&   )r4   r5   r6   r   ro   r&   r   rh   )r:   r=   r  r   expectedr?   r?   r@   test_subdtype  s:   










zTestStackArrays.test_subdtypeN)r   r   r   rA   r   r  r	  r  r  r$  r%  r,  r?   r?   r?   r@   r  /  s    	 r  c                   @   sz   e Z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dddd Zdd Zdd Zdd ZdS )
TestJoinByc              	   C   s   t jttt dt ddt dddtfdtfdtfgd	| _t jttt d
dt ddt dddtfdtfdtfgd	| _d S )Nr   2   <   r   n   r/   r0   r   r%   r-   r   A   K   r   r4   r5   listzipr   r7   r/   r0   r:   r?   r?   r@   rA     s   

zTestJoinBy.setupc                 C   s\   | j | j}}td||dd}tjg ddtfdtfdtfdtfdtfgd	}t|| d S )
Nr/   inner)jointype))r-   7   r1  i   r   )rs   8   B   j   e   )r   9   C   k   f   )r   :   D   l   g   )r   ;   E   m   h   b1b2r   r   r%   r/   r0   r   r4   r5   r7   r   r   r?   r?   r@   test_inner_join  s   
zTestJoinBy.test_inner_joinc                 C   sH   | j | j}}td|| tjg ddtfdtfdtfdtfgd d S )NrY   ))r-   r9  r:  r   )rs   r;  r=  r>  )r   r?  rA  rB  )r   rC  rE  rF  )r   rG  rI  rJ  r/   r0   r   r   r%   )r/   r0   r   r4   r5   r7   r:   r/   r0   r?   r?   r@   	test_join  s   

zTestJoinBy.test_joinc                 C   s^   t jdgdtfgd}t jdt g dfgdtfdgd}td||}t||tj d S )NrH   rm   r%   r   r   )valueuint16rn   )r4   r5   r7   r   r   rO   ro   MaskedArray)r:   foobarr   r?   r?   r@   test_join_subdtype  s   
zTestJoinBy.test_join_subdtypec                 C   Z   | j | j}}td||d}tjg dg ddtfdtfdtfdtfgd	}t|| d S )
NrY   outer)r   r.  r   rl   r   3   r>  rl   r   4   rB  rl   rn   5   rF  rl   r+   6   rJ  rl   r-   r9  r:  rl   )r-   r1  rl   r   rs   r;  r=  rl   )rs   r<  rl   r>  r   r?  rA  rl   )r   r@  rl   rB  r   rC  rE  rl   )r   rD  rl   rF  r   rG  rI  rl   )r   rH  rl   rJ  )r   F   rl   r:  )r   G   rl   r=  )r   H   rl   rA  )rw   I   rl   rE  )r   J   rl   rI  )r  r  r  r  r  r  r   r   r   r   r  rl  r  rl  r  rl  r  rl  rl  rl  rl  rl  rl  r/   r0   r   r   rg   r/   r0   r   ro   r5   r7   r   r   r?   r?   r@   test_outer_join  s   


zTestJoinBy.test_outer_joinc                 C   rW  )
NrY   	leftouter)
rY  rZ  r\  r^  r`  rb  rc  rd  re  rf  )
r  r  r  r  r  r  r  r  r  r  r/   r0   r   r   rg   rm  r   r?   r?   r@   test_leftouter_join(  s   
zTestJoinBy.test_leftouter_joinc                 C   sP   t jdg dd}t jdg dd}tddg||ddd	}t|jjg d
 d S )Nrn   r~   r   r   r%   r   r   r~   r   r0   r7  F)r8  r   )r0   r   a1a2)r4   rx   r   r   r   r&   names)r:   r/   r0   jr?   r?   r@   test_different_field_order9  s   z%TestJoinBy.test_different_field_orderc                 C   s<   t jdg dd}t jdg dd}tttg d|| d S )Nrn   rq  r%   rr  )r/   r0   r0   )r4   rx   r   r   r   r   rO  r?   r?   r@   test_duplicate_keysA  s   zTestJoinBy.test_duplicate_keyszSee comment at gh-9343)reasonc                 C   sj   t ddg}t ddg}t g d}t jddg|d}t jdd	g|d}td
||}t|j| d S )N)rm   S5rQ  <f4rm   S10)r}  value1r|  )value2r|  Sarahr   Johnr.   r%   r  r   r  r   rm   r4   r&   r5   r   r   r:   a_dtypeb_dtypeexpected_dtyper/   r0   r   r?   r?   r@   #test_same_name_different_dtypes_keyF     z.TestJoinBy.test_same_name_different_dtypes_keyc                 C   sj   t ddg}t ddg}t g d}t jddg|d}t jdd	g|d}td
||}t|j| d S )Nr}  r{  )rQ  <f8))rm   z|S10r  )r  r  r  r  r%   r  r  rm   r  r  r?   r?   r@   test_same_name_different_dtypesS  r  z*TestJoinBy.test_same_name_different_dtypesc                 C   s   t dtdfdg}t jg dt jfg ddfg|d}t dtdfdg}t jg ddfg d	dfg|d}t dtdfddg}t jg dt jdfg|d}td||}t|j| t|| d S )
Nposrn   )fr|  )r   r   r   r   r   r%   )gr|  )rn   r   r   )r4   r&   r7   r5   pir   r   )r:   r  r/   r  r0   r  r+  r   r?   r?   r@   test_subarray_key`  s   $"zTestJoinBy.test_subarray_keyc                 C   sn   t jddd}d|_tt|jd t ddg|}t dd	g|}td
||}t g d}t|j| d S )Nzi1,f4Tru   )kvrn   r   )rn   r   r   r   r  ))r  i1)v1r   )v2r   )	r4   r&   ru  r   lendescrr5   r   r   )r:   r|   r/   r0   r   r  r?   r?   r@   test_padded_dtypen  s   zTestJoinBy.test_padded_dtypeN)r   r   r   rA   rN  rP  rV  rn  rp  rw  rx  pytestmarkxfailr  r  r  r  r?   r?   r?   r@   r-    s    	
r-  c                   @   s8   e Zd Zedd Zdd Zdd Zdd Zd	d
 ZdS )TestJoinBy2c              	   C   s   t jttt dt ddt dddtfdtfdtfgd	| _t jttt dt d
dt dddtfdtfdtfgd	| _d S )Nr   r.  r/  r   r0  r/   r0   r   r%   r1  r2  r   r3  )clsr?   r?   r@   rA     s   

zTestJoinBy2.setupc                 C   `   | j | j}}td||dddd}tjg ddtfdtfdtfd	tfd
tfgd}t|| d S )Nr/   rD   2r7  	r1postfix	r2postfixr8  
)r   r.  r1  r   r   )r   r[  r<  r>  r>  )r   r]  r@  rB  rB  )rn   r_  rD  rF  rF  )r+   ra  rH  rJ  rJ  )r-   r9  rg  r:  r:  )rs   r;  rh  r=  r=  )r   r?  ri  rA  rA  )r   rC  rj  rE  rE  )r   rG  rk  rI  rI  r0   rL  r   r   r%   rM  r   r?   r?   r@   test_no_r1postfix     
zTestJoinBy2.test_no_r1postfixc              	   C   s   t ttd| j| jddd d S )Nr/   rD   )r  r  )r   r   r   r/   r0   r6  r?   r?   r@   test_no_postfix  s   
zTestJoinBy2.test_no_postfixc                 C   r  )Nr/   1rD   r7  r  r  rK  r0   r   r   r%   rM  r   r?   r?   r@   test_no_r2postfix  r  zTestJoinBy2.test_no_r2postfixc              
   C   s&  t jttt ddgdt t ddt ddt dddtfd	tfd
tfdtfgd}t jttt ddgdt t ddt ddt dddtfd	tfd
tfdtfgd}t jg ddtfd	tfdtfdtfdtfdtfgd}td	dg||dddd}t	|j
|j
 t	|| d S )Nr   r   r-   r   r.  r/  r   r  r/   r0   r   r%   r1  r2  r   )
)r   r   r.  r1  r   r   )r   r   r[  r<  r   r   )r   r   r]  r@  r   r   )r   r   r_  rD  rw   rn   )r   r   ra  rH  r   r+   )r   r   r9  rg  r   r-   )r   rn   r;  rh     rs   )r   rn   r?  ri  r   r   )r   r+   rC  rj     r   )r   r+   rG  rk     r   rK  rL  c1c2r  r  r7  r  )r4   r5   r4  r5  tilerepeatr   r7   r   r   r&   )r:   r/   r0   rK   rF   r?   r?   r@   test_two_keys_two_vars  s(   &&
z"TestJoinBy2.test_two_keys_two_varsN)	r   r   r   classmethodrA   r  r  r  r  r?   r?   r?   r@   r    s    
r  c                   @   s    e Zd ZdZdd Zdd ZdS )TestAppendFieldsObjz;
    Test append_fields with arrays containing objects
    c                 C   s$   ddl m} t|dddd| _d S )Nr   )datei  r   )obj)datetimer  dictr8   )r:   r  r?   r?   r@   rA     s   zTestAppendFieldsObj.setupc                 C   s   | j d }tj|df|dfgdtfdtfgd}tjddgtd}t|d	|d
d}tj|ddf|ddfgdtfdtfd	tfgd}t|| dS )z7Test append_fields when the base array contains objectsr  r    r#   r   r"   r%   r   r   rc   F)r8   r   N)r8   r4   r5   objectr6   r7   r   r   )r:   r  r;   r<   rF   rK   r?   r?   r@   test_append_to_objects  s   
z*TestAppendFieldsObj.test_append_to_objectsN)r   r   r   __doc__rA   r  r?   r?   r?   r@   r    s    r  ).r  numpyr4   numpy.maro   numpy.ma.mrecordsr   numpy.ma.testutilsr   numpy.testingr   r   numpy.lib.recfunctionsr   r   r   r	   r
   r   r   r   r   r   r   r   r   r   r   librecfunctions_get_fieldspecget_fieldspecrT   rZ   
_zip_descrrE   
_zip_dtype	zip_dtyper   r   r   r   r  r-  r  r  r?   r?   r?   r@   <module>   s2    D




  K 6 , &A