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N) r r= r r r< r rE r# r$ rF )r rB r+ r r r rG r r r � test_integer_positional_indexing\ s z2TestFloatIndexers.test_integer_positional_indexingc C s� |d�}t tj�dd�|d�}x|tdd�tdd�tdd�gD ]\}|j| }tdd�}| �|||d� d t|�j� d �}t j t |d �� || W d Q R X q<W x<td d �tdd�gD ]$}|j| }| �||td d �d� q�W d t|�j� d�}t j t |d �� |tdd� W d Q R X x�tdd�tdd�ftdd�tdd�ftdd�tdd�fgD ]X\}}|j| }| �|||d� d t|�j� d�}t j t |d �� || W d Q R X �qPW d S )Nr r1 )r g r0 r g �?Fz cannot do slice indexing on z/ with these indexers \[(0|1)\.0\] of type float)r! i����r" g $�g $@Tz- with these indexers \[-10\.0\] of type floatg �?g �?z+ with these indexers \[0\.5\] of type float) r r r r rJ r5 r rD rE r# r$ rF ) r r r r+ rB r r rG rK r r r � test_slice_integer_frame_getitemr s0 " z2TestFloatIndexers.test_slice_integer_frame_getitemc C s� |d�}t tj�dd�|d�}|�� }d|j|< |j| j�� }|dk�� sPt �dt |�j � d�}t j t|d�� d||< W d Q R X t j t|d�� || W d Q R X d S )Nr r1 )r r z cannot do slice indexing on z/ with these indexers \[(3|4)\.0\] of type float)r! )r r r r r' r5 �values�ravel�allr& rD rE r# r$ rF )r rB r r r+ �scr rG r r r �2test_float_slice_getitem_with_integer_index_raises� s zDTestFloatIndexers.test_float_slice_getitem_with_integer_index_raisesc C s� t t�d��d }t||�}|jdd� }||�| }t|t|��sHt�t� ||� |� � }d||�|< ||�| j � � }|dk� � s�t�d S )Ng @g�������?r. rC r )r r r r r r rD r& r Z assert_equalr' rO rP rQ ) r rB r( r) r r+ r r r, r r r �test_slice_float� s z"TestFloatIndexers.test_slice_floatc C sl t dddddg�}ttd�|d�}|d dks2t�|jd dksDt�|jd dksVt�|jd dksht�d S )Ng �?r1 r. g @r )r )r r r= r& r5 r )r r r+ r r r � test_floating_index_doc_example� s z1TestFloatIndexers.test_floating_index_doc_examplec C s� t t�d�t�d�d tjd�}||�dd� }t ddgd�}t�||� ||�d }|d ksbt�||�d }|d kszt�tjt d d �� ||�d W d Q R X t d d gt ddg�d�}x2ddgt� ddg�gD ]}t�||�| |� q�W t d d gt dd gdd�d�}x4dd gt� dd g�gD ]}t�||�| |� �q W ||�d d� }||�dd� }||�dd� }||�dd� } t�||� t�||� t�|| � t dd gddgd�}||�d d� }t�||� ||�dddg }|j d d d g }t�||� tjt dd �� ||�dddg W d Q R X tjt dd �� ||�d dd g W d Q R X ||�ddg }t�|t dd gddgd�� ||�dg }t�|t dgdgd�� d S )Nr g @)r �dtypeg �?g @r0 )r g @r1 z^4$)r! rC r g �int64)rV g @g������ @r" z not in indexg�������?)r r r rW r r< r& r# r$ r% r �arrayr r ) r r) r+ r r Z fancy_idxZresult1Zresult2Zresult3Zresult4r r r �test_floating_misc� sJ z$TestFloatIndexers.test_floating_miscc � C sL ddddddddddddddd dd dd dddd dd dddddddddddddddddddddddddddddddd dd dddd d d dd!dd"dd#dddd$dd%dd&dd'dddd(dd)d*d+dd,d-ddd.dd/dd0dd1dd2dddddddddddddddddddddddd3d4d5dd6ddddd7dd8d9dddd:d;dd<dd=dd>��}t |�}|�� }t|� d S )?Ng "�@g �S@g 8�@g g w@g �p@g ��@g 8@g �@g @Y@g ���@g "�@g �{@g ���@g Ȇ@g \�@g ��@g �v@g .�@g �@g �@g �@g ��@g �@g ��@g �Q@g 0�@g @t@g �@g *�@g $@g E@g @�@g V@g �@g ���@g �u@g ���@g �w@g r�@g x�@g @g �v@g �t�@g "@g �@g ȏ@g �@g &�@g ��@g ��@g 6@g �p@g �h@g ��@g ��@g 8�@g `d@g +�@g 0�@g ��@)�� r0 r1 r. rC r rI � � � r" � � � � � � � � � � � � � � � � � � � � � � �! �" �# �$ �% �& �' �( �) �* �+ �, �- �. �/ �0 �1 �2 �3 �4 �5 �6 �7 �8 �9 �: �; �< �= �> �? �@ �A �B �C �D �E �F �G �H �I �J �K �L �M �N �O �P �Q �R �S �T �U �V �W �X �Y �Z �[ �\ �] �^ �_ �` �a �b �c r: �e �f �g �h �i �j �k �l �m �n �o �p �q �r �s �t �u �v �w �x �y �z �{ �| �} �~ � � � i i i i i i i i i i i i i � � � � � � )r Z value_counts�str)r Zserr+ r r r r � test_float64index_slicing_bug& s0 z/TestFloatIndexers.test_float64index_slicing_bugN) rE � __module__� __qualname__r r# �markZ parametrizer ZmakeStringIndexZmakeUnicodeIndexZmakeCategoricalIndexZ makeDateIndexZmakeTimedeltaIndexZmakePeriodIndexr- r/ r6 Z makeIntIndexZmakeRangeIndexr> r? rA rJ rH rL rM rN rS rT rU rY r� r r r r r sL ) # % $0"L. :$ . 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