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g $@rX r r rY )r rJ rV )rO r r g�������?g333333�?g�������?g �?) r r r rZ r[ r& r' rS r rL )r) r] r^ r. r. r/ �test_setitem_dtype_upcast3� s z$TestFancy.test_setitem_dtype_upcast3c C sD t �dd�}dddg|_|ddg j}tdddg�}t �||� d S )Nr r rO rP )r' ZmakeCustomDataframerJ r rM )r) r* r, r- r. r. r/ �test_dups_fancy_indexing� s z"TestFancy.test_dups_fancy_indexingc C s� t dddddddggtd�d �}|�� t|� t dddddddgg�}td�|_|jd d �d f }|jd d �d f }t�||� d S ) Nr r g �?g @g @r r Zaaaaaaa)rJ r )r r[ �head�strrJ r7 r' rS )r) r* r, Zdf_vZres_vr. r. r/ �&test_dups_fancy_indexing_across_dtypes� s z0TestFancy.test_dups_fancy_indexing_across_dtypesc C s� t ddddgddddgtd�d�d d d d gd �}d d g}t ddgd dgddgd�|d �}|j| }t�||� |jt|� }t�||� d d dg}tjtdd�� |j| W d Q R X dddd d dg}tjtdd�� |j| W d Q R X d S )Nr � � r g @r �abcd)�testZtest1�other�A�B�C)r g @�drQ �Ez not in index)r �F�G�H) r r[ r& r' rS r r" r# �KeyError)r) r* �rowsr- r, r. r. r/ �%test_dups_fancy_indexing_not_in_order� s 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tj�dd�dddddddddg ddgd�}|jdd � }|jddg }t�||� |}|jd d �ddgf }t�||� |jdd �d d �f }|jddgddgf }t�||� d S ) Nrf r r r rO rP )r rJ r r )r r r4 ru r7 r& r' rS )r) r* r- r, r. r. r/ �test_dups_fancy_indexing3* s , z#TestFancy.test_dups_fancy_indexing3c C s< t td�dddgd�}|d }||�dg }t�||� d S )Nr r )r )r �ranger' r( )r) � indexer_sl�sr- r, r. r. r/ �test_duplicate_int_indexing= s z%TestFancy.test_duplicate_int_indexingc C s| t dddd�dddd�d��}|d �d d � �|d < |d d k}|j|d f �dd � �}||j|d f< |jd dksxt�d S )N�aaa�bbb�ccc)r r r �o �� iM )rO rP rO c S s | dkr dS | S )Nr� �_r. )�xr. r. r/ �<lambda>L � z9TestFancy.test_indexing_mixed_frame_bug.<locals>.<lambda>rh r� c S s | dkr dS | S )Nr� z-----r. )r� r. r. r/ r� P r� )r r z-----)r �applyr& r7 rL )r) r* �idx�tempr. r. r/ � test_indexing_mixed_frame_bugD s z'TestFancy.test_indexing_mixed_frame_bugc C sp t tj�d�dgddddg d�}tjtt�d�d �� |dd d g W d Q R X |d jd |jd kslt �d S ) N)r r rO � � � � )rJ z'[26, -8] not in index')r � i����r ) r r r4 r" r# rr rv rw 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�test_multi_assign� s4 zTestFancy.test_multi_assignc C s� t dddddgdddddgdddddgdddd d gd ��}|�� }|d dk}x d D ]}|d |j||f< qTW |d |j|d dkd dgf< t�||� d S )Nr r r r r r r r r re )rj rk rl �Drj )rj rk r� rk )r r\ r& r' rS )r) r* r- r� �colr. r. r/ �"test_multi_assign_broadcasting_rhs� s z,TestFancy.test_multi_assign_broadcasting_rhsc C s` t ddgdgd�}dddg|jd< ddg|jd< t ddgdgd�}ddg|jd< t�||� d S )Nr r )r rJ r r )r r )r r7 r' rS )r) r* r, r. r. r/ �test_setitem_list� s zTestFancy.test_setitem_listc C sr t dgtt�d�gtd��}|jjs(t�tj t dd�� |d W d Q R X tj t dd�� |j d W d Q R X d S )Nr z 2011-01-01)r z'2011')r �2011)r� r ) r r r: � Timestamp�objectr � _is_all_datesrL r" r# rr r& )r) r* r. r. r/ �test_string_slice� s zTestFancy.test_string_slicec C s\ t � }|jjrt�tjtdd�� |d W d Q R X tjtdd�� |jd W d Q R X d S )Nz'2011')r r� )r� r )r r r� rL r" r# rr r& )r) r* r. r. r/ �test_string_slice_empty s z!TestFancy.test_string_slice_emptyc C s� t dddddddggtd�d �}|�� }|jd d �d d �f �tj�|jd d �d d �f< t d d dddddggtd�d �}t�||� |�� }|jd d �d d �f j d d d�|jd d �d d �f< t d d dddddggtd�d �}t�||� |�� }|j d d �df �tj�|j d d �df< t d ddddddggtd�d �}t�||� |�� }|j d d �ddgf �tj�|j d d �ddgf< t dd dddddggtd�d �}t�||� d S )N�1�2�3z.4r g @r ZABCDEFG)rJ r r r T)r �numericrj rk rl r ) r r[ r\ r7 �astyper rW r' rS �_convertr& )r) Zdf_origr* r- r. r. r/ �test_astype_assignment s, 0 2 ( 0 z TestFancy.test_astype_assignmentc C s� t dddddgi�}|d �tj�|jd d �df< t dddd d gi�}t�||� t dddddgi�}|d �tj�|jd d �df< t dddd d gi�}t�||� d S ) Nrj g �?g @g @g @r r r r r )r r� r rW r7 r' rS r& )r) r* r- r. r. r/ �(test_astype_assignment_full_replacements9 s z2TestFancy.test_astype_assignment_full_replacements�indexerc C s� x�t td��t td�tdd�d�gD ]�}|j�� s6t�|�� }d||�d< |j�� sXt�||�d dkslt�|�� }d||�d< |j}d|kr�t|j�� dg �}t � |j|� |�� }d||�d< |j� � s$t�q$W x�t td�t � d �d�gD ]�}|j�� �st�|�� }d||�d< |j�� �s(t�||�d dk�s>t�|�� }d||�d< t � |j|j� |�� }d||�d< |j� � s�t�q�W d S ) Nr r r )r r g�������?g �0g @)r r� r � is_integerrL 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)r r\ r& r r' rS )r) r* r� r. r. r/ � test_loc_setitem_fullindex_views� s $z)TestMisc.test_loc_setitem_fullindex_viewsc C sp t dddgdddgd�}x&|�� D ]\}}|j| |ks"t�q"W x*tt|��D ]}|j| |d ksNt�qNW d S )Nr r r g�������?g�������?g333333�?)r )r �items�atrL r� r< �iat)r) r� �el�item�ir. r. r/ �test_float_index_at_iat� s z TestMisc.test_float_index_at_iatc C sH dd� }t �d��dd�}dddd g}t||td �d d �}d |jddd�ddd�f }|�� }dddddg|d< dddddg|d< |jdd�dd�f d 9 < |�� }|jdd�dd�f d 9 < |||||� x:||||gD ]*}|d �d�|d< |d �dj �|d< q�W d d d d d g|d< d!d"d#d$d%g|d< |||||� d S )&Nc S s� t d�dddgtdd� }}}ddgddgtdd� }}} | �� } || j||f< t�| |� | �� } || j||f< t�| |� | �� } || j|| f< t�| |� d S )NZbcdr r r r �joe�jolie)r[ �slicer\ r& r' rS r7 ) r* �rhs� right_loc� right_ilocZlbl_oneZidx_oneZ slice_oneZlbl_twoZidx_twoZ slice_twor] r. r. r/ � run_tests� s z.TestMisc.test_rhs_alignment.<locals>.run_testsr� r r Zjimr� r� ZjolineZabcderW )rJ r r ���r r ���r r � r r r� � rf r� r z@{}g �?z@-28z@-20z@-12g 1@z@2g :�g 2�g $�z@18) r 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