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)rU z$Unable to coerce to Series/DataFrame)r> )r� r r� rB rC rD rm )r r� r� r� �dimr� rE r r r �test_arith_flex_frame_raise8 s z3TestFrameFlexArithmetic.test_arith_flex_frame_raisec C s� |� d�}t�||d � |� |d d� �}t�||tj � |d d� � |�}t�||tj � tjtdd�� |j |jd dd� W d Q R X tjtdd�� |j |jd ddd� W d Q R X d S ) NrU r r� )r> rz )r� rL )r* r� ) r� r5 r6 r r� rB rC �NotImplementedErrorr� )r r� Z const_addrQ r r r � test_arith_flex_frame_cornerC s z4TestFrameFlexArithmetic.test_arith_flex_frame_cornerc C sr |}|� d�}|d }ddddg}xT|D ]L}t||�}tt|�}t�||�|||�� t�||dd�||j|�j� q(W t�|j|d d�|| � t�|�|�|| � t�|j|dd�|j| j� tt � d �� d �d d �}tt j t j gd dgd dgg�}|j|d dd�} t�| |� tt � d �� d �dd �}tt j t j gd dgd dgg�}|j|d dd�} t�| |� d S )NrW �twor� �sub�mul�modr )r* r; )rz r[ �int64)r g �?g �?g �?rL �float64)�xsrm rn r5 r6 r� r� �divr r r{ r| r� �inf) r � simple_framer7 �rowrH rp r� r� rR rQ r r r �test_arith_flex_seriesU s( " z.TestFrameFlexArithmetic.test_arith_flex_seriesc C s� t g td�}tddgd�}tddgddggddgd�}tjtd d �� |j|d d � W d Q R X tjtd d �� |j|d d dd � W d Q R X d S )N)r r0 r )r= rU r[ rz r< r� )r> �E)r� )r* r� )r �objectr rB rC r� r� r� )r Zser_len0Zdf_len0r7 r r r � test_arith_flex_zero_len_raisest s z7TestFrameFlexArithmetic.test_arith_flex_zero_len_raisesc C s^ t jddt jdddgdd�}td|itd �d �}|�d��d �}|jd dd �}t�||� d S ) Nr rU rz r< r� �float)r r1 r; 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rz r[ TFr0 r r� )r= rL rU r< r~ )r= rL r ) r r{ r| r r� rv r= rL r r5 r6 )r r� r7 �rowlikerR rQ r r r �'test_df_add_2d_array_rowlike_broadcasts� s z;TestFrameArithmetic.test_df_add_2d_array_rowlike_broadcastsc C s� t �d��dd�}t|ddgdddgd �}|d d �d gf }|j|jd d fksTt�td dgd dgd dgg|j|j|jd�}|| }t � ||� || }t � ||� d S )Nr; rz r[ TFr0 r r� )r= rL rU r r� � rT )r= rL r ) r r{ r| r r� rv r= rL r r5 r6 )r r� r7 �collikerR rQ r r r �'test_df_add_2d_array_collike_broadcasts� s z;TestFrameArithmetic.test_df_add_2d_array_collike_broadcastsc C s� |}t �d��dd�}t|ddgdddgd �}|d gd d �f }|jd |jd fksXt�t|jd |�|�� �t|jd |�|�� �t|jd |�|�� �g}t||j |j d �}t||�|�}t � ||� d S ) Nr; rz r[ TFr0 r r� )r= rL rU ) r r{ r| r r� rv rm rj �squeezer= rL r5 r6 ) r r� r� r� r7 r� �exvalsrR rQ r r r �)test_df_arith_2d_array_rowlike_broadcasts� s z=TestFrameArithmetic.test_df_arith_2d_array_rowlike_broadcastsc C s� |}t �d��dd�}t|ddgdddgd �}|d d �d gf }|j|jd d fksXt�t|d |�|�� �t|d |�|�� �d �}d }|d kr�t jdd� |� � D �� }t||j |j |d�}t||�|�} t � | |� d S )Nr; 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)rz r[ r[ FTz5Unable to coerce to Series, length must be 2: given 3z,Unable to coerce to DataFrame, shape must bez4operands could not be broadcast together with shapes)r> ZABr3 )r= rL )r r r{ r| r Z atleast_2dr� �tupler5 r6 r� rR rB rC rD r� rv rA rL r= ) r r7 r\ Zb_rZb_c�lst�tuprR rQ Zmsg1dZmsg2dZmsg2dbr r r �test_boolean_comparisony s` z3TestFrameArithmeticUnsorted.test_boolean_comparisonc C s� t d�}tt�dt|� ��dt|��|td�d�}d|jd d �dd�f �� }t d�}t d�}|�� }|| | j |d �}|| |7 < |j |d �}|�� }|| || j |d �} || || 7 < |j |d �} t � ||� t � || � t � || � |�� }|| | j |d �}|| |8 < |j |d �}|�� }|| || j |d �} || || 8 < |j |d �} t � ||� t � || � t � || � d S ) NZabcdefgrT r� )r= rL r� rU ZbedcfZbcdef)r= ) rA r r r{ r` r| r� r� r% r� r5 r6 ) r r= ZX_orig�ZZblock1�subs�XZresult1r� rX Zresult4r r r �test_inplace_ops_alignment� s< z6TestFrameArithmeticUnsorted.test_inplace_ops_alignmentc C s$ t dddg�}ttjjdddd��dd��}|�� }|}|d7 }t�||� t�|d |� ||ksht �|j |j ksxt �|�� }|}|d7 }t� ||� t� |d |� ||ks�t �|j |j ks�t �|�� }|}|d 7 }t�||� t�|d |� |�� }|}|d 7 }t� ||� t� |d |� ||k�s2t �|j |j k�sDt �tjjdddd�}t|�� d d ��}|�� }|}|d d7 < t|�� d d d ��}t� ||� t� ||� |j |j k�s�t �|�� }|}|d d 7 < t|�� d d d ��}t� ||� t� ||� |j |j k�s t �d S ) NrU r[ rz r r� rT )rV r� g �?r1 )r0 r r0 ) r r r r? r] r| r% r5 r� rv Z_mgrr6 ) r Zs_origZdf_origr rA r7 rP r� rR r r r �test_inplace_ops_identity� sX z5TestFrameArithmeticUnsorted.test_inplace_ops_identityr� �andr� r� r� r� �orr� r� r �xorc C s� |dkr d S t dddgdddgd��}d}|d kr@d d d g|d < |�� }d |� d�}d|� d�}t||�|� t||�|�}t�||� t|�}t|�|ks�t�d S )Nr� g �?g @g @rU r[ rz )rW r\ )ri rj rk TFrW Z__ir� )r r% rm r5 r6 �idrv )r r� r7 �operandZdf_copyZioprR r r r �test_inplace_ops_identity23 s z6TestFrameArithmeticUnsorted.test_inplace_ops_identity2c C s� dddg}dddg}t tj�dd�||d�}tjjj}x�d d dgd tjd d dgtj d �t d d �gD ]r}t |||d�|j d�}t � |||d�d |� t d d d gd d d gdddgd�|j d�}t � |||d�d |� qbW d}xtd d gdt�d d g�t d d�gD ]P}tjt|d�� |||d� W d Q R X tjt|d�� |||d� W d Q R X q�W t�d d dgd ddgdddgg�}t � |||d�d t ||j |jd�� t � |||d�d t ||j |jd�� d}t�d d dgd ddgg�}tjt|d�� |||d� W d Q R X tjt|d�� |||d� W d Q R X t�d�}t�d �}tjt|d�� |||d� W d Q R X tjt|d�� |||d� W d Q R X d S ) Nr0 r r� rf �Yrd rz )rL r= rU r[ )rU r[ rz )r r< )rf ro rd )rL rL r= z5Unable to coerce to Series, length must be 3: given 2)rU r[ )r> r� r; r� r~ r� z,Unable to coerce to DataFrame, shape must be)rz rz rz zGUnable to coerce to Series/DataFrame, dimension must be <= 2: (3, 3, 3))r r r? r@ r^ �corerp Zalign_method_FRAMEr r� r� rL r5 r6 rB rC rD r= ZzerosrU rV )r rL r= r7 �align�valrR rE r r r �test_alignment_non_pandasZ sP & &" z5TestFrameArithmeticUnsorted.test_alignment_non_pandasc C sF t ddgdd gd��}|d }t�d �� t||�|� W d Q R X d S )Ng )r0 r r )r r5 r rm )r r� r7 r\ r r r �test_no_warning� s z+TestFrameArithmeticUnsorted.test_no_warningc C sL t ddgdd gd��}|d }tjtdd�� t||�|d� W d Q R X d S )Ng )r0 r r z takes 2 positional arguments)r> r )r rB rC rO rm )r r� r7 r\ r r r �test_dunder_methods_binary� s z6TestFrameArithmeticUnsorted.test_dunder_methods_binaryc C sj t jddd��dd�}t jdtd�}t|�}|�� |d< |�t�}||� � }||� � }t � ||� d S )Nr� r� )r rT )rT rU z0.X) r r{ r| r� �intr r� r& r� Zmeanr5 r6 )r rf ro r� rP rQ rR r r r �test_align_int_fill_bug� s z3TestFrameArithmeticUnsorted.test_align_int_fill_bugN) r, r- r. r+ r- rB r� r� rn r� r� r� r r0 �filterwarningsr2 rB rE rK rQ rT rZ r\ r_ rc rg rh rn rs rt ru rw r r r r r# sD F <X% O1:;r# c C sP t ddddgi�} t dddgd�}| | }t dtjdtjgi�}t�||� d S )Nr0 r rU r[ )rL g �?)r r r� r5 r6 )rq rr rQ rR r r r �test_pow_with_realignment� s ry c C st t dtjtjtjgi�} t ddddgi�}t ddddgi�}| | }t�||� | d |d }t�||d � d S )Nr0 r g �?)r r r� r5 r6 r� )rq rr rR rQ r r r �test_pow_nan_with_zero� s rz c C s� t tj�ddd�dddgd�} tdd d gdddgd �}| �d �|�d ��d d � }t || jdd�}| �d�}|| }t � ||� ||�d� }t � ||� d S )Nr r� )rT rz rW r\ rt )r= rU r[ rz )rL r� r� ZInt64)r= r ) r r r? r] r Zto_numpyr| r= r& r5 r6 )r7 r� rR Zdf_earQ r r r �&test_dataframe_series_extension_dtypes� s r{ c s� t j�ddd�} t| �}|�� }t j|jddddgf< |�� }t j|jddgf< |�� }t j|jdt �dd�f< |�� }t j|jdt �d d�f< xP||f||f||fgD ]6\� �� � }t� �fd d �� jD ��}t � ||� q�W d S ) Nr i� )r� rT rU rz r� r� r[ r< c s i | ]}� | �| |�qS r r )rG r� )rq rr r r rK � s z6test_dataframe_blockwise_slicelike.<locals>.<dictcomp>) r r? r] r r% r� r� r{ r= r5 r6 )r� r� rP r� Zdf4Zdf5r9 rR r )rq rr r �"test_dataframe_blockwise_slicelike� s r| z df, col_dtypeg �?g @g @g @�ab)r= r� r\ r� c C sT t dtjgdtjggtd�d�}|�d|i�}| tdgtd�d� }t�||� d S ) Ng g @r} )r= r\ g �rW )rL )r r r� rA r& r r5 r6 )r7 Z col_dtyperR rQ r r r �/test_dataframe_operation_with_non_numeric_types� s r~ c C s` t dggdgd�} t dddggdddgd�}| | }t tjddggdddgd�}t�||� d S )Nr r5 )r� r= r4 )r= )r r r� r5 r6 )r� rP rQ rR r r r �"test_arith_reindex_with_duplicates� s r �to_addrU c C sr t ddgddgd��}dt| d �� d�}tjt|d�� || W d Q R X tjt|d�� | | W d Q R X d S )NrU r[ )rI rJ zUnable to coerce list of r z to Series/DataFrame)r> )r r' rB rC rD )r� r7 rE r r r �"test_arith_list_of_arraylike_raise s r� c C sX t ddddgi�} | d }|j}|d7 }|j|ks6t�t ddddgi�}t�| |� d S )Nr0 rU r[ rz r< )r Z_valuesrv r5 r6 )r7 rN �valsrR r r r �%test_inplace_arithmetic_series_update s r� c C s� t dggdgtjdgdggddgd�d�} t dggdgtdgdd�d�}t dggdgtjdgdggddgd�d�}| | }t�||� dS ) zP Regression test for: https://github.com/pandas-dev/pandas/issues/33765 rU rW r r\ )r7 )rL r= )r@ N)r r r> r r5 r6 )r� rP rR rQ r r r �!test_arithemetic_multiindex_align s r� c C sF t dtd�td��} | d }t t�d�td�td��}t�||� d S )NTr} �cdg �?)r[ r[ )r rA r r� r5 r6 )r7 rQ rR r r r �test_bool_frame_mult_float2 s r� )<� collectionsr r rn rU �numpyr rB r( Z pandas.util._test_decorators�utilZ_test_decoratorsr Zpandasr^ r r r r Zpandas._testingZ_testingr5 Zpandas.core.commonrp �commonr/ Zpandas.core.computationr r Z#pandas.core.computation.expressionsr r Zpandas.tests.frame.commonr r Zfixturer r r/ r� r� r� r r r� rx r" r# ry rz r{ r| r� rA r~ r r� r� r� r� r r r r �<module> s` 1 B h @ $ , 8
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