
    bi                         d Z ddlZddlmZ ddlmZ ddlmZm	Z	 ddl
mZ ddlmZ ddlmZ e	ehiZ	 d	 Z G d
 de      Zy)a2  
Copyright 2021 the CVXPY developers

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

    http://www.apache.org/licenses/LICENSE-2.0

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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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    N)hstack)reshape)	PowCone3D	PowConeND)Variable)Canonicalization)Solutionc           	         | j                         \  }}}|j                  }|\  }}|dk(  r|j                  }|j                  }|j                  dk(  r<t	        ||j
                  dfd      }t        j                  ||j
                  df      }|j                  \  }}|dk(  r't        |dddf   |dddf   ||dddf         }	|	g fS t        |dz
  |f      }
g g g g f\  }}}}t        |      D ]  }|j                  |dd|f          |j                  |
dd|f          |j                  ||dz
  |f          |j                  ||          |j                  |
dd|f          |dd|f   }t        j                  |ddd         ddd   }||z  }|j                  |d|dz
           t        |      }t        |      }t        |      }t        |      }t        ||||      }	|	g fS )	z
    con : PowConeND
        We can extract metadata from this.
        For example, con.alpha and con.axis.
    args : tuple of length two
        W,z = args[0], args[1]
       F)order   r   N)shape)get_datavalueTndimr   sizenpr   r   r   rangeappendcumsumr   )conargsalphaaxis_Wznkcan_conr   x_3dy_3dz_3dalpha_3djr_numsr_densr	alpha_p3ds                       c/home/cdr/jupyterlab/.venv/lib/python3.12/site-packages/cvxpy/reductions/cone2cone/exotic2common.pypow_nd_canonr.   %   s    \\^NE4KKEDAqqyCCvv{A{#.

51661+.77DAqAvAadGQq!tWaq!t=6 B;3 AaC8$%'R^"dD(q 
	%AKK#2#q&	"KK!Q$ KK!A#q&	"KK!KK!Q$ 1a4[FYYvdd|,TrT2FAOOAdqsG$
	% d|d|d|8$	
 D$i8 B;    c                   0     e Zd ZeeiZdd fdZd Z xZS )Exotic2Commonc                 L    t         t        |   |t        j                         y )N)problemcanon_methods)superr1   __init__CANON_METHODS)selfr3   	__class__s     r-   r6   zExotic2Common.__init__\   s#    mT+=+F+F 	, 	Hr/   c           	         |j                   D ci c]   }||j                  v r||j                  |   " }}|j                  j                         D ci c]#  \  }}||j                  v r||j                  |   % }}}|i k(  r-t        |j                  |j                  |||j                        S i }|j                  j                         D ]V  \  }}	t        |	t              st        ||   j                  d   |	j                  d   j                  d   z        }
g ||<   t        |	j                  d   j                  d         D ]  }||   j!                  g        ||   d d ||
z  |dz   |
z  f   }t#        |j$                        D ]S  \  }}|t'        |j$                        dz
  k(  r||   dxx   |d   |d   gz  cc<   :||   d   j!                  |d          U ||   d   j!                  |j$                  d   d           t)        j*                  ||         ||<   Y t        |j                  |j                  |||j                        S c c}w c c}}w )Nr   r   r   )id_mapprimal_varscons_id_mapitems	dual_varsr	   statusopt_valattrid2cons
isinstancer   intr   r   r   r   	enumerater   lenr   array)r8   solutioninverse_datavidpvarsorig_iddvarsdvcons_idconsdiv_sizei	tmp_dualsr(   	col_dvarss                  r-   invertzExotic2Common.invert`   sj   ;G;N;N 1C8/// h**3// 1 1 &2%=%=%C%C%E/!Wc8--- (,,S11 / / B; HOOX-=-=ue ' ' )11779 	7MGT$	*uW~33A6$))A,:L:LQ:OOP 7tyy|11!45 	?AwK&&r* %gq!h,Q(@R2R/R SI(1)++(> A9IKK 01 44wKO	!il/KKOwKO229Q<@	A
 wKO**9;;q>"+=>	? "$"W+!6g	7  )9)95% ' 	';1/s   %I(I)N)returnN)	__name__
__module____qualname__r   r.   r7   r6   rV   __classcell__)r9   s   @r-   r1   r1   V   s     	<MH'r/   r1   )__doc__numpyr   cvxpy.atoms.affine.hstackr   cvxpy.atoms.affine.reshaper   cvxpy.constraints.powerr   r   cvxpy.expressions.variabler   !cvxpy.reductions.canonicalizationr   cvxpy.reductions.solutionr	   EXOTIC_CONESr.   r1    r/   r-   <module>rf      sI      , . 8 / > . 	{.b)'$ )'r/   