
    bi"                        d dl mZ d dlZd dlZd dlmZmZ d dlmZm	Z	m
Z
mZmZmZ d dlmZmZ d dlmZmZ d dlmZmZ d dlmZ d d	lmZ d
 Zd Zd Zd Zd Zd Z d Z!d Z"d Z#y)    annotationsN)HLGExpr_ExprSequence)DataNodeDependenciesMappingTaskTaskReffuse_linear_task_specresolve_aliases)	blockwiseoptimize_blockwise)flattenreverse_dict)HighLevelGraphMaterializedLayer)tokenize)ensure_dictc                 X   ddl m}   | j                  ddd i      } | j                  ddd i      } | j                  ddd i      }t        t	        |            t        t	        |            k7  sJ t        t	        |            t        t	        |            k7  sJ t        t	        |            t        t	        |            k7  sJ t	        |      t	        |      t	        |      fD ]A  }t        t        j                  t        j                  |                  t        |      k(  rAJ  y )Nr   )r   xfoobary)dask.highlevelgraphr   from_collectionsr   r   pickleloadsdumps)r   dskdsk2dsk3exprs        R/home/cdr/jupyterlab/.venv/lib/python3.12/site-packages/dask/tests/test_hlgexpr.pytest_tokenizer$      s     3
).
)
)#t}
=C*>**3>D*>**3>DGCL!Xgdm%<<<<GCL!Xgdm%<<<<GDM"hwt}&==== wt}gdm< LV\\$%789Xd^KKKL    c           	         t        |       } t        t        |            }t        | |      } t	        | |t        t        |                   S N)r   listr   r   r   r   r   r   keyss     r#   	optimizerr+   ,   sG    
c
CD
T
*C(-. r%   c                    t        | |      S r'   )r+   r)   s     r#   
optimizer2r-   7   s    S$r%   c                      y r'    )argskwargss     r#   funcr2   ;   s    r%   c                 >   t        dt        dt        dd      i      ix} dt               ix}      }dt        dt	        dt
        t        d            i      i}|j                  |        ddhi}|j                  |       t        ||      }dt        dt	        dt
        t        d            i      i}|j                  |        ddhi}|j                  |       t        ||      }t        |t        dg	      }	t        |t        dg	      }
t        |t        dg	      }|	j                         j                         j                         }t        |t              sJ t        |      dk(  sJ d|v sJ |d   |j                   d   d   u sJ |
j                         j                         j                         }t        |t              sJ t        |      dk(  sJ d|v sJ |d   |j                   d   d   k7  sJ t#        ||
      j                         j                         }|j%                         }t        |      d
k(  sJ |j                         }t        |t              sJ i }|j                  t'        t)        |j                   j+                                     j,                         |j                  t'        t)        |j                   j+                                     j,                         |j                  t'        t)        |j                   j+                                     j,                         ||k(  sJ t        |t.        dg	      }t#        ||
      j                         j                         j                         }d|vsJ t        |      d
k(  sJ y )Nxlayerr      dependenciesylayerr   zlayerzlow_level_optimizeroutput_keys   )r   r   r   setr	   r2   r
   updater   r+   finalize_computeoptimize__dask_graph__
isinstancedictlenlayersr   __dask_keys__nextitervaluesmappingr-   )r4   xdepshlgxr8   ydepshlgyr9   zdepshlgzhlgexprxhlgexpryhlgexprzdskxdsky
expryz_optkeys_yzdskyzexpectedhlgexprz_different_optimizerdskyz2s                       r#   test_hlg_expr_sequence_finalizer^   ?   sI   .Xc15E/FGHH (#%00eD )3S$0M*NOPF
MM&z"E	LL&u5D)3S$0M*NOPF
MM&z"E	LL&u5D%EH
 %EH
 %EH
 $$&//1@@BDdD!!!t9>>$;;9H-c2222$$&//1@@BDdD!!!t9>>$;;9H-c2222x2CCENNPJ&&(Gw<1%%'EeT"""HOODdkk00234<<=OODdkk00234<<=OODdkk00234<<=H#*&E$  	2H=							  fv;!r%   c                 Z   dt        dt        dd      i      i} dt               i}dt        dt        dt        t        d            i      i}|j                  |        ddhi}|j                  |       t        ||      }dt        dt        dt        t        d            i      i}|j                  |        ddhi}|j                  |       t        ||      }t        |t        dgdgg	      }t        |t        dgg	      }	t        |	|      }
dggdgdggg}|
j                         |k(  sJ |
j                         j                         |k(  sJ t        |t        dgg	      }	t        |	|      }
|
j                         |k(  sJ |
j                         j                         |k(  sJ y )
Nr4   r   r5   r8   r   r6   r9   r:   r;   )r   r   r?   r	   r2   r
   r@   r   r   r+   r   rH   rB   r-   )r4   rM   r8   rO   rP   r9   rQ   rR   rT   rU   r"   r[   s               r#   "test_hlg_expr_sequence_nested_keysr`      s   )3a0@*ABCFsuE)3S$0M*NOPF
MM&z"E	LL&u5D)3S$0M*NOPF
MM&z"E	LL&u5D%USENH
 %UGH
 8,D3%#(H8+++==?((*h666
 &UGH
 8,D8+++==?((*h666r%   c                L   i }| j                   j                         D ]*  }|j                  s|j                  |j                         , t	        | |      }|j                         D ci c]  \  }}| d| }}}t        dt        ||      idt               i      S c c}}w )N
-optimizedfusedr   )rG   r7   )	rG   rK   r   r@   r+   itemsr   r   r?   )r   r*   annotslayeroutkeyvals          r#   optimizer_with_annotationsrj      s    F""$ -MM%++,- C
C3699;
?xsCcU*s"
?C
?*3FCDsu%  @s   )B c                    dt        dt        dd      iddi      i} dt               i}dt        dt        dt        t        d            i      i}|j                  |        ddhi}|j                  |       t        ||      }d	t        d
t        d
t        t        d            i      i}|j                  |        d	dhi}|j                  |       t        ||      }t        |dgdgg      }t        |d
gg      }	t        |	|      }
dddii}|	j                         |k(  sJ |	j                         j                         |k(  sJ |
j                         |k(  sJ |
j                         j                         |k(  sJ d }t        ||dgdgg      }t        ||d
gg      }	t        |	|      }
dddii}|	j                         |k(  sJ |	j                         j                         |k(  sJ dt        d      D ci c]  }| dd
 c}i}t        j                  t        d      5  |
j                          ddd       |
j                         j                         |k(  sJ yc c}w # 1 sw Y   2xY w)z
    There was an issue where generating annotations would fall back to the HLG
    objects that were not optimized in combination.
    r4   r   r5   r   r   r8   r   r6   r9   r:   )r=   c                \    dt        t        |            vrt        d      t        | |      S )Nr:   Don't optimize me)r(   r   RuntimeErrorrj   r)   s     r#   only_optimize_with_zzQtest_hlg_sequence_uses_annotations_of_optimized_dsk.<locals>.only_optimize_with_z   s,    d74=))233)#t44r%   r;   zz-optimizedxyzrb   rm   )matchN)r   r   r?   r	   r2   r
   r@   r   r   r   __dask_annotations__rB   r(   pytestraisesrn   )r4   rM   r8   rO   rP   r9   rQ   rR   rT   rU   r"   r[   ro   rh   s                 r#   3test_hlg_sequence_uses_annotations_of_optimized_dskru      s    	#S(3*:$;%QRTF suE)3S$0M*NOPF
MM&z"E	LL&u5D)3S$0M*NOPF
MM&z"E	LL&u5DUSENH UGH 8,DQx H((*h666335AAA$$&(222==?//1X===5
 0USENH
 0UGH
 8,Dq)*H((*h666335AAAeE#3%z*A-EFH	|+>	? $!!#$==?//1X=== F$ $s   ?I(+I--I6c            	        t        d ddddddi      } t        d ddddddi      }| |d	}t               d
hd	}t        ||      }t        t	        |            dk(  sJ t        |t              }t        |j                               dk(  sJ t        |j                         j                               dk(  sJ t        |j                         j                         j                               dk(  sJ y )Nc                    | S r'   r/   r   s    r#   <lambda>z+test_hlg_blockwise_fusion.<locals>.<lambda>       ! r%   out1ir   )r>   )	numblocksc                    | S r'   r/   rx   s    r#   ry   z+test_hlg_blockwise_fusion.<locals>.<lambda>  rz   r%   out2)b1b2r      )r<   r>   )
r   r?   r   rF   rE   r   r   rC   rB   rA   )r   r   rG   depshlghlgexprs         r#   test_hlg_blockwise_fusionr      s   	+
B 
4.
B b!FefD 
&CtCy>Qc/ABGw%%'(A---w!0023q888w'')224CCEF!KKKr%   )$
__future__r   r   rs   
dask._exprr   r   dask._task_specr   r   r	   r
   r   r   dask.blockwiser   r   	dask.corer   r   r   r   r   dask.tokenizer   
dask.utilsr   r$   r+   r-   r2   r^   r`   rj   ru   r   r/   r%   r#   <module>r      s_    "   -  9 + A " "L* 	GT'7T
;>|Lr%   