Ë
    CbºjQ  ã                  ó  — d Z ddlmZ ddlZddlZddlZddlZddlmZ  ee	«      j                  «       j                  d   Zej                  j                  d ee«      «       ddlmZ edz  Zedz  Zdd	„Zed
k(  r e«        yy)z>Merge the 5k GNN runs with the existing graph-size experiment.é    )ÚannotationsN)ÚPathé   )Úgnn_joint_experimentz$results/ME1a_DT_comparison/gnn_jointz)results/ME1a_DT_comparison/gnn_joint_5000c                 ó®  — t        j                  t        dz  j                  «       «      } t        j                  t        dz  j                  «       «      }| d   |d   k7  rt        d«      ‚|d   }|D ]X  }t        |d   z  }t        |j                  z  }t        j                  ||«       t        |j                  t        «      «      |d<   ŒZ |D �ch c]  }|d   ’Œ	 }}| d   D �cg c]  }|d   |vsŒ|‘Œ c}|z   }|D ]  }|j                  dd«       Œ |j                  d	„ ¬
«       || d<   t        dz  j                  t        j                  | d¬«      d¬«       t        dz  j!                  dd¬«      5 }	t#        j$                  |	t'        |d   «      ¬«      }
|
j)                  «        |
j+                  |«       d d d «       t        t,        _        t1        |D �ch c]  }|d   ’Œ	 c}«      }g d¢}t-        j2                  |||«       t-        j4                  |||«       t7        t9        |«      › d|› d�«       y c c}w c c}w # 1 sw Y   Œ‹xY wc c}w )Nzreport.jsonÚepochs_per_fitz2Graph-size fits must use the same number of epochsÚrowsÚ
checkpointÚbudgetÚ	loss_modeÚsoftc                ó&   — | d   | d   | d   | d   fS )Nr   ÚkindÚsetupÚeval_run© )Úrs    úmodels/merge_gnn_budget.pyÚ<lambda>zmain.<locals>.<lambda>"   s   € ˜Q˜x™[¨!¨F©)°Q°w±ZÀÀ:ÁÑOó    )Úkeyé   )Úindentzutf-8)Úencodingz
report.csvÚwÚ )Únewliner   )Ú
fieldnames)ÚmeshÚresidual_geoÚgeo_mlpz rows across z requested graph nodes)ÚjsonÚloadsÚMAINÚ	read_textÚADDEDÚ
ValueErrorÚPROJECTÚnameÚshutilÚcopy2ÚstrÚrelative_toÚ
setdefaultÚsortÚ
write_textÚdumpsÚopenÚcsvÚ
DictWriterÚlistÚwriteheaderÚ	writerowsÚ
experimentÚOUTÚsortedÚmake_figuresÚ	make_htmlÚprintÚlen)ÚreportÚextraÚnew_rowsÚrowÚsourceÚtargetr   Únew_budgetsr	   ÚfhÚwriterÚbudgetsÚkindss                r   ÚmainrJ      s  € Ü�Z‰Zœ Ñ-×8Ñ8Ó:Ó;€FÜ�J‰Jœ Ñ-×8Ñ8Ó:Ó;€EØÐÑ 5Ð)9Ñ#:Ò:ÜÐMÓNÐNØ�V‰}€HÛˆÜ˜3˜|Ñ,Ñ,ˆÜ˜Ÿ™Ñ#ˆÜ�‰�V˜VÔ$Ü × 2Ñ 2´7Ó ;Ó<ˆˆLÒð	 ñ
 )1Ó1© 1�1�X“;¨€KÐ1Ø˜f’~ÓH‘~�!¨¨8©¸KÒ)GŠA�~ÑHÈ8ÑS€DÛˆØ�‰�{ FÕ+ð à‡I�IÑO€IÔPØ€Fˆ6�NÜ	ˆMÑ×%Ñ%¤d§j¡j°ÀÔ&BÈWÐ%ÔUÜ
�Ñ
×	#Ñ	# C°Ð	#Ô	4¸Ü—‘ ¬t°D¸±G«}Ô=ˆØ×ÑÔØ×Ñ˜Ô÷ 
5ô „J„NÜ©4Ó0©4 a�a˜“k¨4Ñ0Ó1€GÚ/€EÜ×Ñ˜D '¨5Ô1Ü×Ñ˜˜w¨Ô.Ü	ŒS�‹YˆK�} W IÐ-CÐ
DÕEùò! 2ùÚH÷ 
5Ð	4üò
 1s%   ÃH<Ã&IÃ3IÅ7AIÇIÉIÚ__main__)ÚreturnÚNone)Ú__doc__Ú
__future__r   r3   r"   r*   ÚsysÚpathlibr   Ú__file__ÚresolveÚparentsr(   ÚpathÚinsertr,   Úmodelsr   r8   r$   r&   rJ   Ú__name__r   r   r   Ú<module>rY      s€   ðá DÝ "ã 
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-€Ø ‡�‡��‘3�w“<Ô  Ý 5àÐ7Ñ7€ØÐ=Ñ=€óFð< ˆzÒÙ…Fð r   