
    g}j                        d Z ddlmZ ddlZddlZddlmZ ddlZddl	m
Z
  ee      j                         j                  Zedz  ZdZddZdd	Zdd
Zedk(  r e        yy)z=Aggregate geometry, topology, silhouette, and deliverable QA.    )annotationsN)Path)Imagefinal)topfrontsideheroz	back-heroobliquec                    t        j                  t        j                  |       j	                  d      t         j
                        }t        j                  |d      dk  S )NRGB)dtype   )axis   )npasarrayr   openconvertuint8mean)pathimages     /.runtime/model-denoise-research/verify_final.py
silhouetter      s@    JJuzz$'//6bhhGE775q!C''    c                   t        j                         }| j                  d      5 t        fdd      D ]  }|j	                  |        	 d d d        |j                         S # 1 sw Y   |j                         S xY w)Nrbc                 &     j                  d      S )Ni   )read)streams   r   <lambda>zsha256.<locals>.<lambda>   s    &++k": r   r   )hashlibsha256r   iterupdate	hexdigest)r   digestchunkr!   s      @r   r$   r$      sq    ^^F	4 !F:C@ 	!EMM% 	!! ! s   &A&&A>c                    t        j                  t        dz  dz  j                               } | d   d   }|d   }i }d}d}t        D ]  }t        t        dz  dz  d	| d
z        }t        t        dz  dz  d| d
z        }t        t        j                  ||z              }	t        t        j                  ||z              }
t        t        j                  ||z              }||z  }||
z  }t        |	t        |
d      z        |t        |t        |
d      z        d||<    i }t        t        j                  d            D ]  }|j                  d      }|j                         r#t        j                  |j                               ni }t!        |      |j#                         j$                  t'        |      |j)                  d      |j)                  d      d||j*                  <    d| d   dk(  | d   dk(  |d   dk(  |d   dk  t-        |d         dk  t-        |d         dk  |d   dkD  d |t        |d      z  z
  d!kD  d"	}d#| d$   || d%   | d&   t        d |t        |d      z  z
        |d'||t/        |j1                               d(	}t        d)z  }|j3                  t        j4                  |d*+      d,-       t7        t        j4                  |d*+             |d.   st9        d*      y )/Nzcyclic-originalzcyclic-metrics.jsonvariantszcycle-balancedmetricsr   masksoriginalz	original-z.pngmasterzmaster-   )iouchanged_pixelschanged_fraction_of_unionz*.glbz.jsonvertices	triangles)r   bytesr$   r4   r5   TiX~ i, flipped_facesdisplacement_max_pct_diagonalg?volume_change_pctgMbP?surface_area_change_pctg?reflection_improvement_pctg      (@g      ?g+?)	)topology_connectivity_unchanged_in_master$master_vertex_count_matches_original&master_triangle_count_matches_originalno_flipped_faces)max_displacement_under_0_025_pct_diagonalvolume_change_under_0_001_pct"surface_area_change_under_0_05_pct&reflection_metric_improves_over_12_pct#aggregate_silhouette_iou_over_0_999zGcyclic guided face-normal filtering with trust-region vertex projectioninputtopology%feature_protected_fraction_over_50pct)aggregate_iouviews)	methodmaster_sourcegeometryrF   $protected_vertex_fraction_over_50pctr   fileschecksall_checks_passzverification.jsonr   )indentzutf-8)encodingrP   )jsonloadsROOT	read_textVIEWSr   intr   count_nonzerofloatmaxsortedFINALglobwith_suffixexistsstrstatst_sizer$   getnameabsallvalues
write_textdumpsprint
SystemExit)r,   	candidateshapesilhouettesall_xor	all_unionviewr.   r   intersectionunionxorrN   r   metadata_pathmetadatarO   reportoutputs                      r   mainrz       s+   jj$!225JJUUWXG
#$45Ii E57KGI 
dWnz9ivT<RRS4'>H4d7KKL2++Hu,<=>B$$X%567"""8e#3453U	E156!).sS]/B)C
D
 Euzz'*+ 	
((1<I<P<P<R4::m5578XZIYY[((Tl Z0!k2
dii	
 6:07
0Cw0N29+2F'2Q!/2a75:+6
 6 *-U3F-G)H5)P.1%8Q2R.SVZ.Z278T2U
303gIq@Q6Q0Q
0F" \ )J'0731
 #33y!3D)D#DE 
 v}}/F  ((F
djj2WE	$**VA
&'#$m %r   __main__)r   r   returnz
np.ndarray)r   r   r|   ra   )r|   None)__doc__
__future__r   r#   rS   pathlibr   numpyr   PILr   __file__resolveparentrU   r]   rW   r   r$   rz   __name__ r   r   <module>r      sg    C "      H~&&w@(
EP zF r   