§
    •zâjÚ  ã                   óz  — d Z ddlZddlZddlmZ ddlZ ej        d¦  «         ddlmZ	 ddl
ZddlZej                             d e ee¦  «        j        ¦  «        ¦  «         ddlmZmZmZmZ ddlZddlmZmZ ddlmZ ddlmZmZmZ ed	z  Z ed
z  Z!g d¢Z"dZ#d„ Z$d„ Z%d„ Z&d„ Z'e(dk    r e'¦   «          dS dS )a  Which parts fit their shape: per part and per layer, the shape distance (RMS, each ring's samples to the other's
polyline, both ways) between the sliced ring and the ring given back at the layer centre by (a) the part's full fit (all
degrees of its height basis: what the cut test judges), (b) the descriptor at 6144 atoms (the most it holds), (c) at 1024.
In layer heights. For the parts that miss most, the profile along the part: the sliced and fitted equivalent radius
(sqrt(area / pi)) and the miss per layer. Cut tests: coef (the package) and shape (shape_test.py).
Writes ../report/fit_audit.csv and ../report/img/audit_<object>_<test>.png.

    env -u PYTHONPATH PYTHONWARNINGS=ignore .venv/bin/python ~/code/data/meshes/fcp_2810_partition/scripts/fit_audit.py [objects...]
é    N)ÚPathÚAgg)ÚDEVICEÚOBJÚREPORTÚUP)Ú_heightsÚ_parts)Úcentres)ÚTESTSÚringsÚ
shape_misszfit_audit.csvÚimg)ÚobjectÚtestÚpartÚsignÚh0Úh1ÚnÚdegreeÚfull_maxÚ	full_meanÚ	a6144_maxÚ
a6144_meanÚ	a1024_maxÚ
a1024_meanÚworst_layeré   c                 ó´   — | d         | d         }}d|t          j        |dd¦  «        z  t          j        |dd¦  «        |z  z
                       d¦  «        z  S )z)Signed shoelace area of rings (R, NT, 2).).r   ).é   g      à?éÿÿÿÿr!   )ÚnpÚrollÚsum)ÚRÚxÚys      úC/home/joao/code/data/meshes/fcp_2810_partition/scripts/fit_audit.pyÚarear*   "   sW   € àˆVŒ9�a˜”i€q€AØ�!•b”g˜a  QÑ'Ô'Ñ'­"¬'°!°R¸Ñ*;Ô*;¸aÑ*?Ñ?×DÒDÀQÑGÔGÑGÐGó    c                 óÞ  ‡‡‡‡‡‡‡— i Št           j        Šˆˆfd„}t          |         |ct           _        t           _        	 t	          j        | dt          dt          ¬¦  «        Št          d         ‰ct           _        t           _        n)# t          d         ‰ct           _        t           _        w xY w‰d         \  }}}}‰j        Šd‰z  }t          t          ‰j        ¦  «        d         t          ‰j        ¦  «        d	         z
  ¦  «        Šˆfd
„dD ¦   «         }g }t          |¦  «        D �]½\  }	}
|
d         |
d         z
  dz   Š||	|z  |	dz   |z  …d ‰…f         j                             t          ¦  «        }t          j        ‰‰j        ¦  «        \  }}t#          |                     ‰d‰¦  «        ¦  «        Šd||j        |z  z  i}|                     ¦   «         D ]N\  }}t)          j        ||	|z  |	dz   |z  …         j        ‰¦  «                             t          ¦  «        |d|› �<   ŒOˆˆˆˆfd„|                     ¦   «         D ¦   «         }t-          j        t-          j        t3          ‰¦  «        ¦  «        t,          j        z  ¦  «        }ˆˆfd„|                     ¦   «         D ¦   «         }|                     t9          |	|
‰|j        d         dz
  |||‰¬¦  «        ¦  «         �Œ¿‰|fS )Nc                  ó*   •—  ‰| i |¤Ž‰d<   ‰d         S )NÚout© )ÚaÚkÚcapÚsysfs     €€r)   Úcapturezaudit.<locals>.capture,   s"   ø€ Ø�T˜1�] �]�]ˆˆE‰
Ø�5ŒzÐr+   é   ztracked-fit)ÚatomsÚupÚpartsÚdeviceÚcoefr.   é   r!   r   c                 ó`   •— i | ]*}|‰                      |¦  «                             ¦   «         “Œ+S r/   )Úprefixr:   )Ú.0ÚTÚds     €r)   ú
<dictcomp>zaudit.<locals>.<dictcomp>9   s1   ø€ Ð9Ð9Ð9 qˆQ�—’˜‘”× Ò Ñ"Ô"Ð9Ð9Ð9r+   )r5   i   r   r   Úfullr0   c                 ó‚   •— i | ];\  }}|t          ‰t          |                     ‰d ‰¦  «        ¦  «        ¦  «        ‰z  “Œ<S ©r;   )r   r   Úreshape)r>   r1   ÚvÚKÚlhr   Úsliceds      €€€€r)   rA   zaudit.<locals>.<dictcomp>C   sF   ø€ Ð_Ð_Ð_É$È!ÈQ�•:˜f¥e¨A¯IªI°a¸¸AÑ,>Ô,>Ñ&?Ô&?Ñ@Ô@À2ÑEÐ_Ð_Ð_r+   c                 óÜ   •— i | ]h\  }}|t          j        t          j        t          t	          |                     ‰d ‰¦  «        ¦  «        ¦  «        ¦  «        t           j        z  ¦  «        “ŒiS rD   )r#   ÚsqrtÚabsr*   r   rE   Úpi)r>   r1   rF   rG   r   s      €€r)   rA   zaudit.<locals>.<dictcomp>E   s[   ø€ ÐdÐdÐdÉtÈqÐRSˆq•"”'�"œ&¥¥e¨A¯IªI°a¸¸AÑ,>Ô,>Ñ&?Ô&?Ñ!@Ô!@ÑAÔAÅBÄEÑIÑJÔJÐdÐdÐdr+   )ÚiÚpr   ÚdegÚmissÚr_sÚr_frH   )r
   Úparts_systemr   Úsplit_by_fitÚfcpÚencoder   r   rG   Úfloatr   ÚlayersÚ	enumerater?   ÚastypeÚ
orth_basisÚMr   rE   Úitemsr	   Úcentre_valuesr#   rK   rL   r*   rM   ÚappendÚdictÚshape)Úgr   r4   ÚPÚYÚ_ÚBÚcoefsÚresrN   rO   ÚYsÚQÚfitsr?   ÚCrQ   rR   rS   rG   r2   r@   rH   r   rI   r3   s                      @@@@@@@r)   Úauditrn   (   sê  øøøøøøø€ Ø
€CÝÔ€Dðð ð ð ð ð õ 05°T¬{¸GÐ,…FÔ�Ô,ðGÝŒJ�q ­°=ÍÐPÑPÔPˆå38¸´=À$Ð0�Ô�VÔ0Ð0øµ5¸´=À$Ð0�Ô�VÔ0ÐFÐFÐFÐFØ�U”�J€A€qˆ!ˆQØ	Œ€AØ	ˆA‰€AÝ	�w�q”xÑ Ô  Ô#¥g¨a¬hÑ&7Ô&7¸Ô&:Ñ:Ñ	;Ô	;€BØ9Ð9Ð9Ð9¨LÐ9Ñ9Ô9€EØ
€CÝ˜!‘”ð `ñ `‰ˆˆ1ØˆdŒG�a˜”gÑ Ñ!ˆØˆq�1‰u�a˜!‘e˜q‘[Ð  " 1 "Ð$Ô%Ô'×.Ò.­uÑ5Ô5ˆÝÔ   A¤CÑ(Ô(‰ˆˆ1Ý�r—z’z ! Q¨Ñ*Ô*Ñ+Ô+ˆØ˜˜QœS 2™X™Ð'ˆØ—K’K‘M”Mð 	\ð 	\‰DˆAˆqÝ$Ô2°1°Q¸±U¸AÀ¹EÀQ¹;Ð5FÔ3GÔ3IÈ1ÑMÔM×TÒTÕUZÑ[Ô[ˆD��Q��‰MˆMØ_Ð_Ð_Ð_Ð_Ð_Ð_ÐRV×R\ÒR\ÑR^ÔR^Ð_Ñ_Ô_ˆÝŒg•b”f�T &™\œ\Ñ*Ô*­R¬UÑ2Ñ3Ô3ˆØdÐdÐdÐdÐdÐW[×WaÒWaÑWcÔWcÐdÑdÔdˆØ�
Š
•4˜!˜q A¨1¬7°1¬:¸©>ÀÈ#ÐSVÐ[]Ð^Ñ^Ô^Ñ_Ô_Ð_Ñ_Øˆcˆ6€Ms   Á#B	 Â	&B/c                 ó@  — t          |d„ ¬¦  «        d t          …         }t          j        dt	          |¦  «        dt	          |¦  «        z  dfdd¬¦  «        \  }}t          |¦  «        D �]È\  }}|d	         t          j        |d	         d
         |d	         d         dz   ¦  «        }
}	|d|f         }|                     |
|d         |d         z  ddd¬¦  «         dD ]4\  }}|                     |
|d         |         |d         z  |d|¬¦  «         Œ5| 	                    d|d         › d|	d         dk     rdnd› d|	d
         › d|	d         › d|d         › �
d ¬!¦  «         | 
                    d"d#¬!¦  «         |                     d$¬!¦  «         |d|f         }dD ]+\  }}|                     |
|d%         |         |d|¬¦  «         Œ,|                     t          j        |d         z  d&d'd(d)¬*¦  «         |                     d+¦  «         | 
                    d,d#¬!¦  «         |                     d$¬!¦  «         �ŒÊ|                     | › d-|› d.t	          |¦  «        › d/�d0¬!¦  «         |                     ¦   «          |                     |¦  «         t          j        |¦  «         d S )1Nc                 óD   — | d         d                               ¦   «          S )NrQ   Úa6144©Úmax)Úrs    r)   ú<lambda>zdraw.<locals>.<lambda>K   s   €  q¨¤y°Ô'9×'=Ò'=Ñ'?Ô'?Ð&?€ r+   )Úkeyr;   gš™™™™™@gš™™™™™@éd   F)ÚfigsizeÚdpiÚsqueezerO   r   r   r!   r   rR   rH   zk-gš™™™™™ù?rI   )ÚlwÚlabel))rB   zC0--)rq   zC1-)Úa1024zC2:rS   zpart rN   z (r   ÚholeÚsolidz
), layers Ú-z	, degree rP   é	   )Úfontsizez!equivalent radius (layer heights)é   é   rQ   rt   g333333ã?z--zcut tolerance)Úcolorr{   Úlsr|   Úlayerzshape miss (layer heights)z, cut test z: the z# parts that miss most at 6144 atomsé   )ÚsortedÚSHOWÚpltÚsubplotsÚlenrZ   r#   ÚarangeÚplotÚ	set_titleÚ
set_ylabelÚlegendÚaxhliner
   ÚFIT_TOLÚ
set_xlabelÚsuptitleÚtight_layoutÚsavefigÚclose)Únamer   ri   ÚpathÚworstÚfigÚaxsÚcrt   rO   ÚhÚaxr1   Ústs                 r)   Údrawr£   J   sÕ  € Ý�3Ð?Ð?Ð@Ñ@Ô@ÀÅ$ÀÔG€EÝŒ|˜A�s 5™zœz°C½#¸e¹*¼*Ñ4DÀcÐ3JÐPSÐ]bÐcÑcÔc�H€CˆÝ˜%Ñ Ô ð ñ ‰ˆˆ1Ø�Œv•r”y  3¤¨¤¨q°¬v°d¬|¸aÑ/?Ñ@Ô@ˆ1ˆØ��A�ŒYˆØ
�Š��1�U”8˜a œgÑ% t°¸8ˆÑDÔDÐDØKð 	Að 	A‰EˆAˆrØ�GŠG�A�q˜”x ”{ Q t¤WÑ,¨b°Q¸aˆGÑ@Ô@Ð@Ð@Ø
�ŠÐ}˜Q˜sœVÐ}Ð}°°6´¸Q²° v vÀGÐ}Ð}ÐWXÐY]ÔW^Ð}Ð}ÐabÐcgÔahÐ}Ð}ÐstÐuzÔs{Ð}Ð}ð  IJˆñ  	Kô  	Kð  	KØ
�ŠÐ9ÀAˆÑFÔFÐFØ
�	Š	˜1ˆ	ÑÔÐØ��A�ŒYˆØKð 	8ð 	8‰EˆAˆrØ�GŠG�A�q˜”y ”| R¨A°QˆGÑ7Ô7Ð7Ð7Ø
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Š
•6”> A d¤GÑ+°3¸3À4Èˆ
Ñ_Ô_Ð_Ø
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�	Š	˜1ˆ	ÑÔÐÑØ‡L‚L�DÐ`Ð` TÐ`Ð`µ°U±´Ð`Ð`Ð`Ðkm€LÑnÔnÐnØ×ÒÑÔÐØ‡K‚K�ÑÔÐÝ„Iˆc�N„N€N€N€Nr+   c                  ó"  ‡
‡— t           j        dd …         pt          t          ¦  «        Št                               dd¬¦  «         t                               ¦   «         r5d„ t          j	        t           
                    ¦   «         ¦  «        D ¦   «         ng } ˆfd„| D ¦   «         }‰D �]n}t          j        t          |         d¬¦  «        }dD �]F}t          ||¦  «        \  }}|D ]¬}|d	         Š
|                     t          d(|||d
         |d         d         |d         d         |d         d         |d         |d         dœˆ
fd„dD ¦   «         ¤d|d         d         t!          t#          j        ‰
d         ¦  «        ¦  «        z   i¤Ž¦  «         Œ­t'          |||t          d|› d|› d�z  ¦  «         t)          |d›d|d›dt+          |¦  «        d›dt-          d„ |D ¦   «         ¦  «        d ›d!t-          d"„ |D ¦   «         ¦  «        d ›d#�
d¬$¦  «         �ŒH�Œpt           
                    d%d&¬'¦  «        5 }t          j        |t0          ¦  «        }	|	                     ¦   «          |	                     |¦  «         d d d ¦  «         d S # 1 swxY w Y   d S ))Nr!   T)ÚparentsÚexist_okc                 ó   — g | ]}|‘ŒS r/   r/   ©r>   rt   s     r)   ú
<listcomp>zmain.<locals>.<listcomp>e   s   € Ð
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1r+   c                 ó(   •— g | ]}|d          ‰v¯|‘ŒS )r   r/   )r>   rt   Únamess     €r)   r©   zmain.<locals>.<listcomp>f   s'   ø€ Ð7Ð7Ð7�!˜a œk°Ð6Ð6ˆAÐ6Ð6Ð6r+   Úmesh)Úforce)r:   rb   rQ   rN   rO   r   r   r   r   rP   )r   r   r   r   r   r   r   r   c                 ó¸   •— i | ]V}d t           j        fdt           j        ffD ]7\  }}|› d|› �t          t	           |‰|         ¦  «        ¦  «        d¦  «        “Œ8ŒWS )rs   Úmeanrf   é   )r#   rs   r¯   ÚroundrX   )r>   r1   ÚsÚfÚms       €r)   rA   zmain.<locals>.<dictcomp>o   s„   ø€ ð $Vð $Vð $VÈQØ27½¼°À6Í2Ì7ÐBSÐ0Tð$Vð $VÙ(,¨¨1ð () J J¨1 J Jµµe¸A¸A¸aÀ¼d¹G¼G±n´nÀaÑ0HÔ0Hð $Vð $Vð $Vð $Vr+   )rB   rq   r}   r   rq   Úaudit_rf   z.pngÚ16sÚ Ú5sz parts=Ú3dz  worst full c              3   óV   K  — | ]$}|d          d                               ¦   «         V — Œ%dS )rQ   rB   Nrr   r¨   s     r)   ú	<genexpr>zmain.<locals>.<genexpr>s   s:   è è € ÐMsÐMsÐjkÈaÐPVÌiÐX^ÔN_×NcÒNcÑNeÔNeÐMsÐMsÐMsÐMsÐMsÐMsr+   z.2fz  worst 6144 c              3   óV   K  — | ]$}|d          d                               ¦   «         V — Œ%dS )rQ   rq   Nrr   r¨   s     r)   r»   zmain.<locals>.<genexpr>t   s7   è è € Ð%LÐ%LÀ1 a¨¤i°Ô&8×&<Ò&<Ñ&>Ô&>Ð%LÐ%LÐ%LÐ%LÐ%LÐ%Lr+   z layer heights)ÚflushÚwÚ )Únewliner/   )ÚsysÚargvÚlistr   ÚIMGÚmkdirÚOUTÚexistsÚcsvÚ
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DictWriterÚFIELDSÚwriteheaderÚ	writerows)ÚoldÚrowsrš   rc   r   r@   ri   rt   r³   r¾   r´   r«   s             @@r)   ÚmainrÖ   b   sc  øø€ ÝŒH�Q�R�RŒLÐ%�D¥™IœI€EÝ‡I‚I�d T€IÑ*Ô*Ð*Ý58·Z²Z±\´\Ð
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�Š�#˜rˆÑ	"Ô	"ð  aÝŒN˜1�fÑ%Ô%ˆØ	�Š‰ŒˆØ	�Š�DÑÔÐðð ð ñ ô ð ð ð ð ð ð ð øøøð ð ð ð ð ð s   È3AJÊJÊJÚ__main__))Ú__doc__rÈ   rÁ   Úpathlibr   Ú
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