B
    3RcS9                 @   s  d Z ddlZddlZddlmZ ddlmZ ddlmZmZ e	 Z
ddddgZdFd
dZdGddZdddddddddg	ZdHddZejZdddddddddddgZdId d!ZejZd"d#dd$d%d&dd'dddddgZdJd(d)ZejZd*d+ Ze  dKd,d-Zd.e_d/d0 Zeje_dLd2d3ZdMd4d5Zd.e_d6d0 Zeje_e d7krd8d9d:d;d<d=d>gZ!d?d@gZ!xXe!D ]PZ"e#e"Z$e%dAe" e%dBdCdD ee$D  e%dBdEdD ee$D  e%  qdW dS )Nz Exposes functionality for MOE-like approximate molecular surface area
descriptors.

  The MOE-like VSA descriptors are also calculated here

    N)Chem)Crippen)rdPartialChargesrdMolDescriptorsg?g?g333333?   c             C   sX   |s,y
| j }W n tk
r"   Y n
X |r,|S t| |}|\}}|gt| }|| _ |S )z *Internal Use Only*
    helper function for LabuteASA calculation
    returns an array of atomic contributions to the ASA

  **Note:** Changes here affect the version numbers of all ASA descriptors

  )_labuteContribsAttributeErrorr   Z_CalcLabuteASAContribslist)mol	includeHsforceresZtplZatsZhsVi r   1lib/python3.7/site-packages/rdkit/Chem/MolSurf.py_LabuteHelper   s    
r   c             C   sZ  ddl }|s8y
| j}W n tk
r*   Y nX | r8|S |  }t|d d}t|d d}td|d< x,t	|D ] }t| 
| ||d < qxW x|  D ]}	|	 d }
|	 d }||
 }|| }|	 s|| t|	   }n|| td  }ttt|| ||| }||
  || || d |  7  < ||  || || d |  7  < qW |rd}|| }xt	d|d D ]z}|| }|| }ttt|| ||| }||  || || d |  7  < ||  || || d |  7  < qW xFt	|d D ]6}|| }d|j |d  |j| ||   ||< qW || _|S )z *Internal Use Only*
    helper function for LabuteASA calculation
    returns an array of atomic contributions to the ASA

  **Note:** Changes here affect the version numbers of all ASA descriptors

  r   Nr   d      )mathr   r   allGetNumAtomsnumpyzerosptableZGetRb0rangeGetAtomWithIdxGetAtomicNumGetBondsZGetBeginAtomIdxZGetEndAtomIdxGetIsAromaticbondScaleFactsGetBondTypeminmaxabsZpi)r
   r   r   r   r   ZnAtsr   ZradsibondZidx1Zidx2ZRiZRjZbijZdijjr   r   r   _pyLabuteHelper6   sN    
 $($*.r(   gp=
ף?gQ?gQ@g@g      @gffffff@g
ףp=
@gffffff@g      @c             C   s   |s0y
| j }W n tk
r"   Y nX | r0|S |dkr<t}t  tj| |d}t| }t	t
|d d}xPtt
|D ]@}|| }||d  }	|dk	r|t||d }
||
  |	7  < q|W || _ |S )z *Internal Use Only*
  N)r   r   r   )Z_smrVSAr   r   mrBinsr   _Init_GetAtomContribsr   r   r   lenr   bisectbisect_right)r
   binsr   r   propContribsvolContribsansr%   propvolbin_r   r   r   
pySMR_VSA_x   s*    
r6   gٿgɿg333333?g      ?g?g      ?g333333?c             C   s   |s0y
| j }W n tk
r"   Y nX | r0|S |dkr<t}t  tj| |d}t| }t	t
|d d}xPtt
|D ]@}|| }||d  }	|dk	r|t||d }
||
  |	7  < q|W || _ |S )z *Internal Use Only*
  N)r   r   r   r   )Z	_slogpVSAr   r   logpBinsr   r*   r+   r   r   r   r,   r   r-   r.   )r
   r/   r   r   r0   r1   r2   r%   r3   r4   r5   r   r   r   pySlogP_VSA_   s*    
r8   g333333ӿg      пg333333ÿggg?c          	   C   s  |s0y
| j }W n tk
r"   Y nX | r0|S |dkr<t}t  t|  g }xJ|  D ]>}|	d}yt
|}W n tk
r   d}Y nX || q\W t| }tt|d d}	xLtt|D ]<}
||
 }||
d  }|dk	rt||}|	|  |7  < qW |	| _ |	S )z *Internal Use Only*
  NZ_GasteigerChargeg        r   r   )Z_peoeVSAr   r   chgBinsr   r*   r   ZComputeGasteigerChargesZGetAtomsZGetPropfloat
ValueErrorappendr   r   r   r,   r   r-   r.   )r
   r/   r   r   r0   Zatpvr1   r2   r%   r3   r4   r5   r   r   r   pyPEOE_VSA_   s:    



r?   c              C   sf  x|t ttD ]l} | fdd}| dkrHd| d t| d  t|  f |_nd| d t|  f |_d| d  }d|_|t |< qW | d7 } | fd	d}d
| d t| d  f |_d|_d| d  }|t |< x~t ttD ]n} | fdd}| dkrd| d t| d  t|  f |_nd| d t|  f |_d| d  }d|_|t |< qW | d7 } | fdd}d| d t| d  f |_d|_d| d  }|t |< xt ttD ]p} | fdd}| dkrd| d t| d  t|  f |_nd| d t|  f |_d| d  }d|_|t |< qW | d7 } | fdd}d|_d| d t| d  f |_d| d  }|t |< d }d S )Nc             S   s   t | dd| S )Nr   )r   )SMR_VSA_)xyr   r   r   <lambda>       z%_InstallDescriptors.<locals>.<lambda>r   z/MOE MR VSA Descriptor %d (% 4.2f <= x < % 4.2f)r   z,MOE MR VSA Descriptor %d (-inf < x < % 4.2f)z	SMR_VSA%dz1.0.1c             S   s   t | dd| S )Nr   )r   )r@   )rA   rB   r   r   r   rC      rD   z,MOE MR VSA Descriptor %d (% 4.2f <= x < inf)c             S   s   t | dd| S )Nr   )r   )
SlogP_VSA_)rA   rB   r   r   r   rC     rD   z1MOE logP VSA Descriptor %d (% 4.2f <= x < % 4.2f)z.MOE logP VSA Descriptor %d (-inf < x < % 4.2f)zSlogP_VSA%dc             S   s   t | dd| S )Nr   )r   )rE   )rA   rB   r   r   r   rC     rD   z.MOE logP VSA Descriptor %d (% 4.2f <= x < inf)c             S   s   t | dd| S )Nr   )r   )	PEOE_VSA_)rA   rB   r   r   r   rC     rD   z3MOE Charge VSA Descriptor %d (% 4.2f <= x < % 4.2f)z0MOE Charge VSA Descriptor %d (-inf < x < % 4.2f)z
PEOE_VSA%dc             S   s   t | dd| S )Nr   )r   )rF   )rA   rB   r   r   r   rC     rD   z0MOE Charge VSA Descriptor %d (% 4.2f <= x < inf))r   r,   r)   __doc__versionglobalsr7   r9   )r%   fnnamer   r   r   _InstallDescriptors   s\    




rL   c             C   s   t | |d}t|S )z calculates Labute's Approximate Surface Area (ASA from MOE)

    Definition from P. Labute's article in the Journal of the Chemical Computing Group
    and J. Mol. Graph. Mod.  _18_ 464-477 (2000)

  )r   )r   sum)r
   r   r   r   r   r   pyLabuteASA+  s    rN   z1.0.1c              O   s   t j| |S )N)r   ZCalcLabuteASA)rA   rB   r   r   r   rC   9  rD   rC   Fc             C   s  dg|    }xzt|   D ]h}| |}| }|dkr| }| }|d}| }	| }
d}d}d}d}x|	D ]}|	|}| dkr|
 r|d7 }nH| }|tjjkr|d7 }n*|tjjkr|d7 }n|tjjkr|d7 }q~|
d8 }
|d7 }q~W d}|dkrJ|
dkr|dkrD|dkrD|dkrDd}n|dkrh|dkrh|dkrhd}nj|d	kr|dkr|dkrd
}nF|d	kr|dkr|dkrd}n"|dkr|dkr|dkrd}nD|
d	kr^|dkr|dkr|dkr|dkrd}q|dkr@|dkr@|dkr@|dkr@d}q|dkrp|d	krp|dkrp|sjd}nd}n|dkr|dkr|dkr|dkrd}n|dkr|dkr|dkr|dkrd}n|d	kr|d	kr|dkrd}nj|dkr|d	kr|dkrd}nF|dkr8|d	kr8|dkr8d}n"|dkr|d	kr|dkrd}n|
dkr|dkr|dkr|dkr|sd}nd}q|dkr|dkr|d	kr|dkrd}q|dkr|d	kr|dkr|dkrd}n|dkr|dkr|dkrd}n|dkr@|dkr@|dkr@d}n|dkrn|dkrn|d	krn|dkrnd}n~|dkr|dkr|d	kr|dkrd}nP|dkr|dkr|dkrd}n,|dkr|dkr|d	kr|dkrd}n,|
d kr|dkr|d kr|dkrd!}|d!k rRd"|
d#  |d$  }|d!k rRd!}n|d%krR|
dkr|dkr|dkr|dkrd&}nF|dkr|dkr|dkrd'}n"|dkr&|dkr&|dkr&d(}n\|
d	kr&|dkr|d	kr|dkr|sd)}nd*}n"|dkr&|d	kr&|dkr&d+}|d!k rRd,|
d-  |d$  }|d!k rRd!}|r|td.| | |||||||| ||| < qW |S )/a   DEPRECATED: this has been reimplmented in C++
  calculates atomic contributions to a molecules TPSA

   Algorithm described in:
    P. Ertl, B. Rohde, P. Selzer
     Fast Calculation of Molecular Polar Surface Area as a Sum of Fragment-based
     Contributions and Its Application to the Prediction of Drug Transport
     Properties, J.Med.Chem. 43, 3714-3717, 2000

   Implementation based on the Daylight contrib program tpsa.c

   NOTE: The JMC paper describing the TPSA algorithm includes
   contributions from sulfur and phosphorus, however according to
   Peter Ertl (personal communication, 2010) the correlation of TPSA
   with various ADME properties is better if only contributions from
   oxygen and nitrogen are used. This matches the daylight contrib
   implementation.

  r   )         r   rO   g
ףp=7@g7@r   gQ:@gףp=
9@gp=
ף;@gQ(@g333333+@g(\(@gq=
ף5@gq=
ףp@gq=
ף+@g\(0@gHz)@gGz/@gHzG,@gQ	@gGz@g\(\'@g(\@gp=
ף@gQ@gHz @gffffff@g
ףp=
@r   g        g     >@gffffff @g      ?rP   gR1@g{G:4@g(\7@g(\u"@g(\)@gHzG*@g     <@g333333!@	)r   r   r   r   ZGetTotalNumHsZGetFormalChargeZIsInRingSizer   Z	GetDegreeZGetOtherAtomr   r!   r   ZBondTypeZSINGLEZDOUBLEZTRIPLEprintZGetIdxZ	GetSymbol)r
   verboser   r%   ZatomZatNumZnHsZchgZin3RingZbondsZnumNeighborsZnSingZnDoubZnTripZnAromr&   ZotherAtorderZtmpr   r   r   _pyTPSAContribs=  s    










((((
(((((







rW   c             C   s*   t | |d}d}x|D ]}||7 }qW |S )a   DEPRECATED: this has been reimplmented in C++
   calculates the polar surface area of a molecule based upon fragments

   Algorithm in:
    P. Ertl, B. Rohde, P. Selzer
     Fast Calculation of Molecular Polar Surface Area as a Sum of Fragment-based
     Contributions and Its Application to the Prediction of Drug Transport
     Properties, J.Med.Chem. 43, 3714-3717, 2000

   Implementation based on the Daylight contrib program tpsa.c
  )rU   g        )rW   )r
   rU   Zcontribsr   Zcontribr   r   r   _pyTPSA  s
    
rX   c              O   s   t j| |S )N)r   ZCalcTPSA)rA   rB   r   r   r   rC     rD   __main__CZCCZCCCZCCCCZCOZCCOZCOCzC(=O)OZc1ccccc1z-----------
zP:c             C   s   g | ]}d | qS )z% 4.2fr   ).0rA   r   r   r   
<listcomp>  s    r\   c             C   s   g | ]}d | qS )z% 4.2fr   )r[   rA   r   r   r   r\     s    )r   r   )r   r   )Nr   )Nr   )Nr   )r   )F)F)&rG   r-   r   Zrdkitr   Z
rdkit.Chemr   r   r   ZGetPeriodicTabler   r    r   r(   r)   r6   r@   r7   r8   rE   r9   r?   rF   rL   rN   rH   Z	LabuteASAZ_CalcLabuteASA_versionrW   rX   ZTPSAZ_CalcTPSA_version__name__ZsmisZsmiZMolFromSmilesmrT   r   r   r   r   <module>   sN   
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