
    Ti                     (    d Z ddlmZmZ ddlZd ZdS )a  
This module calculates the reduction ratio for trust-region methods.

Translated from Zaikun Zhang's modern-Fortran reference implementation in PRIMA.

Dedicated to late Professor M. J. D. Powell FRS (1936--2015).

Python translation by Nickolai Belakovski.
   )	DEBUGGINGREALMAX    Nc                    t           r|dk    sJ t          j        |           r	t           }nt          j        |          s|dk    r| dk    r|dz  }njt           }nat          j        |          rt          j        |           rd}n6t          j        |          rt          j        |           r	t           }n| |z  }t           rt          j        |          rJ |S )zh
    This function evaluates the reduction ratio of a trust-region step, handling inf/nan properly.
    r      r   )r   npisnanr   isposinfisneginf)aredpredrshrinkratios       w/var/www/development/aibuddy-work/election-extract/venv/lib/python3.11/site-packages/scipy/_lib/pyprima/common/ratio.pyredratr      s      !|||| 
x~~ 	$ 4199 !88AIEE HEE	T		 r{400 	T		 r{400 T	  #8E??"""L    )__doc__constsr   r   numpyr   r    r   r   <module>r      sN     ' & & & & & & &    ( ( ( ( (r   