Source code for mpdaf.obj.fitting

# -*- coding: utf-8 -*-
"""
Copyright (c) 2010-2018 CNRS / Centre de Recherche Astrophysique de Lyon
Copyright (c)      2018 Simon Conseil <simon.conseil@univ-lyon1.fr>

All rights reserved.

Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are met:

1. Redistributions of source code must retain the above copyright notice, this
   list of conditions and the following disclaimer.

2. Redistributions in binary form must reproduce the above copyright notice,
   this list of conditions and the following disclaimer in the documentation
   and/or other materials provided with the distribution.

3. Neither the name of the copyright holder nor the names of its contributors
   may be used to endorse or promote products derived from this software
   without specific prior written permission.

THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
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OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
"""

import logging

__all__ = ('Gauss1D', 'Gauss2D', 'Moffat2D')


[docs]class Gauss1D: """This class stores 1D Gaussian parameters. Attributes ---------- cont : float Continuum value. fwhm : float Gaussian fwhm. lpeak : float Gaussian center. peak : float Gaussian peak value. flux : float Gaussian integrated flux. err_fwhm : float Estimated error on Gaussian fwhm. err_lpeak : float Estimated error on Gaussian center. err_peak : float Estimated error on Gaussian peak value. err_flux : float Estimated error on Gaussian integrated flux. chisq : float minimization process info (Chi-sqr) dof : float minimization process info (number of points - number of parameters) """ def __init__(self, lpeak, peak, flux, fwhm, cont, err_lpeak, err_peak, err_flux, err_fwhm, chisq, dof): self.cont = cont self.fwhm = fwhm self.lpeak = lpeak self.peak = peak self.flux = flux self.err_fwhm = err_fwhm self.err_lpeak = err_lpeak self.err_peak = err_peak self.err_flux = err_flux self.chisq = chisq self.dof = dof
[docs] def copy(self): """Copy Gauss1D object in a new one and returns it.""" return Gauss1D(self.lpeak, self.peak, self.flux, self.fwhm, self.cont, self.err_lpeak, self.err_peak, self.err_flux, self.err_fwhm, self.chisq, self.dof)
[docs] def print_param(self): """Print Gaussian parameters.""" info = logging.getLogger(__name__).info info('Gaussian center = %g (error:%g)', self.lpeak, self.err_lpeak) info('Gaussian integrated flux = %g (error:%g)', self.flux, self.err_flux) info('Gaussian peak value = %g (error:%g)', self.peak, self.err_peak) info('Gaussian fwhm = %g (error:%g)', self.fwhm, self.err_fwhm) info('Gaussian continuum = %g', self.cont)
[docs]class Gauss2D: """This class stores 2D gaussian parameters. Attributes ---------- center : (float,float) Gaussian center (y,x). flux : float Gaussian integrated flux. fwhm : (float,float) Gaussian fwhm (fhwm_y,fwhm_x). cont : float Continuum value. rot : float Rotation in degrees. peak : float Gaussian peak value. err_center : (float,float) Estimated error on Gaussian center. err_flux : float Estimated error on Gaussian integrated flux. err_fwhm : (float,float) Estimated error on Gaussian fwhm. err_cont : float Estimated error on continuum value. err_rot : float Estimated error on rotation. err_peak : float Estimated error on Gaussian peak value. ima : `~mpdaf.obj.Image` Gaussian image """ def __init__(self, center, flux, fwhm, cont, rot, peak, err_center, err_flux, err_fwhm, err_cont, err_rot, err_peak, ima=None): self.center = center self.flux = flux self.fwhm = fwhm self.cont = cont self.rot = rot self.peak = peak self.err_center = err_center self.err_flux = err_flux self.err_fwhm = err_fwhm self.err_cont = err_cont self.err_rot = err_rot self.err_peak = err_peak self.ima = ima
[docs] def copy(self): """Copy Gauss2D object in a new one and returns it.""" return Gauss2D(self.center, self.flux, self.fwhm, self.cont, self.rot, self.peak, self.err_center, self.err_flux, self.err_fwhm, self.err_cont, self.err_rot, self.err_peak)
[docs] def print_param(self): """Print Gaussian parameters.""" info = logging.getLogger(__name__).info info('Gaussian center = (%g,%g) (error:(%g,%g))', self.center[0], self.center[1], self.err_center[0], self.err_center[1]) info('Gaussian integrated flux = %g (error:%g)', self.flux, self.err_flux) info('Gaussian peak value = %g (error:%g)', self.peak, self.err_peak) info('Gaussian fwhm = (%g,%g) (error:(%g,%g))', self.fwhm[0], self.fwhm[1], self.err_fwhm[0], self.err_fwhm[1]) info('Rotation in degree: %g (error:%g)', self.rot, self.err_rot) info('Gaussian continuum = %g (error:%g)', self.cont, self.err_cont)
[docs]class Moffat2D: """This class stores 2D moffat parameters. Attributes ---------- center : (float,float) peak center (y,x). flux : float integrated flux. fwhm : (float,float) fwhm (fhwm_y,fwhm_x). cont : float Continuum value. n : int Atmospheric scattering coefficient. rot : float Rotation in degrees. peak : float intensity peak value. err_center : (float,float) Estimated error on center. err_flux : float Estimated error on integrated flux. err_fwhm : (float,float) Estimated error on fwhm. err_cont : float Estimated error on continuum value. err_n : float Estimated error on n coefficient. err_rot : float Estimated error on rotation. err_peak : float Estimated error on peak value. ima : `~mpdaf.obj.Image` Moffat image """ def __init__(self, center, flux, fwhm, cont, n, rot, peak, err_center, err_flux, err_fwhm, err_cont, err_n, err_rot, err_peak, ima=None): self.center = center self.flux = flux self.fwhm = fwhm self.cont = cont self.rot = rot self.peak = peak self.n = n self.err_center = err_center self.err_flux = err_flux self.err_fwhm = err_fwhm self.err_cont = err_cont self.err_rot = err_rot self.err_peak = err_peak self.err_n = err_n self.ima = ima
[docs] def copy(self): """Return a copy of a Moffat2D object.""" return Moffat2D(self.center, self.flux, self.fwhm, self.cont, self.n, self.rot, self.peak, self.err_center, self.err_flux, self.err_fwhm, self.err_cont, self.err_n, self.err_rot, self.err_peak)
[docs] def print_param(self): """Print Moffat parameters.""" info = logging.getLogger(__name__).info info('center = (%g,%g) (error:(%g,%g))', self.center[0], self.center[1], self.err_center[0], self.err_center[1]) info('integrated flux = %g (error:%g)', self.flux, self.err_flux) info('peak value = %g (error:%g)', self.peak, self.err_peak) info('fwhm = (%g,%g) (error:(%g,%g))', self.fwhm[0], self.fwhm[1], self.err_fwhm[0], self.err_fwhm[1]) info('n = %g (error:%g)', self.n, self.err_n) info('rotation in degree: %g (error:%g)', self.rot, self.err_rot) info('continuum = %g (error:%g)', self.cont, self.err_cont)