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The xsh_respon_slit_stare recipe
===============================================================

.. data:: xsh_respon_slit_stare

Synopsis
--------

Compute the response function in SLIT stare mode

Description
-----------

This recipe computes the response function for arm
Input Frames : 
  - A RAW frame (Tag = STD_FLUX_SLIT_STARE_arm, Type = RAW)
  - [UVB,VIS] A master bias frame (Tag = MASTER_BIAS_arm, Type = PRE)
  - A master dark frame (Tag = MASTER_DARK_arm Type = PRE)
  - A master flat frame (Tag = MASTER_FLAT_SLIT_arm Type = PRE)
  - An order table frame(Tag = ORDER_TAB_EDGES_arm Type = ORD)
  - A wave solution frame(Tag = WAVE_TAB_2D_arm, Type = WAV)
  - [OPTIONAL] Table with dispersion coefficients (Tag = DISP_TAB_arm)
  - [OPTIONAL] A telluric model catalog (Tag = TELL_MOD_CAT_arm arm=VIS,NIR)
  - A standard star fluxes catalog (Tag = FLUX_STD_CATALOG_arm Type = FLX)
  - A table to set response sampling points (Tag = RESP_FIT_POINTS_CAT_arm)
  - An atmospheric extinction table (Tag = ATMOS_EXT_arm)
  - [OPTIONAL] A master response curve table (Tag = MRESPONSE_MERGE1D_SLIT_arm)
    if provided this is the one used to flux calibrate the spectra
Products : 
  - [If STD is in catal] The response ord-by-ord function (Tag = PREFIX_RESPONSE_ORDER1D_SLIT_arm)
  - [If STD is in catal] The response merged function (Tag = PREFIX_RESPONSE_MERGE1D_SLIT_arm)
  - The extracted 2D specturm (Tag = PREFIX_ORDER2D_arm)
  - The extracted 1D specturm (Tag = PREFIX_ORDER1D_arm)
  - The merged 2D specturm (Tag = PREFIX_MERGE2D_arm)
  - The merged 1D specturm (Tag = PREFIX_MERGE1D_arm)
  - The merged 2D sky frame (Tag = SLY_SLIT_MERGED2D)
 - [If STD is in catal] Flux calibrated merged 2D spectrum (Tag = PREFIX_FLUX_ORDER2D_arm)
 - [If STD is in catal] Flux calibrated merged 1D spectrum (Tag = PREFIX_FLUX_ORDER1D_arm)
 - [If STD is in catal] Flux calibrated merged 2D spectrum (Tag = PREFIX_FLUX_MERGE2D_arm)
 - [If STD is in catal] Flux calibrated merged 1D spectrum (Tag = PREFIX_FLUX_MERGE1D_arm)
 - [If STD is in catal] The efficiency (Tag = EFFICIENCY_SLIT_arm)
 - where PREFIX is SCI, FLUX, TELL if input raw DPR.TYPE contains OBJECT or FLUX or TELLURIC

Constructor
-----------

.. method:: cpl.Recipe("xsh_respon_slit_stare")
   :noindex:

   Create an object for the recipe xsh_respon_slit_stare.

::

   import cpl
   xsh_respon_slit_stare = cpl.Recipe("xsh_respon_slit_stare")

Parameters
----------

.. py:attribute:: xsh_respon_slit_stare.param.keep_temp

    If 'no', temporary files are deleted. (str; default: 'no') [default="no"].
.. py:attribute:: xsh_respon_slit_stare.param.debug_level

    Additional xshooter debug level. One of 'none', 'low', 'medium',  'high' (str; default: 'none') [default="none"].
.. py:attribute:: xsh_respon_slit_stare.param.time_stamp

    Add timestamp to product file name. (bool; default: False) [default=False].
.. py:attribute:: xsh_respon_slit_stare.param.decode_bp

    Integer representation of the bits to be considered bad when decoding  the bad pixel mask pixel values.   Most frequent codes relevant for  the user:   0: good pixel,   8: pick-up noise,   16: cosmic-ray  removed,   32: cosmic-ray unremoved,   128: calibration file defect,  256: hot pixel,   512: dark pixel,   4096: A/D converted saturation,  32768: non linear pixel,   1048576: extrapolated flux in NIR,  4194304: Interpolated flux during extraction. (long; default:  2144337919) [default=2144337919].
.. py:attribute:: xsh_respon_slit_stare.param.pre_overscan_corr

    pre-overscan correction.0: no correction1: mean overscan correction2:  mean prescan correction3: (mean pre+mean overscan)/2 correction (long;  default: 1) [default=1].
.. py:attribute:: xsh_respon_slit_stare.param.background_edges_margin

    X margin to order edge to define background sampling points (long;  default: 1) [default=1].
.. py:attribute:: xsh_respon_slit_stare.param.background_poly_deg_y

    Poly mode fit deg along Y. (long; default: 9) [default=9].
.. py:attribute:: xsh_respon_slit_stare.param.background_poly_deg_x

    Poly mode fit deg along X. (long; default: 9) [default=9].
.. py:attribute:: xsh_respon_slit_stare.param.background_poly_kappa

    Poly mode kappa value of kappa-sigma-clip outliers removal. (float;  default: 10.0) [default=10.0].
.. py:attribute:: xsh_respon_slit_stare.param.removecrhsingle_sigmalim

    Poisson fluctuation threshold to flag CRHs (see van Dokkum,  PASP,113,2001,p1420-27) (float; default: 20.0) [default=20.0].
.. py:attribute:: xsh_respon_slit_stare.param.removecrhsingle_flim

    Minimum contrast between the Laplacian image and the fine structure  image that a point must have to be flagged as CRH. (see van Dokkum,  PASP,113,2001,p1420-27) (float; default: 2.0) [default=2.0].
.. py:attribute:: xsh_respon_slit_stare.param.removecrhsingle_niter

    Max number of iterations (long; default: 4) [default=4].
.. py:attribute:: xsh_respon_slit_stare.param.rectify_kernel

    Name of the Interpolation Kernel Used. Possible values are:  tanh,  sinc, sinc2, lanczos, hamming, hann. (str; default: 'tanh') [default="tanh"].
.. py:attribute:: xsh_respon_slit_stare.param.rectify_radius

    Rectify Interpolation radius [bin units]. (float; default: 2.0) [default=2.0].
.. py:attribute:: xsh_respon_slit_stare.param.rectify_bin_lambda

    Wavelength step in the output spectrum [nm] (float; default: -1.0) [default=-1.0].
.. py:attribute:: xsh_respon_slit_stare.param.rectify_bin_slit

    Spatial step along the slit in the output spectrum [arcsec] (float;  default: -1.0) [default=-1.0].
.. py:attribute:: xsh_respon_slit_stare.param.localize_method

    Localization method (MANUAL, MAXIMUM, GAUSSIAN) used to detect the  object centroid and height on the slit (str; default: 'MANUAL') [default="MANUAL"].
.. py:attribute:: xsh_respon_slit_stare.param.localize_chunk_nb

    Number of chunks in the full spectrum to localize the object (long;  default: 10) [default=10].
.. py:attribute:: xsh_respon_slit_stare.param.localize_thresh

    Threshold relative to the peak intensity below which the edges of the  object are detected for MAXIMUM localization (float; default: 0.1) [default=0.1].
.. py:attribute:: xsh_respon_slit_stare.param.localize_deg_lambda

    Degree in lambda in the localization polynomial expression  slit=f(lambda), used only for MAXIMUM and GAUSSIAN (long; default: 0) [default=0].
.. py:attribute:: xsh_respon_slit_stare.param.localize_slit_position

    Object position on the slit for MANUAL localization [arcsec] (float;  default: 0.0) [default=0.0].
.. py:attribute:: xsh_respon_slit_stare.param.localize_slit_hheight

    Object half height on the slit for MANUAL localization [arcsec]  (float; default: 2.0) [default=2.0].
.. py:attribute:: xsh_respon_slit_stare.param.localize_kappa

    Kappa value for sigma clipping in the localization polynomial fit  (float; default: 3.0) [default=3.0].
.. py:attribute:: xsh_respon_slit_stare.param.localize_niter

    Number of iterations for sigma clipping in the localization polynomial  fit (long; default: 3) [default=3].
.. py:attribute:: xsh_respon_slit_stare.param.localize_use_skymask

    TRUE if we want to mask sky lines using SKY_LINE_LIST file. (bool;  default: False) [default=False].
.. py:attribute:: xsh_respon_slit_stare.param.sky_subtract

    TRUE to use subtract sky single. (bool; default: True) [default=True].
.. py:attribute:: xsh_respon_slit_stare.param.sky_bspline_nbkpts_first

    Nb of break points for Bezier curve fitting (without localization)  (long; default: 3000) [default=3000].
.. py:attribute:: xsh_respon_slit_stare.param.sky_bspline_nbkpts_second

    Nb of break points for Bezier curve fitting (with localization) (long;  default: 3000) [default=3000].
.. py:attribute:: xsh_respon_slit_stare.param.sky_bspline_order

    Bezier spline order (long; default: 7) [default=7].
.. py:attribute:: xsh_respon_slit_stare.param.sky_bspline_niter

    Nb of iterations (long; default: 20) [default=20].
.. py:attribute:: xsh_respon_slit_stare.param.sky_bspline_kappa

    Kappa value used to kappa-sigma-clip object (float; default: 5.0) [default=5.0].
.. py:attribute:: xsh_respon_slit_stare.param.sky_method

    Sky subtract Method (BSPLINE, MEDIAN) (str; default: 'MEDIAN') [default="MEDIAN"].
.. py:attribute:: xsh_respon_slit_stare.param.bspline_sampling

    BSPLINE sampling. UNIFORM-uses the user defined nbkpts value,  corrected for binning, for all orders. FINE: multiplies the user  defined nbkpts value, corrected for binning, by a hard coded  coefficient optimized on each arm-order) (str; default: 'FINE') [default="FINE"].
.. py:attribute:: xsh_respon_slit_stare.param.sky_median_hsize

    Half size of the running median. If sky-method=MEDIAN . (long;  default: 20) [default=20].
.. py:attribute:: xsh_respon_slit_stare.param.sky_slit_edges_mask

    Size of edges mask in arcsec (float; default: 0.5) [default=0.5].
.. py:attribute:: xsh_respon_slit_stare.param.sky_position1

    Central position of the sky window #1 [arcsec] (float; default: 0.0) [default=0.0].
.. py:attribute:: xsh_respon_slit_stare.param.sky_hheight1

    Half size of sky window #1 [arcsec] (float; default: 0.0) [default=0.0].
.. py:attribute:: xsh_respon_slit_stare.param.sky_position2

    Central position of the sky window #2 [arcsec] (float; default: 0.0) [default=0.0].
.. py:attribute:: xsh_respon_slit_stare.param.sky_hheight2

    Half size of the sky window #2 [arcsec] (float; default: 0.0) [default=0.0].
.. py:attribute:: xsh_respon_slit_stare.param.stdextract_interp_hsize

    Half size of mask used to define object cross order profile (long;  default: 30) [default=30].
.. py:attribute:: xsh_respon_slit_stare.param.do_optextract

    TRUE if we do the optimal extraction (bool; default: False) [default=False].
.. py:attribute:: xsh_respon_slit_stare.param.optextract_oversample

    Oversample factor for the science image (long; default: 5) [default=5].
.. py:attribute:: xsh_respon_slit_stare.param.optextract_box_half_size

    Extraction box [pixel] (long; default: 10) [default=10].
.. py:attribute:: xsh_respon_slit_stare.param.optextract_chunk_size

    Chunk size [bin] (long; default: 50) [default=50].
.. py:attribute:: xsh_respon_slit_stare.param.optextract_step_lambda

    Lambda step [nm] (float; default: 0.02) [default=0.02].
.. py:attribute:: xsh_respon_slit_stare.param.optextract_clip_kappa

    Kappa for cosmics ray hits rejection (float; default: 3.0) [default=3.0].
.. py:attribute:: xsh_respon_slit_stare.param.optextract_clip_frac

    Maximum bad pixels fraction for cosmics ray hits rejection (float;  default: 0.4) [default=0.4].
.. py:attribute:: xsh_respon_slit_stare.param.optextract_clip_niter

    Maximum number of iterations for cosmics ray hits rejection (long;  default: 2) [default=2].
.. py:attribute:: xsh_respon_slit_stare.param.optextract_niter

    Number of iterations (long; default: 1) [default=1].
.. py:attribute:: xsh_respon_slit_stare.param.optextract_method

    Extraction method GAUSSIAN | GENERAL (str; default: 'GAUSSIAN') [default="GAUSSIAN"].
.. py:attribute:: xsh_respon_slit_stare.param.correct_tellurics

    TRUE if during response computation we apply telluric correction  (bool; default: True) [default=True].


The following code snippet shows the default settings for the available 
parameters.

::

   import cpl
   xsh_respon_slit_stare = cpl.Recipe("xsh_respon_slit_stare")

   xsh_respon_slit_stare.param.keep_temp = "no"
   xsh_respon_slit_stare.param.debug_level = "none"
   xsh_respon_slit_stare.param.time_stamp = False
   xsh_respon_slit_stare.param.decode_bp = 2144337919
   xsh_respon_slit_stare.param.pre_overscan_corr = 1
   xsh_respon_slit_stare.param.background_edges_margin = 1
   xsh_respon_slit_stare.param.background_poly_deg_y = 9
   xsh_respon_slit_stare.param.background_poly_deg_x = 9
   xsh_respon_slit_stare.param.background_poly_kappa = 10.0
   xsh_respon_slit_stare.param.removecrhsingle_sigmalim = 20.0
   xsh_respon_slit_stare.param.removecrhsingle_flim = 2.0
   xsh_respon_slit_stare.param.removecrhsingle_niter = 4
   xsh_respon_slit_stare.param.rectify_kernel = "tanh"
   xsh_respon_slit_stare.param.rectify_radius = 2.0
   xsh_respon_slit_stare.param.rectify_bin_lambda = -1.0
   xsh_respon_slit_stare.param.rectify_bin_slit = -1.0
   xsh_respon_slit_stare.param.localize_method = "MANUAL"
   xsh_respon_slit_stare.param.localize_chunk_nb = 10
   xsh_respon_slit_stare.param.localize_thresh = 0.1
   xsh_respon_slit_stare.param.localize_deg_lambda = 0
   xsh_respon_slit_stare.param.localize_slit_position = 0.0
   xsh_respon_slit_stare.param.localize_slit_hheight = 2.0
   xsh_respon_slit_stare.param.localize_kappa = 3.0
   xsh_respon_slit_stare.param.localize_niter = 3
   xsh_respon_slit_stare.param.localize_use_skymask = False
   xsh_respon_slit_stare.param.sky_subtract = True
   xsh_respon_slit_stare.param.sky_bspline_nbkpts_first = 3000
   xsh_respon_slit_stare.param.sky_bspline_nbkpts_second = 3000
   xsh_respon_slit_stare.param.sky_bspline_order = 7
   xsh_respon_slit_stare.param.sky_bspline_niter = 20
   xsh_respon_slit_stare.param.sky_bspline_kappa = 5.0
   xsh_respon_slit_stare.param.sky_method = "MEDIAN"
   xsh_respon_slit_stare.param.bspline_sampling = "FINE"
   xsh_respon_slit_stare.param.sky_median_hsize = 20
   xsh_respon_slit_stare.param.sky_slit_edges_mask = 0.5
   xsh_respon_slit_stare.param.sky_position1 = 0.0
   xsh_respon_slit_stare.param.sky_hheight1 = 0.0
   xsh_respon_slit_stare.param.sky_position2 = 0.0
   xsh_respon_slit_stare.param.sky_hheight2 = 0.0
   xsh_respon_slit_stare.param.stdextract_interp_hsize = 30
   xsh_respon_slit_stare.param.do_optextract = False
   xsh_respon_slit_stare.param.optextract_oversample = 5
   xsh_respon_slit_stare.param.optextract_box_half_size = 10
   xsh_respon_slit_stare.param.optextract_chunk_size = 50
   xsh_respon_slit_stare.param.optextract_step_lambda = 0.02
   xsh_respon_slit_stare.param.optextract_clip_kappa = 3.0
   xsh_respon_slit_stare.param.optextract_clip_frac = 0.4
   xsh_respon_slit_stare.param.optextract_clip_niter = 2
   xsh_respon_slit_stare.param.optextract_niter = 1
   xsh_respon_slit_stare.param.optextract_method = "GAUSSIAN"
   xsh_respon_slit_stare.param.correct_tellurics = True


You may also set or overwrite some or all parameters by the recipe 
parameter `param`, as shown in the following example:

::

   import cpl
   xsh_respon_slit_stare = cpl.Recipe("xsh_respon_slit_stare")
   [...]
   res = xsh_respon_slit_stare( ..., param = {"keep_temp":"no", "debug_level":"none"})


.. seealso:: `cpl.Recipe <http://packages.python.org/python-cpl/recipe.html>`_
   for more information about the recipe object.

Bug reports
-----------

Please report any problems to `P.Goldoni, L.Guglielmi, R. Haigron, F. Royer, D. Bramich, A. Modigliani <amodigli@eso.org >`_. Alternatively, you may 
send a report to the `ESO User Support Department <usd-help@eso.org>`_.

Copyright
---------

This file is part of the X-shooter Instrument Pipeline
Copyright (C) 2006 European Southern Observatory

This program is free software; you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation; either version 2 of the License, or
(at your option) any later version.

This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
GNU General Public License for more details.

You should have received a copy of the GNU General Public License
along with this program; if not, write to the Free Software
Foundation, Inc., 59 Temple Place, Suite 330, Boston, 
MA  02111-1307  USA

.. codeauthor:: P.Goldoni, L.Guglielmi, R. Haigron, F. Royer, D. Bramich, A. Modigliani <amodigli@eso.org >