diff --git a/AUTHORS b/AUTHORS index daee14b..42793a0 100644 --- a/AUTHORS +++ b/AUTHORS @@ -15,4 +15,5 @@ Michael Mayer (michael.mayer@physik.hu-berlin.de) Stefan Ohm (stefan.ohm81@gmail.com) David Sanchez (david.sanchez@lapp.in2p3.fr) Hubert Siejkowski (h.siejkowski@cyfronet.pl) +Luigi Tibaldo (luigi.tibaldo@irap.omp.eu) Alexander Ziegler (alexander.ziegler@fau.de) diff --git a/ChangeLog b/ChangeLog index 2960fe1..4694694 100644 --- a/ChangeLog +++ b/ChangeLog @@ -1,8 +1,9 @@ -2017-10-11 +2017-10-16 * Version 1.5.0 released ======================== + Add csphagen script (#2208) Add keywords to sky maps produced by ctskymap (#2194) Enhance efficiency of computations in ctmodel (#2189) Add csmodelsois script (#2180) diff --git a/NEWS b/NEWS index 49b1fc0..4238472 100644 --- a/NEWS +++ b/NEWS @@ -1,6 +1,6 @@ New Features and Important Changes in ctools 1.5.0 -11 October 2017 +16 October 2017 Introduction @@ -132,6 +132,9 @@ a diffuse map cube (#2180). Use t-type parameters for "tmin" and "tmax" to all specifying times in various formats (#1864). +The script csphagen was added to allow the generation of PHA, ARF and RMF datasets +for classical On/Off IACT analysis (#2208). + Examples -------- diff --git a/cscripts/Makefile.am b/cscripts/Makefile.am index d0bd9d1..381e166 100644 --- a/cscripts/Makefile.am +++ b/cscripts/Makefile.am @@ -33,6 +33,7 @@ pythonscripts = $(top_builddir)/cscripts/__init__.py \ $(srcdir)/csobsdef.py \ $(srcdir)/csobsinfo.py \ $(srcdir)/csobsselect.py \ + $(srcdir)/csphagen.py \ $(srcdir)/csphasecrv.py \ $(srcdir)/cspull.py \ $(srcdir)/csresmap.py \ @@ -66,6 +67,7 @@ parfiles = $(srcdir)/cscaldb.par \ $(srcdir)/csobsdef.par \ $(srcdir)/csobsinfo.par \ $(srcdir)/csobsselect.par \ + $(srcdir)/csphagen.par \ $(srcdir)/csphasecrv.par \ $(srcdir)/cspull.par \ $(srcdir)/csresmap.par \ @@ -96,6 +98,7 @@ linkscripts = cscaldb \ csobsdef \ csobsinfo \ csobsselect \ + csphagen \ csphasecrv \ cspull \ csresmap \ @@ -131,6 +134,7 @@ testscripts = $(srcdir)/tests/__init__.py \ $(top_srcdir)/test/test_csobsdef.py \ $(top_srcdir)/test/test_csobsinfo.py \ $(top_srcdir)/test/test_csobsselect.py \ + $(top_srcdir)/test/test_csphagen.py \ $(top_srcdir)/test/test_csphasecrv.py \ $(top_srcdir)/test/test_cspull.py \ $(top_srcdir)/test/test_csresmap.py \ @@ -159,6 +163,9 @@ testdata = $(top_srcdir)/test/data/crab.xml \ $(top_srcdir)/test/data/crab_psfcube.fits.gz \ $(top_srcdir)/test/data/crab_edispcube.fits.gz \ $(top_srcdir)/test/data/crab_bkgcube.fits.gz \ + $(top_srcdir)/test/data/crab_offaxis1.fits \ + $(top_srcdir)/test/data/crab_offaxis2.fits \ + $(top_srcdir)/test/data/crab_exclusion.fits \ $(top_srcdir)/test/data/tsmap_0.fits \ $(top_srcdir)/test/data/tsmap_1.fits \ $(top_srcdir)/test/data/exclusion.reg \ diff --git a/cscripts/__init__.py.in b/cscripts/__init__.py.in index 09f8982..a007255 100644 --- a/cscripts/__init__.py.in +++ b/cscripts/__init__.py.in @@ -36,6 +36,7 @@ __all__ = [ "csobsdef", "csobsinfo", "csobsselect", + "csphagen", "csphasecrv", "cspull", "csresmap", @@ -72,6 +73,7 @@ from cscripts.csobs2caldb import csobs2caldb from cscripts.csobsdef import csobsdef from cscripts.csobsinfo import csobsinfo from cscripts.csobsselect import csobsselect +from cscripts.csphagen import csphagen from cscripts.csphasecrv import csphasecrv from cscripts.cspull import cspull from cscripts.csresmap import csresmap diff --git a/cscripts/csobsselect.py b/cscripts/csobsselect.py index 54f66e2..523e539 100755 --- a/cscripts/csobsselect.py +++ b/cscripts/csobsselect.py @@ -320,7 +320,7 @@ class csobsselect(ctools.cscript): # Otherwise log filename and save file else: # Log filename - self._log_value(gammalib.NORMAL, 'Observation definition XML file', + self._log_value(gammalib.NORMAL, 'Obs. definition XML file', outobs.url()) # Save observations diff --git a/cscripts/csphagen.par b/cscripts/csphagen.par new file mode 100644 index 0000000..4cb633e --- /dev/null +++ b/cscripts/csphagen.par @@ -0,0 +1,53 @@ +############################################################################# +# # +# CTA Science Analysis Tools # +# # +# ------------------------------------------------------------------------- # +# # +# File: csphagen.par # +# # +# Author: Luigi Tibaldo # +# luigi.tibaldo@irap.omp.eu # +# IRAP # +# # +# Purpose: Parameter file for the csphagen script # +# # +############################################################################# +# +# Input and output parameters +#============================ +inobs, f, a, obs.xml,,, "Input event list or observation definition XML file" +caldb, s, a, prod2,,, "Calibration database" +irf, s, a, South_0.5h,,, "Instrument response function" +inexclusion, f, h, NONE,,, "Sky map of exclusion regions" +outobs, s, a, onoff_obs.xml,,, "Output observation definition XML file" +prefix, s, h, onoff,,, "Prefix for output files" + +# +# Script parameters +#================== +emin, r, a, 0.1,,, "Lower energy limit (TeV)" +emax, r, a, 100.0,,, "Upper energy limit (TeV)" +enumbins, i, a, 120,,, "Number of energy bins" +ebinalg, s, a, LOG,LIN|LOG|FILE,, "Binning algorithm" +ebinfile, f, a, NONE,,, "Name of the file containing the energy bin definition" +srcshape, s, h, CIRCLE,CIRCLE,, "Shape of the source region" +coordsys, s, a, CEL,CEL|GAL,, "Coordinate system (CEL - celestial, GAL - galactic)" +ra, r, a, 83.63,0,360, "Right Ascension of source region centre (deg)" +dec, r, a, 22.01,-90,90, "Declination of source region centre (deg)" +glon, r, a, 184.56,0,360, "Galactic longitude of source region centre (deg)" +glat, r, a, -5.79,-90,90, "Galactic latitude of source region centre (deg)" +rad, r, a, 0.2,0,180, "Radius of source region circle (deg)" +bkgmethod, s, h, REFLECTED,REFLECTED,, "Method for background estimation" +bkgregmin, i, h, 2,1,1000, "Minimum number of background regions" +maxoffset, r, h, 4.0,,, "Maximum offset of source from camera center to accept observation" +stack, b, a, no,,, "Stack multiple observations into single PHA, ARF and RMF files?" + +# +# Standard parameters +#==================== +chatter, i, h, 2,0,4, "Chattiness of output" +clobber, b, h, yes,,, "Overwrite existing output files with new output files?" +debug, b, h, no,,, "Debugging mode activated" +mode, s, h, ql,,, "Mode of automatic parameters" +logfile, f, h, csphagen.log,,, "Log filename" diff --git a/cscripts/csphagen.py b/cscripts/csphagen.py new file mode 100755 index 0000000..b35dc98 --- /dev/null +++ b/cscripts/csphagen.py @@ -0,0 +1,362 @@ +#! /usr/bin/env python +# ========================================================================== +# Computes the PHA spectra for source/background and ARF/RMF files using the +# reflected region method +# +# Copyright (C) 2017 Luigi Tibaldo +# +# 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 3 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, see . +# +# ========================================================================== +import gammalib +import ctools +import math +import sys + + +# =============== # +# csfindobs class # +# =============== # +class csphagen(ctools.cscript): + """ + Generate PHA, ARF and RMF files for classical IACT spectral analysis + """ + + # Constructor + def __init__(self, *argv): + """ + Constructor + """ + # Set name, version + self._name = 'csphagen' + self._version = ctools.__version__ + + # Initialise observation container from constructor arguments + self._obs, argv = self._set_input_obs(argv) + + # Initialise application by calling the appropriate class constructor + self._init_cscript(argv) + + # Initialise other variables + self._outobs = gammalib.GObservations() + self._ebounds = gammalib.GEbounds() + self._src_dir = gammalib.GSkyDir() + self._src_reg = gammalib.GSkyRegions() + self._bkg_regs = [] + self._excl_reg = None + self._has_exclusion = False + + # Return + return + + # Private methods + def _get_parameters(self): + """ + Get parameters from parfile and setup observations + """ + # Setup observations (require response and allow event list, don't + # allow counts cube) + self._setup_observations(self._obs, True, True, False) + + # Set energy bounds + self._ebounds = self._create_ebounds() + + # Initialise source position/region querying relevant parameters + self._src_dir = gammalib.GSkyDir() + self._src_reg = gammalib.GSkyRegions() + coordsys = self['coordsys'].string() + if coordsys == 'CEL': + ra = self['ra'].real() + dec = self['dec'].real() + self._src_dir.radec_deg(ra, dec) + elif coordsys == 'GAL': + glon = self['glon'].real() + glat = self['glat'].real() + self._src_dir.lb_deg(glon, glat) + self._srcshape = self['srcshape'].string() + if self._srcshape == 'CIRCLE': + self._rad = self['rad'].real() + self._src_reg.append(gammalib.GSkyRegionCircle(self._src_dir, self._rad)) + + # Query background estimation method and parameters + bkgmethod = self['bkgmethod'].string() + if bkgmethod == 'REFLECTED': + self['bkgregmin'].integer() + self['maxoffset'].real() + + # Exclusion map + if self['inexclusion'].filename().is_fits(): + self._excl_reg = gammalib.GSkyRegionMap(self['inexclusion'].filename()) + self._has_exclusion = True + else: + self._has_exclusion = False + + # Query remaining parametersStacking + self['stack'].boolean() + + # Query ahead output parameters + if (self._read_ahead()): + self['outobs'].string() + self['prefix'].string() + + # If there are no observations in container then get them from the + # parameter file + if self._obs.size() == 0: + self._obs = self._get_observations(False) + + # Write input parameters into logger + self._log_parameters(gammalib.TERSE) + + # Return + return + + def _reflected_regions(self, obs): + """ + Calculate list of reflected regions for a single observation (pointing) + + Parameters + ---------- + obs : `~gammalib.GObservation()` + CTA observation + + Returns + ------- + regions : `~gammalib.GSkyRegions` + List of reflected regions + """ + # Initialise list of reflected regions + regions = gammalib.GSkyRegions() + + # Get offset angle of source + pnt_dir = obs.pointing().dir() + offset = pnt_dir.dist_deg(self._src_dir) + + # If ... + if offset <= self._rad or offset >= self['maxoffset'].real(): + self._log_string(gammalib.EXPLICIT, 'Observation {} pointed at {} ' + 'deg from source'.format(obs.id(), offset)) + + # ... otherwise + else: + posang = pnt_dir.posang_deg(self._src_dir) + if self._srcshape == 'CIRCLE': + # angular separation of reflected regions wrt camera center + # and number + alpha = 1.05 * 2 * self._rad / offset + # 1.05 ensures background regions do not overlap due to + # numerical precision issues + N = int(2.0 * math.pi / alpha) + if N < self['bkgregmin'].integer() + 3: + self._log_string(gammalib.EXPLICIT, 'Observation {}: ' + 'insufficient regions for background ' + 'estimation'.format(obs.id(), offset)) + + # Otherwise loop over position angle to create reflected + # regions + else: + alpha = 360.0 / N + for s in range(2, N - 1): + dphi = s * alpha + ctr_dir = pnt_dir.clone() + ctr_dir.rotate_deg(posang + dphi, offset) + region = gammalib.GSkyRegionCircle(ctr_dir, self._rad) + if self._has_exclusion: + if self._excl_reg.overlaps(region): + self._log_string(gammalib.VERBOSE, 'Observation ' + '{}: reflected region overlaps ' + 'with exclusion region'. + format(obs.id(), offset)) + else: + regions.append(region) + else: + regions.append(region) + + # Return reflected regions + return regions + + # Public methods + def run(self): + """ + Run the script + """ + # Switch screen logging on in debug mode + if self._logDebug(): + self._log.cout(True) + + # Get parameters + self._get_parameters() + + # Write observation into logger + self._log_observations(gammalib.NORMAL, self._obs, 'Observation') + + # Write header + self._log_header1(gammalib.NORMAL, + 'Generation of source and background spectra') + + # Initialise run variables + self._outobs = gammalib.GObservations() + self._bkg_regs = [] + + # Loop through observations and generate pha, arf, rmf files + for obs in self._obs: + + # Initialise background regions for this observation + bkg_reg = gammalib.GSkyRegions() + + # If reflected background is requested then created reflected + # background regions + if self['bkgmethod'].string() == 'REFLECTED': + bkg_reg = self._reflected_regions(obs) + + # If there are reflected regions then create On/Off observation + # and append it to the output container + if bkg_reg.size() >= self['bkgregmin'].integer(): + onoff = gammalib.GCTAOnOffObservation(obs, self._src_dir, + self._ebounds, + self._ebounds, + self._src_reg, + bkg_reg) + onoff.id(obs.id()) + self._outobs.append(onoff) + self._bkg_regs.append({'regions': bkg_reg, 'id': obs.id()}) + else: + self._log_string(gammalib.NORMAL, 'Observation {} not included ' + 'in spectra generation'.format(obs.id())) + + # Stack observations + if self._outobs.size() > 1 and self['stack'].boolean() == True: + + # Write header + self._log_header1(gammalib.NORMAL, + 'Stacking {} observations'.format(self._outobs.size())) + + # Stack observations + stacked_obs = gammalib.GCTAOnOffObservation(self._outobs) + + # Put stacked observations in output container + self._outobs = gammalib.GObservations() + self._outobs.append(stacked_obs) + + # Return + return + + def save(self): + """ + Save data + """ + # Write header + self._log_header1(gammalib.TERSE, 'Save data') + + # Get XMK output filename, prefix and clobber + outobs = self['outobs'].string() + prefix = self['prefix'].string() + clobber = self['clobber'].boolean() + + # Loop over all observation in container + for obs in self._outobs: + + # Set filenames + if self['stack'].boolean(): + onname = prefix + '_stacked_pha_on.fits' + offname = prefix + '_stacked_pha_off.fits' + arfname = prefix + '_stacked_arf.fits' + rmfname = prefix + '_stacked_rmf.fits' + elif self._outobs.size() > 1: + onname = prefix + '_{}_pha_on.fits'.format(obs.id()) + offname = prefix + '_{}_pha_off.fits'.format(obs.id()) + arfname = prefix + '_{}_arf.fits'.format(obs.id()) + rmfname = prefix + '_{}_rmf.fits'.format(obs.id()) + else: + onname = prefix + '_pha_on.fits' + offname = prefix + '_pha_off.fits' + arfname = prefix + '_arf.fits' + rmfname = prefix + '_rmf.fits' + + # Save files + obs.on_spec().save(onname, clobber) + obs.off_spec().save(offname, clobber) + obs.arf().save(arfname, clobber) + obs.rmf().save(rmfname, clobber) + + # Log file names + self._log_value(gammalib.NORMAL, 'PHA on file', onname) + self._log_value(gammalib.NORMAL, 'PHA off file', offname) + self._log_value(gammalib.NORMAL, 'ARF file', arfname) + self._log_value(gammalib.NORMAL, 'RMF file', arfname) + + # Save observation definition XML file + self._outobs.save(outobs) + + # Log file name + self._log_value(gammalib.NORMAL, 'Obs. definition XML file', outobs) + + # Save ds9 On region file + regname = prefix + '_on.reg' + self._src_reg.save(regname) + self._log_value(gammalib.NORMAL, 'On region file', regname) + + # Save ds9 Off region files + for bkg_reg in self._bkg_regs: + + # Set filename + if len(self._bkg_regs) > 1: + regname = prefix + '_{}_off.reg'.format(bkg_reg['id']) + else: + regname = prefix + '_off.reg' + + # Save ds9 region file + bkg_reg['regions'].save(regname) + + # Log file name + self._log_value(gammalib.NORMAL, 'Off region file', regname) + + # Return + return + + def obs(self): + """ + Return observation container + """ + return self._outobs + + def execute(self): + """ + Execute the script + """ + # Open logfile + self.logFileOpen() + + # Read ahead output parameters + self._read_ahead(True) + + # Run the script + self.run() + + # Save result + self.save() + + # Return + return + + +# ======================== # +# Main routine entry point # +# ======================== # +if __name__ == '__main__': + + # Create instance of application + app = csphagen(sys.argv) + + # Execute application + app.execute() diff --git a/doc/source/admin/release_history/1.5.rst b/doc/source/admin/release_history/1.5.rst index 1debf07..749cfe3 100644 --- a/doc/source/admin/release_history/1.5.rst +++ b/doc/source/admin/release_history/1.5.rst @@ -10,6 +10,7 @@ ctools 1.5 is a major release that adds significant functionality. In particular, this release provides: +* Support of classical IACT analysis * Specifcation of times in various formats (UTC, MJD, JD, MET) @@ -31,6 +32,8 @@ Improvements New features ------------ +* [`2208 `_] - + Add :ref:`csphagen` script * [`2180 `_] - Add :ref:`csmodelsois` script * [`1864 `_] - diff --git a/doc/source/users/reference_manual/csphagen.rst b/doc/source/users/reference_manual/csphagen.rst new file mode 100644 index 0000000..9e9fb94 --- /dev/null +++ b/doc/source/users/reference_manual/csphagen.rst @@ -0,0 +1,137 @@ +.. _csphagen: + +csphagen +======== + +Creates files necessary to perform a classical region-based spectral analysis +on IACT data, i.e., source and background PHA files, ARF and RMF files. + + +Synopsis +-------- + +This script can be used to derive from an observation or a set of observations +the count spectra in a source region and in background regions, as well as the +detector response (effective area, energy redistribution matrix), that can be +used to perform a classical 1D spectral analysis. The output files are saved in +the OGIP format normally used in X-ray astronomy (PHA, ARF, RMF). +`See here `__. + +The outputs are: +1) the PHA, ARF, RMF files, either separately for each observation, or stacked + for a set of observations, +2) DS9 regions files listing the source and background regions for each + observation; +3) a new observation definition XML file. + + +General parameters +------------------ + +``inobs [file]`` + Input event list or observation definition XML file. + +``caldb [string]`` + Calibration database. + +``irf [string]`` + Instrument response function. + +``(inexclusion = NONE) [file]`` + Optional FITS file containing a WCS map in the first hdu that defines sky + regions not to be used for background estimation (where map value != 0). + +``outobs [string]`` + Output observation definition XML file. + +``(prefix = onoff) [string]`` + Prefix of the file name for output PHA, ARF, RMF, XML, and DS9 region files. + +``emin [real]`` + Lower energy limit (TeV) if LIN or LOG binning algorithms are used. + +``emax [real]`` + Upper energy limit (TeV) if LIN or LOG binning algorithms are used. + +``enumbins [integer]`` + Number of energy bins. At least 30 bins per decade are recommended for + proper evaluation of the instrument response. + +``ebinalg [string]’’ + Energy binning algorithm: LOG - logarithmically spaced energy bins; + LIN - linearly spaced energy bins; FILE - energy bounds retrieved from file. + +``ebinfile [file]`` + Name of the file containing the energy bin definition if FILE algorithm + is used. + +``(srcshape = CIRCLE) [string]`` + Shape of the source region. + CIRCLE: circular region around given position. + +``coordsys [string]`` + Coordinate system (CEL - celestial, GAL - galactic) + +``ra [real]`` + Right Ascension of source region centre (deg) + +``dec [real]`` + Declination of source region centre (deg) + +``glon [real]`` + Galactic longitude of source region centre (deg) + +``glat [real]`` + Galactic latitude of source region centre (deg) + +``rad [real]`` + Radius of source region circle (deg) + +``(bkgmethod = REFLECTED) [string]’’ + Method for background estimation. + REFLECTED: background evaluated in regions with the same shape as source + region reflected w.r.t. pointing direction for each observation. + +``(bkgregmin = 2) [integer]`` + Minimum number of background regions that are required for an observation. + If this number of background regions is not available the observation is + skipped. + +``(maxoffset = 4.0) [real]`` + Maximum offset in degrees of source from camera center to accept the + observation. + +``stack [boolean]`` + Specifies whether multiple observations should be stacked (``yes``) or + whether run-wise PHA, ARF and RMF files should be produced (``no``). + + +Standard parameters +------------------- + +``(chatter = 2) [integer]`` + Verbosity of the executable: + ``chatter = 0``: no information will be logged + + ``chatter = 1``: only errors will be logged + + ``chatter = 2``: errors and actions will be logged + + ``chatter = 3``: report about the task execution + + ``chatter = 4``: detailed report about the task execution + +``(clobber = yes) [boolean]`` + Specifies whether an existing output runlist should be overwritten. + +``(debug = no) [boolean]`` + Enables debug mode. In debug mode the executable will dump any log file + output to the console. + +``(mode = ql) [string]`` + Mode of automatic parameters (default is "ql", i.e. "query and learn"). + +``(logfile = csphagen.log) [filename]`` + Log filename. + + diff --git a/doc/source/users/reference_manual/index.rst b/doc/source/users/reference_manual/index.rst index 9e6c17b..59cbbdc 100644 --- a/doc/source/users/reference_manual/index.rst +++ b/doc/source/users/reference_manual/index.rst @@ -50,6 +50,7 @@ cscripts csobsdef --- Generates observation definition file csobsinfo --- Shows observation container content csobsselect --- Select observations from observation definition file + csphagen —-- Generates PHA, ARF, RMF files based on source/background regions csphasecrv --- Computes phase curve cspull --- Generates pull distribution csresmap --- Generates residual map diff --git a/test/data/crab_exclusion.fits b/test/data/crab_exclusion.fits new file mode 100644 index 0000000..c6be7da --- /dev/null +++ b/test/data/crab_exclusion.fits diff --git a/test/data/crab_offaxis1.fits b/test/data/crab_offaxis1.fits new file mode 100644 index 0000000..584bab4 --- /dev/null +++ b/test/data/crab_offaxis1.fits @@ -0,0 +1,553 @@ +SIMPLE = T / file does conform to FITS standard BITPIX = 8 / number of bits per data pixel NAXIS = 0 / number of data axes EXTEND = T / FITS dataset may contain extensions COMMENT FITS (Flexible Image Transport System) format is defined in 'AstronomyCOMMENT and Astrophysics', volume 376, page 359; bibcode: 2001A&A...376..359H COMMENT FITS (Flexible Image Transport System) format is defined in 'AstronomyCOMMENT and Astrophysics', volume 376, page 359; bibcode: 2001A&A...376..359H END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / 8-bit bytes NAXIS = 2 / 2-dimensional binary table NAXIS1 = 36 / width of table in bytes NAXIS2 = 3254 / number of rows in table PCOUNT = 0 / size of special data area GCOUNT = 1 / one data group (required keyword) TFIELDS = 8 / number of fields in each row TTYPE1 = 'EVENT_ID' / label for field 1 TFORM1 = '1J ' / data format of field: 4-byte INTEGER TZERO1 = 2147483648 / offset for unsigned integers TSCAL1 = 1 / data are not scaled TTYPE2 = 'TIME ' / label for field 2 TFORM2 = '1D ' / data format of field: 8-byte DOUBLE TUNIT2 = 's ' / physical unit of field TTYPE3 = 'RA ' / label for field 3 TFORM3 = '1E ' / data format of field: 4-byte REAL TUNIT3 = 'deg ' / physical unit of field TTYPE4 = 'DEC ' / label for field 4 TFORM4 = '1E ' / data format of field: 4-byte REAL TUNIT4 = 'deg ' / physical unit of field TTYPE5 = 'ENERGY ' / label for field 5 TFORM5 = '1E ' / data format of field: 4-byte REAL TUNIT5 = 'TeV ' / physical unit of field TTYPE6 = 'DETX ' / label for field 6 TFORM6 = '1E ' / data format of field: 4-byte REAL TUNIT6 = 'deg ' / physical unit of field TTYPE7 = 'DETY ' / label for field 7 TFORM7 = '1E ' / data format of field: 4-byte REAL TUNIT7 = 'deg ' / physical unit of field TTYPE8 = 'MC_ID ' / label for field 8 TFORM8 = '1J ' / data format of field: 4-byte INTEGER EXTNAME = 'EVENTS ' / name of this extension DSTYP1 = 'TIME ' / Data sub-space type DSUNI1 = 's ' / Data sub-space unit DSVAL1 = 'TABLE ' / Data sub-space value DSREF1 = ':GTI ' / Data sub-space reference DSTYP2 = 'ENERGY ' / Data sub-space type DSUNI2 = 'TeV ' / Data sub-space unit DSVAL2 = '0.1:100 ' / Data sub-space value DSTYP3 = 'POS(RA,DEC)' / Data sub-space type DSUNI3 = 'deg ' / Data sub-space unit DSVAL3 = 'CIRCLE(83,22.5,5)' / Data sub-space value NDSKEYS = 3 / Number of data sub-space keys NMCIDS = 2 / Number of Monte Carlo identifiers MID00001= 1 / Monte Carlo identifier for model 1 MMN00001= 'Crab ' / Name of model 1 MID00002= 2 / Monte Carlo identifier for model 2 MMN00002= 'Background' / Name of model 2 CREATOR = 'GammaLib' / Program which created the file TELESCOP= 'CTA ' / Telescope OBS_ID = 0 / Observation identifier DATE_OBS= '2020-01-01' / Observation start date TIME_OBS= '00:00:00' / Observation start time DATE_END= '2020-01-01' / Observation end date TIME_END= '00:15:00' / Observation end time TSTART = 6.3110886918E+08 / [s] Mission time of start of observation TSTOP = 6.3110976918E+08 / [s] Mission time of end of observation MJDREFI = 51544 / [days] Integer part of time reference MJD MJDREFF = 5.0000000000E-01 / [days] Fractional part of time reference MJD TIMEUNIT= 's ' / Time unit TIMESYS = 'TT ' / Time system TIMEREF = 'LOCAL ' / Time reference TELAPSE = 8.9999999976E+02 / [s] Mission elapsed time ONTIME = 8.9999999976E+02 / [s] Total good time including deadtime LIVETIME= 8.8199999977E+02 / [s] Total livetime DEADC = 9.8000000000E-01 / Deadtime correction factor TIMEDEL = 1.0000000000E+00 / Time resolution OBJECT = ' ' / Observed object RA_OBJ = 0.0000000000E+00 / [deg] Target Right Ascension DEC_OBJ = 0.0000000000E+00 / [deg] Target Declination RA_PNT = 8.3000000000E+01 / [deg] Pointing Right Ascension DEC_PNT = 2.2500000000E+01 / [deg] Pointing Declination ALT_PNT = 9.0000000000E+01 / [deg] Average altitude of pointing AZ_PNT = 0.0000000000E+00 / [deg] Average azimuth of pointing RADECSYS= 'FK5 ' / Coordinate system EQUINOX = 2.0000000000E+03 / Epoch CONV_DEP= 0.0000000000E+00 / Convergence depth of telescopes CONV_RA = 0.0000000000E+00 / [deg] Convergence Right Ascension CONV_DEC= 0.0000000000E+00 / [deg] Convergence Declination OBSERVER= 'string ' / Observer N_TELS = 0 / Number of telescopes in event list TELLIST = 'string ' / Telescope IDs GEOLAT = 0.0000000000E+00 / [deg] Geographic latitude of array centre GEOLON = 0.0000000000E+00 / [deg] Geographic longitude of array centre ALTITUDE= 0.0000000000E+00 / [km] Altitude of array centre EUNIT = 'TeV ' / Energy unit EVTVER = 'draft1 ' / Event list version number END A!BXAT>EY!?A%Bp\A>: + ?*A߾`B?A +G=λ ?4>AB5A>r?2AFPBlAy=Q|&)>A3dB;Aft>wP\ S>AR BIAe=螒c?~ AWBP5A>;O? +ANBAA =f!>?bL AFB.A)?>9ؿ?  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AAםBnAvD?sԉ>9CZ AA +BA\>d%=?m +k?5 AAYbBMAZ>Β?K\DG AAJOBA+=M=?`f%I AB6BA2>`2?N ABՀBAI>Bg?@ ACJ6BAM>%kڿ8 AC"PBA7>]s* AC +BAy>z?T AD,JBKrAN?c?连XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / 8-bit bytes NAXIS = 2 / 2-dimensional binary table NAXIS1 = 16 / width of table in bytes NAXIS2 = 1 / number of rows in table PCOUNT = 0 / size of special data area GCOUNT = 1 / one data group (required keyword) TFIELDS = 2 / number of fields in each row TTYPE1 = 'START ' / label for field 1 TFORM1 = '1D ' / data format of field: 8-byte DOUBLE TTYPE2 = 'STOP ' / label for field 2 TFORM2 = '1D ' / data format of field: 8-byte DOUBLE EXTNAME = 'GTI ' / name of this extension MJDREFI = 51544 / [days] Integer part of time reference MJD MJDREFF = 5.0000000000E-01 / [days] Fractional part of time reference MJD TIMEUNIT= 's ' / Time unit TIMESYS = 'TT ' / Time system TIMEREF = 'LOCAL ' / Time reference END ANADL \ No newline at end of file diff --git a/test/data/crab_offaxis2.fits b/test/data/crab_offaxis2.fits new file mode 100644 index 0000000..2bc7794 --- /dev/null +++ b/test/data/crab_offaxis2.fits @@ -0,0 +1,533 @@ +SIMPLE = T / file does conform to FITS standard BITPIX = 8 / number of bits per data pixel NAXIS = 0 / number of data axes EXTEND = T / FITS dataset may contain extensions COMMENT FITS (Flexible Image Transport System) format is defined in 'AstronomyCOMMENT and Astrophysics', volume 376, page 359; bibcode: 2001A&A...376..359H COMMENT FITS (Flexible Image Transport System) format is defined in 'AstronomyCOMMENT and Astrophysics', volume 376, page 359; bibcode: 2001A&A...376..359H END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / 8-bit bytes NAXIS = 2 / 2-dimensional binary table NAXIS1 = 36 / width of table in bytes NAXIS2 = 3381 / number of rows in table PCOUNT = 0 / size of special data area GCOUNT = 1 / one data group (required keyword) TFIELDS = 8 / number of fields in each row TTYPE1 = 'EVENT_ID' / label for field 1 TFORM1 = '1J ' / data format of field: 4-byte INTEGER TZERO1 = 2147483648 / offset for unsigned integers TSCAL1 = 1 / data are not scaled TTYPE2 = 'TIME ' / label for field 2 TFORM2 = '1D ' / data format of field: 8-byte DOUBLE TUNIT2 = 's ' / physical unit of field TTYPE3 = 'RA ' / label for field 3 TFORM3 = '1E ' / data format of field: 4-byte REAL TUNIT3 = 'deg ' / physical unit of field TTYPE4 = 'DEC ' / label for field 4 TFORM4 = '1E ' / data format of field: 4-byte REAL TUNIT4 = 'deg ' / physical unit of field TTYPE5 = 'ENERGY ' / label for field 5 TFORM5 = '1E ' / data format of field: 4-byte REAL TUNIT5 = 'TeV ' / physical unit of field TTYPE6 = 'DETX ' / label for field 6 TFORM6 = '1E ' / data format of field: 4-byte REAL TUNIT6 = 'deg ' / physical unit of field TTYPE7 = 'DETY ' / label for field 7 TFORM7 = '1E ' / data format of field: 4-byte REAL TUNIT7 = 'deg ' / physical unit of field TTYPE8 = 'MC_ID ' / label for field 8 TFORM8 = '1J ' / data format of field: 4-byte INTEGER EXTNAME = 'EVENTS ' / name of this extension DSTYP1 = 'TIME ' / Data sub-space type DSUNI1 = 's ' / Data sub-space unit DSVAL1 = 'TABLE ' / Data sub-space value DSREF1 = ':GTI ' / Data sub-space reference DSTYP2 = 'ENERGY ' / Data sub-space type DSUNI2 = 'TeV ' / Data sub-space unit DSVAL2 = '0.1:100 ' / Data sub-space value DSTYP3 = 'POS(RA,DEC)' / Data sub-space type DSUNI3 = 'deg ' / Data sub-space unit DSVAL3 = 'CIRCLE(84,21.5,5)' / Data sub-space value NDSKEYS = 3 / Number of data sub-space keys NMCIDS = 2 / Number of Monte Carlo identifiers MID00001= 1 / Monte Carlo identifier for model 1 MMN00001= 'Crab ' / Name of model 1 MID00002= 2 / Monte Carlo identifier for model 2 MMN00002= 'Background' / Name of model 2 CREATOR = 'GammaLib' / Program which created the file TELESCOP= 'CTA ' / Telescope OBS_ID = 0 / Observation identifier DATE_OBS= '2020-01-01' / Observation start date TIME_OBS= '00:15:00' / Observation start time DATE_END= '2020-01-01' / Observation end date TIME_END= '00:30:00' / Observation end time TSTART = 6.3110976918E+08 / [s] Mission time of start of observation TSTOP = 6.3111066918E+08 / [s] Mission time of end of observation MJDREFI = 51544 / [days] Integer part of time reference MJD MJDREFF = 5.0000000000E-01 / [days] Fractional part of time reference MJD TIMEUNIT= 's ' / Time unit TIMESYS = 'TT ' / Time system TIMEREF = 'LOCAL ' / Time reference TELAPSE = 9.0000000042E+02 / [s] Mission elapsed time ONTIME = 9.0000000042E+02 / [s] Total good time including deadtime LIVETIME= 8.8200000041E+02 / [s] Total livetime DEADC = 9.8000000000E-01 / Deadtime correction factor TIMEDEL = 1.0000000000E+00 / Time resolution OBJECT = ' ' / Observed object RA_OBJ = 0.0000000000E+00 / [deg] Target Right Ascension DEC_OBJ = 0.0000000000E+00 / [deg] Target Declination RA_PNT = 8.4000000000E+01 / [deg] Pointing Right Ascension DEC_PNT = 2.1500000000E+01 / [deg] Pointing Declination ALT_PNT = 9.0000000000E+01 / [deg] Average altitude of pointing AZ_PNT = 0.0000000000E+00 / [deg] Average azimuth of pointing RADECSYS= 'FK5 ' / Coordinate system EQUINOX = 2.0000000000E+03 / Epoch CONV_DEP= 0.0000000000E+00 / Convergence depth of telescopes CONV_RA = 0.0000000000E+00 / [deg] Convergence Right Ascension CONV_DEC= 0.0000000000E+00 / [deg] Convergence Declination OBSERVER= 'string ' / Observer N_TELS = 0 / Number of telescopes in event list TELLIST = 'string ' / Telescope IDs GEOLAT = 0.0000000000E+00 / [deg] Geographic latitude of array centre GEOLON = 0.0000000000E+00 / [deg] Geographic longitude of array centre ALTITUDE= 0.0000000000E+00 / [km] Altitude of array centre EUNIT = 'TeV ' / Energy unit EVTVER = 'draft1 ' / Event list version number END AD!BXAT>EY>0/[lAE#Bp\A>: +>;AEBK A=G?6ʾ3AGB5A>r>-pAHFNBlAy=Q|?jctAH3dB;Aft>w>⾶AH BcA>P\><::8AIR +BIAe=螒? 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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, see . +# +# ========================================================================== +import gammalib +import cscripts +from testing import test + + +# ================================ # +# Test class for csphagen script # +# ================================ # +class Test(test): + """ + Test class for csphagen script + + This test class makes unit tests for the csphagen script by using it + from the command line and from Python. + """ + + # Constructor + def __init__(self): + """ + Constructor + """ + # Call base class constructor + test.__init__(self) + self._myevents1 = self._datadir + '/crab_offaxis1.fits' + self._myevents2 = self._datadir + '/crab_offaxis2.fits' + self._exclusion = self._datadir + '/crab_exclusion.fits' + self._nreg_with_excl = 5 + self._nreg_wo_excl = 8 + self._nreg_mul = [self._nreg_with_excl, 6] + self._nbins = 20 + # number of expected background regions with/wo exclusion, + # and for two different runs + + # Return + return + + # Set test functions + def set(self): + """ + Set all test functions. + """ + # Set test name + self.name('csphagen') + + # Append tests + self.append(self._test_cmd, 'Test csphagen on command line') + self.append(self._test_python, 'Test csphagen from Python') + + # Return + return + + # Test csphagen on command line + def _test_cmd(self): + """ + Test csphagen on the command line. + """ + # Set script name + csphagen = self._script('csphagen') + + # Setup csphagen command + cmd = csphagen + ' inobs="' + self._myevents1 + \ + '" caldb="' + self._caldb + '" irf="' + self._irf + \ + '" ebinalg="LOG" emin=0.1 emax=100. enumbins=' + \ + str(self._nbins) + \ + ' coordsys="CEL" ra=83.633 dec=22.0145' + \ + ' rad=0.2 stack="no" inexclusion="' + \ + self._exclusion + \ + '" outobs="csphagen_cmd1.xml" prefix="csphagen_cmd1" ' + \ + 'logfile="csphagen_cmd1.log" chatter=2' + + # Check if execution of wrong command fails + self.test_assert(self._execute('command_that_does_not_exist') != 0, + 'Self test of test script') + + # Check if execution was successful + self.test_assert(self._execute(cmd) == 0, + 'Check successful execution from command line') + + # Check output files + self._check_output('csphagen_cmd1', self._nbins, self._nreg_with_excl) + self._check_outobs('csphagen_cmd1', 1) + + # Setup csphagen command + cmd = csphagen + ' inobs="events_that_do_not_exist.fits" ' + \ + 'caldb="' + self._caldb + '" irf="' + self._irf + \ + '" ebinalg="LOG" emin=0.1 emax=100. enumbins=' + \ + str(self._nbins) + \ + ' coordsys="CEL" ra=83.633 dec=22.0145' + \ + ' rad=0.2 stack="no" inexclusion="' + \ + self._exclusion + \ + '" outobs="csphagen_cmd2.xml" prefix="csphagen_cmd2" ' + \ + 'logfile="csphagen_cmd2.log" chatter=1' + + # Check if execution failed + self.test_assert(self._execute(cmd) != 0, + 'Check invalid input file when executed from command line') + + # Check csphagen --help + self._check_help(csphagen) + + # Return + return + + def _test_python(self): + """ + Test csphagen from Python + """ + # Same test as from command line + phagen = cscripts.csphagen() + phagen['inobs'] = self._myevents1 + phagen['caldb'] = self._caldb + phagen['irf'] = self._irf + phagen['ebinalg'] = 'LOG' + phagen['emin'] = 0.1 + phagen['emax'] = 100.0 + phagen['enumbins'] = self._nbins + phagen['coordsys'] = 'CEL' + phagen['ra'] = 83.633 + phagen['dec'] = 22.0145 + phagen['rad'] = 0.2 + phagen['stack'] = False + phagen['inexclusion'] = self._exclusion + phagen['outobs'] = 'csphagen_py1.xml' + phagen['prefix'] = 'csphagen_py1' + phagen['logfile'] = 'csphagen_py1.log' + phagen['chatter'] = 1 + + # Run script + phagen.execute() + + # Check output + self._check_output('csphagen_py1', self._nbins, self._nreg_with_excl) + self._check_outobs('csphagen_py1', 1) + + # Now test without exclusion region + phagen = cscripts.csphagen() + phagen['inobs'] = self._myevents1 + phagen['caldb'] = self._caldb + phagen['irf'] = self._irf + phagen['ebinalg'] = 'LOG' + phagen['emin'] = 0.1 + phagen['emax'] = 100.0 + phagen['enumbins'] = self._nbins + phagen['coordsys'] = 'CEL' + phagen['ra'] = 83.633 + phagen['dec'] = 22.0145 + phagen['rad'] = 0.2 + phagen['stack'] = False + phagen['outobs'] = 'csphagen_py2.xml' + phagen['prefix'] = 'csphagen_py2' + phagen['logfile'] = 'csphagen_py2.log' + phagen['chatter'] = 2 + + # Run script + phagen.execute() + + # Check output + self._check_output('csphagen_py2', self._nbins, self._nreg_wo_excl) + self._check_outobs('csphagen_py2', 1) + + # Test with multiple input observations, no stacking + # Create observation container + obs = gammalib.GObservations() + for s, events in enumerate([self._myevents1, self._myevents2]): + run = gammalib.GCTAObservation(events) + run.id(str(s + 1)) + run.response(self._irf, gammalib.GCaldb('cta', self._caldb)) + obs.append(run) + + # Setup csphagen + phagen = cscripts.csphagen(obs) + phagen['ebinalg'] = 'LOG' + phagen['emin'] = 0.1 + phagen['emax'] = 100.0 + phagen['enumbins'] = self._nbins + phagen['coordsys'] = 'CEL' + phagen['ra'] = 83.633 + phagen['dec'] = 22.0145 + phagen['rad'] = 0.2 + phagen['stack'] = False + phagen['inexclusion'] = self._exclusion + phagen['outobs'] = 'csphagen_py3.xml' + phagen['prefix'] = 'csphagen_py3' + phagen['logfile'] = 'csphagen_py3.log' + phagen['chatter'] = 3 + + # Run script + phagen.execute() + + # Check output + for s in range(2): + self._check_output('csphagen_py3_' + str(s + 1), self._nbins, + self._nreg_mul[s]) + self._check_outobs('csphagen_py3', 2) + + # Test with multiple input observations and stacking + + # Setup csphagen + phagen = cscripts.csphagen(obs) + phagen['ebinalg'] = 'LOG' + phagen['emin'] = 0.1 + phagen['emax'] = 100.0 + phagen['enumbins'] = self._nbins + phagen['coordsys'] = 'CEL' + phagen['ra'] = 83.633 + phagen['dec'] = 22.0145 + phagen['rad'] = 0.2 + phagen['stack'] = True + phagen['inexclusion'] = self._exclusion + phagen['outobs'] = 'csphagen_py4.xml' + phagen['prefix'] = 'csphagen_py4' + phagen['logfile'] = 'csphagen_py4.log' + phagen['chatter'] = 4 + + # Run script + phagen.execute() + + # Check output + for s in range(2): + self._check_output('csphagen_py4_stacked', self._nbins, + 0, check_regions=False) + self._check_outobs('csphagen_py4', 1) + + return + + def _check_ebounds(self, table, bins): + """ + Check EBOUNDS table + """ + cols = ['E_MIN', 'E_MAX'] + + self.test_value(table.ncols(), len(cols), + 'Check for %d columns in energy bounds table' % len( + cols)) + self.test_value(table.nrows(), bins, + 'Check for %d rows in energy bounds table' % bins) + for col in cols: + self.test_assert(table.contains(col), + 'FITS file contains "' + col + '" column') + + return + + def _check_pha(self, filename, bins): + """ + Check PHA file + """ + # Expected column names + cols = ['CHANNEL', 'COUNTS', 'STAT_ERR', 'SYS_ERR', 'QUALITY', + 'GROUPING', 'AREASCAL', 'BACKSCAL'] + + # Open FITS file + fits = gammalib.GFits(filename) + + # Check FITS file structure + self.test_value(fits.size(), 3, + 'Check for 3 extensions in PHA file') + self.test_assert(fits.contains('SPECTRUM'), + 'FITS file contains "SPECTRUM" extension') + self.test_assert(fits.contains('EBOUNDS'), + 'FITS file contains "EBOUNDS" extension') + + # Get SPECTRUM table + table = fits['SPECTRUM'] + + # Check FITS table structure + self.test_value(table.ncols(), len(cols), + 'Check for %d columns in PHA table' % len(cols)) + self.test_value(table.nrows(), bins, + 'Check for %d rows in PHA table' % bins) + for col in cols: + self.test_assert(table.contains(col), + 'FITS file contains "' + col + '" column') + + # Check SPECTRUM table + table = fits['EBOUNDS'] + self._check_ebounds(table, bins) + + # Close FITS file + fits.close() + + # Return + return + + def _check_arf(self, filename, bins): + """ + Check ARF file + """ + # Expected column names + cols = ['ENERG_LO', 'ENERG_HI', 'SPECRESP', 'BACKRESP'] + + # Open FITS file + fits = gammalib.GFits(filename) + + # Check FITS file structure + self.test_value(fits.size(), 2, + 'Check for 2 extensions in ARF file') + self.test_assert(fits.contains('SPECRESP'), + 'FITS file contains "SPECRESP" extension') + + # Get SPECRESP table + table = fits['SPECRESP'] + + # Check FITS table structure + self.test_value(table.ncols(), len(cols), + 'Check for %d columns in ARF table' % len(cols)) + self.test_value(table.nrows(), bins, + 'Check for %d rows in ARF table' % bins) + for col in cols: + self.test_assert(table.contains(col), + 'FITS file contains "' + col + '" column') + + # Close FITS file + fits.close() + + # Return + return + + def _check_rmf(self, filename, bins): + """ + Check RMF file + """ + # Expected column names + cols = ['ENERG_LO', 'ENERG_HI', 'N_GRP', 'F_CHAN', 'N_CHAN', 'MATRIX'] + + # Open FITS file + fits = gammalib.GFits(filename) + + # Check FITS file structure + self.test_value(fits.size(), 3, + 'Check for 3 extensions in RMF file') + self.test_assert(fits.contains('MATRIX'), + 'FITS file contains "MATRIX" extension') + self.test_assert(fits.contains('EBOUNDS'), + 'FITS file contains "EBOUNDS" extension') + + # Get MATRIX table + table = fits['MATRIX'] + + # Check FITS table structure + self.test_value(table.ncols(), len(cols), + 'Check for %d columns in RMF table' % len(cols)) + self.test_value(table.nrows(), bins, + 'Check for %d rows in RMF table' % bins) + for col in cols: + self.test_assert(table.contains(col), + 'FITS file contains "' + col + '" column') + + # Check EBOUNDS table + table = fits['EBOUNDS'] + self._check_ebounds(table, bins) + + # Close FITS file + fits.close() + + # Return + return + + def _check_output(self, filenameroot, bins, nreg, check_regions=True): + """ + Check the output from a csphagen run + """ + # OGIP files + self._check_pha(filenameroot + '_pha_on.fits', bins) + self._check_pha(filenameroot + '_pha_off.fits', bins) + self._check_arf(filenameroot + '_arf.fits', bins) + self._check_rmf(filenameroot + '_rmf.fits', bins) + + # Optionally check for regions + if check_regions: + + # Check On region + onregion = (filenameroot+'_on.reg').replace('_1_', '_').replace('_2_', '_') + reg = gammalib.GSkyRegions(onregion) + self.test_value(reg.size(), 1, 'Check for 1 region in source region file') + + # Check for Off region + offregion = filenameroot + '_off.reg' + reg = gammalib.GSkyRegions(offregion) + self.test_value(reg.size(), nreg, 'Check for ' + str(nreg) + + ' region in background region file') + + # Return + return + + def _check_outobs(self, filenameroot, nout): + """ + Check the output XML file containing ON/OFF observations + """ + # Load observation container + obs = gammalib.GObservations(filenameroot + '.xml') + + # Check container size + self.test_value(obs.size(), nout, 'Check for ' + str(nout) + + ' observations in XML file') + + # Return + return diff --git a/test/test_python_cscripts.py b/test/test_python_cscripts.py index 0ffbfe0..98b8445 100755 --- a/test/test_python_cscripts.py +++ b/test/test_python_cscripts.py @@ -37,6 +37,7 @@ import test_csobs2caldb import test_csobsdef import test_csobsinfo import test_csobsselect +import test_csphagen import test_csphasecrv import test_cspull import test_csresmap @@ -127,6 +128,7 @@ def test(installed=False, debug=False): test_csobsdef.Test(), test_csobsinfo.Test(), test_csobsselect.Test(), + test_csphagen.Test(), test_csphasecrv.Test(), test_cspull.Test(), test_csresmap.Test(),