From c83eb61f98d368995a830514429400c6e795ab53 Mon Sep 17 00:00:00 2001 From: John Moustakas Date: Sat, 18 Feb 2023 10:59:52 -0800 Subject: [PATCH 01/18] begin updating docs --- bin/mpi-fastspecfit.slurm | 6 +- bin/validate-production | 58 ++++++-- doc/api.rst | 3 - doc/fuji.rst | 239 +++++++++++++++++++++++++++++++++ doc/index.rst | 3 +- doc/{fujilupe.rst => iron.rst} | 0 6 files changed, 289 insertions(+), 20 deletions(-) create mode 100644 doc/fuji.rst rename doc/{fujilupe.rst => iron.rst} (100%) diff --git a/bin/mpi-fastspecfit.slurm b/bin/mpi-fastspecfit.slurm index ef13c565..34d05372 100644 --- a/bin/mpi-fastspecfit.slurm +++ b/bin/mpi-fastspecfit.slurm @@ -1,15 +1,15 @@ #! /bin/bash #SBATCH -A desi #SBATCH -C cpu -#SBATCH -o /global/cfs/cdirs/desi/spectro/fastspecfit/fuji/logs/fastspec-fuji-03.log.%j +#SBATCH -o /global/cfs/cdirs/desi/spectro/fastspecfit/iron/logs/fastspec-iron-01.log.%j #SBATCH --mail-user=jmoustakas@siena.edu #SBATCH --mail-type=ALL #SBATCH -q regular #SBATCH -N 32 #SBATCH -n 32 -#SBATCH -t 01:00:00 +#SBATCH -t 04:00:00 # sbatch /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.slurm #time srun -n 16 -c 128 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh makeqa fuji 128 healpix -time srun -n 64 -c 128 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastspec fuji 128 healpix +time srun -n 32 -c 128 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastspec iron 128 healpix cmx,sv1,sv2,sv3 diff --git a/bin/validate-production b/bin/validate-production index 0a0ea31b..4bbec25a 100755 --- a/bin/validate-production +++ b/bin/validate-production @@ -53,7 +53,7 @@ def check_one_catalog(zcatfile, specprod): np.sum(zdiff), len(fast), np.sum(zdiff)/len(fast), fastfile)) outfile = os.path.basename(fastfile) - outfile = outfile.replace('fastspec-', '{fastspec,fastphot}-') + #outfile = outfile.replace('fastspec-', '{fastspec,fastphot}-') return outfile, len(fast), np.sum(zdiff) @@ -77,7 +77,7 @@ def check_catalogs(specprod_dir, fastspecdir, specprod, mp=1): fast = fitsio.read(fastfile, ext='METADATA', columns=['Z', 'Z_RR']) zdiff = fast['Z'] != fast['Z_RR'] fastfile = os.path.basename(fastfile) - fastfile = fastfile.replace('fastspec-', '{fastspec,fastphot}-') + #fastfile = fastfile.replace('fastspec-', '{fastspec,fastphot}-') fastfiles.append(fastfile) nrows.append(len(fast)) @@ -169,7 +169,40 @@ def fileinfo(filelist, sortbyrows=False): return widths, lines, headers -def build_table(specwidths, speclines, photwidths, photlines, specheaders, photheaders): +def build_table(widths, lines, headers): + + for ii, width in enumerate(widths): + if ii == len(widths)-1: + print(''.join(np.repeat('=', width))) + else: + print(''.join(np.repeat('=', width))+' ', end='') + + for ii, (width, dd) in enumerate(zip(widths, headers)): + if ii == len(widths)-1: + print(str.ljust(dd, width)) + else: + print(str.ljust(dd, width)+' ', end='') + + for ii, width in enumerate(widths): + if ii == len(widths)-1: + print(''.join(np.repeat('=', width))) + else: + print(''.join(np.repeat('=', width))+' ', end='') + + for line in lines: + for ii, (width, dd) in enumerate(zip(widths, line)): + if ii == len(widths)-1: + print(str.ljust(dd, width)) + else: + print(str.ljust(dd, width)+' ', end='') + + for ii, width in enumerate(widths): + if ii == len(widths)-1: + print(''.join(np.repeat('=', width))) + else: + print(''.join(np.repeat('=', width))+' ', end='') + +def build_table_withphot(specwidths, speclines, photwidths, photlines, specheaders, photheaders): headers = np.hstack((specheaders, photheaders)) widths = np.hstack((specwidths, photwidths)) @@ -290,29 +323,28 @@ def main(): fastspecdir = '/global/cfs/cdirs/desi/spectro/fastspecfit/'+args.specprod specprod_dir = os.path.join(desi_root, 'spectro', 'redux', args.specprod) - if args.specprod == 'guadalupe': - sortbyrows = True - else: + if args.specprod == 'fuji': sortbyrows = False + else: + sortbyrows = True # Do statistics. if args.statistics: # by survey fastspecfiles = np.hstack((sorted(glob(os.path.join(fastspecdir, 'catalogs', 'fastspec-{}-*.fits'.format(args.specprod)))), os.path.join(fastspecdir, 'catalogs', 'fastspec-{}.fits'.format(args.specprod)))) - fastphotfiles = np.hstack((sorted(glob(os.path.join(fastspecdir, 'catalogs', 'fastphot-{}-*.fits'.format(args.specprod)))), - os.path.join(fastspecdir, 'catalogs', 'fastphot-{}.fits'.format(args.specprod)))) - #fastspecfiles = np.array(sorted(glob(os.path.join(fastspecdir, 'catalogs', 'fastspec-{}-*.fits'.format(args.specprod))))) - #fastphotfiles = np.array(sorted(glob(os.path.join(fastspecdir, 'catalogs', 'fastphot-{}-*.fits'.format(args.specprod))))) specwidths, speclines, specheaders = fileinfo(fastspecfiles, sortbyrows=sortbyrows) - photwidths, photlines, photheaders = fileinfo(fastphotfiles, sortbyrows=sortbyrows) - build_table(specwidths, speclines, photwidths, photlines, specheaders, photheaders) + build_table(specwidths, speclines, specheaders) + #fastphotfiles = np.hstack((sorted(glob(os.path.join(fastspecdir, 'catalogs', 'fastphot-{}-*.fits'.format(args.specprod)))), + # os.path.join(fastspecdir, 'catalogs', 'fastphot-{}.fits'.format(args.specprod)))) + #photwidths, photlines, photheaders = fileinfo(fastphotfiles, sortbyrows=sortbyrows) + #build_table_withphot(specwidths, speclines, photwidths, photlines, specheaders, photheaders) # Validate files. if args.validate: # check for infinity and other crap check_infinity(fastspecdir, specprod_dir, args.specprod, mp=args.mp) - check_infinity(fastspecdir, specprod_dir, args.specprod, mp=args.mp, fastphot=True) + #check_infinity(fastspecdir, specprod_dir, args.specprod, mp=args.mp, fastphot=True) # verify that we have all the targets we expect and also summarize the # number of targets with corrected redshifts diff --git a/doc/api.rst b/doc/api.rst index 85b28804..98f844d3 100644 --- a/doc/api.rst +++ b/doc/api.rst @@ -16,9 +16,6 @@ API .. automodule:: fastspecfit.fastspecfit :members: -.. automodule:: fastspecfit.fnnls - :members: - .. automodule:: fastspecfit.html :members: diff --git a/doc/fuji.rst b/doc/fuji.rst new file mode 100644 index 00000000..2de90aad --- /dev/null +++ b/doc/fuji.rst @@ -0,0 +1,239 @@ +.. _fuji vac: + +Fuji VAC +======== + +.. contents:: Contents + :depth: 4 + +Overview +-------- + +This page describes the content and construction of the **version 2.0** +``FastSpecFit`` value-added catalogs (VACs) which were generated from the DESI +**Fuji** spectroscopic production, which will be publicly released as part of +the `DESI Early Data Release (DESI/EDR)`_ in mid-2023 (exact date TBD). + +Data Access and Organization +---------------------------- + +The Fuji VAC can be accessed at the following url: + +========================== =================================================================== +Value-Added Catalog URL +========================== =================================================================== +Fuji (EDR) https://data.desi.lbl.gov/public/edr/vac/fastspecfit/fuji/v2.0 +========================== =================================================================== + +.. highlight:: none + +.. note:: + + DESI Collaborators may access the catalogs directly at `NERSC`_ at the + following directory:: + + /global/cfs/cdirs/desi/public/edr/vac/fastspecfit/fuji/v2.0 + +.. highlight:: default + +Within each data release directory, there are two key subdirectories, `healpix` +and `catalogs`, which we now describe in more detail. + +Healpix Catalogs +~~~~~~~~~~~~~~~~ + +We run ``FastSpecFit`` on the healpix-coadded DESI spectra, and organize the +files identically to how the spectra, redshift catalogs, and other data products +are organized in the DESI data releases (as documented `here`_). In other words, +for a given spectroscopic production ``SPECPROD=fuji``), the individual +``fastspec`` files (see :ref:`algorithms`) can be found at the following +location:: + + healpix/SURVEY/PROGRAM/HPIXGROUP/HEALPIX/fastspec-SURVEY-PROGRAM-HEALPIX.fits.gz + +where ``SURVEY``, ``PROGRAM``, ``HPIXGROUP``, and ``HEALPIX`` are fully +documented `here`_. + +.. note:: + + The ``fastspec`` catalogs are gzipped because they contain the fitting + results as well as the best-fitting model spectra; see the :ref:`fastspec + data model` pages for a full description of the contents + of these files. + +.. _`merged catalogs`: + +Merged Catalogs +~~~~~~~~~~~~~~~ + +Most users will be interested in the merged ``FastSpecFit`` catalogs, which we +summarize in the tables below. Note that the last row of each table is a +super-merge of all the preceding catalogs (i.e., a merge over all possible +surveys and programs) listed in the table. + +Fuji +"""" + +.. rst-class:: columns + +=============================== ========= ================= +File Name File Size Number of Targets +=============================== ========= ================= +fastspec-fuji-cmx-other.fits 11.6 MB 2,771 +fastspec-fuji-special-dark.fits 145 MB 35,647 +fastspec-fuji-sv1-backup.fits 15.5 MB 3,683 +fastspec-fuji-sv1-bright.fits 524 MB 126,677 +fastspec-fuji-sv1-dark.fits 976 MB 235,881 +fastspec-fuji-sv1-other.fits 141 MB 34,150 +fastspec-fuji-sv2-backup.fits 602 KB 107 +fastspec-fuji-sv2-bright.fits 193 MB 46,510 +fastspec-fuji-sv2-dark.fits 218 MB 52,771 +fastspec-fuji-sv3-backup.fits 6.62 MB 1,564 +fastspec-fuji-sv3-bright.fits 1.08 GB 265,324 +fastspec-fuji-sv3-dark.fits 2.41 GB 592,394 +fastspec-fuji.fits 5.7 GB 1,397,479 +=============================== ========= ================= + +.. note:: + + In order to keep the size of the files reasonable, the `fastspec` files do + not contain the ``MODELS`` FITS extension (see the :ref:`fastspec data + model` page for a description of this FITS extension). + +Sample Selection +---------------- + +The sample selection---in other words, the criteria used the choose which DESI +targets to fit---were chosen to be very inclusive so that modeling results would +be available for as many objects as possible. In brief, we fit *all* +extragalactic (redshift greater than 0.001) non-sky (i.e., object) targets in +both Fuji and Guadalupe, with no cuts on targeting bits, redshift or +fiber-assignment warning bits, or other quality cuts. + +Specifically, let ``redrockfile`` be the full pathname to a given `redrock +catalog`_. The following bit of Python code illustrates which targets we fit: + +.. code-block:: python + + import fitsio + import numpy as np + from fastspecfit.io import ZWarningMask + + zb = fitsio.read(redrockfile, 'REDSHIFTS') + fm = fitsio.read(redrockfile, 'FIBERMAP') + + I = np.where((zb['Z'] > 0.001) * (fm['OBJTYPE'] == 'TGT') * + (zb['ZWARN'] & ZWarningMask.NODATA == 0))[0] + +where the ``ZWarningMask.NODATA`` bit indicates a spectrum which contains no +data (all inverse variance pixel values in the extracted spectrum are zero). + +Updated QSO Redshifts +~~~~~~~~~~~~~~~~~~~~~ + +For a small but important fraction of quasar (QSO) targets, the redshift +determined by Redrock is incorrect. To mitigate this issue, the DESI team has +developed an approach to rectify the redshift nominally measured by Redrock +using the machine-learning algorithm ``QuasarNet``. In the Fuji and Guadalupe +``FastSpecFit`` VACs we adopt the same algorithm. + +Specifically, let ``redrockfile`` and ``qnfile`` be the full pathname to a given +`redrock catalog`_ and `QuasarNet catalog`_, respectively. We update the Redrock +redshift ``Z`` (and store the original Redrock redshift in ``Z_RR``; see the +:ref:`fastspec data model` and :ref:`fastphot data +model`) using the following bit of code: + +.. code-block:: python + + import fitsio + import numpy as np + from astropy.table import Table + + zb = Table(fitsio.read(redrockfile, 'REDSHIFTS')) + qn = Table(fitsio.read(qnfile, 'QN_RR')) + + QNLINES = ['C_LYA', 'C_CIV', 'C_CIII', 'C_MgII', 'C_Hbeta', 'C_Halpha'] + + qn['IS_QSO_QN'] = np.max(np.array([qn[name] for name in linecols]), axis=0) > 0.95 + qn['IS_QSO_QN_NEW_RR'] &= qn['IS_QSO_QN'] + if np.count_nonzero(qn['IS_QSO_QN_NEW_RR']) > 0: + zb['Z'][qn['IS_QSO_QN_NEW_RR']] = qn['Z_NEW'][qn['IS_QSO_QN_NEW_RR']] + +For reference, the table below summarizes the number of objects with updated +redshifts in each of the Fuji and Guadalupe :ref:`merged catalogs`: + +.. rst-class:: columns + +=============================== ================= =============================== +Catalog Number of Targets Number with Corrected Redshifts +=============================== ================= =============================== +fastspec-fuji-cmx-other.fits 2,771 56 +fastspec-fuji-special-dark.fits 35,647 311 +fastspec-fuji-sv1-backup.fits 3,683 100 +fastspec-fuji-sv1-bright.fits 126,677 64 +fastspec-fuji-sv1-dark.fits 235,881 3,749 +fastspec-fuji-sv1-other.fits 34,150 168 +fastspec-fuji-sv2-backup.fits 107 0 +fastspec-fuji-sv2-bright.fits 46,510 8 +fastspec-fuji-sv2-dark.fits 52,771 1,019 +fastspec-fuji-sv3-backup.fits 1,564 0 +fastspec-fuji-sv3-bright.fits 265,324 132 +fastspec-fuji-sv3-dark.fits 592,394 3,397 +fastspec-fuji.fits 1,397,479 9,004 +=============================== ================= =============================== + +Known Issues +------------ + +This section documents any issues or problems which were identified with these +VACs after their final release. To date, no major issues have been identified! +To report projects or to request new features please `open a ticket`_. + +Acknowledgements +---------------- + +For questions (or problems) regarding these catalogs or their construction, +please `open a ticket`_ and/or contact `John Moustakas`_. + +JM gratefully acknowledges funding support for this work from the +U.S. Department of Energy, Office of Science, Office of High Energy Physics +under Award Number DE-SC0020086. We also gratefully acknowledge important +contributions to the VACs presented herein from the following individuals: + +* Arjun Dey (NSF's NOIRLab) +* Stephen Bailey (Lawrence Berkeley National Lab) +* Rebecca Canning (University of Portsmouth) +* Victoria Fawcett (Durham University) +* Stephanie Juneau (NSF's NOIRLab) +* Ashod Khederlarian (University of Pittsburgh) +* Dustin Lang (Perimeter Institute of Theoretical Physics) +* Adam Myers (University of Wyoming) +* Jeffrey Newman (University of Pittsburgh) +* Ragadeepika Pucha (University of Arizona) +* Anand Raichoor (Lawrence Berkeley National Lab) +* Khaled Said (Australian National University) +* David Setton (University of Pittsburgh) +* Benjamin Weaver (NSF's NOIRLab) + +DESI research is supported by the Director, Office of Science, Office of High +Energy Physics of the U.S. Department of Energy under Contract +No. DE–AC02–05CH11231, and by the National Energy Research Scientific Computing +Center, a DOE Office of Science User Facility under the same contract; +additional support for DESI is provided by the U.S. National Science Foundation, +Division of Astronomical Sciences under Contract No. AST-0950945 to the NSF’s +National Optical-Infrared Astronomy Research Laboratory; the Science and +Technologies Facilities Council of the United Kingdom; the Gordon and Betty +Moore Foundation; the Heising-Simons Foundation; the French Alternative Energies +and Atomic Energy Commission (CEA); the National Council of Science and +Technology of Mexico (CONACYT); the Ministry of Science and Innovation of Spain +(MICINN), and by the `DESI Member Institutions`_. + +.. _`DESI Early Data Release (DESI/EDR)`: https://data.desi.lbl.gov/public/edr +.. _`DESI/EDR`: https://data.desi.lbl.gov/public/edr +.. _`NERSC`: https://nersc.gov +.. _`here`: https://data.desi.lbl.gov/doc/organization/ +.. _`redrock catalog`: https://desidatamodel.readthedocs.io/en/latest/DESI_SPECTRO_REDUX/SPECPROD/healpix/SURVEY/PROGRAM/PIXGROUP/PIXNUM/redrock-SURVEY-PROGRAM-PIXNUM.html +.. _`quasarnet catalog`: https://desidatamodel.readthedocs.io/en/latest/DESI_SPECTRO_REDUX/SPECPROD/healpix/SURVEY/PROGRAM/PIXGROUP/PIXNUM/qso_qn-SURVEY-PROGRAM-PIXNUM.html +.. _`open a ticket`: https://github.com/desihub/fastspecfit/issues +.. _`John Moustakas`: mailto:jmoustakas@siena.edu +.. _`DESI Member Institutions`: https://www.desi.lbl.gov/collaborating-institutions diff --git a/doc/index.rst b/doc/index.rst index b16f7d8c..869ed194 100644 --- a/doc/index.rst +++ b/doc/index.rst @@ -33,7 +33,8 @@ Value-Added Catalogs .. toctree:: :maxdepth: 1 - fujilupe.rst + fuji.rst + iron.rst Data Model ---------- diff --git a/doc/fujilupe.rst b/doc/iron.rst similarity index 100% rename from doc/fujilupe.rst rename to doc/iron.rst From 9f27645ac27686439d70c7dfb5dc0b06ba2b9e10 Mon Sep 17 00:00:00 2001 From: John Moustakas Date: Sun, 19 Feb 2023 05:37:04 -0800 Subject: [PATCH 02/18] fix iron.rst problem --- bin/mpi-fastspecfit.sh | 22 +++--- bin/mpi-fastspecfit.slurm | 8 +-- doc/fuji.rst | 18 ++--- doc/iron.rst | 137 +++++++++++++++++++------------------- 4 files changed, 91 insertions(+), 94 deletions(-) diff --git a/bin/mpi-fastspecfit.sh b/bin/mpi-fastspecfit.sh index d1fd152b..0a37d708 100755 --- a/bin/mpi-fastspecfit.sh +++ b/bin/mpi-fastspecfit.sh @@ -10,25 +10,25 @@ #salloc -N 4 -C cpu -A desi -L cfs -t 04:00:00 --qos interactive # Testing-- -#srun -n 4 -c 128 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastspec-test fuji 128 > /global/cfs/cdirs/desi/spectro/fastspecfit/fuji/logs/fastspec-test.log.1 2>&1 & +#srun -n 4 -c 128 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastspec-test iron 128 > /global/cfs/cdirs/desi/spectro/fastspecfit/iron/logs/fastspec-test.log.1 2>&1 & # Perlmutter w/ shifter #salloc -N 4 -C cpu -A desi -L cfs -t 04:00:00 --qos interactive --image=docker:desihub/fastspecfit:2.1.1 -#srun -n 4 -c 128 --kill-on-bad-exit=0 --no-kill shifter --module=mpich /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastspec fuji 128 healpix sv1 > /global/cfs/cdirs/desi/spectro/fastspecfit/fuji/logs/fastspec-fuji-sv1.log.1 2>&1 & +#srun -n 4 -c 128 shifter --module=mpich /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastspec iron 128 healpix cmx,sv1,sv2,sv3,special > /global/cfs/cdirs/desi/spectro/fastspecfit/iron/logs/fastspec-iron-sv1.log.1 2>&1 & -#srun -n 16 -c 32 --kill-on-bad-exit=0 --no-kill shifter --module=mpich /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastspec 32 sv2 dark > /global/cfs/cdirs/desi/spectro/fastspecfit/fuji/logs/fastspec-fuji-sv2-dark.log.1 2>&1 & -#srun -n 16 -c 32 --kill-on-bad-exit=0 --no-kill shifter --module=mpich /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastphot 32 sv2 dark > /global/cfs/cdirs/desi/spectro/fastspecfit/fuji/logs/fastphot-fuji-sv2-dark.log.1 2>&1 & -#srun -n 16 -c 32 --kill-on-bad-exit=0 --no-kill shifter --module=mpich /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh qafastspec 32 > qafastspec-fuji.log.1 2>&1 & -#srun -n 16 -c 32 --kill-on-bad-exit=0 --no-kill shifter --module=mpich /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh qafastphot 32 > qafastphot-fuji.log.1 2>&1 & +#srun -n 16 -c 32 shifter --module=mpich /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastspec 32 sv2 dark > /global/cfs/cdirs/desi/spectro/fastspecfit/iron/logs/fastspec-iron-sv2-dark.log.1 2>&1 & +#srun -n 16 -c 32 shifter --module=mpich /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastphot 32 sv2 dark > /global/cfs/cdirs/desi/spectro/fastspecfit/iron/logs/fastphot-iron-sv2-dark.log.1 2>&1 & +#srun -n 16 -c 32 shifter --module=mpich /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh qafastspec 32 > qafastspec-iron.log.1 2>&1 & +#srun -n 16 -c 32 shifter --module=mpich /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh qafastphot 32 > qafastphot-iron.log.1 2>&1 & # Cori #salloc -N 32 -C haswell -A desi -L cfs -t 04:00:00 --qos interactive --image=docker:desihub/fastspecfit:2.1.1 -#srun -n 32 -c 32 --kill-on-bad-exit=0 --no-kill shifter --module=mpich /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastspec fuji 32 healpix sv1 > /global/cfs/cdirs/desi/spectro/fastspecfit/fuji/logs/fastspec-fuji-sv2sv3.log.1 2>&1 & +#srun -n 32 -c 32 shifter --module=mpich /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastspec iron 32 healpix sv1 > /global/cfs/cdirs/desi/spectro/fastspecfit/iron/logs/fastspec-iron-sv2sv3.log.1 2>&1 & -#srun -n 16 -c 32 --kill-on-bad-exit=0 --no-kill shifter --module=mpich-cle6 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastspec fuji 32 - sv1 > /global/cfs/cdirs/desi/spectro/fastspecfit/fuji/logs/fastspec-fuji-sv1.log.1 2>&1 & -#srun -n 16 -c 32 --kill-on-bad-exit=0 --no-kill shifter --module=mpich-cle6 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastphot 32 sv2 dark > /global/cfs/cdirs/desi/spectro/fastspecfit/fuji/logs/fastphot-fuji-sv2-dark.log.1 2>&1 & -#srun -n 16 -c 32 --kill-on-bad-exit=0 --no-kill shifter --module=mpich-cle6 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh qafastspec 32 > qafastspec-fuji.log.1 2>&1 & -#srun -n 16 -c 32 --kill-on-bad-exit=0 --no-kill shifter --module=mpich-cle6 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh qafastphot 32 > qafastphot-fuji.log.1 2>&1 & +#srun -n 16 -c 32 shifter --module=mpich-cle6 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastspec iron 32 - sv1 > /global/cfs/cdirs/desi/spectro/fastspecfit/iron/logs/fastspec-iron-sv1.log.1 2>&1 & +#srun -n 16 -c 32 shifter --module=mpich-cle6 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastphot 32 sv2 dark > /global/cfs/cdirs/desi/spectro/fastspecfit/iron/logs/fastphot-iron-sv2-dark.log.1 2>&1 & +#srun -n 16 -c 32 shifter --module=mpich-cle6 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh qafastspec 32 > qafastspec-iron.log.1 2>&1 & +#srun -n 16 -c 32 shifter --module=mpich-cle6 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh qafastphot 32 > qafastphot-iron.log.1 2>&1 & codedir=/global/homes/i/ioannis/code/desihub #codedir=/usr/local/bin diff --git a/bin/mpi-fastspecfit.slurm b/bin/mpi-fastspecfit.slurm index 34d05372..9fbe893d 100644 --- a/bin/mpi-fastspecfit.slurm +++ b/bin/mpi-fastspecfit.slurm @@ -5,11 +5,11 @@ #SBATCH --mail-user=jmoustakas@siena.edu #SBATCH --mail-type=ALL #SBATCH -q regular -#SBATCH -N 32 -#SBATCH -n 32 -#SBATCH -t 04:00:00 +#SBATCH -N 64 +#SBATCH -n 64 +#SBATCH -t 00:30:00 # sbatch /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.slurm #time srun -n 16 -c 128 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh makeqa fuji 128 healpix -time srun -n 32 -c 128 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastspec iron 128 healpix cmx,sv1,sv2,sv3 +time srun -n 64 -c 128 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastspec iron 128 healpix cmx,sv1,sv2,sv3,special diff --git a/doc/fuji.rst b/doc/fuji.rst index 2de90aad..2cb83462 100644 --- a/doc/fuji.rst +++ b/doc/fuji.rst @@ -9,15 +9,15 @@ Fuji VAC Overview -------- -This page describes the content and construction of the **version 2.0** -``FastSpecFit`` value-added catalogs (VACs) which were generated from the DESI -**Fuji** spectroscopic production, which will be publicly released as part of -the `DESI Early Data Release (DESI/EDR)`_ in mid-2023 (exact date TBD). +This page describes the content and construction of the ``FastSpecFit`` +value-added catalogs (VACs) which were generated from the DESI **Fuji** +spectroscopic production. These catalogs will be publicly released as part of +the `DESI Early Data Release (DESI/EDR)`_ in April 2023. Data Access and Organization ---------------------------- -The Fuji VAC can be accessed at the following url: +The Fuji VACs can be accessed at the following url: ========================== =================================================================== Value-Added Catalog URL @@ -36,8 +36,8 @@ Fuji (EDR) https://data.desi.lbl.gov/public/edr/vac/fastspecfit/ .. highlight:: default -Within each data release directory, there are two key subdirectories, `healpix` -and `catalogs`, which we now describe in more detail. +Within the data release directory, there are two key subdirectories, `healpix` +and `catalogs`, which we now describe in more detail. Healpix Catalogs ~~~~~~~~~~~~~~~~ @@ -61,7 +61,7 @@ documented `here`_. data model` pages for a full description of the contents of these files. -.. _`merged catalogs`: +.. _`fuji merged catalogs`: Merged Catalogs ~~~~~~~~~~~~~~~ @@ -160,7 +160,7 @@ model`) using the following bit of code: zb['Z'][qn['IS_QSO_QN_NEW_RR']] = qn['Z_NEW'][qn['IS_QSO_QN_NEW_RR']] For reference, the table below summarizes the number of objects with updated -redshifts in each of the Fuji and Guadalupe :ref:`merged catalogs`: +redshifts in the :ref:`fuji merged catalogs`: .. rst-class:: columns diff --git a/doc/iron.rst b/doc/iron.rst index d7115920..ba9e6dfc 100644 --- a/doc/iron.rst +++ b/doc/iron.rst @@ -1,6 +1,6 @@ -.. _fujilupe vac: +.. _iron vac: -Fuji and Guadalupe VACs +Iron and Guadalupe VACs ======================= .. contents:: Contents @@ -9,25 +9,20 @@ Fuji and Guadalupe VACs Overview -------- -This page describes the content and construction of the **version 1.0** -``FastSpecFit`` value-added catalogs (VACs) which were generated from the DESI -**Fuji** and **Guadalupe** spectroscopic productions. Both VACs will be publicly -released in the near future but are available to all DESI collaborators now: +This page describes the content and construction of the ``FastSpecFit`` +value-added catalogs (VACs) which were generated from the DESI **Iron** and +**Guadalupe** spectroscopic productions. Both VACs will be publicly released as +part of the `DESI Data Release 1 (DESI/DR1)`_ sometime in 2024 (exact date TBD). - * Fuji will be publicly released as part of the `DESI Early Data Release - (DESI/EDR)`_ in early 2023 (exact date TBD); and - * Guadalupe will be released as a supplemental dataset to `DESI Data Release 1 - (DESI/DR1)`_ sometime in 2024 (exact date TBD). - Data Access and Organization ---------------------------- -The Fuji and Guadalupe VACs can be accessed at the following urls: +The Iron and Guadalupe VACs can be accessed at the following urls: ========================== =================================================================== Value-Added Catalog URL ========================== =================================================================== -Fuji (EDR) https://data.desi.lbl.gov/public/edr/vac/fastspecfit/fuji/v1.0 +Iron (EDR) https://data.desi.lbl.gov/public/edr/vac/fastspecfit/iron/v1.0 Guadalupe (DR1 Supplement) https://data.desi.lbl.gov/public/dr1/vac/fastspecfit/guadalupe/v1.0 ========================== =================================================================== @@ -38,8 +33,8 @@ Guadalupe (DR1 Supplement) https://data.desi.lbl.gov/public/dr1/vac/fastspecfit/ DESI Collaborators may access the catalogs directly at `NERSC`_ at the following directories:: - /global/cfs/cdirs/desi/public/edr/vac/fastspecfit/fuji/v1.0 - /global/cfs/cdirs/desi/public/dr1/vac/fastspecfit/guadalupe/v1.0 + /global/cfs/cdirs/desi/public/dr1/vac/fastspecfit/iron/v1.0 + /global/cfs/cdirs/desi/public/dr1/vac/fastspecfit/guadalupe/v2.0 .. highlight:: default @@ -52,11 +47,10 @@ Healpix Catalogs We run ``FastSpecFit`` on the healpix-coadded DESI spectra, and organize the files identically to how the spectra, redshift catalogs, and other data products are organized in the DESI data releases (as documented `here`_). In other words, -for a given spectroscopic production ``SPECPROD={fuji, guadalupe}``), the -individual ``fastspec`` and ``fastphot`` files (see :ref:`algorithms`) can be -found at the following locations:: +for a given spectroscopic production ``SPECPROD={iron, guadalupe}``), the +individual ``fastspec`` files (see :ref:`algorithms`) can be +found at the following location:: - healpix/SURVEY/PROGRAM/HPIXGROUP/HEALPIX/fastphot-SURVEY-PROGRAM-HEALPIX.fits healpix/SURVEY/PROGRAM/HPIXGROUP/HEALPIX/fastspec-SURVEY-PROGRAM-HEALPIX.fits.gz where ``SURVEY``, ``PROGRAM``, ``HPIXGROUP``, and ``HEALPIX`` are fully @@ -65,59 +59,60 @@ documented `here`_. .. note:: The ``fastspec`` catalogs are gzipped because they contain the fitting - results as well as the best-fitting model spectra, whereas the ``fastphot`` - files only contain fitting results; see the :ref:`fastspec data - model` and :ref:`fastphot data model` - pages for a full description of the contents of these files. + results as well as the best-fitting model spectra; see the :ref:`fastspec + data model` pages for a full description of the contents + of these files. -.. _`merged catalogs`: +.. _`iron merged catalogs`: Merged Catalogs ~~~~~~~~~~~~~~~ Most users will be interested in the merged ``FastSpecFit`` catalogs, which we -summarize in the tables below, separately for the Fuji and Guadalupe +summarize in the tables below, separately for the Iron and Guadalupe productions. Note that the last row of each table is a super-merge of all the preceding catalogs (i.e., a merge over all possible surveys and programs) listed in the table. -Fuji +Iron """" .. rst-class:: columns -=============================== ========= ================= =============================== ========= ================= -File Name File Size Number of Targets File Name File Size Number of Targets -=============================== ========= ================= =============================== ========= ================= -fastspec-fuji-cmx-other.fits 9.27 MB 2,771 fastphot-fuji-cmx-other.fits 1.82 MB 2,771 -fastspec-fuji-special-dark.fits 119 MB 35,647 fastphot-fuji-special-dark.fits 24.6 MB 35,647 -fastspec-fuji-sv1-backup.fits 12.4 MB 3,683 fastphot-fuji-sv1-backup.fits 2.56 MB 3,683 -fastspec-fuji-sv1-bright.fits 419 MB 126,677 fastphot-fuji-sv1-bright.fits 82.7 MB 126,677 -fastspec-fuji-sv1-dark.fits 780 MB 235,881 fastphot-fuji-sv1-dark.fits 154 MB 235,881 -fastspec-fuji-sv1-other.fits 113 MB 34,150 fastphot-fuji-sv1-other.fits 22.2 MB 34,150 -fastspec-fuji-sv2-backup.fits 498 KB 107 fastphot-fuji-sv2-backup.fits 101 KB 107 -fastspec-fuji-sv2-bright.fits 154 MB 46,510 fastphot-fuji-sv2-bright.fits 30.6 MB 46,510 -fastspec-fuji-sv2-dark.fits 175 MB 52,771 fastphot-fuji-sv2-dark.fits 34.6 MB 52,771 -fastspec-fuji-sv3-backup.fits 5.31 MB 1,564 fastphot-fuji-sv3-backup.fits 1.06 MB 1,564 -fastspec-fuji-sv3-bright.fits 883 MB 265,324 fastphot-fuji-sv3-bright.fits 179 MB 265,324 -fastspec-fuji-sv3-dark.fits 1.92 GB 592,394 fastphot-fuji-sv3-dark.fits 400 MB 592,394 -fastspec-fuji.fits 4.57 GB 1,397,479 fastphot-fuji.fits 970 MB 1,397,479 -=============================== ========= ================= =============================== ========= ================= +=============================== ========= ================= +File Name File Size Number of Targets +=============================== ========= ================= +fastspec-iron-cmx-other.fits 9.27 MB 2,771 +fastspec-iron-special-dark.fits 119 MB 35,647 +fastspec-iron-sv1-backup.fits 12.4 MB 3,683 +fastspec-iron-sv1-bright.fits 419 MB 126,677 +fastspec-iron-sv1-dark.fits 780 MB 235,881 +fastspec-iron-sv1-other.fits 113 MB 34,150 +fastspec-iron-sv2-backup.fits 498 KB 107 +fastspec-iron-sv2-bright.fits 154 MB 46,510 +fastspec-iron-sv2-dark.fits 175 MB 52,771 +fastspec-iron-sv3-backup.fits 5.31 MB 1,564 +fastspec-iron-sv3-bright.fits 883 MB 265,324 +fastspec-iron-sv3-dark.fits 1.92 GB 592,394 +fastspec-iron-main-bright.fits 3.42 GB 1,092,038 +fastspec-iron-main-dark.fits 3.54 GB 1,131,601 +fastspec-iron.fits 4.57 GB 1,397,479 +=============================== ========= ================= Guadalupe """"""""" .. rst-class:: columns -====================================== ========= ================= ====================================== ========= ================= -File Name File Size Number of Targets File Name File Size Number of Targets -====================================== ========= ================= ====================================== ========= ================= -fastspec-guadalupe-special-dark.fits 12.5 MB 3,847 fastphot-guadalupe-special-dark.fits 2.15 MB 3,847 -fastspec-guadalupe-special-bright.fits 30.9 MB 9,598 fastphot-guadalupe-special-bright.fits 5.36 MB 9,598 -fastspec-guadalupe-main-bright.fits 3.42 GB 1,092,038 fastphot-guadalupe-main-bright.fits 606 MB 1,092,038 -fastspec-guadalupe-main-dark.fits 3.54 GB 1,131,601 fastphot-guadalupe-main-dark.fits 622 MB 1,131,601 -fastspec-guadalupe.fits 7.02 GB 2,237,084 fastphot-guadalupe.fits 1.23 GB 2,237,084 -====================================== ========= ================= ====================================== ========= ================= +====================================== ========= ================= +File Name File Size Number of Targets +====================================== ========= ================= +fastspec-guadalupe-special-dark.fits 12.5 MB 3,847 +fastspec-guadalupe-special-bright.fits 30.9 MB 9,598 +fastspec-guadalupe-main-bright.fits 3.42 GB 1,092,038 +fastspec-guadalupe-main-dark.fits 3.54 GB 1,131,601 +fastspec-guadalupe.fits 7.02 GB 2,237,084 +====================================== ========= ================= .. note:: @@ -132,7 +127,7 @@ The sample selection---in other words, the criteria used the choose which DESI targets to fit---were chosen to be very inclusive so that modeling results would be available for as many objects as possible. In brief, we fit *all* extragalactic (redshift greater than 0.001) non-sky (i.e., object) targets in -both Fuji and Guadalupe, with no cuts on targeting bits, redshift or +both Iron and Guadalupe, with no cuts on targeting bits, redshift or fiber-assignment warning bits, or other quality cuts. Specifically, let ``redrockfile`` be the full pathname to a given `redrock @@ -159,7 +154,7 @@ Updated QSO Redshifts For a small but important fraction of quasar (QSO) targets, the redshift determined by Redrock is incorrect. To mitigate this issue, the DESI team has developed an approach to rectify the redshift nominally measured by Redrock -using the machine-learning algorithm ``QuasarNet``. In the Fuji and Guadalupe +using the machine-learning algorithm ``QuasarNet``. In the Iron and Guadalupe ``FastSpecFit`` VACs we adopt the same algorithm. Specifically, let ``redrockfile`` and ``qnfile`` be the full pathname to a given @@ -185,26 +180,26 @@ model`) using the following bit of code: zb['Z'][qn['IS_QSO_QN_NEW_RR']] = qn['Z_NEW'][qn['IS_QSO_QN_NEW_RR']] For reference, the table below summarizes the number of objects with updated -redshifts in each of the Fuji and Guadalupe :ref:`merged catalogs`: +redshifts in each of the Iron and Guadalupe :ref:`iron merged catalogs`: .. rst-class:: columns ========================================== ================= =============================== Catalog Number of Targets Number with Corrected Redshifts ========================================== ================= =============================== -{fastspec,fastphot}-fuji-cmx-other.fits 2,771 63 -{fastspec,fastphot}-fuji-special-dark.fits 35,647 389 -{fastspec,fastphot}-fuji-sv1-backup.fits 3,683 119 -{fastspec,fastphot}-fuji-sv1-bright.fits 126,677 402 -{fastspec,fastphot}-fuji-sv1-dark.fits 235,881 4,656 -{fastspec,fastphot}-fuji-sv1-other.fits 34,150 372 -{fastspec,fastphot}-fuji-sv2-backup.fits 107 0 -{fastspec,fastphot}-fuji-sv2-bright.fits 46,510 151 -{fastspec,fastphot}-fuji-sv2-dark.fits 52,771 1,185 -{fastspec,fastphot}-fuji-sv3-backup.fits 1,564 32 -{fastspec,fastphot}-fuji-sv3-bright.fits 265,324 649 -{fastspec,fastphot}-fuji-sv3-dark.fits 592,394 5,973 -{fastspec,fastphot}-fuji.fits 1,397,479 13,991 +{fastspec,fastphot}-iron-cmx-other.fits 2,771 63 +{fastspec,fastphot}-iron-special-dark.fits 35,647 389 +{fastspec,fastphot}-iron-sv1-backup.fits 3,683 119 +{fastspec,fastphot}-iron-sv1-bright.fits 126,677 402 +{fastspec,fastphot}-iron-sv1-dark.fits 235,881 4,656 +{fastspec,fastphot}-iron-sv1-other.fits 34,150 372 +{fastspec,fastphot}-iron-sv2-backup.fits 107 0 +{fastspec,fastphot}-iron-sv2-bright.fits 46,510 151 +{fastspec,fastphot}-iron-sv2-dark.fits 52,771 1,185 +{fastspec,fastphot}-iron-sv3-backup.fits 1,564 32 +{fastspec,fastphot}-iron-sv3-bright.fits 265,324 649 +{fastspec,fastphot}-iron-sv3-dark.fits 592,394 5,973 +{fastspec,fastphot}-iron.fits 1,397,479 13,991 ========================================== ================= =============================== .. rst-class:: columns @@ -237,13 +232,17 @@ U.S. Department of Energy, Office of Science, Office of High Energy Physics under Award Number DE-SC0020086. We also gratefully acknowledge important contributions to the VACs presented herein from the following individuals: +* Arjun Dey (NSF's NOIRLab) * Stephen Bailey (Lawrence Berkeley National Lab) * Rebecca Canning (University of Portsmouth) * Victoria Fawcett (Durham University) * Stephanie Juneau (NSF's NOIRLab) +* Ashod Khederlarian (University of Pittsburgh) * Dustin Lang (Perimeter Institute of Theoretical Physics) * Adam Myers (University of Wyoming) +* Jeffrey Newman (University of Pittsburgh) * Ragadeepika Pucha (University of Arizona) +* Anand Raichoor (Lawrence Berkeley National Lab) * Khaled Said (Australian National University) * David Setton (University of Pittsburgh) * Benjamin Weaver (NSF's NOIRLab) @@ -261,9 +260,7 @@ and Atomic Energy Commission (CEA); the National Council of Science and Technology of Mexico (CONACYT); the Ministry of Science and Innovation of Spain (MICINN), and by the `DESI Member Institutions`_. -.. _`DESI Early Data Release (DESI/EDR)`: https://data.desi.lbl.gov/public/edr .. _`DESI Data Release 1 (DESI/DR1)`: https://data.desi.lbl.gov/public/dr1 -.. _`DESI/EDR`: https://data.desi.lbl.gov/public/edr .. _`DESI/DR1`: https://data.desi.lbl.gov/public/dr1 .. _`NERSC`: https://nersc.gov .. _`here`: https://data.desi.lbl.gov/doc/organization/ From ecc71a451aa0053870632ef05458f17edd6680c8 Mon Sep 17 00:00:00 2001 From: John Moustakas Date: Mon, 20 Feb 2023 04:36:32 -0800 Subject: [PATCH 03/18] more docs --- bin/mpi-fastspecfit.slurm | 6 +-- doc/fuji.rst | 4 +- doc/iron.rst | 100 +++++++++++++++++++------------------- 3 files changed, 55 insertions(+), 55 deletions(-) diff --git a/bin/mpi-fastspecfit.slurm b/bin/mpi-fastspecfit.slurm index 9fbe893d..b9d1e0fd 100644 --- a/bin/mpi-fastspecfit.slurm +++ b/bin/mpi-fastspecfit.slurm @@ -1,15 +1,15 @@ #! /bin/bash #SBATCH -A desi #SBATCH -C cpu -#SBATCH -o /global/cfs/cdirs/desi/spectro/fastspecfit/iron/logs/fastspec-iron-01.log.%j +#SBATCH -o /global/cfs/cdirs/desi/spectro/fastspecfit/iron/logs/fastspec-iron-main-dark-03.log.%j #SBATCH --mail-user=jmoustakas@siena.edu #SBATCH --mail-type=ALL #SBATCH -q regular #SBATCH -N 64 #SBATCH -n 64 -#SBATCH -t 00:30:00 +#SBATCH -t 03:00:00 # sbatch /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.slurm #time srun -n 16 -c 128 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh makeqa fuji 128 healpix -time srun -n 64 -c 128 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastspec iron 128 healpix cmx,sv1,sv2,sv3,special +time srun -n 64 -c 128 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastspec iron 128 healpix main dark diff --git a/doc/fuji.rst b/doc/fuji.rst index 2cb83462..fbea1916 100644 --- a/doc/fuji.rst +++ b/doc/fuji.rst @@ -140,8 +140,8 @@ using the machine-learning algorithm ``QuasarNet``. In the Fuji and Guadalupe Specifically, let ``redrockfile`` and ``qnfile`` be the full pathname to a given `redrock catalog`_ and `QuasarNet catalog`_, respectively. We update the Redrock redshift ``Z`` (and store the original Redrock redshift in ``Z_RR``; see the -:ref:`fastspec data model` and :ref:`fastphot data -model`) using the following bit of code: +:ref:`fastspec data model`) for all QSO targets using the +following bit of code: .. code-block:: python diff --git a/doc/iron.rst b/doc/iron.rst index ba9e6dfc..05f72904 100644 --- a/doc/iron.rst +++ b/doc/iron.rst @@ -22,8 +22,8 @@ The Iron and Guadalupe VACs can be accessed at the following urls: ========================== =================================================================== Value-Added Catalog URL ========================== =================================================================== -Iron (EDR) https://data.desi.lbl.gov/public/edr/vac/fastspecfit/iron/v1.0 -Guadalupe (DR1 Supplement) https://data.desi.lbl.gov/public/dr1/vac/fastspecfit/guadalupe/v1.0 +Iron (DR1) https://data.desi.lbl.gov/public/edr/vac/fastspecfit/iron/v1.0 +Guadalupe (DR1 Supplement) https://data.desi.lbl.gov/public/dr1/vac/fastspecfit/guadalupe/v2.0 ========================== =================================================================== .. highlight:: none @@ -82,21 +82,21 @@ Iron =============================== ========= ================= File Name File Size Number of Targets =============================== ========= ================= -fastspec-iron-cmx-other.fits 9.27 MB 2,771 -fastspec-iron-special-dark.fits 119 MB 35,647 -fastspec-iron-sv1-backup.fits 12.4 MB 3,683 -fastspec-iron-sv1-bright.fits 419 MB 126,677 -fastspec-iron-sv1-dark.fits 780 MB 235,881 -fastspec-iron-sv1-other.fits 113 MB 34,150 -fastspec-iron-sv2-backup.fits 498 KB 107 -fastspec-iron-sv2-bright.fits 154 MB 46,510 -fastspec-iron-sv2-dark.fits 175 MB 52,771 -fastspec-iron-sv3-backup.fits 5.31 MB 1,564 -fastspec-iron-sv3-bright.fits 883 MB 265,324 -fastspec-iron-sv3-dark.fits 1.92 GB 592,394 -fastspec-iron-main-bright.fits 3.42 GB 1,092,038 -fastspec-iron-main-dark.fits 3.54 GB 1,131,601 -fastspec-iron.fits 4.57 GB 1,397,479 +fastspec-iron-cmx-other.fits 9.27 MB 2,771 +fastspec-iron-special-dark.fits 119 MB 35,647 +fastspec-iron-sv1-backup.fits 12.4 MB 3,683 +fastspec-iron-sv1-bright.fits 419 MB 126,677 +fastspec-iron-sv1-dark.fits 780 MB 235,881 +fastspec-iron-sv1-other.fits 113 MB 34,150 +fastspec-iron-sv2-backup.fits 498 KB 107 +fastspec-iron-sv2-bright.fits 154 MB 46,510 +fastspec-iron-sv2-dark.fits 175 MB 52,771 +fastspec-iron-sv3-backup.fits 5.31 MB 1,564 +fastspec-iron-sv3-bright.fits 883 MB 265,324 +fastspec-iron-sv3-dark.fits 1.92 GB 592,394 +fastspec-iron-main-bright.fits 3.42 GB 1,092,038 +fastspec-iron-main-dark.fits 3.54 GB 1,131,601 +fastspec-iron.fits 4.57 GB 1,397,479 =============================== ========= ================= Guadalupe @@ -107,11 +107,11 @@ Guadalupe ====================================== ========= ================= File Name File Size Number of Targets ====================================== ========= ================= -fastspec-guadalupe-special-dark.fits 12.5 MB 3,847 -fastspec-guadalupe-special-bright.fits 30.9 MB 9,598 -fastspec-guadalupe-main-bright.fits 3.42 GB 1,092,038 -fastspec-guadalupe-main-dark.fits 3.54 GB 1,131,601 -fastspec-guadalupe.fits 7.02 GB 2,237,084 +fastspec-guadalupe-special-dark.fits 12.5 MB 3,847 +fastspec-guadalupe-special-bright.fits 30.9 MB 9,598 +fastspec-guadalupe-main-bright.fits 3.42 GB 1,092,038 +fastspec-guadalupe-main-dark.fits 3.54 GB 1,131,601 +fastspec-guadalupe.fits 7.02 GB 2,237,084 ====================================== ========= ================= .. note:: @@ -160,8 +160,8 @@ using the machine-learning algorithm ``QuasarNet``. In the Iron and Guadalupe Specifically, let ``redrockfile`` and ``qnfile`` be the full pathname to a given `redrock catalog`_ and `QuasarNet catalog`_, respectively. We update the Redrock redshift ``Z`` (and store the original Redrock redshift in ``Z_RR``; see the -:ref:`fastspec data model` and :ref:`fastphot data -model`) using the following bit of code: +:ref:`fastspec data model`) for all QSO targets using the +following bit of code: .. code-block:: python @@ -184,35 +184,35 @@ redshifts in each of the Iron and Guadalupe :ref:`iron merged catalogs`: .. rst-class:: columns -========================================== ================= =============================== -Catalog Number of Targets Number with Corrected Redshifts -========================================== ================= =============================== -{fastspec,fastphot}-iron-cmx-other.fits 2,771 63 -{fastspec,fastphot}-iron-special-dark.fits 35,647 389 -{fastspec,fastphot}-iron-sv1-backup.fits 3,683 119 -{fastspec,fastphot}-iron-sv1-bright.fits 126,677 402 -{fastspec,fastphot}-iron-sv1-dark.fits 235,881 4,656 -{fastspec,fastphot}-iron-sv1-other.fits 34,150 372 -{fastspec,fastphot}-iron-sv2-backup.fits 107 0 -{fastspec,fastphot}-iron-sv2-bright.fits 46,510 151 -{fastspec,fastphot}-iron-sv2-dark.fits 52,771 1,185 -{fastspec,fastphot}-iron-sv3-backup.fits 1,564 32 -{fastspec,fastphot}-iron-sv3-bright.fits 265,324 649 -{fastspec,fastphot}-iron-sv3-dark.fits 592,394 5,973 -{fastspec,fastphot}-iron.fits 1,397,479 13,991 -========================================== ================= =============================== +=============================== ================= =============================== +Catalog Number of Targets Number with Corrected Redshifts +=============================== ================= =============================== +fastspec-iron-cmx-other.fits 2,771 63 +fastspec-iron-special-dark.fits 35,647 389 +fastspec-iron-sv1-backup.fits 3,683 119 +fastspec-iron-sv1-bright.fits 126,677 402 +fastspec-iron-sv1-dark.fits 235,881 4,656 +fastspec-iron-sv1-other.fits 34,150 372 +fastspec-iron-sv2-backup.fits 107 0 +fastspec-iron-sv2-bright.fits 46,510 151 +fastspec-iron-sv2-dark.fits 52,771 1,185 +fastspec-iron-sv3-backup.fits 1,564 32 +fastspec-iron-sv3-bright.fits 265,324 649 +fastspec-iron-sv3-dark.fits 592,394 5,973 +fastspec-iron.fits 1,397,479 13,991 +=============================== ================= =============================== .. rst-class:: columns -================================================= ================= =============================== -Catalog Number of Targets Number with Corrected Redshifts -================================================= ================= =============================== -{fastspec,fastphot}-guadalupe-main-bright.fits 1,092,038 2,080 -{fastspec,fastphot}-guadalupe-main-dark.fits 1,131,601 26,741 -{fastspec,fastphot}-guadalupe-special-bright.fits 9,598 13 -{fastspec,fastphot}-guadalupe-special-dark.fits 3,847 121 -{fastspec,fastphot}-guadalupe.fits 2,237,084 28,955 -================================================= ================= =============================== +====================================== ================= =============================== +Catalog Number of Targets Number with Corrected Redshifts +====================================== ================= =============================== +fastspec-guadalupe-main-bright.fits 1,092,038 2,080 +fastspec-guadalupe-main-dark.fits 1,131,601 26,741 +fastspec-guadalupe-special-bright.fits 9,598 13 +fastspec-guadalupe-special-dark.fits 3,847 121 +fastspec-guadalupe.fits 2,237,084 28,955 +====================================== ================ =============================== Known Issues ------------ From 6c976b12e3d3ffa9a51c745894b11a5c8adb22ec Mon Sep 17 00:00:00 2001 From: John Moustakas Date: Tue, 21 Feb 2023 04:54:02 -0800 Subject: [PATCH 04/18] more --- bin/mpi-fastspecfit.slurm | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/bin/mpi-fastspecfit.slurm b/bin/mpi-fastspecfit.slurm index b9d1e0fd..08b64ed4 100644 --- a/bin/mpi-fastspecfit.slurm +++ b/bin/mpi-fastspecfit.slurm @@ -1,15 +1,15 @@ #! /bin/bash #SBATCH -A desi #SBATCH -C cpu -#SBATCH -o /global/cfs/cdirs/desi/spectro/fastspecfit/iron/logs/fastspec-iron-main-dark-03.log.%j +#SBATCH -o /global/cfs/cdirs/desi/spectro/fastspecfit/iron/logs/fastspec-iron-main-bright-02.log.%j #SBATCH --mail-user=jmoustakas@siena.edu #SBATCH --mail-type=ALL #SBATCH -q regular -#SBATCH -N 64 -#SBATCH -n 64 -#SBATCH -t 03:00:00 +#SBATCH -N 32 +#SBATCH -n 32 +#SBATCH -t 04:00:00 # sbatch /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.slurm #time srun -n 16 -c 128 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh makeqa fuji 128 healpix -time srun -n 64 -c 128 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastspec iron 128 healpix main dark +time srun -n 32 -c 128 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastspec iron 128 healpix main bright From a8b218f8cd4475327167249401e84602683f5c05 Mon Sep 17 00:00:00 2001 From: John Moustakas Date: Thu, 23 Feb 2023 05:46:17 -0800 Subject: [PATCH 05/18] begin updating installation instructions --- doc/install.rst | 17 ++++++++--------- doc/iron.rst | 12 ++++++------ 2 files changed, 14 insertions(+), 15 deletions(-) diff --git a/doc/install.rst b/doc/install.rst index 78ce0500..0cd99511 100644 --- a/doc/install.rst +++ b/doc/install.rst @@ -17,18 +17,17 @@ standard dependencies. Here, we describe three different ways of setting up --------------------- At `NERSC`_, ``FastSpecFit`` can be loaded trivially on top of the standard DESI -software stack. In a login or interactive node simply run the following commands -and you are ready to go:: +software stack. In a login or interactive node, run the following +commands to load a specific set of versions and you are ready to go:: - source /global/cfs/cdirs/desi/software/desi_environment.sh main - module load fastspecfit/main + source /global/cfs/cdirs/desi/software/desi_environment.sh 23.1 + module load fastspecfit/v2.1.1 -Note that these commands will load the development (latest) versions of all the -software, which are not guaranteed to be stable. To load a specific set of -versions you can do:: +Alternatively, Note that these commands will load the development (latest) versions of all the +software, which are not guaranteed to be stable. - source /global/cfs/cdirs/desi/software/desi_environment.sh 22.5 - module load fastspecfit/v1.0.1 + source /global/cfs/cdirs/desi/software/desi_environment.sh main + module load fastspecfit/main Alternatively, some users may want to access ``FastSpecFit`` through `NERSC`_'s `JupyterHub`_ notebook server. To set up the kernel first do:: diff --git a/doc/iron.rst b/doc/iron.rst index 05f72904..2e646276 100644 --- a/doc/iron.rst +++ b/doc/iron.rst @@ -107,11 +107,11 @@ Guadalupe ====================================== ========= ================= File Name File Size Number of Targets ====================================== ========= ================= -fastspec-guadalupe-special-dark.fits 12.5 MB 3,847 -fastspec-guadalupe-special-bright.fits 30.9 MB 9,598 -fastspec-guadalupe-main-bright.fits 3.42 GB 1,092,038 -fastspec-guadalupe-main-dark.fits 3.54 GB 1,131,601 -fastspec-guadalupe.fits 7.02 GB 2,237,084 +fastspec-guadalupe-special-dark.fits 15.7 MB 3,847 +fastspec-guadalupe-special-bright.fits 38.9 MB 9,598 +fastspec-guadalupe-main-bright.fits 4.31 GB 1,092,038 +fastspec-guadalupe-main-dark.fits 4.46 GB 1,131,601 +fastspec-guadalupe.fits 8.83 GB 2,237,084 ====================================== ========= ================= .. note:: @@ -207,7 +207,7 @@ fastspec-iron.fits 1,397,479 13,991 ====================================== ================= =============================== Catalog Number of Targets Number with Corrected Redshifts ====================================== ================= =============================== -fastspec-guadalupe-main-bright.fits 1,092,038 2,080 +fastspec-guadalupe-main-bright.fits 1,092,038 153 fastspec-guadalupe-main-dark.fits 1,131,601 26,741 fastspec-guadalupe-special-bright.fits 9,598 13 fastspec-guadalupe-special-dark.fits 3,847 121 From f1e77a5d9c182fb6d9e947566bb0c506eee6606c Mon Sep 17 00:00:00 2001 From: John Moustakas Date: Thu, 23 Feb 2023 10:17:02 -0500 Subject: [PATCH 06/18] update default templates location --- bin/fastspecfit-setup.sh | 2 +- bin/mpi-fastspecfit.sh | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/bin/fastspecfit-setup.sh b/bin/fastspecfit-setup.sh index 84cb2dc9..fac96b39 100755 --- a/bin/fastspecfit-setup.sh +++ b/bin/fastspecfit-setup.sh @@ -33,7 +33,7 @@ elif [[ $1 == "env" ]]; then export DESI_ROOT='/global/cfs/cdirs/desi' export DUST_DIR='/global/cfs/cdirs/cosmo/data/dust/v0_1' export DR9_DIR='/global/cfs/cdirs/desi/external/legacysurvey/dr9' - export FTEMPLATES_DIR='/global/cfs/cdirs/desi/science/gqp/templates/fastspecfit' + export FTEMPLATES_DIR='/global/cfs/cdirs/desi/external/templates/fastspecfit' export OMP_NUM_THREADS=1 export MKL_NUM_THREADS=1 diff --git a/bin/mpi-fastspecfit.sh b/bin/mpi-fastspecfit.sh index 0a37d708..2b5bde45 100755 --- a/bin/mpi-fastspecfit.sh +++ b/bin/mpi-fastspecfit.sh @@ -51,7 +51,7 @@ outdir_html=/global/cfs/cdirs/desi/users/ioannis/fastspecfit export DESI_ROOT='/global/cfs/cdirs/desi' export DUST_DIR='/global/cfs/cdirs/cosmo/data/dust/v0_1' export DR9_DIR='/global/cfs/cdirs/desi/external/legacysurvey/dr9' -export FTEMPLATES_DIR='/global/cfs/cdirs/desi/science/gqp/templates/fastspecfit' +export FTEMPLATES_DIR='/global/cfs/cdirs/desi/external/templates/fastspecfit' export TMPCACHE=$(mktemp -d) export MPLCONFIGDIR=$TMPCACHE/matplotlib From 3408e156ce2b5c71ea83b03ca4271cdf927e99c5 Mon Sep 17 00:00:00 2001 From: John Moustakas Date: Thu, 23 Feb 2023 10:17:25 -0500 Subject: [PATCH 07/18] update requirements.txt file --- requirements.txt | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/requirements.txt b/requirements.txt index b863c2c5..7fdc18c1 100644 --- a/requirements.txt +++ b/requirements.txt @@ -5,8 +5,7 @@ healpy numba seaborn matplotlib -sphinx-toolbox -git+https://github.com/desihub/desiutil.git@3.2.6#egg=desiutil +fitsio git+https://github.com/desihub/desimodel.git@0.18.0#egg=desimodel git+https://github.com/desihub/desitarget.git@2.6.0#egg=desitarget git+https://github.com/desihub/desispec.git@0.57.0#egg=desispec From b36936af7d5c0cb51837c5bc690a92f119272ea4 Mon Sep 17 00:00:00 2001 From: John Moustakas Date: Thu, 23 Feb 2023 10:17:45 -0500 Subject: [PATCH 08/18] update copyright date --- doc/conf.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/conf.py b/doc/conf.py index 18148051..ce0f7a65 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -73,7 +73,7 @@ # General information about the project. project = u'fastspecfit' -copyright = u'2019-2022, John Moustakas & the DESI Collaboration' +copyright = u'2019-2023, John Moustakas & the DESI Collaboration' # The version info for the project you're documenting, acts as replacement for # |version| and |release|, also used in various other places throughout the From 30626280967e65581d95fa51f41220909bbcca74 Mon Sep 17 00:00:00 2001 From: John Moustakas Date: Thu, 23 Feb 2023 10:32:43 -0500 Subject: [PATCH 09/18] more installation instructions --- doc/index.rst | 11 ++++++----- doc/install.rst | 28 +++++++++++++++------------- doc/iron.rst | 2 +- 3 files changed, 22 insertions(+), 19 deletions(-) diff --git a/doc/index.rst b/doc/index.rst index 869ed194..4a7a5037 100644 --- a/doc/index.rst +++ b/doc/index.rst @@ -9,10 +9,12 @@ Overview -------- ``FastSpecFit`` is a stellar continuum and emission-line modeling code for `DESI -`_ which is optimized for speed and simplicity; it can be -called independently to fit the broadband photometry (``fastphot``) or the -three-camera optical spectrophotometry from DESI (``fastspec``), although in -either case DESI redshifts are required. +`_ which is optimized for speed and simplicity; it uses +physically motivated stellar population synthesis and emission-line templates to +jointly model the three-camera optical spectrophotometry from DESI and the +ultraviolet through infrared broadband photometry (``fastspec``). Alternatively, +it can be used to model just the broadband photometry (``fastphot``), although +in either case DESI redshifts are required. Contents -------- @@ -25,7 +27,6 @@ Contents algorithms.rst api.rst changes.rst - Value-Added Catalogs -------------------- diff --git a/doc/install.rst b/doc/install.rst index 0cd99511..56635364 100644 --- a/doc/install.rst +++ b/doc/install.rst @@ -17,14 +17,16 @@ standard dependencies. Here, we describe three different ways of setting up --------------------- At `NERSC`_, ``FastSpecFit`` can be loaded trivially on top of the standard DESI -software stack. In a login or interactive node, run the following -commands to load a specific set of versions and you are ready to go:: +software stack. In a login or interactive `Perlmutter +`_ node, run the following commands +to load a stable version of ``FastSpecFit`` and its dependencies:: source /global/cfs/cdirs/desi/software/desi_environment.sh 23.1 + module swap desispec/0.57.0 module load fastspecfit/v2.1.1 -Alternatively, Note that these commands will load the development (latest) versions of all the -software, which are not guaranteed to be stable. +Alternatively, the following commands will load the development version of +``FastSpecFit``, which is updated nightly and not guaranteed to be stable:: source /global/cfs/cdirs/desi/software/desi_environment.sh main module load fastspecfit/main @@ -45,16 +47,16 @@ set! ---------------------- To install ``FastSpecFit`` and all its dependencies on a laptop we recommend a -dedicated `conda`_ environment. For example, to install everything transparently -into an environment called, e.g., *fastconda* one would do:: +dedicated `Miniforge`_ environment. For example, to install everything +transparently into an environment called, e.g., *fastconda* one would do:: - conda create -y --name fastspecfit python numpy scipy numba astropy matplotlib seaborn + conda create -y --name fastconda python=3.10 conda activate fastconda - pip install fitsio healpy speclite - - for package in desiutil desimodel desitarget desispec fastspecfit; do - python -m pip install git+https://github.com/desihub/$package.git@main#egg=$package - done + export DESIUTIL_VERSION=3.2.6 + python -m pip install git+https://github.com/desihub/desiutil.git@${DESIUTIL_VERSION}#egg=desiutil + python -m pip install -r requirements.txt + + pip install sphinx-toolbox sphinx-rtd-theme sphinxcontrib-napoleon Alternatively, some users may want the DESI software to be installed in a more accessible location (e.g., */path/to/desi/code*), in which case one would do:: @@ -138,7 +140,7 @@ interactive work at `NERSC`_ (e.g., in a login node) do:: or data release), please do not use a login node; instead, see the :ref:`running_fastspecfit` documentation for instructions and best practices. -.. _`conda`: https://anaconda.org/ +.. _`Miniforge`: https://github.com/conda-forge/miniforge .. _`Schlegel, Finkbeiner, & Davis dust maps`: https://ui.adsabs.harvard.edu/abs/1998ApJ...500..525S/abstract diff --git a/doc/iron.rst b/doc/iron.rst index 2e646276..de8505e4 100644 --- a/doc/iron.rst +++ b/doc/iron.rst @@ -212,7 +212,7 @@ fastspec-guadalupe-main-dark.fits 1,131,601 26,741 fastspec-guadalupe-special-bright.fits 9,598 13 fastspec-guadalupe-special-dark.fits 3,847 121 fastspec-guadalupe.fits 2,237,084 28,955 -====================================== ================ =============================== +====================================== ================= =============================== Known Issues ------------ From b35ea1e1fbf38061a59af1b4434b402ee5a816f5 Mon Sep 17 00:00:00 2001 From: John Moustakas Date: Thu, 2 Mar 2023 06:20:16 -0800 Subject: [PATCH 10/18] update slurm script --- bin/mpi-fastspecfit.slurm | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/bin/mpi-fastspecfit.slurm b/bin/mpi-fastspecfit.slurm index 08b64ed4..291fc8bd 100644 --- a/bin/mpi-fastspecfit.slurm +++ b/bin/mpi-fastspecfit.slurm @@ -1,15 +1,15 @@ #! /bin/bash #SBATCH -A desi #SBATCH -C cpu -#SBATCH -o /global/cfs/cdirs/desi/spectro/fastspecfit/iron/logs/fastspec-iron-main-bright-02.log.%j +#SBATCH -o /global/cfs/cdirs/desi/spectro/fastspecfit/fuji/v2.0/logs/fastspec-fuji-qa-03.log.%j #SBATCH --mail-user=jmoustakas@siena.edu #SBATCH --mail-type=ALL #SBATCH -q regular #SBATCH -N 32 #SBATCH -n 32 -#SBATCH -t 04:00:00 +#SBATCH -t 01:00:00 # sbatch /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.slurm -#time srun -n 16 -c 128 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh makeqa fuji 128 healpix -time srun -n 32 -c 128 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastspec iron 128 healpix main bright +time srun -n 32 -c 128 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh makeqa fuji 128 healpix +#time srun -n 32 -c 128 /global/homes/i/ioannis/code/desihub/fastspecfit/bin/mpi-fastspecfit.sh fastspec iron 128 healpix main bright From d3c3a51421e095690ed93f027b3bb57b6b578644 Mon Sep 17 00:00:00 2001 From: John Moustakas Date: Thu, 2 Mar 2023 09:22:14 -0500 Subject: [PATCH 11/18] more docs --- doc/conf.py | 1 + doc/fuji.rst | 12 +-- doc/install.rst | 54 +++++----- doc/iron.rst | 44 ++++---- doc/running.rst | 264 ++++++++++++++++++++++++++++++----------------- docker/README.md | 6 +- 6 files changed, 236 insertions(+), 145 deletions(-) diff --git a/doc/conf.py b/doc/conf.py index ce0f7a65..67c432bb 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -315,3 +315,4 @@ # If true, do not generate a @detailmenu in the "Top" node's menu. #texinfo_no_detailmenu = False + diff --git a/doc/fuji.rst b/doc/fuji.rst index fbea1916..cece2344 100644 --- a/doc/fuji.rst +++ b/doc/fuji.rst @@ -81,16 +81,16 @@ File Name File Size Number of Targets =============================== ========= ================= fastspec-fuji-cmx-other.fits 11.6 MB 2,771 fastspec-fuji-special-dark.fits 145 MB 35,647 -fastspec-fuji-sv1-backup.fits 15.5 MB 3,683 -fastspec-fuji-sv1-bright.fits 524 MB 126,677 fastspec-fuji-sv1-dark.fits 976 MB 235,881 +fastspec-fuji-sv1-bright.fits 524 MB 126,677 fastspec-fuji-sv1-other.fits 141 MB 34,150 -fastspec-fuji-sv2-backup.fits 602 KB 107 -fastspec-fuji-sv2-bright.fits 193 MB 46,510 +fastspec-fuji-sv1-backup.fits 15.5 MB 3,683 fastspec-fuji-sv2-dark.fits 218 MB 52,771 -fastspec-fuji-sv3-backup.fits 6.62 MB 1,564 -fastspec-fuji-sv3-bright.fits 1.08 GB 265,324 +fastspec-fuji-sv2-bright.fits 193 MB 46,510 +fastspec-fuji-sv2-backup.fits 602 KB 107 fastspec-fuji-sv3-dark.fits 2.41 GB 592,394 +fastspec-fuji-sv3-bright.fits 1.08 GB 265,324 +fastspec-fuji-sv3-backup.fits 6.62 MB 1,564 fastspec-fuji.fits 5.7 GB 1,397,479 =============================== ========= ================= diff --git a/doc/install.rst b/doc/install.rst index 56635364..09a7a885 100644 --- a/doc/install.rst +++ b/doc/install.rst @@ -47,23 +47,26 @@ set! ---------------------- To install ``FastSpecFit`` and all its dependencies on a laptop we recommend a -dedicated `Miniforge`_ environment. For example, to install everything -transparently into an environment called, e.g., *fastconda* one would do:: +dedicated `Miniforge`_ environment. For example, to install the latest stable +version transparently into an environment called, e.g., *fastconda* one would +do:: conda create -y --name fastconda python=3.10 conda activate fastconda - export DESIUTIL_VERSION=3.2.6 - python -m pip install git+https://github.com/desihub/desiutil.git@${DESIUTIL_VERSION}#egg=desiutil - python -m pip install -r requirements.txt + python -m pip install fastspecfit - pip install sphinx-toolbox sphinx-rtd-theme sphinxcontrib-napoleon +Note that if you are planning to write documentation you will also need to +install the following dependencies:: -Alternatively, some users may want the DESI software to be installed in a more -accessible location (e.g., */path/to/desi/code*), in which case one would do:: + python -m pip install sphinx sphinx-toolbox sphinx-rtd-theme sphinxcontrib-napoleon + +Alternatively, some users may want ``FastSpecFit`` and its dependencies to be +installed in a more accessible location (e.g., */path/to/desi/code*), in which +case one would do:: - conda create -y --name fastconda python numpy scipy numba astropy matplotlib seaborn + conda create -y --name fastconda python=3.10 numpy scipy numba astropy matplotlib seaborn conda activate fastconda - pip install fitsio healpy speclite + python -m pip install fitsio healpy speclite export DESI_CODE=/path/to/desi/code mkdir -p $DESI_CODE @@ -76,19 +79,21 @@ accessible location (e.g., */path/to/desi/code*), in which case one would do:: done popd -Finally, ``FastSpecFit`` has three more data dependencies, each specified with +Finally, ``FastSpecFit`` has four more data dependencies, each specified with their own environment variable: * ``DESI_ROOT``, which specifies the top-level location of the DESI data; * ``DUST_DIR``, which specifies the location of the `Schlegel, Finkbeiner, & Davis dust maps`_; and - * ``FASTSPECFIT_TEMPLATES``, which indicates the location of the simple - stellar population (SSP) templates used to model the stellar continuum. + * ``DR9_DIR``, which specifies the location of the `DESI Legacy Imaging + Surveys Data Release 9 (DR9)`_ data; and + * ``FTEMPLATES_DIR``, which indicates the location of the stellar population + synthesis models used by ``FastSpecFit``. .. note:: Currently, the DESI data are only available to DESI collaborators; however, - the `Early Data Release (EDR)`_ is expected to be publicly available in early + the `Early Data Release (EDR)`_ is expected to be publicly available in April 2023 and other data releases will be announced in the `DESI Data Release`_ page, after which point the instructions here will be updated. @@ -97,12 +102,13 @@ with the following commands:: export DESI_ROOT=/path/to/desi/data export DUST_DIR=/path/to/dustmaps - export FASTSPECFIT_TEMPLATES=/path/to/templates/SSP-CKC14z + export DR9_DIR=/path/to/dr9/data + export FTEMPLATES_DIR=/path/to/templates/fastspecfit wget -r -np -nH --cut-dirs 5 -A fits -P $DUST_DIR \ - "https://portal.nersc.gov/project/cosmo/data/dust/v0_1/maps" - wget -r -e robots=off -np -nH --cut-dirs 4 -A fits -P $FASTSPECFIT_TEMPLATES \ - "https://data.desi.lbl.gov/public/external/templates/SSP-CKC14z/v1.0" + https://portal.nersc.gov/project/cosmo/data/dust/v0_1/maps + wget -O $FTEMPLATES_DIR/ftemplates-chabrier-1.0.0.fits \ + https://data.desi.lbl.gov/public/external/templates/fastspecfit/1.0.0/ftemplates-chabrier-1.0.0.fits .. _docker installation: @@ -113,16 +119,16 @@ Finally, for production runs and for expert users, ``FastSpecFit`` is also available as a Docker container which is served publicly in the `DockerHub/desihub`_ repository. -For example, on a laptop one would retrieve (or update) and enter the *v1.0.1* +For example, on a laptop one would retrieve (or update) and enter the *2.1.1* version of the container with:: - docker pull desihub/fastspecfit:v1.0.1 - docker run -it desihub/fastspecfit:v1.0.1 + docker pull desihub/fastspecfit:2.1.1 + docker run -it desihub/fastspecfit:2.1.1 Alternatively, at `NERSC`_ one would need to use `shifter`_:: - shifterimg pull docker:desihub/fastspecfit:v1.0.1 - shifter --image docker:desihub/fastspecfit:v1.0.1 bash + shifterimg pull docker:desihub/fastspecfit:2.1.1 + shifter --image docker:desihub/fastspecfit:2.1.1 bash However, neither of the preceding commands define the required environment variables, although we provide a simple setup script which does. For simple @@ -144,6 +150,8 @@ interactive work at `NERSC`_ (e.g., in a login node) do:: .. _`Schlegel, Finkbeiner, & Davis dust maps`: https://ui.adsabs.harvard.edu/abs/1998ApJ...500..525S/abstract +.. _`DESI Legacy Imaging Surveys Data Release 9 (DR9)`: https://www.legacysurvey.org/dr9 + .. _`NERSC`: https://www.nersc.gov/ .. _`JupyterHub`: https://jupyter.nersc.gov/ diff --git a/doc/iron.rst b/doc/iron.rst index de8505e4..4076c93f 100644 --- a/doc/iron.rst +++ b/doc/iron.rst @@ -79,25 +79,29 @@ Iron .. rst-class:: columns -=============================== ========= ================= -File Name File Size Number of Targets -=============================== ========= ================= -fastspec-iron-cmx-other.fits 9.27 MB 2,771 -fastspec-iron-special-dark.fits 119 MB 35,647 -fastspec-iron-sv1-backup.fits 12.4 MB 3,683 -fastspec-iron-sv1-bright.fits 419 MB 126,677 -fastspec-iron-sv1-dark.fits 780 MB 235,881 -fastspec-iron-sv1-other.fits 113 MB 34,150 -fastspec-iron-sv2-backup.fits 498 KB 107 -fastspec-iron-sv2-bright.fits 154 MB 46,510 -fastspec-iron-sv2-dark.fits 175 MB 52,771 -fastspec-iron-sv3-backup.fits 5.31 MB 1,564 -fastspec-iron-sv3-bright.fits 883 MB 265,324 -fastspec-iron-sv3-dark.fits 1.92 GB 592,394 -fastspec-iron-main-bright.fits 3.42 GB 1,092,038 -fastspec-iron-main-dark.fits 3.54 GB 1,131,601 -fastspec-iron.fits 4.57 GB 1,397,479 -=============================== ========= ================= +================================= ========= ================= +File Name File Size Number of Targets +================================= ========= ================= +fastspec-iron-cmx-other.fits 11.5 MB 2,761 +fastspec-iron-special-dark.fits 60.5 MB 14,953 +fastspec-iron-special-bright.fits 175 MB 43,261 +fastspec-iron-special-other.fits 172 MB 42,064 +fastspec-iron-special-backup.fits 2.38 MB 552 +fastspec-iron-sv1-dark.fits 965 MB 233,158 +fastspec-iron-sv1-bright.fits 524 MB 126,649 +fastspec-iron-sv1-other.fits 141 MB 34,112 +fastspec-iron-sv1-backup.fits 14 MB 3,331 +fastspec-iron-sv2-dark.fits 218 MB 52,682 +fastspec-iron-sv2-bright.fits 193 MB 46,486 +fastspec-iron-sv2-backup.fits 593 KB 105 +fastspec-iron-sv3-dark.fits 2.4 GB 592,165 +fastspec-iron-sv3-bright.fits 1.08 GB 265,291 +fastspec-iron-sv3-backup.fits 6.45 MB 1,524 +fastspec-iron-main-dark.fits 39.9 GB 10,074,406 +fastspec-iron-main-bright.fits 25.5 GB 6,445,915 +fastspec-iron-main-backup.fits 61.3 MB 15,163 +fastspec-iron.fits 73.4 GB 17,994,578 +================================= ========= ================= Guadalupe """"""""" @@ -109,8 +113,8 @@ File Name File Size Number of Targets ====================================== ========= ================= fastspec-guadalupe-special-dark.fits 15.7 MB 3,847 fastspec-guadalupe-special-bright.fits 38.9 MB 9,598 -fastspec-guadalupe-main-bright.fits 4.31 GB 1,092,038 fastspec-guadalupe-main-dark.fits 4.46 GB 1,131,601 +fastspec-guadalupe-main-bright.fits 4.31 GB 1,092,038 fastspec-guadalupe.fits 8.83 GB 2,237,084 ====================================== ========= ================= diff --git a/doc/running.rst b/doc/running.rst index f2fac355..40bbffd6 100644 --- a/doc/running.rst +++ b/doc/running.rst @@ -18,12 +18,59 @@ Running ``FastSpecFit`` is accomplished through a handful of high-level Python scripts. The two primary, independent scripts which can be run on one (or a small number) of `Redrock`_ redshift catalogs are: - * ``fastspec``, to model DESI spectrophotometry; and - * ``fastphot``, to model DESI broadband photometry. - -Note that both scripts require (and assume) DESI spectra and redshits as -inputs. In addition, there are two key support routines, which we describe in -more detail below: + * ``fastspec``, to jointly model the DESI spectrophotometry and broadband photometry; and + * ``fastphot``, to model just the DESI broadband photometry. + +.. collapse:: Click to view the fastspec help message. + + .. code-block:: bash + + $> fastspec --help + usage: fastspec [-h] -o OUTFILE [--mp MP] [-n NTARGETS] [--firsttarget FIRSTTARGET] [--targetids TARGETIDS] [--no-broadlinefit] [--nophoto] [--percamera-models] + [--imf IMF] [--templateversion TEMPLATEVERSION] [--templates TEMPLATES] [--redrockfile-prefix REDROCKFILE_PREFIX] + [--specfile-prefix SPECFILE_PREFIX] [--qnfile-prefix QNFILE_PREFIX] [--mapdir MAPDIR] [--dr9dir DR9DIR] [--specproddir SPECPRODDIR] [--verbose] + [redrockfiles ...] + + positional arguments: + redrockfiles Full path to input redrock file(s). (default: None) + + options: + -h, --help show this help message and exit + -o OUTFILE, --outfile OUTFILE + Full path to output filename (required). (default: None) + --mp MP Number of multiprocessing threads per MPI rank. (default: 1) + -n NTARGETS, --ntargets NTARGETS + Number of targets to process in each file. (default: None) + --firsttarget FIRSTTARGET + Index of first object to to process in each file, zero-indexed. (default: 0) + --targetids TARGETIDS + Comma-separated list of TARGETIDs to process. (default: None) + --no-broadlinefit Do not allow for broad Balmer and Helium line-fitting. (default: True) + --nophoto Do not include the photometry in the model fitting. (default: False) + --percamera-models Return the per-camera (not coadded) model spectra. (default: False) + --imf IMF Initial mass function. (default: chabrier) + --templateversion TEMPLATEVERSION + Template version number. (default: 1.0.0) + --templates TEMPLATES + Optional full path and filename to the templates. (default: None) + --redrockfile-prefix REDROCKFILE_PREFIX + Prefix of the input Redrock file name(s). (default: redrock-) + --specfile-prefix SPECFILE_PREFIX + Prefix of the spectral file(s). (default: coadd-) + --qnfile-prefix QNFILE_PREFIX + Prefix of the QuasarNet afterburner file(s). (default: qso_qn-) + --mapdir MAPDIR Optional directory name for the dust maps. (default: None) + --dr9dir DR9DIR Optional directory name for the DR9 photometry. (default: None) + --specproddir SPECPRODDIR + Optional directory name for the spectroscopic production. (default: None) + --verbose Be verbose (for debugging purposes). (default: False) + +| + +Note that in addition to the `Redrock`_ catalog, ``fastspec`` also requires the +DESI coadded spectrum to be located in the same directory (with a default +*coadd-* prefix). In addition, there are two key support routines, which we +describe in more detail below: * ``fastspecfit-qa``, to build quality assurance (QA) figures; and * ``mpi-fastspecfit``, to execute a variety of tasks (in parallel) on larger @@ -37,75 +84,106 @@ One fastspec Example -------------------- To model the spectrum of a single object, we just need to provide ``fastspec`` -an input Redrock catalog and an (arbitrary) output filename:: - +the full path of an input Redrock catalog and an (arbitrary) output filename:: - $> fastspec /global/cfs/cdirs/desi/spectro/redux/fuji/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits \ + $> fastspec $DESI_ROOT/spectro/redux/iron/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits \ --targetids 39633345008634465 --outfile fastspec-example.fits - - INFO:continuum.py:137:__init__: Reading /global/cfs/cdirs/desi/science/gqp/templates/SSP-CKC14z/v1.0/SSP_Padova_CKC14z_Kroupa_Z0.0190.fits - INFO:continuum.py:137:__init__: Reading /global/cfs/cdirs/desi/science/gqp/templates/SSP-CKC14z/v1.0/SSP_Padova_CKC14z_Kroupa_Z0.0190.fits - INFO:fastspecfit.py:165:fastspec: Initializing the classes took: 1.19 sec - INFO:io.py:296:select: Reading and parsing 1 unique redrockfile(s) - INFO:io.py:348:select: specprod=fuji, coadd_type=healpix, survey=sv1, program=bright, healpix=7108 - INFO:io.py:443:select: Updating QSO redshifts using a QN threshold of 0.95. - INFO:io.py:569:select: Gathered photometric metadata for 1 objects in 0.32 sec - INFO:io.py:658:read_and_unpack: Reading 1 spectra from /global/cfs/cdirs/desi/spectro/redux/fuji/healpix/sv1/bright/71/7108/coadd-sv1-bright-7108.fits - INFO:spectra.py:291:read_spectra: iotime 0.355 sec to read coadd-sv1-bright-7108.fits at 2022-08-07T04:00:52.389206 - INFO:continuum.py:836:get_linesigma: Forbidden masking sigma=98.374 km/s and S/N=73.893 - INFO:continuum.py:836:get_linesigma: Balmer masking sigma=88.367 km/s and S/N=84.792 - INFO:continuum.py:836:get_linesigma: UV/Broad masking sigma=0.000 km/s and S/N=0.000 - INFO:io.py:855:read_and_unpack: Read data for 1 objects in 1.24 sec - INFO:fastspecfit.py:181:fastspec: Reading and unpacking the 1 spectra to be fitted took: 3.43 sec - INFO:continuum.py:1992:continuum_specfit: Preparing the models took 0.55 sec - INFO:continuum.py:2001:continuum_specfit: Fitting for the reddening took: 0.02 sec - INFO:continuum.py:2007:continuum_specfit: Best-fitting spectroscopic A(V)=0.8598+/-0.0663 - INFO:continuum.py:2016:continuum_specfit: Solving for velocity dispersion: S/N_B=3.21, S/N_R=6.00, redshift=0.369 - INFO:continuum.py:2099:continuum_specfit: Fitting for the velocity dispersion took: 0.31 sec - INFO:continuum.py:2109:continuum_specfit: Finding vdisp failed; adopting vdisp=150.00 km/s - INFO:continuum.py:2169:continuum_specfit: Spectroscopic DN(4000)=0.950+/-0.028, Age=0.31 Gyr - INFO:continuum.py:2230:continuum_specfit: Smooth continuum correction: b=-2.865%, r=0.754%, z=-1.058% - INFO:fastspecfit.py:53:fastspec_one: Continuum-fitting object 0 [targetid 39633345008634465] took 1.11 sec - INFO:emlines.py:1233:fit: Initial line-fitting with 28 free parameters took 0.79 sec (niter=119) with chi2=1.542 - INFO:emlines.py:1277:fit: Second (broad) line-fitting with 39 free parameters took 2.46 sec (niter=405) with chi2=1.633 - INFO:emlines.py:1286:fit: Chi2 with broad lines = 20.29041 and without broad lines = 13.94330 - INFO:emlines.py:1296:fit: All broad lines have been dropped, using narrow-line only model. - INFO:fastspecfit.py:61:fastspec_one: Line-fitting object 0 [targetid=39633345008634465] took 3.51 sec - INFO:fastspecfit.py:205:fastspec: Fitting everything took: 4.64 sec - INFO:io.py:1019:write_fastspecfit: Writing results for 1 objects to fastspec.fits - INFO:io.py:1074:write_fastspecfit: Writing out took 1.51 sec + +Executing this command produces the following informational output:: + + INFO:fastspecfit.py:122:parse: /global/homes/i/ioannis/code/desihub/fastspecfit/bin/fastspec /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits --targetids 39633345008634465 --outfile fastspec-example.fits + INFO:io.py:525:select: Reading and parsing 1 unique redrockfile(s). + INFO:io.py:579:select: specprod=iron, coadd_type=healpix, survey=sv1, program=bright, healpix=7108 + INFO:io.py:847:select: Gathered photometric metadata for 1 objects in 0.19 sec + INFO:io.py:937:read_and_unpack: Reading 1 spectrum from /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/coadd-sv1-bright-7108.fits + INFO:spectra.py:291:read_spectra: iotime 0.215 sec to read coadd-sv1-bright-7108.fits at 2023-02-24T04:49:07.030436 + INFO:io.py:966:read_and_unpack: Coadding across cameras took 0.01 seconds. + INFO:io.py:111:unpack_one_spectrum: Pre-processing object 0 [targetid 39633345008634465 z=0.368744]. + INFO:fastspecfit.py:174:fastspec: Reading and unpacking 1 spectra to be fitted took 3.57 seconds. + INFO:fastspecfit.py:50:fastspec_one: Continuum- and emission-line fitting object 0 [targetid 39633345008634465, z=0.368744]. + INFO:io.py:1505:cache_templates: Reading /global/cfs/cdirs/desi/science/gqp/templates/fastspecfit/1.0.0/ftemplates-chabrier-1.0.0.fits + INFO:continuum.py:1760:continuum_specfit: S/N_b=3.20, S/N_r=6.20, S/N_z=6.04, rest wavelength coverage=2630-7177 A. + INFO:continuum.py:1775:continuum_specfit: Fitting for the velocity dispersion took 1.44 seconds. + INFO:continuum.py:1790:continuum_specfit: Finding vdisp failed; adopting vdisp=125 km/s. + WARNING:continuum.py:1243:templates2data: Padding model spectrum due to insufficient wavelength coverage to synthesize photometry. + INFO:continuum.py:1857:continuum_specfit: Median aperture correction = 1.320 [1.209-1.471]. + INFO:continuum.py:1884:continuum_specfit: Final fitting with 120 models took 0.38 seconds. + INFO:continuum.py:1918:continuum_specfit: Spectroscopic DN(4000)=0.944+/-0.028, Model Dn(4000)=1.101 + INFO:continuum.py:1953:continuum_specfit: Smooth continuum correction: b=-0.252%, r=0.125%, z=0.036% + INFO:continuum.py:1978:continuum_specfit: Mstar=9.178 Msun, Mr=-19.80 mag, A(V)=0.542, Age=0.753 Gyr, SFR=3.535 Msun/yr, Z/Zsun=-0.473 + INFO:continuum.py:2019:continuum_specfit: Continuum-fitting took 2.10 seconds. + INFO:emlines.py:2337:emline_specfit: Initial line-fitting with 28 free parameters took 0.35 seconds [niter=2, rchi2=1.5841]. + INFO:emlines.py:2381:emline_specfit: Second (broad) line-fitting with 39 free parameters took 0.77 seconds [niter=3, rchi2=1.7877]. + INFO:emlines.py:2386:emline_specfit: Chi2 with broad lines = 1.78772 and without broad lines = 1.58412 [chi2_narrow-chi2_broad=-0.20360] + INFO:emlines.py:2409:emline_specfit: Dropping broad-line model: delta-rchi2 -0.204<0.000. + INFO:emlines.py:2517:emline_specfit: Final line-fitting with 35 free parameters took 0.41 seconds [niter=2, rchi2=1.5550]. + INFO:emlines.py:2608:emline_specfit: Dn(4000)=1.033 in the emission-line subtracted spectrum. + INFO:emlines.py:2649:emline_specfit: Emission-line fitting took 1.71 seconds. + INFO:fastspecfit.py:214:fastspec: Fitting 1 object(s) took 4.31 seconds. + INFO:io.py:1335:write_fastspecfit: Writing results for 1 object to fastspec-example.fits + INFO:io.py:1392:write_fastspecfit: Writing out took 1.38 seconds. See the :ref:`fastspec data model` for a full description of the contents of the ``fastspec-example.fits`` file which is written out. We can visualize the results by invoking the following command:: - $> fastspecfit-qa fastspec-example.fits - - INFO:io.py:984:read_fastspecfit: Read 1 object(s) from fastspec.fits - INFO:continuum.py:137:__init__: Reading /global/cfs/cdirs/desi/science/gqp/templates/SSP-CKC14z/v1.0/SSP_Padova_CKC14z_Kroupa_Z0.0190.fits - INFO:continuum.py:137:__init__: Reading /global/cfs/cdirs/desi/science/gqp/templates/SSP-CKC14z/v1.0/SSP_Padova_CKC14z_Kroupa_Z0.0190.fits - INFO:fastspecfit-qa:102:main: Initializing the classes took: 1.43 sec - INFO:io.py:296:select: Reading and parsing 1 unique redrockfile(s) - INFO:io.py:348:select: specprod=fuji, coadd_type=healpix, survey=sv1, program=bright, healpix=7108 - INFO:io.py:443:select: Updating QSO redshifts using a QN threshold of 0.95. - INFO:io.py:569:select: Gathered photometric metadata for 1 objects in 0.07 sec - INFO:io.py:658:read_and_unpack: Reading 1 spectra from /global/cfs/cdirs/desi/spectro/redux/fuji/healpix/sv1/bright/71/7108/coadd-sv1-bright-7108.fits - INFO:spectra.py:291:read_spectra: iotime 0.161 sec to read coadd-sv1-bright-7108.fits at 2022-08-07T04:01:18.246061 - INFO:continuum.py:836:get_linesigma: Forbidden masking sigma=98.374 km/s and S/N=73.893 - INFO:continuum.py:836:get_linesigma: Balmer masking sigma=88.367 km/s and S/N=84.792 - INFO:continuum.py:836:get_linesigma: UV/Broad masking sigma=0.000 km/s and S/N=0.000 - INFO:io.py:855:read_and_unpack: Read data for 1 objects in 0.62 sec - INFO:emlines.py:2111:qa_fastspec: Writing ./fastspec-sv1-bright-7108-39633345008634465.png - INFO:fastspecfit-qa:186:main: QA for everything took: 4.77 sec - -.. image:: _static/fastspec-sv1-bright-7108-39633345008634465.png - -This figure shows, from top to bottom: (top) the fit to the underlying stellar -continuum for each of the three DESI cameras (blue, green and red); (middle) the -fit to the (residual) emission-line spectrum after subtracting from the data the -best-fitting stellar continuum model and the smooth continuum correction (shown -as a light gray curve in the top panel); and (bottom) panels which zoom into all -the individual lines modeled by ``FastSpecFit``. + $> fastspecfit-qa ./fastspec-example.fits + +.. collapse:: Log + :open: + + The log output shows the results are written to the file + ``fastspec-sv1-bright-7108-39633345008634465.png``, which we display below:: + + INFO:io.py:984:read_fastspecfit: Read 1 object(s) from fastspec.fits + INFO:continuum.py:137:__init__: Reading /global/cfs/cdirs/desi/science/gqp/templates/SSP-CKC14z/v1.0/SSP_Padova_CKC14z_Kroupa_Z0.0190.fits + INFO:continuum.py:137:__init__: Reading /global/cfs/cdirs/desi/science/gqp/templates/SSP-CKC14z/v1.0/SSP_Padova_CKC14z_Kroupa_Z0.0190.fits + INFO:fastspecfit-qa:102:main: Initializing the classes took: 1.43 sec + INFO:io.py:296:select: Reading and parsing 1 unique redrockfile(s) + INFO:io.py:348:select: specprod=iron, coadd_type=healpix, survey=sv1, program=bright, healpix=7108 + INFO:io.py:443:select: Updating QSO redshifts using a QN threshold of 0.95. + INFO:io.py:569:select: Gathered photometric metadata for 1 objects in 0.07 sec + INFO:io.py:658:read_and_unpack: Reading 1 spectra from /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/coadd-sv1-bright-7108.fits + INFO:spectra.py:291:read_spectra: iotime 0.161 sec to read coadd-sv1-bright-7108.fits at 2022-08-07T04:01:18.246061 + INFO:continuum.py:836:get_linesigma: Forbidden masking sigma=98.374 km/s and S/N=73.893 + INFO:continuum.py:836:get_linesigma: Balmer masking sigma=88.367 km/s and S/N=84.792 + INFO:continuum.py:836:get_linesigma: UV/Broad masking sigma=0.000 km/s and S/N=0.000 + INFO:io.py:855:read_and_unpack: Read data for 1 objects in 0.62 sec + INFO:emlines.py:2111:qa_fastspec: Writing ./fastspec-sv1-bright-7108-39633345008634465.png + INFO:fastspecfit-qa:186:main: QA for everything took: 4.77 sec + +.. figure:: _static/fastspec-sv3-dark-26964-39627781683807297.png + +The figure above succinctly summarizes the ``fastspec`` inputs and modeling +results: + + * *Upper-right panel*: *grz* color cutout from the *Legacy Surveys* centered + on the DESI target. The solid and dashed red circle represents the + :math:`1.5^{"}` diameter DESI fiber aperture and a :math:`10^{"}` reference + aperture, respectively. + + * *Middle-left panel*: Three-camera observed DESI spectrophotometry and + best-fitting model, shown as light and dark blue, green, and red spectra, + respectively, and spanning the observed-frame :math:`0.3600-0.98~\mu m` + wavelength range. The thin, light gray curve around zero flux shows the + *smooth continuum* correction which is added to the thick, dark gray + best-fitting stellar population synthesis model (see the :ref:`algorithms + ` documentation for details). + + * *Top-middle panel*: Observed and modeled broadband spectral energy + distribution between :math:`0.1-35~\mu m` in the observed frame. The orange + points (or arrows) show the observed *grz* (optical) and *W1-W4* (infrared) + fluxes or :math:`2\sigma` upper limits from the *Legacy Surveys*, and the + open square markers represent the photometry synthesized from the + best-fitting model. The blue, green, and red spectra are the + + +underlying stellar continuum for each of the three DESI cameras (blue, green and +red); (middle) the fit to the (residual) emission-line spectrum after +subtracting from the data the best-fitting stellar continuum model and the +smooth continuum correction (shown as a light gray curve in the top panel); and +(bottom) panels which zoom into all the individual lines modeled by +``FastSpecFit``. In some cases it may be convenient to generate your own figure of the data and the best-fitting models, which you can do by reading the data yourself and using @@ -122,7 +200,7 @@ the spectra stored in the ``MODELS`` FITS extension: from desispec.io import read_spectra from desispec.coaddition import coadd_cameras - specfile = '/global/cfs/cdirs/desi/spectro/redux/fuji/healpix/sv1/bright/71/7108/coadd-sv1-bright-7108.fits' + specfile = '/global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/coadd-sv1-bright-7108.fits' fastfile = 'fastspec-example.fits' meta = Table(fitsio.read(fastfile, 'METADATA')) @@ -173,17 +251,17 @@ One fastphot Example ``FastSpecFit`` can also model the broadband photometry (at the given DESI redshift) using ``fastphot``. Using the same example object as above, we have:: - $> fastphot /global/cfs/cdirs/desi/spectro/redux/fuji/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits \ + $> fastphot $DESI_ROOT/spectro/redux/iron/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits \ --targetids 39633345008634465 --outfile fastphot-example.fits - INFO:fastspecfit.py:123:parse: /global/homes/i/ioannis/code/desihub/fastspecfit/bin/fastphot /global/cfs/cdirs/desi/spectro/redux/fuji/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits --targetids 39633345008634465 --outfile fastphot-example.fits + INFO:fastspecfit.py:123:parse: /global/homes/i/ioannis/code/desihub/fastspecfit/bin/fastphot /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits --targetids 39633345008634465 --outfile fastphot-example.fits INFO:continuum.py:137:__init__: Reading /global/cfs/cdirs/desi/science/gqp/templates/SSP-CKC14z/v1.0/SSP_Padova_CKC14z_Kroupa_Z0.0190.fits INFO:fastspecfit.py:249:fastphot: Initializing the classes took: 1.28 sec INFO:io.py:296:select: Reading and parsing 1 unique redrockfile(s) - INFO:io.py:348:select: specprod=fuji, coadd_type=healpix, survey=sv1, program=bright, healpix=7108 + INFO:io.py:348:select: specprod=iron, coadd_type=healpix, survey=sv1, program=bright, healpix=7108 INFO:io.py:443:select: Updating QSO redshifts using a QN threshold of 0.95. INFO:io.py:569:select: Gathered photometric metadata for 1 objects in 0.14 sec - INFO:io.py:658:read_and_unpack: Reading 1 spectra from /global/cfs/cdirs/desi/spectro/redux/fuji/healpix/sv1/bright/71/7108/coadd-sv1-bright-7108.fits + INFO:io.py:658:read_and_unpack: Reading 1 spectra from /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/coadd-sv1-bright-7108.fits INFO:io.py:855:read_and_unpack: Read data for 1 objects in 0.08 sec INFO:fastspecfit.py:260:fastphot: Reading and unpacking the 1 spectra to be fitted took: 1.75 sec INFO:continuum.py:1815:continuum_fastphot: Preparing the models took 0.22 sec @@ -203,10 +281,10 @@ redshift) using ``fastphot``. Using the same example object as above, we have:: INFO:continuum.py:137:__init__: Reading /global/cfs/cdirs/desi/science/gqp/templates/SSP-CKC14z/v1.0/SSP_Padova_CKC14z_Kroupa_Z0.0190.fits INFO:fastspecfit-qa:102:main: Initializing the classes took: 1.95 sec INFO:io.py:296:select: Reading and parsing 1 unique redrockfile(s) - INFO:io.py:348:select: specprod=fuji, coadd_type=healpix, survey=sv1, program=bright, healpix=7108 + INFO:io.py:348:select: specprod=iron, coadd_type=healpix, survey=sv1, program=bright, healpix=7108 INFO:io.py:443:select: Updating QSO redshifts using a QN threshold of 0.95. INFO:io.py:569:select: Gathered photometric metadata for 1 objects in 0.11 sec - INFO:io.py:658:read_and_unpack: Reading 1 spectra from /global/cfs/cdirs/desi/spectro/redux/fuji/healpix/sv1/bright/71/7108/coadd-sv1-bright-7108.fits + INFO:io.py:658:read_and_unpack: Reading 1 spectra from /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/coadd-sv1-bright-7108.fits INFO:io.py:855:read_and_unpack: Read data for 1 objects in 0.07 sec INFO:continuum.py:2489:qa_fastphot: Writing ./fastphot-sv1-bright-7108-39633345008634465.png INFO:fastspecfit-qa:186:main: QA for everything took: 1.71 sec @@ -233,21 +311,21 @@ More Examples In the examples above, we selected one specific object using the ``--targetids`` optional input, which can also be a comma-separated list. For example:: - $> fastspec /global/cfs/cdirs/desi/spectro/redux/fuji/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits \ + $> fastspec /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits \ --targetids 39633345008634465,39633334917139798,39633348330522913 \ --outfile fastspec-example2.fits Alternatively, you may want to fit a subset of the targets on this healpixel, say the first 20 objects, in which case you would use the ``--ntargets`` keyword:: - $> fastspec /global/cfs/cdirs/desi/spectro/redux/fuji/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits \ + $> fastspec /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits \ --ntargets 20 --outfile fastspec-example3.fits If you don't want to start at the zeroth object, you can offset by an integer number of targets using the ``--firsttarget`` option, which in this example would fit objects 50 through 70:: - $> fastspec /global/cfs/cdirs/desi/spectro/redux/fuji/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits \ + $> fastspec /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits \ --firsttarget 50 --ntargets 20 --outfile fastspec-example4.fits Finally, when fitting more than one object, you probably want to use @@ -255,7 +333,7 @@ multiprocessing, so that multiple objects are fit simultaneously. We can use parallelism (assuming you're on a machine with more than one core) using the ``--mp`` input:: - $> fastspec /global/cfs/cdirs/desi/spectro/redux/fuji/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits \ + $> fastspec /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits \ --firsttarget 50 --ntargets 20 --mp 20 --outfile fastspec-example5.fits You can see all the options by calling either ``fastspec`` or ``fastphot`` with @@ -292,7 +370,7 @@ What if you want to fit a particular survey, program, or healpixel. Do you really need to specify the full path to each individual Redrock file? No! ``FastSpecFit`` knows how the DESI data are organized, but to access this information we need to use the higher-level ``mpi-fastspecfit`` script. For -example, to fit all the objects in the *Fuji* spectroscopic production from +example, to fit all the objects in the *Iron* spectroscopic production from ``survey=sv``, ``program=bright`` and ``healpix=7108``, we would do (here, on a single interactive Perlmutter node):: @@ -300,14 +378,14 @@ single interactive Perlmutter node):: $> source /global/cfs/cdirs/desi/software/desi_environment.sh main $> module load fastspecfit/main $> export FASTSPECFIT_TEMPLATES=$DESI_ROOT/science/gqp/templates/SSP-CKC14z - $> time mpi-fastspecfit --specprod fuji --survey sv1 --program bright \ + $> time mpi-fastspecfit --specprod iron --survey sv1 --program bright \ --healpix 7108 --mp 128 --outdir-data . - $> ls -l ./fuji/healpix/sv1/bright/71/7108 + $> ls -l ./iron/healpix/sv1/bright/71/7108 INFO:mpi.py:223:_findfiles: Building file list for survey=sv1 and program=bright INFO:mpi.py:309:plan: Found 1/1 redrockfiles (left) to do. INFO:mpi-fastspecfit:46:run_fastspecfit: Planning took 0.16 sec - INFO:mpi-fastspecfit:96:run_fastspecfit: Rank 0, ntargets=264: fastspec /global/cfs/cdirs/desi/spectro/redux/fuji/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits -o ./fuji/healpix/sv1/bright/71/7108/fastspec-sv1-bright-7108.fits.gz --mp 128 + INFO:mpi-fastspecfit:96:run_fastspecfit: Rank 0, ntargets=264: fastspec /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits -o ./iron/healpix/sv1/bright/71/7108/fastspec-sv1-bright-7108.fits --mp 128 INFO:mpi-fastspecfit:119:run_fastspecfit: rank 0 done in 113.58 sec INFO:mpi-fastspecfit:140:run_fastspecfit: All done at Sun Aug 7 06:17:02 2022 @@ -316,7 +394,7 @@ single interactive Perlmutter node):: sys 1m16.424s total 12092 - -rw-rw-r-- 1 ioannis ioannis 12007670 Aug 7 06:17 fastspec-sv1-bright-7108.fits.gz + -rw-rw-r-- 1 ioannis ioannis 12007670 Aug 7 06:17 fastspec-sv1-bright-7108.fits -rw-rw-r-- 1 ioannis ioannis 370424 Aug 7 06:17 fastspec-sv1-bright-7108.log Since fitting can be relatively expensive (in this case, it took about two @@ -324,26 +402,26 @@ minutes to fit 264 targets with 128 cores), you may want to see what's going to happen before fitting large numbers of objects, which we can do using the ``--plan`` and/or ``--dry-run`` options:: - $> mpi-fastspecfit --specprod fuji --survey sv1 --program bright \ + $> mpi-fastspecfit --specprod iron --survey sv1 --program bright \ --healpix 7108 --outdir-data . --plan INFO:mpi.py:223:_findfiles: Building file list for survey=sv1 and program=bright INFO:mpi.py:309:plan: Found 1/1 redrockfiles (left) to do. - $> mpi-fastspecfit --specprod fuji --survey sv1 --program bright \ + $> mpi-fastspecfit --specprod iron --survey sv1 --program bright \ --healpix 7108 --outdir-data . --dry-run INFO:mpi.py:223:_findfiles: Building file list for survey=sv1 and program=bright INFO:mpi.py:309:plan: Found 1/1 redrockfiles (left) to do. INFO:mpi-fastspecfit:46:run_fastspecfit: Planning took 0.01 sec - INFO:mpi-fastspecfit:96:run_fastspecfit: Rank 0, ntargets=264: fastspec /global/cfs/cdirs/desi/spectro/redux/fuji/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits -o ./fuji/healpix/sv1/bright/71/7108/fastspec-sv1-bright-7108.fits.gz --mp 128 + INFO:mpi-fastspecfit:96:run_fastspecfit: Rank 0, ntargets=264: fastspec /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits -o ./iron/healpix/sv1/bright/71/7108/fastspec-sv1-bright-7108.fits --mp 128 If you leave off any combination of the ``--survey``, ``--program``, and/or ``--healpix`` options, the code will assume that you want all the possible values of these keywords. For example, to see how many SV3 Redrock files would need to be fit (not recommended without MPI parallelism!), one would do:: - $> mpi-fastspecfit --specprod fuji --survey sv3 --outdir-data . --plan + $> mpi-fastspecfit --specprod iron --survey sv3 --outdir-data . --plan INFO:mpi.py:223:_findfiles: Building file list for survey=sv3 and program=bright INFO:mpi.py:223:_findfiles: Building file list for survey=sv3 and program=dark INFO:mpi.py:223:_findfiles: Building file list for survey=sv3 and program=other @@ -354,12 +432,12 @@ need to be fit (not recommended without MPI parallelism!), one would do:: .. note:: One must always specify the spectroscopic production when calling - ``mpi-fastspecfit``, in this case ``--specprod fuji``. + ``mpi-fastspecfit``, in this case ``--specprod iron``. To fit the broadband photometry instead of the DESI spectroscopy, simply call any of the examples in this section with the ``--fastphot`` option:: - $> mpi-fastspecfit --specprod fuji --survey sv3 --outdir-data . --plan --fastphot + $> mpi-fastspecfit --specprod iron --survey sv3 --outdir-data . --plan --fastphot INFO:mpi.py:223:_findfiles: Building file list for survey=sv3 and program=bright INFO:mpi.py:223:_findfiles: Building file list for survey=sv3 and program=dark INFO:mpi.py:223:_findfiles: Building file list for survey=sv3 and program=other @@ -371,11 +449,11 @@ Finally, ``mpi-fastspecfit`` also knows about the tile-based *cumulative*, *per-night*, and *per-exposure* coadds via the ``--coadd-type`` optional input. For example:: - $> mpi-fastspecfit --specprod fuji --coadd-type cumulative --tile 80613 --outdir-data . --plan + $> mpi-fastspecfit --specprod iron --coadd-type cumulative --tile 80613 --outdir-data . --plan INFO:mpi.py:309:plan: Found 10/10 redrockfiles (left) to do. - $> mpi-fastspecfit --specprod fuji --coadd-type pernight --tile 80613 --outdir-data . --plan + $> mpi-fastspecfit --specprod iron --coadd-type pernight --tile 80613 --outdir-data . --plan INFO:mpi.py:309:plan: Found 57/57 redrockfiles (left) to do. - $> mpi-fastspecfit --specprod fuji --coadd-type perexp --tile 80613 --outdir-data . --plan + $> mpi-fastspecfit --specprod iron --coadd-type perexp --tile 80613 --outdir-data . --plan INFO:mpi.py:309:plan: Found 283/283 redrockfiles (left) to do. diff --git a/docker/README.md b/docker/README.md index 9add3d25..d8d5861a 100644 --- a/docker/README.md +++ b/docker/README.md @@ -14,7 +14,7 @@ export DOCKER_BUILDKIT=0 export COMPOSE_DOCKER_CLI_BUILD=0 docker buildx use mybuilder -docker buildx build --platform linux/amd64,linux/arm64/v8 --push -t desihub/fastspecfit:2.0.0 . +docker buildx build --platform linux/amd64,linux/arm64/v8 --push -t desihub/fastspecfit:2.1.1 . docker buildx build --platform linux/amd64,linux/arm64/v8 --push -t desihub/fastspecfit:latest . ``` @@ -25,8 +25,8 @@ docker run -it desihub/fastspecfit:latest ``` or ``` -docker pull desihub/fastspecfit:2.0.0 -docker run -it desihub/fastspecfit:2.0.0 +docker pull desihub/fastspecfit:2.1.1 +docker run -it desihub/fastspecfit:2.1.1 ``` Or at NERSC: From 8da579fe605c9b103ffa1db967bf01d940c57c57 Mon Sep 17 00:00:00 2001 From: John Moustakas Date: Sat, 25 Mar 2023 06:56:05 -0400 Subject: [PATCH 12/18] update install page --- doc/install.rst | 24 ++++++------- doc/running.rst | 93 +++++++++++++++++++++++++++---------------------- 2 files changed, 64 insertions(+), 53 deletions(-) diff --git a/doc/install.rst b/doc/install.rst index 09a7a885..c5494957 100644 --- a/doc/install.rst +++ b/doc/install.rst @@ -23,7 +23,7 @@ to load a stable version of ``FastSpecFit`` and its dependencies:: source /global/cfs/cdirs/desi/software/desi_environment.sh 23.1 module swap desispec/0.57.0 - module load fastspecfit/v2.1.1 + module load fastspecfit/2.1.1 Alternatively, the following commands will load the development version of ``FastSpecFit``, which is updated nightly and not guaranteed to be stable:: @@ -31,7 +31,7 @@ Alternatively, the following commands will load the development version of source /global/cfs/cdirs/desi/software/desi_environment.sh main module load fastspecfit/main -Alternatively, some users may want to access ``FastSpecFit`` through `NERSC`_'s +Finally, some users may want to access ``FastSpecFit`` through `NERSC`_'s `JupyterHub`_ notebook server. To set up the kernel first do:: mkdir -p ${HOME}/.local/share/jupyter/kernels/fastspecfit @@ -48,25 +48,25 @@ set! To install ``FastSpecFit`` and all its dependencies on a laptop we recommend a dedicated `Miniforge`_ environment. For example, to install the latest stable -version transparently into an environment called, e.g., *fastconda* one would +version transparently into an environment called, e.g., *fastspec* one would do:: - conda create -y --name fastconda python=3.10 - conda activate fastconda - python -m pip install fastspecfit + conda create -y --name fastspec python=3.10 + conda activate fastspec + pip install fastspecfit Note that if you are planning to write documentation you will also need to install the following dependencies:: - python -m pip install sphinx sphinx-toolbox sphinx-rtd-theme sphinxcontrib-napoleon + pip install sphinx sphinx-toolbox sphinx-rtd-theme sphinxcontrib-napoleon Alternatively, some users may want ``FastSpecFit`` and its dependencies to be installed in a more accessible location (e.g., */path/to/desi/code*), in which case one would do:: - conda create -y --name fastconda python=3.10 numpy scipy numba astropy matplotlib seaborn - conda activate fastconda - python -m pip install fitsio healpy speclite + conda create -y --name fastspec python=3.10 numpy scipy numba astropy matplotlib seaborn + conda activate fastspec + pip install fitsio healpy speclite export DESI_CODE=/path/to/desi/code mkdir -p $DESI_CODE @@ -84,7 +84,7 @@ their own environment variable: * ``DESI_ROOT``, which specifies the top-level location of the DESI data; * ``DUST_DIR``, which specifies the location of the `Schlegel, Finkbeiner, & - Davis dust maps`_; and + Davis dust maps`_; * ``DR9_DIR``, which specifies the location of the `DESI Legacy Imaging Surveys Data Release 9 (DR9)`_ data; and * ``FTEMPLATES_DIR``, which indicates the location of the stellar population @@ -93,7 +93,7 @@ their own environment variable: .. note:: Currently, the DESI data are only available to DESI collaborators; however, - the `Early Data Release (EDR)`_ is expected to be publicly available in April + the `Early Data Release (EDR)`_ is expected to be publicly available in Spring 2023 and other data releases will be announced in the `DESI Data Release`_ page, after which point the instructions here will be updated. diff --git a/doc/running.rst b/doc/running.rst index 40bbffd6..bd945cd5 100644 --- a/doc/running.rst +++ b/doc/running.rst @@ -14,12 +14,10 @@ Running FastSpecFit Overview -------- -Running ``FastSpecFit`` is accomplished through a handful of high-level Python -scripts. The two primary, independent scripts which can be run on one (or a -small number) of `Redrock`_ redshift catalogs are: - - * ``fastspec``, to jointly model the DESI spectrophotometry and broadband photometry; and - * ``fastphot``, to model just the DESI broadband photometry. +The primary executable script for ``FastSpecFit`` is called ``fastspec``, which +takes one or more `Redrock`_ redshift catalogs as input (and one or more +corresponding DESI spectra) and, by default, jointly models the DESI +spectrophotometry and broadband photometry. .. collapse:: Click to view the fastspec help message. @@ -67,6 +65,13 @@ small number) of `Redrock`_ redshift catalogs are: | +accomplished through a handful of high-level Python +scripts. The two primary, independent scripts which can be run on one (or a +small number) of `Redrock`_ redshift catalogs are: + + * ``fastspec``, to jointly model the DESI spectrophotometry and broadband photometry; and + * ``fastphot``, to model just the DESI broadband photometry. + Note that in addition to the `Redrock`_ catalog, ``fastspec`` also requires the DESI coadded spectrum to be located in the same directory (with a default *coadd-* prefix). In addition, there are two key support routines, which we @@ -83,46 +88,52 @@ describe in more detail below: One fastspec Example -------------------- -To model the spectrum of a single object, we just need to provide ``fastspec`` -the full path of an input Redrock catalog and an (arbitrary) output filename:: +To model the spectrum of a single object, we simply provide ``fastspec`` the +full path of an input Redrock catalog, the ``targetid`` of the object we are +interested in, and an (arbitrary) output filename:: $> fastspec $DESI_ROOT/spectro/redux/iron/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits \ --targetids 39633345008634465 --outfile fastspec-example.fits -Executing this command produces the following informational output:: - - INFO:fastspecfit.py:122:parse: /global/homes/i/ioannis/code/desihub/fastspecfit/bin/fastspec /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits --targetids 39633345008634465 --outfile fastspec-example.fits - INFO:io.py:525:select: Reading and parsing 1 unique redrockfile(s). - INFO:io.py:579:select: specprod=iron, coadd_type=healpix, survey=sv1, program=bright, healpix=7108 - INFO:io.py:847:select: Gathered photometric metadata for 1 objects in 0.19 sec - INFO:io.py:937:read_and_unpack: Reading 1 spectrum from /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/coadd-sv1-bright-7108.fits - INFO:spectra.py:291:read_spectra: iotime 0.215 sec to read coadd-sv1-bright-7108.fits at 2023-02-24T04:49:07.030436 - INFO:io.py:966:read_and_unpack: Coadding across cameras took 0.01 seconds. - INFO:io.py:111:unpack_one_spectrum: Pre-processing object 0 [targetid 39633345008634465 z=0.368744]. - INFO:fastspecfit.py:174:fastspec: Reading and unpacking 1 spectra to be fitted took 3.57 seconds. - INFO:fastspecfit.py:50:fastspec_one: Continuum- and emission-line fitting object 0 [targetid 39633345008634465, z=0.368744]. - INFO:io.py:1505:cache_templates: Reading /global/cfs/cdirs/desi/science/gqp/templates/fastspecfit/1.0.0/ftemplates-chabrier-1.0.0.fits - INFO:continuum.py:1760:continuum_specfit: S/N_b=3.20, S/N_r=6.20, S/N_z=6.04, rest wavelength coverage=2630-7177 A. - INFO:continuum.py:1775:continuum_specfit: Fitting for the velocity dispersion took 1.44 seconds. - INFO:continuum.py:1790:continuum_specfit: Finding vdisp failed; adopting vdisp=125 km/s. - WARNING:continuum.py:1243:templates2data: Padding model spectrum due to insufficient wavelength coverage to synthesize photometry. - INFO:continuum.py:1857:continuum_specfit: Median aperture correction = 1.320 [1.209-1.471]. - INFO:continuum.py:1884:continuum_specfit: Final fitting with 120 models took 0.38 seconds. - INFO:continuum.py:1918:continuum_specfit: Spectroscopic DN(4000)=0.944+/-0.028, Model Dn(4000)=1.101 - INFO:continuum.py:1953:continuum_specfit: Smooth continuum correction: b=-0.252%, r=0.125%, z=0.036% - INFO:continuum.py:1978:continuum_specfit: Mstar=9.178 Msun, Mr=-19.80 mag, A(V)=0.542, Age=0.753 Gyr, SFR=3.535 Msun/yr, Z/Zsun=-0.473 - INFO:continuum.py:2019:continuum_specfit: Continuum-fitting took 2.10 seconds. - INFO:emlines.py:2337:emline_specfit: Initial line-fitting with 28 free parameters took 0.35 seconds [niter=2, rchi2=1.5841]. - INFO:emlines.py:2381:emline_specfit: Second (broad) line-fitting with 39 free parameters took 0.77 seconds [niter=3, rchi2=1.7877]. - INFO:emlines.py:2386:emline_specfit: Chi2 with broad lines = 1.78772 and without broad lines = 1.58412 [chi2_narrow-chi2_broad=-0.20360] - INFO:emlines.py:2409:emline_specfit: Dropping broad-line model: delta-rchi2 -0.204<0.000. - INFO:emlines.py:2517:emline_specfit: Final line-fitting with 35 free parameters took 0.41 seconds [niter=2, rchi2=1.5550]. - INFO:emlines.py:2608:emline_specfit: Dn(4000)=1.033 in the emission-line subtracted spectrum. - INFO:emlines.py:2649:emline_specfit: Emission-line fitting took 1.71 seconds. - INFO:fastspecfit.py:214:fastspec: Fitting 1 object(s) took 4.31 seconds. - INFO:io.py:1335:write_fastspecfit: Writing results for 1 object to fastspec-example.fits - INFO:io.py:1392:write_fastspecfit: Writing out took 1.38 seconds. +.. collapse:: Click to view the informational output printed to the screen after + executing this command. + + .. code-block:: python + + INFO:fastspecfit.py:122:parse: /global/homes/i/ioannis/code/desihub/fastspecfit/bin/fastspec /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits --targetids 39633345008634465 --outfile fastspec-example.fits + INFO:io.py:525:select: Reading and parsing 1 unique redrockfile(s). + INFO:io.py:579:select: specprod=iron, coadd_type=healpix, survey=sv1, program=bright, healpix=7108 + INFO:io.py:847:select: Gathered photometric metadata for 1 objects in 0.19 sec + INFO:io.py:937:read_and_unpack: Reading 1 spectrum from /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/coadd-sv1-bright-7108.fits + INFO:spectra.py:291:read_spectra: iotime 0.215 sec to read coadd-sv1-bright-7108.fits at 2023-02-24T04:49:07.030436 + INFO:io.py:966:read_and_unpack: Coadding across cameras took 0.01 seconds. + INFO:io.py:111:unpack_one_spectrum: Pre-processing object 0 [targetid 39633345008634465 z=0.368744]. + INFO:fastspecfit.py:174:fastspec: Reading and unpacking 1 spectra to be fitted took 3.57 seconds. + INFO:fastspecfit.py:50:fastspec_one: Continuum- and emission-line fitting object 0 [targetid 39633345008634465, z=0.368744]. + INFO:io.py:1505:cache_templates: Reading /global/cfs/cdirs/desi/science/gqp/templates/fastspecfit/1.0.0/ftemplates-chabrier-1.0.0.fits + INFO:continuum.py:1760:continuum_specfit: S/N_b=3.20, S/N_r=6.20, S/N_z=6.04, rest wavelength coverage=2630-7177 A. + INFO:continuum.py:1775:continuum_specfit: Fitting for the velocity dispersion took 1.44 seconds. + INFO:continuum.py:1790:continuum_specfit: Finding vdisp failed; adopting vdisp=125 km/s. + WARNING:continuum.py:1243:templates2data: Padding model spectrum due to insufficient wavelength coverage to synthesize photometry. + INFO:continuum.py:1857:continuum_specfit: Median aperture correction = 1.320 [1.209-1.471]. + INFO:continuum.py:1884:continuum_specfit: Final fitting with 120 models took 0.38 seconds. + INFO:continuum.py:1918:continuum_specfit: Spectroscopic DN(4000)=0.944+/-0.028, Model Dn(4000)=1.101 + INFO:continuum.py:1953:continuum_specfit: Smooth continuum correction: b=-0.252%, r=0.125%, z=0.036% + INFO:continuum.py:1978:continuum_specfit: Mstar=9.178 Msun, Mr=-19.80 mag, A(V)=0.542, Age=0.753 Gyr, SFR=3.535 Msun/yr, Z/Zsun=-0.473 + INFO:continuum.py:2019:continuum_specfit: Continuum-fitting took 2.10 seconds. + INFO:emlines.py:2337:emline_specfit: Initial line-fitting with 28 free parameters took 0.35 seconds [niter=2, rchi2=1.5841]. + INFO:emlines.py:2381:emline_specfit: Second (broad) line-fitting with 39 free parameters took 0.77 seconds [niter=3, rchi2=1.7877]. + INFO:emlines.py:2386:emline_specfit: Chi2 with broad lines = 1.78772 and without broad lines = 1.58412 [chi2_narrow-chi2_broad=-0.20360] + INFO:emlines.py:2409:emline_specfit: Dropping broad-line model: delta-rchi2 -0.204<0.000. + INFO:emlines.py:2517:emline_specfit: Final line-fitting with 35 free parameters took 0.41 seconds [niter=2, rchi2=1.5550]. + INFO:emlines.py:2608:emline_specfit: Dn(4000)=1.033 in the emission-line subtracted spectrum. + INFO:emlines.py:2649:emline_specfit: Emission-line fitting took 1.71 seconds. + INFO:fastspecfit.py:214:fastspec: Fitting 1 object(s) took 4.31 seconds. + INFO:io.py:1335:write_fastspecfit: Writing results for 1 object to fastspec-example.fits + INFO:io.py:1392:write_fastspecfit: Writing out took 1.38 seconds. +| + See the :ref:`fastspec data model` for a full description of the contents of the ``fastspec-example.fits`` file which is written out. We can visualize the results by invoking the following command:: From 87911a16cc57bfc25c3cee090fe37b4d1071fb00 Mon Sep 17 00:00:00 2001 From: John Moustakas Date: Fri, 31 Mar 2023 17:35:46 -0400 Subject: [PATCH 13/18] updated qa and running.rst docs --- ...phot-sv1-bright-7108-39633345008634465.png | Bin 104053 -> 230208 bytes ...spec-sv1-bright-7108-39633345008634465.png | Bin 769031 -> 646052 bytes doc/running.rst | 195 ++++++++++-------- 3 files changed, 104 insertions(+), 91 deletions(-) diff --git a/doc/_static/fastphot-sv1-bright-7108-39633345008634465.png b/doc/_static/fastphot-sv1-bright-7108-39633345008634465.png index 9a90257ff956818f9e79706f3cde650e8fdac4df..17dd155a91097c551a0247b24b71e4cab0379d4b 100644 GIT binary patch literal 230208 zcmeEucR1GV|M!KG5m6~w84cMy2gT%P*6}{mvt90Dz>LTfByXb{rhX5J)<%+ zGh4{v(5?=?dX>S!`}aimLQc!h`qtJHADlS%Ileo}O-)U$RpMy6Uq87c=W zTu0Y)adBzon#osQ`lHj=$;bcCSF-Y%CqEfjSbdrCQ@!eQj*iU2!ou%zOgSAL9VaIz 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+++ b/doc/running.rst @@ -65,13 +65,6 @@ spectrophotometry and broadband photometry. | -accomplished through a handful of high-level Python -scripts. The two primary, independent scripts which can be run on one (or a -small number) of `Redrock`_ redshift catalogs are: - - * ``fastspec``, to jointly model the DESI spectrophotometry and broadband photometry; and - * ``fastphot``, to model just the DESI broadband photometry. - Note that in addition to the `Redrock`_ catalog, ``fastspec`` also requires the DESI coadded spectrum to be located in the same directory (with a default *coadd-* prefix). In addition, there are two key support routines, which we @@ -136,34 +129,34 @@ interested in, and an (arbitrary) output filename:: See the :ref:`fastspec data model` for a full description of the contents of the ``fastspec-example.fits`` file which is written out. We can -visualize the results by invoking the following command:: - - $> fastspecfit-qa ./fastspec-example.fits - -.. collapse:: Log - :open: - - The log output shows the results are written to the file - ``fastspec-sv1-bright-7108-39633345008634465.png``, which we display below:: - - INFO:io.py:984:read_fastspecfit: Read 1 object(s) from fastspec.fits - INFO:continuum.py:137:__init__: Reading /global/cfs/cdirs/desi/science/gqp/templates/SSP-CKC14z/v1.0/SSP_Padova_CKC14z_Kroupa_Z0.0190.fits - INFO:continuum.py:137:__init__: Reading /global/cfs/cdirs/desi/science/gqp/templates/SSP-CKC14z/v1.0/SSP_Padova_CKC14z_Kroupa_Z0.0190.fits - INFO:fastspecfit-qa:102:main: Initializing the classes took: 1.43 sec - INFO:io.py:296:select: Reading and parsing 1 unique redrockfile(s) - INFO:io.py:348:select: specprod=iron, coadd_type=healpix, survey=sv1, program=bright, healpix=7108 - INFO:io.py:443:select: Updating QSO redshifts using a QN threshold of 0.95. - INFO:io.py:569:select: Gathered photometric metadata for 1 objects in 0.07 sec - INFO:io.py:658:read_and_unpack: Reading 1 spectra from /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/coadd-sv1-bright-7108.fits - INFO:spectra.py:291:read_spectra: iotime 0.161 sec to read coadd-sv1-bright-7108.fits at 2022-08-07T04:01:18.246061 - INFO:continuum.py:836:get_linesigma: Forbidden masking sigma=98.374 km/s and S/N=73.893 - INFO:continuum.py:836:get_linesigma: Balmer masking sigma=88.367 km/s and S/N=84.792 - INFO:continuum.py:836:get_linesigma: UV/Broad masking sigma=0.000 km/s and S/N=0.000 - INFO:io.py:855:read_and_unpack: Read data for 1 objects in 0.62 sec - INFO:emlines.py:2111:qa_fastspec: Writing ./fastspec-sv1-bright-7108-39633345008634465.png - INFO:fastspecfit-qa:186:main: QA for everything took: 4.77 sec - -.. figure:: _static/fastspec-sv3-dark-26964-39627781683807297.png +visualize the results to create the +``fastspec-sv1-bright-7108-39633345008634465.png`` file by invoking the +following command:: + + $> fastspecfit-qa ./fastspec-example.fits --outdir ./ + +.. collapse:: Click to view the informational output printed to the screen after + executing this command. + + .. code-block:: python + + INFO:fastspecfit-qa:53:parse: /global/homes/i/ioannis/code/desihub/fastspecfit/bin/fastspecfit-qa ./fastspec-example.fits --outdir ./ + INFO:io.py:1716:read_fastspecfit: Read 1 object(s) from ./fastspec-example.fits + INFO:fastspecfit-qa:131:main: Building QA for 1 objects. + INFO:io.py:665:select: Reading and parsing 1 unique redrockfile(s). + INFO:io.py:720:select: specprod=iron, coadd_type=healpix, survey=sv1, program=bright, healpix=7108 + INFO:io.py:995:select: Gathered photometric metadata for 1 objects in 0.07 sec + INFO:io.py:1085:read_and_unpack: Reading 1 spectrum from /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/coadd-sv1-bright-7108.fits + INFO:spectra.py:291:read_spectra: iotime 0.470 sec to read coadd-sv1-bright-7108.fits at 2023-03-31T14:14:14.983411 + INFO:io.py:1114:read_and_unpack: Coadding across cameras took 0.01 seconds. + INFO:io.py:111:unpack_one_spectrum: Pre-processing object 0 [targetid 39633345008634465 z=0.368744]. + INFO:fastspecfit.py:656:qa_fastspec: timeout 15 wget -q -o /dev/null -O ./tmp.fastspec-sv1-bright-7108-39633345008634465.jpeg "https://www.legacysurvey.org/viewer/jpeg-cutout?ra=105.48977452498902&dec=56.669300058331935&width=114&height=87&layer=ls-dr9" + INFO:fastspecfit.py:1342:qa_fastspec: Writing ./fastspec-sv1-bright-7108-39633345008634465.png + INFO:fastspecfit-qa:241:main: QA for everything took: 12.64 sec + +| + +.. figure:: _static/fastspec-sv1-bright-7108-39633345008634465.png The figure above succinctly summarizes the ``fastspec`` inputs and modeling results: @@ -175,7 +168,7 @@ results: * *Middle-left panel*: Three-camera observed DESI spectrophotometry and best-fitting model, shown as light and dark blue, green, and red spectra, - respectively, and spanning the observed-frame :math:`0.3600-0.98~\mu m` + respectively, and spanning the observed-frame :math:`0.36-0.98~\mu m` wavelength range. The thin, light gray curve around zero flux shows the *smooth continuum* correction which is added to the thick, dark gray best-fitting stellar population synthesis model (see the :ref:`algorithms @@ -186,15 +179,12 @@ results: points (or arrows) show the observed *grz* (optical) and *W1-W4* (infrared) fluxes or :math:`2\sigma` upper limits from the *Legacy Surveys*, and the open square markers represent the photometry synthesized from the - best-fitting model. The blue, green, and red spectra are the - + best-fitting model. The blue, green, and red spectra in this panel are the + best-fitting DESI model after multiplying by the derived aperture correction + (showin the bottom portion of the panel as the factor of 1.32). -underlying stellar continuum for each of the three DESI cameras (blue, green and -red); (middle) the fit to the (residual) emission-line spectrum after -subtracting from the data the best-fitting stellar continuum model and the -smooth continuum correction (shown as a light gray curve in the top panel); and -(bottom) panels which zoom into all the individual lines modeled by -``FastSpecFit``. + * *Lower-right panel*: Zoomed panels showing the data and best-fit model for + all the emission lines within the observed spectral range. In some cases it may be convenient to generate your own figure of the data and the best-fitting models, which you can do by reading the data yourself and using @@ -264,55 +254,64 @@ redshift) using ``fastphot``. Using the same example object as above, we have:: $> fastphot $DESI_ROOT/spectro/redux/iron/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits \ --targetids 39633345008634465 --outfile fastphot-example.fits - - INFO:fastspecfit.py:123:parse: /global/homes/i/ioannis/code/desihub/fastspecfit/bin/fastphot /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits --targetids 39633345008634465 --outfile fastphot-example.fits - INFO:continuum.py:137:__init__: Reading /global/cfs/cdirs/desi/science/gqp/templates/SSP-CKC14z/v1.0/SSP_Padova_CKC14z_Kroupa_Z0.0190.fits - INFO:fastspecfit.py:249:fastphot: Initializing the classes took: 1.28 sec - INFO:io.py:296:select: Reading and parsing 1 unique redrockfile(s) - INFO:io.py:348:select: specprod=iron, coadd_type=healpix, survey=sv1, program=bright, healpix=7108 - INFO:io.py:443:select: Updating QSO redshifts using a QN threshold of 0.95. - INFO:io.py:569:select: Gathered photometric metadata for 1 objects in 0.14 sec - INFO:io.py:658:read_and_unpack: Reading 1 spectra from /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/coadd-sv1-bright-7108.fits - INFO:io.py:855:read_and_unpack: Read data for 1 objects in 0.08 sec - INFO:fastspecfit.py:260:fastphot: Reading and unpacking the 1 spectra to be fitted took: 1.75 sec - INFO:continuum.py:1815:continuum_fastphot: Preparing the models took 0.22 sec - INFO:continuum.py:1843:continuum_fastphot: Fitting the photometry took: 0.05 sec - INFO:continuum.py:1853:continuum_fastphot: Finding photometric A(V) failed; adopting A(V)=0.0000 - INFO:continuum.py:1896:continuum_fastphot: Photometric DN(4000)=1.170, Age=1.25 Gyr, Mr=-20.61 mag, Mstar=6.089e+09 - INFO:fastspecfit.py:83:fastphot_one: Continuum-fitting object 0 [targetid 39633345008634465] took 0.40 sec - INFO:fastspecfit.py:276:fastphot: Fitting everything took: 0.41 sec - INFO:io.py:1019:write_fastspecfit: Writing results for 1 objects to fastphot-example.fits - INFO:io.py:1074:write_fastspecfit: Writing out took 0.11 sec - - $> fastspecfit-qa fastphot-example.fits - - INFO:fastspecfit-qa:44:parse: /global/homes/i/ioannis/code/desihub/fastspecfit/bin/fastspecfit-qa fastphot-example.fits - INFO:io.py:984:read_fastspecfit: Read 1 object(s) from fastphot-example.fits - INFO:continuum.py:137:__init__: Reading /global/cfs/cdirs/desi/science/gqp/templates/SSP-CKC14z/v1.0/SSP_Padova_CKC14z_Kroupa_Z0.0190.fits - INFO:continuum.py:137:__init__: Reading /global/cfs/cdirs/desi/science/gqp/templates/SSP-CKC14z/v1.0/SSP_Padova_CKC14z_Kroupa_Z0.0190.fits - INFO:fastspecfit-qa:102:main: Initializing the classes took: 1.95 sec - INFO:io.py:296:select: Reading and parsing 1 unique redrockfile(s) - INFO:io.py:348:select: specprod=iron, coadd_type=healpix, survey=sv1, program=bright, healpix=7108 - INFO:io.py:443:select: Updating QSO redshifts using a QN threshold of 0.95. - INFO:io.py:569:select: Gathered photometric metadata for 1 objects in 0.11 sec - INFO:io.py:658:read_and_unpack: Reading 1 spectra from /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/coadd-sv1-bright-7108.fits - INFO:io.py:855:read_and_unpack: Read data for 1 objects in 0.07 sec - INFO:continuum.py:2489:qa_fastphot: Writing ./fastphot-sv1-bright-7108-39633345008634465.png - INFO:fastspecfit-qa:186:main: QA for everything took: 1.71 sec + +.. collapse:: Click to view the informational output printed to the screen after + executing this command. + + .. code-block:: python + + INFO:fastspecfit.py:127:parse: /global/homes/i/ioannis/code/desihub/fastspecfit/bin/fastphot /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/redrock-sv1-bright-7108.fits --targetids 39633345008634465 --outfile fastphot-example.fits + INFO:io.py:665:select: Reading and parsing 1 unique redrockfile(s). + INFO:io.py:720:select: specprod=iron, coadd_type=healpix, survey=sv1, program=bright, healpix=7108 + INFO:io.py:995:select: Gathered photometric metadata for 1 objects in 0.22 sec + INFO:io.py:1085:read_and_unpack: Reading 1 spectrum from /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/coadd-sv1-bright-7108.fits + INFO:io.py:111:unpack_one_spectrum: Pre-processing object 0 [targetid 39633345008634465 z=0.368744]. + INFO:fastspecfit.py:194:fastspec: Reading and unpacking 1 spectra to be fitted took 3.22 seconds. + INFO:fastspecfit.py:51:fastspec_one: Continuum- and emission-line fitting object 0 [targetid 39633345008634465, z=0.368744]. + INFO:continuum.py:1685:continuum_specfit: Adopting nominal vdisp=125 km/s. + WARNING:continuum.py:1243:templates2data: Padding model spectrum due to insufficient wavelength coverage to synthesize photometry. + INFO:continuum.py:1706:continuum_specfit: Fitting 120 models took 0.07 seconds. + INFO:continuum.py:1726:continuum_specfit: Model Dn(4000)=1.139. + INFO:continuum.py:1981:continuum_specfit: Mstar=9.528 Msun, Mr=-19.92 mag, A(V)=0.817, Age=1.679 Gyr, SFR=1.469 Msun/yr, Z/Zsun=-0.992 + INFO:continuum.py:2022:continuum_specfit: Continuum-fitting took 0.20 seconds. + INFO:fastspecfit.py:236:fastspec: Fitting 1 object(s) took 0.86 seconds. + INFO:io.py:1759:write_fastspecfit: Writing results for 1 object to fastphot-example.fits + INFO:io.py:1816:write_fastspecfit: Writing out took 0.10 seconds. + +| + +And to generate the QA:: + + $> fastspecfit-qa fastphot-example.fits --outdir ./ + +.. collapse:: Click to view the informational output printed to the screen after + executing this command. + + .. code-block:: python + + INFO:fastspecfit-qa:53:parse: /global/homes/i/ioannis/code/desihub/fastspecfit/bin/fastspecfit-qa fastphot-example.fits --outdir ./ + INFO:io.py:1716:read_fastspecfit: Read 1 object(s) from fastphot-example.fits + INFO:fastspecfit-qa:131:main: Building QA for 1 objects. + INFO:io.py:665:select: Reading and parsing 1 unique redrockfile(s). + INFO:io.py:720:select: specprod=iron, coadd_type=healpix, survey=sv1, program=bright, healpix=7108 + INFO:io.py:995:select: Gathered photometric metadata for 1 objects in 0.10 sec + INFO:io.py:1085:read_and_unpack: Reading 1 spectrum from /global/cfs/cdirs/desi/spectro/redux/iron/healpix/sv1/bright/71/7108/coadd-sv1-bright-7108.fits + INFO:io.py:111:unpack_one_spectrum: Pre-processing object 0 [targetid 39633345008634465 z=0.368744]. + INFO:fastspecfit.py:656:qa_fastspec: timeout 15 wget -q -o /dev/null -O ./tmp.fastphot-sv1-bright-7108-39633345008634465.jpeg "https://www.legacysurvey.org/viewer/jpeg-cutout?ra=105.48977452498902&dec=56.669300058331935&width=114&height=87&layer=ls-dr9" + INFO:fastspecfit.py:1343:qa_fastspec: Writing ./fastphot-sv1-bright-7108-39633345008634465.png + INFO:fastspecfit-qa:241:main: QA for everything took: 6.19 sec .. image:: _static/fastphot-sv1-bright-7108-39633345008634465.png Once again, please refer to the :ref:`fastphot data model` for a full description of the contents of the ``fastphot-example.fits`` file. - .. note:: - The current version of ``FastSpecFit`` only models the rest-frame optical - spectra of galaxies; there is no re-radiated dust emission. Consequently, in - the figure above the *grzW1* photometric points which are used in the fit are - shown using filled symbols while the open symbols (representing *W2*, *W3*, - and *W4*) are not used in the fit. + As documented above, the orange points (or arrows) show the observed *grz* + (optical) and *W1-W4* (infrared) fluxes or :math:`2\sigma` upper limits from + the *Legacy Surveys*, and the open square markers represent the photometry + synthesized from the best-fitting model. .. _`production`: @@ -352,14 +351,15 @@ the ``--help`` option, although most users will only invoke the options documented above:: $> fastspec --help - usage: fastspec [-h] -o OUTFILE [--mp MP] [-n NTARGETS] [--firsttarget FIRSTTARGET] [--targetids TARGETIDS] [--solve-vdisp] [--ssptemplates SSPTEMPLATES] - [--mapdir MAPDIR] [--dr9dir DR9DIR] [--verbose] + usage: fastspec [-h] -o OUTFILE [--mp MP] [-n NTARGETS] [--firsttarget FIRSTTARGET] [--targetids TARGETIDS] [--no-broadlinefit] [--nophoto] [--percamera-models] + [--imf IMF] [--templateversion TEMPLATEVERSION] [--templates TEMPLATES] [--redrockfile-prefix REDROCKFILE_PREFIX] + [--specfile-prefix SPECFILE_PREFIX] [--qnfile-prefix QNFILE_PREFIX] [--mapdir MAPDIR] [--dr9dir DR9DIR] [--specproddir SPECPRODDIR] [--verbose] [redrockfiles ...] positional arguments: redrockfiles Full path to input redrock file(s). (default: None) - optional arguments: + options: -h, --help show this help message and exit -o OUTFILE, --outfile OUTFILE Full path to output filename (required). (default: None) @@ -370,11 +370,24 @@ documented above:: Index of first object to to process in each file, zero-indexed. (default: 0) --targetids TARGETIDS Comma-separated list of TARGETIDs to process. (default: None) - --solve-vdisp Solve for the velocity dispersion (only when using fastspec). (default: False) - --ssptemplates SSPTEMPLATES - Optional name of the SSP templates. (default: None) + --no-broadlinefit Do not allow for broad Balmer and Helium line-fitting. (default: True) + --nophoto Do not include the photometry in the model fitting. (default: False) + --percamera-models Return the per-camera (not coadded) model spectra. (default: False) + --imf IMF Initial mass function. (default: chabrier) + --templateversion TEMPLATEVERSION + Template version number. (default: 1.0.0) + --templates TEMPLATES + Optional full path and filename to the templates. (default: None) + --redrockfile-prefix REDROCKFILE_PREFIX + Prefix of the input Redrock file name(s). (default: redrock-) + --specfile-prefix SPECFILE_PREFIX + Prefix of the spectral file(s). (default: coadd-) + --qnfile-prefix QNFILE_PREFIX + Prefix of the QuasarNet afterburner file(s). (default: qso_qn-) --mapdir MAPDIR Optional directory name for the dust maps. (default: None) --dr9dir DR9DIR Optional directory name for the DR9 photometry. (default: None) + --specproddir SPECPRODDIR + Optional directory name for the spectroscopic production. (default: None) --verbose Be verbose (for debugging purposes). (default: False) What if you want to fit a particular survey, program, or healpixel. Do you From f82d331dcd8e2c230df0cf58026b5feaead62649 Mon Sep 17 00:00:00 2001 From: John Moustakas Date: Fri, 31 Mar 2023 17:38:12 -0400 Subject: [PATCH 14/18] minor update to algorithms page --- doc/algorithms.rst | 34 +++++++++++++++------------------- 1 file changed, 15 insertions(+), 19 deletions(-) diff --git a/doc/algorithms.rst b/doc/algorithms.rst index 473182a0..3e8268c9 100644 --- a/doc/algorithms.rst +++ b/doc/algorithms.rst @@ -9,35 +9,28 @@ Algorithms Overview -------- -``FastSpecFit`` leverages our understanding of galaxies and quasars to build a -physical model of their observed-frame optical spectra and UV/optical/IR -spectral energy distributions (SEDs). Specifically, ``FastSpecFit`` uses +.. note:: + This page is still under construction! +``FastSpecFit`` leverages our understanding of galaxies and quasars to build a +physical model of their observed-frame optical spectra and UV/optical/IR +spectral energy distributions (SEDs). Simple Stellar Population Templates ----------------------------------- -Document the SSPs. - +Document the templates, physical properties, etc. Modeling the Stellar Continuum ------------------------------ * Initial line-sigma estimation. * Finding significant lines; masking. -* Fast NNLS. -* Reddening. If CONTINUUM_AV_IVAR is zero it means that fitted for the - (intrinsic) dust extinction failed. * Velocity dispersion (with criteria). -* Smooth continuum correction. - - -Modeling the Emission Lines ---------------------------- - -* Line-fitting (broad, narrow). -* Continuum, EWs, upper limits, etc. +* Aperture correction. +* Smooth continuum correction. +* No-photometry and photometry-only modes. K-Corrections and Rest-Frame Photometry --------------------------------------- @@ -49,12 +42,15 @@ If the inverse variance on a given absolutely magnitude is zero it means that the absolute magnitude was derived from *synthesized* photometry based on the best-fitting model (i.e., use with care). +Modeling the Emission Lines +--------------------------- + +* Line-fitting (broad, narrow). +* Continuum, EWs, upper limits, etc. + .. _`planned improvements`: Planned Improvements -------------------- -* Joint fitting of the broadband photometry and spectroscopy. -* Adding dust emission to the templates. * Additional QSO templates. -* Broadband photometry is missing emission lines. From 86e5c3cade817303b9edf0a37ab4f296cce0a49d Mon Sep 17 00:00:00 2001 From: John Moustakas Date: Sat, 1 Apr 2023 11:30:47 -0400 Subject: [PATCH 15/18] lots more text and reorganization --- doc/algorithms.rst | 8 +- doc/fuji.rst | 144 +++++------------------- doc/guadalupe.rst | 273 +++++++++++++++++++++++++++++++++++++++++++++ doc/index.rst | 8 +- doc/iron.rst | 38 +++---- doc/running.rst | 2 +- doc/vacs.rst | 219 ++++++++++++++++++++++++++++++++++++ 7 files changed, 545 insertions(+), 147 deletions(-) create mode 100644 doc/guadalupe.rst create mode 100644 doc/vacs.rst diff --git a/doc/algorithms.rst b/doc/algorithms.rst index 3e8268c9..3ffbffce 100644 --- a/doc/algorithms.rst +++ b/doc/algorithms.rst @@ -3,16 +3,16 @@ Algorithms ========== +.. note:: + + This page is still under construction! + .. contents:: Contents :depth: 3 Overview -------- -.. note:: - - This page is still under construction! - ``FastSpecFit`` leverages our understanding of galaxies and quasars to build a physical model of their observed-frame optical spectra and UV/optical/IR spectral energy distributions (SEDs). diff --git a/doc/fuji.rst b/doc/fuji.rst index cece2344..6c2c13c0 100644 --- a/doc/fuji.rst +++ b/doc/fuji.rst @@ -1,7 +1,7 @@ .. _fuji vac: -Fuji VAC -======== +Fuji (Early Data Release) +========================= .. contents:: Contents :depth: 4 @@ -9,13 +9,17 @@ Fuji VAC Overview -------- -This page describes the content and construction of the ``FastSpecFit`` -value-added catalogs (VACs) which were generated from the DESI **Fuji** -spectroscopic production. These catalogs will be publicly released as part of -the `DESI Early Data Release (DESI/EDR)`_ in April 2023. - -Data Access and Organization ----------------------------- +This page describes the `Fuji` value-added catalogs, which will be publicly +released as part of the `DESI Early Data Release (DESI/EDR)`_ in +late-spring 2023. + +.. note:: + + We only document the **v2.0** version of this VAC; the **v1.0** version is + deprecated and has not been publicly released. + +Data Access +----------- The Fuji VACs can be accessed at the following url: @@ -36,6 +40,8 @@ Fuji (EDR) https://data.desi.lbl.gov/public/edr/vac/fastspecfit/ .. highlight:: default + + Within the data release directory, there are two key subdirectories, `healpix` and `catalogs`, which we now describe in more detail. @@ -49,7 +55,8 @@ for a given spectroscopic production ``SPECPROD=fuji``), the individual ``fastspec`` files (see :ref:`algorithms`) can be found at the following location:: - healpix/SURVEY/PROGRAM/HPIXGROUP/HEALPIX/fastspec-SURVEY-PROGRAM-HEALPIX.fits.gz + VACDIR=/global/cfs/cdirs/desi/public/edr/vac/fastspecfit/fuji/v2.0 + $VACDIR/healpix/SURVEY/PROGRAM/HPIXGROUP/HEALPIX/fastspec-SURVEY-PROGRAM-HEALPIX.fits.gz where ``SURVEY``, ``PROGRAM``, ``HPIXGROUP``, and ``HEALPIX`` are fully documented `here`_. @@ -61,8 +68,6 @@ documented `here`_. data model` pages for a full description of the contents of these files. -.. _`fuji merged catalogs`: - Merged Catalogs ~~~~~~~~~~~~~~~ @@ -81,16 +86,16 @@ File Name File Size Number of Targets =============================== ========= ================= fastspec-fuji-cmx-other.fits 11.6 MB 2,771 fastspec-fuji-special-dark.fits 145 MB 35,647 -fastspec-fuji-sv1-dark.fits 976 MB 235,881 +fastspec-fuji-sv1-backup.fits 15.5 MB 3,683 fastspec-fuji-sv1-bright.fits 524 MB 126,677 +fastspec-fuji-sv1-dark.fits 976 MB 235,881 fastspec-fuji-sv1-other.fits 141 MB 34,150 -fastspec-fuji-sv1-backup.fits 15.5 MB 3,683 -fastspec-fuji-sv2-dark.fits 218 MB 52,771 -fastspec-fuji-sv2-bright.fits 193 MB 46,510 fastspec-fuji-sv2-backup.fits 602 KB 107 -fastspec-fuji-sv3-dark.fits 2.41 GB 592,394 -fastspec-fuji-sv3-bright.fits 1.08 GB 265,324 +fastspec-fuji-sv2-bright.fits 193 MB 46,510 +fastspec-fuji-sv2-dark.fits 218 MB 52,771 fastspec-fuji-sv3-backup.fits 6.62 MB 1,564 +fastspec-fuji-sv3-bright.fits 1.08 GB 265,324 +fastspec-fuji-sv3-dark.fits 2.41 GB 592,394 fastspec-fuji.fits 5.7 GB 1,397,479 =============================== ========= ================= @@ -100,67 +105,8 @@ fastspec-fuji.fits 5.7 GB 1,397,479 not contain the ``MODELS`` FITS extension (see the :ref:`fastspec data model` page for a description of this FITS extension). -Sample Selection ----------------- - -The sample selection---in other words, the criteria used the choose which DESI -targets to fit---were chosen to be very inclusive so that modeling results would -be available for as many objects as possible. In brief, we fit *all* -extragalactic (redshift greater than 0.001) non-sky (i.e., object) targets in -both Fuji and Guadalupe, with no cuts on targeting bits, redshift or -fiber-assignment warning bits, or other quality cuts. - -Specifically, let ``redrockfile`` be the full pathname to a given `redrock -catalog`_. The following bit of Python code illustrates which targets we fit: - -.. code-block:: python - - import fitsio - import numpy as np - from fastspecfit.io import ZWarningMask - - zb = fitsio.read(redrockfile, 'REDSHIFTS') - fm = fitsio.read(redrockfile, 'FIBERMAP') - - I = np.where((zb['Z'] > 0.001) * (fm['OBJTYPE'] == 'TGT') * - (zb['ZWARN'] & ZWarningMask.NODATA == 0))[0] - -where the ``ZWarningMask.NODATA`` bit indicates a spectrum which contains no -data (all inverse variance pixel values in the extracted spectrum are zero). - Updated QSO Redshifts -~~~~~~~~~~~~~~~~~~~~~ - -For a small but important fraction of quasar (QSO) targets, the redshift -determined by Redrock is incorrect. To mitigate this issue, the DESI team has -developed an approach to rectify the redshift nominally measured by Redrock -using the machine-learning algorithm ``QuasarNet``. In the Fuji and Guadalupe -``FastSpecFit`` VACs we adopt the same algorithm. - -Specifically, let ``redrockfile`` and ``qnfile`` be the full pathname to a given -`redrock catalog`_ and `QuasarNet catalog`_, respectively. We update the Redrock -redshift ``Z`` (and store the original Redrock redshift in ``Z_RR``; see the -:ref:`fastspec data model`) for all QSO targets using the -following bit of code: - -.. code-block:: python - - import fitsio - import numpy as np - from astropy.table import Table - - zb = Table(fitsio.read(redrockfile, 'REDSHIFTS')) - qn = Table(fitsio.read(qnfile, 'QN_RR')) - - QNLINES = ['C_LYA', 'C_CIV', 'C_CIII', 'C_MgII', 'C_Hbeta', 'C_Halpha'] - - qn['IS_QSO_QN'] = np.max(np.array([qn[name] for name in linecols]), axis=0) > 0.95 - qn['IS_QSO_QN_NEW_RR'] &= qn['IS_QSO_QN'] - if np.count_nonzero(qn['IS_QSO_QN_NEW_RR']) > 0: - zb['Z'][qn['IS_QSO_QN_NEW_RR']] = qn['Z_NEW'][qn['IS_QSO_QN_NEW_RR']] - -For reference, the table below summarizes the number of objects with updated -redshifts in the :ref:`fuji merged catalogs`: +--------------------- .. rst-class:: columns @@ -189,51 +135,11 @@ This section documents any issues or problems which were identified with these VACs after their final release. To date, no major issues have been identified! To report projects or to request new features please `open a ticket`_. -Acknowledgements ----------------- - -For questions (or problems) regarding these catalogs or their construction, -please `open a ticket`_ and/or contact `John Moustakas`_. - -JM gratefully acknowledges funding support for this work from the -U.S. Department of Energy, Office of Science, Office of High Energy Physics -under Award Number DE-SC0020086. We also gratefully acknowledge important -contributions to the VACs presented herein from the following individuals: - -* Arjun Dey (NSF's NOIRLab) -* Stephen Bailey (Lawrence Berkeley National Lab) -* Rebecca Canning (University of Portsmouth) -* Victoria Fawcett (Durham University) -* Stephanie Juneau (NSF's NOIRLab) -* Ashod Khederlarian (University of Pittsburgh) -* Dustin Lang (Perimeter Institute of Theoretical Physics) -* Adam Myers (University of Wyoming) -* Jeffrey Newman (University of Pittsburgh) -* Ragadeepika Pucha (University of Arizona) -* Anand Raichoor (Lawrence Berkeley National Lab) -* Khaled Said (Australian National University) -* David Setton (University of Pittsburgh) -* Benjamin Weaver (NSF's NOIRLab) - -DESI research is supported by the Director, Office of Science, Office of High -Energy Physics of the U.S. Department of Energy under Contract -No. DE–AC02–05CH11231, and by the National Energy Research Scientific Computing -Center, a DOE Office of Science User Facility under the same contract; -additional support for DESI is provided by the U.S. National Science Foundation, -Division of Astronomical Sciences under Contract No. AST-0950945 to the NSF’s -National Optical-Infrared Astronomy Research Laboratory; the Science and -Technologies Facilities Council of the United Kingdom; the Gordon and Betty -Moore Foundation; the Heising-Simons Foundation; the French Alternative Energies -and Atomic Energy Commission (CEA); the National Council of Science and -Technology of Mexico (CONACYT); the Ministry of Science and Innovation of Spain -(MICINN), and by the `DESI Member Institutions`_. - .. _`DESI Early Data Release (DESI/EDR)`: https://data.desi.lbl.gov/public/edr .. _`DESI/EDR`: https://data.desi.lbl.gov/public/edr .. _`NERSC`: https://nersc.gov .. _`here`: https://data.desi.lbl.gov/doc/organization/ -.. _`redrock catalog`: https://desidatamodel.readthedocs.io/en/latest/DESI_SPECTRO_REDUX/SPECPROD/healpix/SURVEY/PROGRAM/PIXGROUP/PIXNUM/redrock-SURVEY-PROGRAM-PIXNUM.html +.. _`Redrock catalog`: https://desidatamodel.readthedocs.io/en/latest/DESI_SPECTRO_REDUX/SPECPROD/healpix/SURVEY/PROGRAM/PIXGROUP/PIXNUM/redrock-SURVEY-PROGRAM-PIXNUM.html .. _`quasarnet catalog`: https://desidatamodel.readthedocs.io/en/latest/DESI_SPECTRO_REDUX/SPECPROD/healpix/SURVEY/PROGRAM/PIXGROUP/PIXNUM/qso_qn-SURVEY-PROGRAM-PIXNUM.html .. _`open a ticket`: https://github.com/desihub/fastspecfit/issues -.. _`John Moustakas`: mailto:jmoustakas@siena.edu .. _`DESI Member Institutions`: https://www.desi.lbl.gov/collaborating-institutions diff --git a/doc/guadalupe.rst b/doc/guadalupe.rst new file mode 100644 index 00000000..85835fff --- /dev/null +++ b/doc/guadalupe.rst @@ -0,0 +1,273 @@ +.. _guadalupe vac: + +Guadalupe (Data Release 1 Supplement) +===================================== + +.. contents:: Contents + :depth: 4 + +Overview +-------- + +This page describes the content and construction of the ``FastSpecFit`` +value-added catalogs (VACs) which were generated from the DESI **Iron** and +**Guadalupe** spectroscopic productions. Both VACs will be publicly released as +part of the `DESI Data Release 1 (DESI/DR1)`_ sometime in 2024 (exact date TBD). + +Data Access and Organization +---------------------------- + +The Iron and Guadalupe VACs can be accessed at the following urls: + +========================== =================================================================== +Value-Added Catalog URL +========================== =================================================================== +Iron (DR1) https://data.desi.lbl.gov/public/edr/vac/fastspecfit/iron/v1.0 +Guadalupe (DR1 Supplement) https://data.desi.lbl.gov/public/dr1/vac/fastspecfit/guadalupe/v2.0 +========================== =================================================================== + +.. highlight:: none + +.. note:: + + DESI Collaborators may access the catalogs directly at `NERSC`_ at the + following directories:: + + /global/cfs/cdirs/desi/public/dr1/vac/fastspecfit/iron/v1.0 + /global/cfs/cdirs/desi/public/dr1/vac/fastspecfit/guadalupe/v2.0 + +.. highlight:: default + +Within each data release directory, there are two key subdirectories, `healpix` +and `catalogs`, which we now describe in more detail. + +Healpix Catalogs +~~~~~~~~~~~~~~~~ + +We run ``FastSpecFit`` on the healpix-coadded DESI spectra, and organize the +files identically to how the spectra, redshift catalogs, and other data products +are organized in the DESI data releases (as documented `here`_). In other words, +for a given spectroscopic production ``SPECPROD={iron, guadalupe}``), the +individual ``fastspec`` files (see :ref:`algorithms`) can be +found at the following location:: + + healpix/SURVEY/PROGRAM/HPIXGROUP/HEALPIX/fastspec-SURVEY-PROGRAM-HEALPIX.fits.gz + +where ``SURVEY``, ``PROGRAM``, ``HPIXGROUP``, and ``HEALPIX`` are fully +documented `here`_. + +.. note:: + + The ``fastspec`` catalogs are gzipped because they contain the fitting + results as well as the best-fitting model spectra; see the :ref:`fastspec + data model` pages for a full description of the contents + of these files. + +.. _`iron merged catalogs`: + +Merged Catalogs +~~~~~~~~~~~~~~~ + +Most users will be interested in the merged ``FastSpecFit`` catalogs, which we +summarize in the tables below, separately for the Iron and Guadalupe +productions. Note that the last row of each table is a super-merge of all the +preceding catalogs (i.e., a merge over all possible surveys and programs) listed +in the table. + +Iron +"""" + +.. rst-class:: columns + +================================= ========= ================= +fastspec-iron-cmx-other.fits 11.5 MB 2,761 +fastspec-iron-main-backup.fits 61.3 MB 15,163 +fastspec-iron-main-bright.fits 25.5 GB 6,445,915 +fastspec-iron-main-dark.fits 39.9 GB 10,074,406 +fastspec-iron-special-backup.fits 2.38 MB 552 +fastspec-iron-special-bright.fits 175 MB 43,261 +fastspec-iron-special-dark.fits 60.5 MB 14,953 +fastspec-iron-special-other.fits 172 MB 42,064 +fastspec-iron-sv1-backup.fits 14 MB 3,331 +fastspec-iron-sv1-bright.fits 524 MB 126,649 +fastspec-iron-sv1-dark.fits 965 MB 233,158 +fastspec-iron-sv1-other.fits 141 MB 34,112 +fastspec-iron-sv2-backup.fits 593 KB 105 +fastspec-iron-sv2-bright.fits 193 MB 46,486 +fastspec-iron-sv2-dark.fits 218 MB 52,682 +fastspec-iron-sv3-backup.fits 6.45 MB 1,524 +fastspec-iron-sv3-bright.fits 1.08 GB 265,291 +fastspec-iron-sv3-dark.fits 2.4 GB 592,165 +fastspec-iron.fits 73.4 GB 17,994,578 +================================= ========= ================= + +Guadalupe +""""""""" + +.. rst-class:: columns + +====================================== ========= ================= +File Name File Size Number of Targets +====================================== ========= ================= +fastspec-guadalupe-special-dark.fits 15.7 MB 3,847 +fastspec-guadalupe-special-bright.fits 38.9 MB 9,598 +fastspec-guadalupe-main-bright.fits 4.31 GB 1,092,038 +fastspec-guadalupe-main-dark.fits 4.46 GB 1,131,601 +fastspec-guadalupe.fits 8.83 GB 2,237,084 +====================================== ========= ================= + +.. note:: + + In order to keep the size of the files reasonable, the `fastspec` files do + not contain the ``MODELS`` FITS extension (see the :ref:`fastspec data + model` page for a description of this FITS extension). + +Sample Selection +---------------- + +The sample selection---in other words, the criteria used the choose which DESI +targets to fit---were chosen to be very inclusive so that modeling results would +be available for as many objects as possible. In brief, we fit *all* +extragalactic (redshift greater than 0.001) non-sky (i.e., object) targets in +both Iron and Guadalupe, with no cuts on targeting bits, redshift or +fiber-assignment warning bits, or other quality cuts. + +Specifically, let ``redrockfile`` be the full pathname to a given `redrock +catalog`_. The following bit of Python code illustrates which targets we fit: + +.. code-block:: python + + import fitsio + import numpy as np + from fastspecfit.io import ZWarningMask + + zb = fitsio.read(redrockfile, 'REDSHIFTS') + fm = fitsio.read(redrockfile, 'FIBERMAP') + + I = np.where((zb['Z'] > 0.001) * (fm['OBJTYPE'] == 'TGT') * + (zb['ZWARN'] & ZWarningMask.NODATA == 0))[0] + +where the ``ZWarningMask.NODATA`` bit indicates a spectrum which contains no +data (all inverse variance pixel values in the extracted spectrum are zero). + +Updated QSO Redshifts +~~~~~~~~~~~~~~~~~~~~~ + +For a small but important fraction of quasar (QSO) targets, the redshift +determined by Redrock is incorrect. To mitigate this issue, the DESI team has +developed an approach to rectify the redshift nominally measured by Redrock +using the machine-learning algorithm ``QuasarNet``. In the Iron and Guadalupe +``FastSpecFit`` VACs we adopt the same algorithm. + +Specifically, let ``redrockfile`` and ``qnfile`` be the full pathname to a given +`redrock catalog`_ and `QuasarNet catalog`_, respectively. We update the Redrock +redshift ``Z`` (and store the original Redrock redshift in ``Z_RR``; see the +:ref:`fastspec data model`) for all QSO targets using the +following bit of code: + +.. code-block:: python + + import fitsio + import numpy as np + from astropy.table import Table + + zb = Table(fitsio.read(redrockfile, 'REDSHIFTS')) + qn = Table(fitsio.read(qnfile, 'QN_RR')) + + QNLINES = ['C_LYA', 'C_CIV', 'C_CIII', 'C_MgII', 'C_Hbeta', 'C_Halpha'] + + qn['IS_QSO_QN'] = np.max(np.array([qn[name] for name in linecols]), axis=0) > 0.95 + qn['IS_QSO_QN_NEW_RR'] &= qn['IS_QSO_QN'] + if np.count_nonzero(qn['IS_QSO_QN_NEW_RR']) > 0: + zb['Z'][qn['IS_QSO_QN_NEW_RR']] = qn['Z_NEW'][qn['IS_QSO_QN_NEW_RR']] + +For reference, the table below summarizes the number of objects with updated +redshifts in each of the Iron and Guadalupe :ref:`iron merged catalogs`: + +.. rst-class:: columns + +=============================== ================= =============================== +Catalog Number of Targets Number with Corrected Redshifts +=============================== ================= =============================== +fastspec-iron-cmx-other.fits 2,771 63 +fastspec-iron-special-dark.fits 35,647 389 +fastspec-iron-sv1-backup.fits 3,683 119 +fastspec-iron-sv1-bright.fits 126,677 402 +fastspec-iron-sv1-dark.fits 235,881 4,656 +fastspec-iron-sv1-other.fits 34,150 372 +fastspec-iron-sv2-backup.fits 107 0 +fastspec-iron-sv2-bright.fits 46,510 151 +fastspec-iron-sv2-dark.fits 52,771 1,185 +fastspec-iron-sv3-backup.fits 1,564 32 +fastspec-iron-sv3-bright.fits 265,324 649 +fastspec-iron-sv3-dark.fits 592,394 5,973 +fastspec-iron.fits 1,397,479 13,991 +=============================== ================= =============================== + +.. rst-class:: columns + +====================================== ================= =============================== +Catalog Number of Targets Number with Corrected Redshifts +====================================== ================= =============================== +fastspec-guadalupe-main-bright.fits 1,092,038 153 +fastspec-guadalupe-main-dark.fits 1,131,601 26,741 +fastspec-guadalupe-special-bright.fits 9,598 13 +fastspec-guadalupe-special-dark.fits 3,847 121 +fastspec-guadalupe.fits 2,237,084 28,955 +====================================== ================= =============================== + +Known Issues +------------ + +This section documents any issues or problems which were identified with these +VACs after their final release. To date, no major issues have been identified! +To report projects or to request new features please `open a ticket`_. + +Acknowledgements +---------------- + +For questions (or problems) regarding these catalogs or their construction, +please `open a ticket`_ and/or contact `John Moustakas`_. + +JM gratefully acknowledges funding support for this work from the +U.S. Department of Energy, Office of Science, Office of High Energy Physics +under Award Number DE-SC0020086. We also gratefully acknowledge important +contributions to the VACs presented herein from the following individuals: + +* Arjun Dey (NSF's NOIRLab) +* Stephen Bailey (Lawrence Berkeley National Lab) +* Rebecca Canning (University of Portsmouth) +* Victoria Fawcett (Durham University) +* Stephanie Juneau (NSF's NOIRLab) +* Ashod Khederlarian (University of Pittsburgh) +* Dustin Lang (Perimeter Institute of Theoretical Physics) +* Adam Myers (University of Wyoming) +* Jeffrey Newman (University of Pittsburgh) +* Ragadeepika Pucha (University of Arizona) +* Anand Raichoor (Lawrence Berkeley National Lab) +* Khaled Said (Australian National University) +* David Setton (University of Pittsburgh) +* Benjamin Weaver (NSF's NOIRLab) + +DESI research is supported by the Director, Office of Science, Office of High +Energy Physics of the U.S. Department of Energy under Contract +No. DE–AC02–05CH11231, and by the National Energy Research Scientific Computing +Center, a DOE Office of Science User Facility under the same contract; +additional support for DESI is provided by the U.S. National Science Foundation, +Division of Astronomical Sciences under Contract No. AST-0950945 to the NSF’s +National Optical-Infrared Astronomy Research Laboratory; the Science and +Technologies Facilities Council of the United Kingdom; the Gordon and Betty +Moore Foundation; the Heising-Simons Foundation; the French Alternative Energies +and Atomic Energy Commission (CEA); the National Council of Science and +Technology of Mexico (CONACYT); the Ministry of Science and Innovation of Spain +(MICINN), and by the `DESI Member Institutions`_. + +.. _`DESI Data Release 1 (DESI/DR1)`: https://data.desi.lbl.gov/public/dr1 +.. _`DESI/DR1`: https://data.desi.lbl.gov/public/dr1 +.. _`NERSC`: https://nersc.gov +.. _`here`: https://data.desi.lbl.gov/doc/organization/ +.. _`redrock catalog`: https://desidatamodel.readthedocs.io/en/latest/DESI_SPECTRO_REDUX/SPECPROD/healpix/SURVEY/PROGRAM/PIXGROUP/PIXNUM/redrock-SURVEY-PROGRAM-PIXNUM.html +.. _`quasarnet catalog`: https://desidatamodel.readthedocs.io/en/latest/DESI_SPECTRO_REDUX/SPECPROD/healpix/SURVEY/PROGRAM/PIXGROUP/PIXNUM/qso_qn-SURVEY-PROGRAM-PIXNUM.html +.. _`open a ticket`: https://github.com/desihub/fastspecfit/issues +.. _`John Moustakas`: mailto:jmoustakas@siena.edu +.. _`DESI Member Institutions`: https://www.desi.lbl.gov/collaborating-institutions diff --git a/doc/index.rst b/doc/index.rst index 4a7a5037..1d0b9e94 100644 --- a/doc/index.rst +++ b/doc/index.rst @@ -28,14 +28,16 @@ Contents api.rst changes.rst -Value-Added Catalogs --------------------- +Data +---- .. toctree:: - :maxdepth: 1 + :maxdepth: 2 + vacs.rst fuji.rst iron.rst + guadalupe.rst Data Model ---------- diff --git a/doc/iron.rst b/doc/iron.rst index 4076c93f..5fc8e49e 100644 --- a/doc/iron.rst +++ b/doc/iron.rst @@ -1,7 +1,7 @@ .. _iron vac: -Iron and Guadalupe VACs -======================= +Iron (Data Release 1) +===================== .. contents:: Contents :depth: 4 @@ -79,27 +79,25 @@ Iron .. rst-class:: columns -================================= ========= ================= -File Name File Size Number of Targets ================================= ========= ================= fastspec-iron-cmx-other.fits 11.5 MB 2,761 -fastspec-iron-special-dark.fits 60.5 MB 14,953 +fastspec-iron-main-backup.fits 61.3 MB 15,163 +fastspec-iron-main-bright.fits 25.5 GB 6,445,915 +fastspec-iron-main-dark.fits 39.9 GB 10,074,406 +fastspec-iron-special-backup.fits 2.38 MB 552 fastspec-iron-special-bright.fits 175 MB 43,261 +fastspec-iron-special-dark.fits 60.5 MB 14,953 fastspec-iron-special-other.fits 172 MB 42,064 -fastspec-iron-special-backup.fits 2.38 MB 552 -fastspec-iron-sv1-dark.fits 965 MB 233,158 +fastspec-iron-sv1-backup.fits 14 MB 3,331 fastspec-iron-sv1-bright.fits 524 MB 126,649 +fastspec-iron-sv1-dark.fits 965 MB 233,158 fastspec-iron-sv1-other.fits 141 MB 34,112 -fastspec-iron-sv1-backup.fits 14 MB 3,331 -fastspec-iron-sv2-dark.fits 218 MB 52,682 -fastspec-iron-sv2-bright.fits 193 MB 46,486 fastspec-iron-sv2-backup.fits 593 KB 105 -fastspec-iron-sv3-dark.fits 2.4 GB 592,165 -fastspec-iron-sv3-bright.fits 1.08 GB 265,291 +fastspec-iron-sv2-bright.fits 193 MB 46,486 +fastspec-iron-sv2-dark.fits 218 MB 52,682 fastspec-iron-sv3-backup.fits 6.45 MB 1,524 -fastspec-iron-main-dark.fits 39.9 GB 10,074,406 -fastspec-iron-main-bright.fits 25.5 GB 6,445,915 -fastspec-iron-main-backup.fits 61.3 MB 15,163 +fastspec-iron-sv3-bright.fits 1.08 GB 265,291 +fastspec-iron-sv3-dark.fits 2.4 GB 592,165 fastspec-iron.fits 73.4 GB 17,994,578 ================================= ========= ================= @@ -111,11 +109,11 @@ Guadalupe ====================================== ========= ================= File Name File Size Number of Targets ====================================== ========= ================= -fastspec-guadalupe-special-dark.fits 15.7 MB 3,847 -fastspec-guadalupe-special-bright.fits 38.9 MB 9,598 -fastspec-guadalupe-main-dark.fits 4.46 GB 1,131,601 -fastspec-guadalupe-main-bright.fits 4.31 GB 1,092,038 -fastspec-guadalupe.fits 8.83 GB 2,237,084 +fastspec-guadalupe-special-dark.fits 15.7 MB 3,847 +fastspec-guadalupe-special-bright.fits 38.9 MB 9,598 +fastspec-guadalupe-main-bright.fits 4.31 GB 1,092,038 +fastspec-guadalupe-main-dark.fits 4.46 GB 1,131,601 +fastspec-guadalupe.fits 8.83 GB 2,237,084 ====================================== ========= ================= .. note:: diff --git a/doc/running.rst b/doc/running.rst index 0c20d606..5c15952c 100644 --- a/doc/running.rst +++ b/doc/running.rst @@ -172,7 +172,7 @@ results: wavelength range. The thin, light gray curve around zero flux shows the *smooth continuum* correction which is added to the thick, dark gray best-fitting stellar population synthesis model (see the :ref:`algorithms - ` documentation for details). + ` documentation for details). * *Top-middle panel*: Observed and modeled broadband spectral energy distribution between :math:`0.1-35~\mu m` in the observed frame. The orange diff --git a/doc/vacs.rst b/doc/vacs.rst new file mode 100644 index 00000000..42bc830d --- /dev/null +++ b/doc/vacs.rst @@ -0,0 +1,219 @@ +.. _vacs: + +Value Added Catalogs +==================== + +.. contents:: Contents + :depth: 3 + +Overview +-------- + +The following pages describe the content and construction of the ``FastSpecFit`` +value-added catalogs (VACs) for the following DESI Data Releases and Data +Assemblies: + +* :ref:`Fuji (Early Data Release)` +* :ref:`Iron (Data Release 1)` +* :ref:`Guadalupe (Data Release 1 Supplement)` + +.. note:: + + For DESI, a *data release* is publicly released whereas a *data assembly* is + only available internally to collaboration members (and may eventually be + released publicly). + +.. _`data organization`: + +Data Organization +----------------- + +Within the data release directory of each VAC, there are two key subdirectories, +``healpix`` and ``catalogs``, which we now describe in more detail. + +.. _`healpix catalogs`: + +Healpix Catalogs +~~~~~~~~~~~~~~~~ + +We run ``FastSpecFit`` on the healpix-coadded DESI spectra, and organize the +files identically to how the spectra, redshift catalogs, and other data products +are organized in the DESI data releases and assemblies (as documented +`here`_). In other words, relative to the VAC data release directory ``VACDIR``, +the individual ``fastspec`` files (see :ref:`algorithms`) can be found at the +following location:: + + $VACDIR/healpix/SURVEY/PROGRAM/HPIXGROUP/HEALPIX/fastspec-SURVEY-PROGRAM-HEALPIX.fits.gz + +where ``SURVEY``, ``PROGRAM``, ``HPIXGROUP``, and ``HEALPIX`` are fully +documented `here`_. + +.. note:: + + The ``fastspec`` catalogs are gzipped because they contain the fitting + results as well as the best-fitting model spectra; see the :ref:`fastspec + data model` pages for a full description of the contents + of these files. + +.. _`merged catalogs`: + +Merged Catalogs +~~~~~~~~~~~~~~~ + +Most users will be interested in the merged ``FastSpecFit`` catalogs, which +combine all the individual `healpix` catalogs for a given ``SURVEY`` and +``PROGRAM`` into a single file. Relative to the top-level data release directory +``VACDIR``, the merged catalog filenames have the following syntax:: + + $VACDIR/catalogs/fastspec-SURVEY-PROGRAM.fits + +.. note:: + + In order to keep the size of the files reasonable, these files do not contain + the ``MODELS`` FITS extension (see the :ref:`fastspec data model` page for a description of this FITS extension). + + In addition, for the :ref:`Fuji` and :ref:`Guadalupe` VACs we also provide a super-merged catalog which combines the fitting + results from all the individuals surveys and programs into a single file.) + +.. _`sample selection`: + +Sample Selection +---------------- + +The sample selection criteria were chosen to be very inclusive so that modeling +results would be available for as many objects as possible. + +In brief, we fit all extragalactic (redshift greater than :math:`10^{-3}`), +non-sky targets with no cuts on targeting bits, redshift or fiber-assignment +warning bits other than a simple cut which throws out spectra with no data. + +Specifically, let ``redrockfile`` be the full pathname to a given `Redrock +catalog`_. The following bit of Python code illustrates which targets we fit: + +.. code-block:: python + + import fitsio + import numpy as np + from fastspecfit.io import ZWarningMask + + zb = fitsio.read(redrockfile, 'REDSHIFTS') + fm = fitsio.read(redrockfile, 'FIBERMAP') + + I = np.where((zb['Z'] > 0.001) * (fm['OBJTYPE'] == 'TGT') * + (zb['ZWARN'] & ZWarningMask.NODATA == 0))[0] + +Here, the ``ZWarningMask.NODATA`` bit indicates a spectrum which contains no +data (all inverse variance pixel values in the extracted spectrum are zero). + +Updated QSO Redshifts +--------------------- + +For a small but important fraction of quasar (QSO) targets, the redshift +determined by Redrock is incorrect. To mitigate this issue, the DESI team has +developed an approach to rectify the redshift nominally measured by Redrock +using the machine-learning algorithm ``QuasarNet``. + +Let ``redrockfile`` and ``qnfile`` be the full pathname to a given `Redrock +catalog`_ and `QuasarNet catalog`_, respectively. We update the Redrock redshift +``Z`` (and store the original Redrock redshift in ``Z_RR``; see the +:ref:`fastspec data model`) for all QSO targets using the +following bit of code: + +.. code-block:: python + + import fitsio + import numpy as np + from astropy.table import Table + from desitarget.targets import main_cmx_or_sv + + QNLINES = ['C_LYA', 'C_CIV', 'C_CIII', 'C_MgII', 'C_Hbeta', 'C_Halpha'] + QNCOLS = ['TARGETID', 'Z_NEW', 'IS_QSO_QN_NEW_RR', 'C_LYA', 'C_CIV', + 'C_CIII', 'C_MgII', 'C_Hbeta', 'C_Halpha'] + + zb = Table(fitsio.read(redrockfile, 'REDSHIFTS')) + + # find QSO targets + surv_target, surv_mask, surv = main_cmx_or_sv(meta) + if surv == 'cmx': + desi_target = surv_target[0] + desi_mask = surv_mask[0] + # need to check multiple QSO masks + IQSO = [] + for bitname in desi_mask.names(): + if 'QSO' in bitname: + IQSO.append(np.where(meta[desi_target] & desi_mask[bitname] != 0)[0]) + if len(IQSO) > 0: + IQSO = np.sort(np.unique(np.hstack(IQSO))) + else: + desi_target, bgs_target, mws_target = surv_target + desi_mask, bgs_mask, mws_mask = surv_mask + IQSO = np.where(meta[desi_target] & desi_mask['QSO'] != 0)[0] + + if len(IQSO) > 0: + qn = Table(fitsio.read(qnfile, 'QN_RR', columns=QNCOLS)) + assert(np.all(qn['TARGETID'] == zb['TARGETID'][IQSO])) + print('Updating QSO redshifts using a QN threshold of 0.95.') + qn['IS_QSO_QN'] = np.max(np.array([qn[name] for name in QNLINES]), axis=0) > 0.95 + qn['IS_QSO_QN_NEW_RR'] &= qn['IS_QSO_QN'] + if np.count_nonzero(qn['IS_QSO_QN_NEW_RR']) > 0: + zb['Z'][IQSO[qn['IS_QSO_QN_NEW_RR']]] = qn['Z_NEW'][qn['IS_QSO_QN_NEW_RR']] + +Acknowledgments +---------------- + +For questions (or problems) regarding these catalogs or their construction, +please `open a ticket`_ and/or contact `John Moustakas`_ (JM). + +JM gratefully acknowledges funding support for this work from the +U.S. Department of Energy, Office of Science, Office of High Energy Physics +under Award Number DE-SC0020086. We also gratefully acknowledge important +contributions to the VACs presented herein from the following individuals: + +* Arjun Dey (NSF's NOIRLab) +* Stephen Bailey (Lawrence Berkeley National Lab) +* Rebecca Canning (University of Portsmouth) +* Victoria Fawcett (Durham University) +* Stephanie Juneau (NSF's NOIRLab) +* Ashod Khederlarian (University of Pittsburgh) +* Dustin Lang (Perimeter Institute of Theoretical Physics) +* Adam Myers (University of Wyoming) +* Jeffrey Newman (University of Pittsburgh) +* Ragadeepika Pucha (University of Arizona) +* Anand Raichoor (Lawrence Berkeley National Lab) +* Khaled Said (Australian National University) +* David Setton (University of Pittsburgh) +* Benjamin Weaver (NSF's NOIRLab) + +Any use of the data products described in this document must include the text of +the following `acknowledgment`_ verbatim: + +.. note:: + + This research used data obtained with the Dark Energy Spectroscopic + Instrument (DESI). DESI construction and operations was managed by the + Lawrence Berkeley National Laboratory. Funding for DESI was provided by the + Director, Office of Science, Office of High Energy Physics of the + U.S. Department of Energy under Contract No. DE–AC02–05CH11231, and by the + National Energy Research Scientific Computing Center, a DOE Office of + Science User Facility under the same contract; additional support for DESI + is provided by the U.S. National Science Foundation, Division of + Astronomical Sciences under Contract No. AST-0950945 to the NSF’s National + Optical-Infrared Astronomy Research Laboratory; the Science and Technologies + Facilities Council of the United Kingdom; the Gordon and Betty Moore + Foundation; the Heising-Simons Foundation; the French Alternative Energies + and Atomic Energy Commission (CEA); the National Council of Science and + Technology of Mexico (CONACYT); the Ministry of Science and Innovation of + Spain (MICINN), and by the DESI Member Institutions: + www.desi.lbl.gov/collaborating-institutions. The DESI collaboration is + honored to be permitted to conduct scientific research on Iolkam Du’ag (Kitt + Peak), a mountain with particular significance to the Tohono O’odham Nation. + +.. _`Redrock catalog`: https://desidatamodel.readthedocs.io/en/latest/DESI_SPECTRO_REDUX/SPECPROD/healpix/SURVEY/PROGRAM/PIXGROUP/PIXNUM/redrock-SURVEY-PROGRAM-PIXNUM.html +.. _`quasarnet catalog`: https://desidatamodel.readthedocs.io/en/latest/DESI_SPECTRO_REDUX/SPECPROD/healpix/SURVEY/PROGRAM/PIXGROUP/PIXNUM/qso_qn-SURVEY-PROGRAM-PIXNUM.html +.. _`open a ticket`: https://github.com/desihub/fastspecfit/issues +.. _`John Moustakas`: mailto:jmoustakas@siena.edu +.. _`acknowledgment`: https://data.desi.lbl.gov/public/doc/acknowledgements/ +.. _`here`: https://data.desi.lbl.gov/doc/organization/ + From 3710ff07cc1638d1955d7f4e07f98dee4d5c103d Mon Sep 17 00:00:00 2001 From: John Moustakas Date: Sat, 1 Apr 2023 14:33:30 -0400 Subject: [PATCH 16/18] split vac description from high-level summary pages --- doc/fuji.rst | 106 +++++++------------ doc/guadalupe.rst | 254 +++++++--------------------------------------- doc/index.rst | 6 +- doc/iron.rst | 235 +++++++----------------------------------- doc/vacs.rst | 28 ++--- 5 files changed, 121 insertions(+), 508 deletions(-) diff --git a/doc/fuji.rst b/doc/fuji.rst index 6c2c13c0..ebe96729 100644 --- a/doc/fuji.rst +++ b/doc/fuji.rst @@ -1,83 +1,55 @@ .. _fuji vac: -Fuji (Early Data Release) -========================= +Fuji VAC (EDR) +============== .. contents:: Contents - :depth: 4 + :depth: 3 Overview -------- -This page describes the `Fuji` value-added catalogs, which will be publicly +This page describes the ``Fuji`` value-added catalog, which will be publicly released as part of the `DESI Early Data Release (DESI/EDR)`_ in late-spring 2023. -.. note:: - - We only document the **v2.0** version of this VAC; the **v1.0** version is - deprecated and has not been publicly released. - -Data Access ------------ - -The Fuji VACs can be accessed at the following url: - -========================== =================================================================== -Value-Added Catalog URL -========================== =================================================================== -Fuji (EDR) https://data.desi.lbl.gov/public/edr/vac/fastspecfit/fuji/v2.0 -========================== =================================================================== - -.. highlight:: none +Please refer to the :ref:`acknowledgments` section for the conditions for using +this VAC. .. note:: - DESI Collaborators may access the catalogs directly at `NERSC`_ at the - following directory:: - - /global/cfs/cdirs/desi/public/edr/vac/fastspecfit/fuji/v2.0 - -.. highlight:: default - + We only document the *v2.0* version of this VAC; the *v1.0* version is + publicly accessible but has been deprecated and is not documented further. +Data Content & Access +--------------------- -Within the data release directory, there are two key subdirectories, `healpix` -and `catalogs`, which we now describe in more detail. +Data from the ``Fuji`` VAC can be accessed at any of the following links: -Healpix Catalogs -~~~~~~~~~~~~~~~~ +============================ =================================================================== +Data url https://data.desi.lbl.gov/public/edr/vac/fastspecfit/fuji/v2.0 +Interactive web-app https://fastspecfit.desi.lbl.gov +`NERSC`_ (for collaborators) ``/global/cfs/cdirs/desi/public/edr/vac/fastspecfit/fuji/v2.0`` +============================ =================================================================== -We run ``FastSpecFit`` on the healpix-coadded DESI spectra, and organize the -files identically to how the spectra, redshift catalogs, and other data products -are organized in the DESI data releases (as documented `here`_). In other words, -for a given spectroscopic production ``SPECPROD=fuji``), the individual -``fastspec`` files (see :ref:`algorithms`) can be found at the following -location:: +For more information regarding the content and organization of the VAC, please +click on the following links: - VACDIR=/global/cfs/cdirs/desi/public/edr/vac/fastspecfit/fuji/v2.0 - $VACDIR/healpix/SURVEY/PROGRAM/HPIXGROUP/HEALPIX/fastspec-SURVEY-PROGRAM-HEALPIX.fits.gz +* :ref:`Healpix Catalogs` +* :ref:`Merged Catalogs` +* :ref:`Sample Selection` +* :ref:`Updated QSO Redshifts` -where ``SURVEY``, ``PROGRAM``, ``HPIXGROUP``, and ``HEALPIX`` are fully -documented `here`_. +Summary Statistics +------------------ + +The following table summarizes the size and number of targets in each merged +catalog. .. note:: - The ``fastspec`` catalogs are gzipped because they contain the fitting - results as well as the best-fitting model spectra; see the :ref:`fastspec - data model` pages for a full description of the contents - of these files. - -Merged Catalogs -~~~~~~~~~~~~~~~ - -Most users will be interested in the merged ``FastSpecFit`` catalogs, which we -summarize in the tables below. Note that the last row of each table is a -super-merge of all the preceding catalogs (i.e., a merge over all possible -surveys and programs) listed in the table. - -Fuji -"""" + The last catalog listed in the table is a super-merge of all the preceding + catalogs, i.e., a merge over all surveys and programs. .. rst-class:: columns @@ -99,14 +71,8 @@ fastspec-fuji-sv3-dark.fits 2.41 GB 592,394 fastspec-fuji.fits 5.7 GB 1,397,479 =============================== ========= ================= -.. note:: - - In order to keep the size of the files reasonable, the `fastspec` files do - not contain the ``MODELS`` FITS extension (see the :ref:`fastspec data - model` page for a description of this FITS extension). - -Updated QSO Redshifts ---------------------- +The following table summarizes the number of QSO targets whose redshift has been +updated using the procedure documented :ref:`here`. .. rst-class:: columns @@ -131,15 +97,11 @@ fastspec-fuji.fits 1,397,479 9,004 Known Issues ------------ -This section documents any issues or problems which were identified with these -VACs after their final release. To date, no major issues have been identified! +This section documents any issues or problems which were identified with the VAC +after its final release. To date, no major issues have been identified! + To report projects or to request new features please `open a ticket`_. .. _`DESI Early Data Release (DESI/EDR)`: https://data.desi.lbl.gov/public/edr -.. _`DESI/EDR`: https://data.desi.lbl.gov/public/edr .. _`NERSC`: https://nersc.gov -.. _`here`: https://data.desi.lbl.gov/doc/organization/ -.. _`Redrock catalog`: https://desidatamodel.readthedocs.io/en/latest/DESI_SPECTRO_REDUX/SPECPROD/healpix/SURVEY/PROGRAM/PIXGROUP/PIXNUM/redrock-SURVEY-PROGRAM-PIXNUM.html -.. _`quasarnet catalog`: https://desidatamodel.readthedocs.io/en/latest/DESI_SPECTRO_REDUX/SPECPROD/healpix/SURVEY/PROGRAM/PIXGROUP/PIXNUM/qso_qn-SURVEY-PROGRAM-PIXNUM.html .. _`open a ticket`: https://github.com/desihub/fastspecfit/issues -.. _`DESI Member Institutions`: https://www.desi.lbl.gov/collaborating-institutions diff --git a/doc/guadalupe.rst b/doc/guadalupe.rst index 85835fff..37a172d4 100644 --- a/doc/guadalupe.rst +++ b/doc/guadalupe.rst @@ -1,108 +1,54 @@ .. _guadalupe vac: -Guadalupe (Data Release 1 Supplement) -===================================== +Guadalupe VAC (DR1 Supplement) +============================== .. contents:: Contents - :depth: 4 + :depth: 3 Overview -------- -This page describes the content and construction of the ``FastSpecFit`` -value-added catalogs (VACs) which were generated from the DESI **Iron** and -**Guadalupe** spectroscopic productions. Both VACs will be publicly released as -part of the `DESI Data Release 1 (DESI/DR1)`_ sometime in 2024 (exact date TBD). +This page describes the ``Guadalupe`` value-added catalog, which will be +publicly released as part of the `DESI Data Release 1 (DESI/DR1)`_ sometime in +2024 (exact date TBD). -Data Access and Organization ----------------------------- - -The Iron and Guadalupe VACs can be accessed at the following urls: - -========================== =================================================================== -Value-Added Catalog URL -========================== =================================================================== -Iron (DR1) https://data.desi.lbl.gov/public/edr/vac/fastspecfit/iron/v1.0 -Guadalupe (DR1 Supplement) https://data.desi.lbl.gov/public/dr1/vac/fastspecfit/guadalupe/v2.0 -========================== =================================================================== - -.. highlight:: none +Please refer to the :ref:`acknowledgments` section for the conditions for using +this VAC. .. note:: - DESI Collaborators may access the catalogs directly at `NERSC`_ at the - following directories:: - - /global/cfs/cdirs/desi/public/dr1/vac/fastspecfit/iron/v1.0 - /global/cfs/cdirs/desi/public/dr1/vac/fastspecfit/guadalupe/v2.0 + We only document the *v2.0* version of this VAC; the *v1.0* version is + publicly accessible but has been deprecated and is not documented further. -.. highlight:: default +Data Content & Access +--------------------- -Within each data release directory, there are two key subdirectories, `healpix` -and `catalogs`, which we now describe in more detail. +Data from the ``Guadalupe`` VAC can be accessed at any of the following links: -Healpix Catalogs -~~~~~~~~~~~~~~~~ +============================ =================================================================== +Data url https://data.desi.lbl.gov/public/dr1/vac/fastspecfit/guadalupe/v2.0 +`NERSC`_ (for collaborators) /global/cfs/cdirs/desi/public/dr1/vac/fastspecfit/guadalupe/v2.0 +============================ =================================================================== -We run ``FastSpecFit`` on the healpix-coadded DESI spectra, and organize the -files identically to how the spectra, redshift catalogs, and other data products -are organized in the DESI data releases (as documented `here`_). In other words, -for a given spectroscopic production ``SPECPROD={iron, guadalupe}``), the -individual ``fastspec`` files (see :ref:`algorithms`) can be -found at the following location:: +For more information regarding the content and organization of the VAC, please +click on the following links: - healpix/SURVEY/PROGRAM/HPIXGROUP/HEALPIX/fastspec-SURVEY-PROGRAM-HEALPIX.fits.gz +* :ref:`Healpix Catalogs` +* :ref:`Merged Catalogs` +* :ref:`Sample Selection` +* :ref:`Updated QSO Redshifts` -where ``SURVEY``, ``PROGRAM``, ``HPIXGROUP``, and ``HEALPIX`` are fully -documented `here`_. +Summary Statistics +------------------ + +The following table summarizes the size and number of targets in each merged +catalog. .. note:: - The ``fastspec`` catalogs are gzipped because they contain the fitting - results as well as the best-fitting model spectra; see the :ref:`fastspec - data model` pages for a full description of the contents - of these files. - -.. _`iron merged catalogs`: - -Merged Catalogs -~~~~~~~~~~~~~~~ - -Most users will be interested in the merged ``FastSpecFit`` catalogs, which we -summarize in the tables below, separately for the Iron and Guadalupe -productions. Note that the last row of each table is a super-merge of all the -preceding catalogs (i.e., a merge over all possible surveys and programs) listed -in the table. - -Iron -"""" - -.. rst-class:: columns - -================================= ========= ================= -fastspec-iron-cmx-other.fits 11.5 MB 2,761 -fastspec-iron-main-backup.fits 61.3 MB 15,163 -fastspec-iron-main-bright.fits 25.5 GB 6,445,915 -fastspec-iron-main-dark.fits 39.9 GB 10,074,406 -fastspec-iron-special-backup.fits 2.38 MB 552 -fastspec-iron-special-bright.fits 175 MB 43,261 -fastspec-iron-special-dark.fits 60.5 MB 14,953 -fastspec-iron-special-other.fits 172 MB 42,064 -fastspec-iron-sv1-backup.fits 14 MB 3,331 -fastspec-iron-sv1-bright.fits 524 MB 126,649 -fastspec-iron-sv1-dark.fits 965 MB 233,158 -fastspec-iron-sv1-other.fits 141 MB 34,112 -fastspec-iron-sv2-backup.fits 593 KB 105 -fastspec-iron-sv2-bright.fits 193 MB 46,486 -fastspec-iron-sv2-dark.fits 218 MB 52,682 -fastspec-iron-sv3-backup.fits 6.45 MB 1,524 -fastspec-iron-sv3-bright.fits 1.08 GB 265,291 -fastspec-iron-sv3-dark.fits 2.4 GB 592,165 -fastspec-iron.fits 73.4 GB 17,994,578 -================================= ========= ================= - -Guadalupe -""""""""" + The last catalog listed in the table is a super-merge of all the preceding + catalogs, i.e., a merge over all surveys and programs. .. rst-class:: columns @@ -116,93 +62,8 @@ fastspec-guadalupe-main-dark.fits 4.46 GB 1,131,601 fastspec-guadalupe.fits 8.83 GB 2,237,084 ====================================== ========= ================= -.. note:: - - In order to keep the size of the files reasonable, the `fastspec` files do - not contain the ``MODELS`` FITS extension (see the :ref:`fastspec data - model` page for a description of this FITS extension). - -Sample Selection ----------------- - -The sample selection---in other words, the criteria used the choose which DESI -targets to fit---were chosen to be very inclusive so that modeling results would -be available for as many objects as possible. In brief, we fit *all* -extragalactic (redshift greater than 0.001) non-sky (i.e., object) targets in -both Iron and Guadalupe, with no cuts on targeting bits, redshift or -fiber-assignment warning bits, or other quality cuts. - -Specifically, let ``redrockfile`` be the full pathname to a given `redrock -catalog`_. The following bit of Python code illustrates which targets we fit: - -.. code-block:: python - - import fitsio - import numpy as np - from fastspecfit.io import ZWarningMask - - zb = fitsio.read(redrockfile, 'REDSHIFTS') - fm = fitsio.read(redrockfile, 'FIBERMAP') - - I = np.where((zb['Z'] > 0.001) * (fm['OBJTYPE'] == 'TGT') * - (zb['ZWARN'] & ZWarningMask.NODATA == 0))[0] - -where the ``ZWarningMask.NODATA`` bit indicates a spectrum which contains no -data (all inverse variance pixel values in the extracted spectrum are zero). - -Updated QSO Redshifts -~~~~~~~~~~~~~~~~~~~~~ - -For a small but important fraction of quasar (QSO) targets, the redshift -determined by Redrock is incorrect. To mitigate this issue, the DESI team has -developed an approach to rectify the redshift nominally measured by Redrock -using the machine-learning algorithm ``QuasarNet``. In the Iron and Guadalupe -``FastSpecFit`` VACs we adopt the same algorithm. - -Specifically, let ``redrockfile`` and ``qnfile`` be the full pathname to a given -`redrock catalog`_ and `QuasarNet catalog`_, respectively. We update the Redrock -redshift ``Z`` (and store the original Redrock redshift in ``Z_RR``; see the -:ref:`fastspec data model`) for all QSO targets using the -following bit of code: - -.. code-block:: python - - import fitsio - import numpy as np - from astropy.table import Table - - zb = Table(fitsio.read(redrockfile, 'REDSHIFTS')) - qn = Table(fitsio.read(qnfile, 'QN_RR')) - - QNLINES = ['C_LYA', 'C_CIV', 'C_CIII', 'C_MgII', 'C_Hbeta', 'C_Halpha'] - - qn['IS_QSO_QN'] = np.max(np.array([qn[name] for name in linecols]), axis=0) > 0.95 - qn['IS_QSO_QN_NEW_RR'] &= qn['IS_QSO_QN'] - if np.count_nonzero(qn['IS_QSO_QN_NEW_RR']) > 0: - zb['Z'][qn['IS_QSO_QN_NEW_RR']] = qn['Z_NEW'][qn['IS_QSO_QN_NEW_RR']] - -For reference, the table below summarizes the number of objects with updated -redshifts in each of the Iron and Guadalupe :ref:`iron merged catalogs`: - -.. rst-class:: columns - -=============================== ================= =============================== -Catalog Number of Targets Number with Corrected Redshifts -=============================== ================= =============================== -fastspec-iron-cmx-other.fits 2,771 63 -fastspec-iron-special-dark.fits 35,647 389 -fastspec-iron-sv1-backup.fits 3,683 119 -fastspec-iron-sv1-bright.fits 126,677 402 -fastspec-iron-sv1-dark.fits 235,881 4,656 -fastspec-iron-sv1-other.fits 34,150 372 -fastspec-iron-sv2-backup.fits 107 0 -fastspec-iron-sv2-bright.fits 46,510 151 -fastspec-iron-sv2-dark.fits 52,771 1,185 -fastspec-iron-sv3-backup.fits 1,564 32 -fastspec-iron-sv3-bright.fits 265,324 649 -fastspec-iron-sv3-dark.fits 592,394 5,973 -fastspec-iron.fits 1,397,479 13,991 -=============================== ================= =============================== +The following table summarizes the number of QSO targets whose redshift has been +updated using the procedure documented :ref:`here`. .. rst-class:: columns @@ -219,55 +80,12 @@ fastspec-guadalupe.fits 2,237,084 28,955 Known Issues ------------ -This section documents any issues or problems which were identified with these -VACs after their final release. To date, no major issues have been identified! -To report projects or to request new features please `open a ticket`_. - -Acknowledgements ----------------- +This section documents any issues or problems which were identified with the VAC +after its final release. To date, no major issues have been identified! -For questions (or problems) regarding these catalogs or their construction, -please `open a ticket`_ and/or contact `John Moustakas`_. - -JM gratefully acknowledges funding support for this work from the -U.S. Department of Energy, Office of Science, Office of High Energy Physics -under Award Number DE-SC0020086. We also gratefully acknowledge important -contributions to the VACs presented herein from the following individuals: - -* Arjun Dey (NSF's NOIRLab) -* Stephen Bailey (Lawrence Berkeley National Lab) -* Rebecca Canning (University of Portsmouth) -* Victoria Fawcett (Durham University) -* Stephanie Juneau (NSF's NOIRLab) -* Ashod Khederlarian (University of Pittsburgh) -* Dustin Lang (Perimeter Institute of Theoretical Physics) -* Adam Myers (University of Wyoming) -* Jeffrey Newman (University of Pittsburgh) -* Ragadeepika Pucha (University of Arizona) -* Anand Raichoor (Lawrence Berkeley National Lab) -* Khaled Said (Australian National University) -* David Setton (University of Pittsburgh) -* Benjamin Weaver (NSF's NOIRLab) - -DESI research is supported by the Director, Office of Science, Office of High -Energy Physics of the U.S. Department of Energy under Contract -No. DE–AC02–05CH11231, and by the National Energy Research Scientific Computing -Center, a DOE Office of Science User Facility under the same contract; -additional support for DESI is provided by the U.S. National Science Foundation, -Division of Astronomical Sciences under Contract No. AST-0950945 to the NSF’s -National Optical-Infrared Astronomy Research Laboratory; the Science and -Technologies Facilities Council of the United Kingdom; the Gordon and Betty -Moore Foundation; the Heising-Simons Foundation; the French Alternative Energies -and Atomic Energy Commission (CEA); the National Council of Science and -Technology of Mexico (CONACYT); the Ministry of Science and Innovation of Spain -(MICINN), and by the `DESI Member Institutions`_. +To report projects or to request new features please `open a ticket`_. .. _`DESI Data Release 1 (DESI/DR1)`: https://data.desi.lbl.gov/public/dr1 -.. _`DESI/DR1`: https://data.desi.lbl.gov/public/dr1 .. _`NERSC`: https://nersc.gov -.. _`here`: https://data.desi.lbl.gov/doc/organization/ -.. _`redrock catalog`: https://desidatamodel.readthedocs.io/en/latest/DESI_SPECTRO_REDUX/SPECPROD/healpix/SURVEY/PROGRAM/PIXGROUP/PIXNUM/redrock-SURVEY-PROGRAM-PIXNUM.html -.. _`quasarnet catalog`: https://desidatamodel.readthedocs.io/en/latest/DESI_SPECTRO_REDUX/SPECPROD/healpix/SURVEY/PROGRAM/PIXGROUP/PIXNUM/qso_qn-SURVEY-PROGRAM-PIXNUM.html .. _`open a ticket`: https://github.com/desihub/fastspecfit/issues -.. _`John Moustakas`: mailto:jmoustakas@siena.edu -.. _`DESI Member Institutions`: https://www.desi.lbl.gov/collaborating-institutions + diff --git a/doc/index.rst b/doc/index.rst index 1d0b9e94..b39fd4d9 100644 --- a/doc/index.rst +++ b/doc/index.rst @@ -28,11 +28,11 @@ Contents api.rst changes.rst -Data ----- +Value Added Catalogs (VACs) +--------------------------- .. toctree:: - :maxdepth: 2 + :maxdepth: 1 vacs.rst fuji.rst diff --git a/doc/iron.rst b/doc/iron.rst index 5fc8e49e..6e658576 100644 --- a/doc/iron.rst +++ b/doc/iron.rst @@ -1,81 +1,49 @@ .. _iron vac: -Iron (Data Release 1) -===================== +Iron VAC (DR1) +============== .. contents:: Contents - :depth: 4 + :depth: 3 Overview -------- -This page describes the content and construction of the ``FastSpecFit`` -value-added catalogs (VACs) which were generated from the DESI **Iron** and -**Guadalupe** spectroscopic productions. Both VACs will be publicly released as -part of the `DESI Data Release 1 (DESI/DR1)`_ sometime in 2024 (exact date TBD). +This page describes the ``Iron`` value-added catalog, which will be publicly +released as part of the `DESI Data Release 1 (DESI/DR1)`_ sometime in 2024 +(exact date TBD). -Data Access and Organization ----------------------------- +Please refer to the :ref:`acknowledgments` section for the conditions for using +this VAC. -The Iron and Guadalupe VACs can be accessed at the following urls: +Data Content & Access +--------------------- -========================== =================================================================== -Value-Added Catalog URL -========================== =================================================================== -Iron (DR1) https://data.desi.lbl.gov/public/edr/vac/fastspecfit/iron/v1.0 -Guadalupe (DR1 Supplement) https://data.desi.lbl.gov/public/dr1/vac/fastspecfit/guadalupe/v2.0 -========================== =================================================================== +Data from the ``Iron`` VAC can be accessed at any of the following links: -.. highlight:: none +============================ =================================================================== +Data url https://data.desi.lbl.gov/public/edr/vac/fastspecfit/iron/v1.0 +`NERSC`_ (for collaborators) /global/cfs/cdirs/desi/public/dr1/vac/fastspecfit/iron/v1.0 +============================ =================================================================== -.. note:: - - DESI Collaborators may access the catalogs directly at `NERSC`_ at the - following directories:: - - /global/cfs/cdirs/desi/public/dr1/vac/fastspecfit/iron/v1.0 - /global/cfs/cdirs/desi/public/dr1/vac/fastspecfit/guadalupe/v2.0 - -.. highlight:: default - -Within each data release directory, there are two key subdirectories, `healpix` -and `catalogs`, which we now describe in more detail. - -Healpix Catalogs -~~~~~~~~~~~~~~~~ +For more information regarding the content and organization of the VAC, please +click on the following links: -We run ``FastSpecFit`` on the healpix-coadded DESI spectra, and organize the -files identically to how the spectra, redshift catalogs, and other data products -are organized in the DESI data releases (as documented `here`_). In other words, -for a given spectroscopic production ``SPECPROD={iron, guadalupe}``), the -individual ``fastspec`` files (see :ref:`algorithms`) can be -found at the following location:: +* :ref:`Healpix Catalogs` +* :ref:`Merged Catalogs` +* :ref:`Sample Selection` +* :ref:`Updated QSO Redshifts` - healpix/SURVEY/PROGRAM/HPIXGROUP/HEALPIX/fastspec-SURVEY-PROGRAM-HEALPIX.fits.gz - -where ``SURVEY``, ``PROGRAM``, ``HPIXGROUP``, and ``HEALPIX`` are fully -documented `here`_. +Summary Statistics +------------------ + +The following table summarizes the size and number of targets in each merged +catalog. .. note:: - The ``fastspec`` catalogs are gzipped because they contain the fitting - results as well as the best-fitting model spectra; see the :ref:`fastspec - data model` pages for a full description of the contents - of these files. - -.. _`iron merged catalogs`: - -Merged Catalogs -~~~~~~~~~~~~~~~ - -Most users will be interested in the merged ``FastSpecFit`` catalogs, which we -summarize in the tables below, separately for the Iron and Guadalupe -productions. Note that the last row of each table is a super-merge of all the -preceding catalogs (i.e., a merge over all possible surveys and programs) listed -in the table. - -Iron -"""" + The last catalog listed in the table is a super-merge of all the preceding + catalogs, i.e., a merge over all surveys and programs. .. rst-class:: columns @@ -101,88 +69,8 @@ fastspec-iron-sv3-dark.fits 2.4 GB 592,165 fastspec-iron.fits 73.4 GB 17,994,578 ================================= ========= ================= -Guadalupe -""""""""" - -.. rst-class:: columns - -====================================== ========= ================= -File Name File Size Number of Targets -====================================== ========= ================= -fastspec-guadalupe-special-dark.fits 15.7 MB 3,847 -fastspec-guadalupe-special-bright.fits 38.9 MB 9,598 -fastspec-guadalupe-main-bright.fits 4.31 GB 1,092,038 -fastspec-guadalupe-main-dark.fits 4.46 GB 1,131,601 -fastspec-guadalupe.fits 8.83 GB 2,237,084 -====================================== ========= ================= - -.. note:: - - In order to keep the size of the files reasonable, the `fastspec` files do - not contain the ``MODELS`` FITS extension (see the :ref:`fastspec data - model` page for a description of this FITS extension). - -Sample Selection ----------------- - -The sample selection---in other words, the criteria used the choose which DESI -targets to fit---were chosen to be very inclusive so that modeling results would -be available for as many objects as possible. In brief, we fit *all* -extragalactic (redshift greater than 0.001) non-sky (i.e., object) targets in -both Iron and Guadalupe, with no cuts on targeting bits, redshift or -fiber-assignment warning bits, or other quality cuts. - -Specifically, let ``redrockfile`` be the full pathname to a given `redrock -catalog`_. The following bit of Python code illustrates which targets we fit: - -.. code-block:: python - - import fitsio - import numpy as np - from fastspecfit.io import ZWarningMask - - zb = fitsio.read(redrockfile, 'REDSHIFTS') - fm = fitsio.read(redrockfile, 'FIBERMAP') - - I = np.where((zb['Z'] > 0.001) * (fm['OBJTYPE'] == 'TGT') * - (zb['ZWARN'] & ZWarningMask.NODATA == 0))[0] - -where the ``ZWarningMask.NODATA`` bit indicates a spectrum which contains no -data (all inverse variance pixel values in the extracted spectrum are zero). - -Updated QSO Redshifts -~~~~~~~~~~~~~~~~~~~~~ - -For a small but important fraction of quasar (QSO) targets, the redshift -determined by Redrock is incorrect. To mitigate this issue, the DESI team has -developed an approach to rectify the redshift nominally measured by Redrock -using the machine-learning algorithm ``QuasarNet``. In the Iron and Guadalupe -``FastSpecFit`` VACs we adopt the same algorithm. - -Specifically, let ``redrockfile`` and ``qnfile`` be the full pathname to a given -`redrock catalog`_ and `QuasarNet catalog`_, respectively. We update the Redrock -redshift ``Z`` (and store the original Redrock redshift in ``Z_RR``; see the -:ref:`fastspec data model`) for all QSO targets using the -following bit of code: - -.. code-block:: python - - import fitsio - import numpy as np - from astropy.table import Table - - zb = Table(fitsio.read(redrockfile, 'REDSHIFTS')) - qn = Table(fitsio.read(qnfile, 'QN_RR')) - - QNLINES = ['C_LYA', 'C_CIV', 'C_CIII', 'C_MgII', 'C_Hbeta', 'C_Halpha'] - - qn['IS_QSO_QN'] = np.max(np.array([qn[name] for name in linecols]), axis=0) > 0.95 - qn['IS_QSO_QN_NEW_RR'] &= qn['IS_QSO_QN'] - if np.count_nonzero(qn['IS_QSO_QN_NEW_RR']) > 0: - zb['Z'][qn['IS_QSO_QN_NEW_RR']] = qn['Z_NEW'][qn['IS_QSO_QN_NEW_RR']] - -For reference, the table below summarizes the number of objects with updated -redshifts in each of the Iron and Guadalupe :ref:`iron merged catalogs`: +The following table summarizes the number of QSO targets whose redshift has been +updated using the procedure documented :ref:`here`. .. rst-class:: columns @@ -204,70 +92,15 @@ fastspec-iron-sv3-dark.fits 592,394 5,973 fastspec-iron.fits 1,397,479 13,991 =============================== ================= =============================== -.. rst-class:: columns - -====================================== ================= =============================== -Catalog Number of Targets Number with Corrected Redshifts -====================================== ================= =============================== -fastspec-guadalupe-main-bright.fits 1,092,038 153 -fastspec-guadalupe-main-dark.fits 1,131,601 26,741 -fastspec-guadalupe-special-bright.fits 9,598 13 -fastspec-guadalupe-special-dark.fits 3,847 121 -fastspec-guadalupe.fits 2,237,084 28,955 -====================================== ================= =============================== - Known Issues ------------ -This section documents any issues or problems which were identified with these -VACs after their final release. To date, no major issues have been identified! -To report projects or to request new features please `open a ticket`_. - -Acknowledgements ----------------- +This section documents any issues or problems which were identified with the VAC +after its final release. To date, no major issues have been identified! -For questions (or problems) regarding these catalogs or their construction, -please `open a ticket`_ and/or contact `John Moustakas`_. - -JM gratefully acknowledges funding support for this work from the -U.S. Department of Energy, Office of Science, Office of High Energy Physics -under Award Number DE-SC0020086. We also gratefully acknowledge important -contributions to the VACs presented herein from the following individuals: - -* Arjun Dey (NSF's NOIRLab) -* Stephen Bailey (Lawrence Berkeley National Lab) -* Rebecca Canning (University of Portsmouth) -* Victoria Fawcett (Durham University) -* Stephanie Juneau (NSF's NOIRLab) -* Ashod Khederlarian (University of Pittsburgh) -* Dustin Lang (Perimeter Institute of Theoretical Physics) -* Adam Myers (University of Wyoming) -* Jeffrey Newman (University of Pittsburgh) -* Ragadeepika Pucha (University of Arizona) -* Anand Raichoor (Lawrence Berkeley National Lab) -* Khaled Said (Australian National University) -* David Setton (University of Pittsburgh) -* Benjamin Weaver (NSF's NOIRLab) - -DESI research is supported by the Director, Office of Science, Office of High -Energy Physics of the U.S. Department of Energy under Contract -No. DE–AC02–05CH11231, and by the National Energy Research Scientific Computing -Center, a DOE Office of Science User Facility under the same contract; -additional support for DESI is provided by the U.S. National Science Foundation, -Division of Astronomical Sciences under Contract No. AST-0950945 to the NSF’s -National Optical-Infrared Astronomy Research Laboratory; the Science and -Technologies Facilities Council of the United Kingdom; the Gordon and Betty -Moore Foundation; the Heising-Simons Foundation; the French Alternative Energies -and Atomic Energy Commission (CEA); the National Council of Science and -Technology of Mexico (CONACYT); the Ministry of Science and Innovation of Spain -(MICINN), and by the `DESI Member Institutions`_. +To report projects or to request new features please `open a ticket`_. .. _`DESI Data Release 1 (DESI/DR1)`: https://data.desi.lbl.gov/public/dr1 -.. _`DESI/DR1`: https://data.desi.lbl.gov/public/dr1 .. _`NERSC`: https://nersc.gov -.. _`here`: https://data.desi.lbl.gov/doc/organization/ -.. _`redrock catalog`: https://desidatamodel.readthedocs.io/en/latest/DESI_SPECTRO_REDUX/SPECPROD/healpix/SURVEY/PROGRAM/PIXGROUP/PIXNUM/redrock-SURVEY-PROGRAM-PIXNUM.html -.. _`quasarnet catalog`: https://desidatamodel.readthedocs.io/en/latest/DESI_SPECTRO_REDUX/SPECPROD/healpix/SURVEY/PROGRAM/PIXGROUP/PIXNUM/qso_qn-SURVEY-PROGRAM-PIXNUM.html .. _`open a ticket`: https://github.com/desihub/fastspecfit/issues -.. _`John Moustakas`: mailto:jmoustakas@siena.edu -.. _`DESI Member Institutions`: https://www.desi.lbl.gov/collaborating-institutions + diff --git a/doc/vacs.rst b/doc/vacs.rst index 42bc830d..a9c3a942 100644 --- a/doc/vacs.rst +++ b/doc/vacs.rst @@ -1,13 +1,13 @@ .. _vacs: -Value Added Catalogs -==================== +VAC Overview +============ .. contents:: Contents :depth: 3 -Overview --------- +Description +----------- The following pages describe the content and construction of the ``FastSpecFit`` value-added catalogs (VACs) for the following DESI Data Releases and Data @@ -19,9 +19,9 @@ Assemblies: .. note:: - For DESI, a *data release* is publicly released whereas a *data assembly* is - only available internally to collaboration members (and may eventually be - released publicly). + A DESI *data release* has been *publicly* released whereas a *data assembly* + is only available internally to collaboration members; not all data + assemblies become data releases. .. _`data organization`: @@ -73,10 +73,6 @@ combine all the individual `healpix` catalogs for a given ``SURVEY`` and the ``MODELS`` FITS extension (see the :ref:`fastspec data model` page for a description of this FITS extension). - In addition, for the :ref:`Fuji` and :ref:`Guadalupe` VACs we also provide a super-merged catalog which combines the fitting - results from all the individuals surveys and programs into a single file.) - .. _`sample selection`: Sample Selection @@ -107,6 +103,8 @@ catalog`_. The following bit of Python code illustrates which targets we fit: Here, the ``ZWarningMask.NODATA`` bit indicates a spectrum which contains no data (all inverse variance pixel values in the extracted spectrum are zero). +.. _`qso redshifts`: + Updated QSO Redshifts --------------------- @@ -160,11 +158,13 @@ following bit of code: if np.count_nonzero(qn['IS_QSO_QN_NEW_RR']) > 0: zb['Z'][IQSO[qn['IS_QSO_QN_NEW_RR']]] = qn['Z_NEW'][qn['IS_QSO_QN_NEW_RR']] +.. _`acknowledgments`: + Acknowledgments ---------------- For questions (or problems) regarding these catalogs or their construction, -please `open a ticket`_ and/or contact `John Moustakas`_ (JM). +please `open a ticket`_ and/or contact `John Moustakas (Siena College)`_ (JM). JM gratefully acknowledges funding support for this work from the U.S. Department of Energy, Office of Science, Office of High Energy Physics @@ -210,10 +210,10 @@ the following `acknowledgment`_ verbatim: honored to be permitted to conduct scientific research on Iolkam Du’ag (Kitt Peak), a mountain with particular significance to the Tohono O’odham Nation. +.. _`here`: https://data.desi.lbl.gov/doc/organization/ .. _`Redrock catalog`: https://desidatamodel.readthedocs.io/en/latest/DESI_SPECTRO_REDUX/SPECPROD/healpix/SURVEY/PROGRAM/PIXGROUP/PIXNUM/redrock-SURVEY-PROGRAM-PIXNUM.html .. _`quasarnet catalog`: https://desidatamodel.readthedocs.io/en/latest/DESI_SPECTRO_REDUX/SPECPROD/healpix/SURVEY/PROGRAM/PIXGROUP/PIXNUM/qso_qn-SURVEY-PROGRAM-PIXNUM.html .. _`open a ticket`: https://github.com/desihub/fastspecfit/issues -.. _`John Moustakas`: mailto:jmoustakas@siena.edu +.. _`John Moustakas (Siena College)`: mailto:jmoustakas@siena.edu .. _`acknowledgment`: https://data.desi.lbl.gov/public/doc/acknowledgements/ -.. _`here`: https://data.desi.lbl.gov/doc/organization/ From 1fb2184dd06ef34d86d1cbee30b1658994143631 Mon Sep 17 00:00:00 2001 From: John Moustakas Date: Sat, 1 Apr 2023 20:06:02 -0400 Subject: [PATCH 17/18] small tweaks --- doc/fastphot.rst | 2 +- doc/fastspec.rst | 5 ++--- 2 files changed, 3 insertions(+), 4 deletions(-) diff --git a/doc/fastphot.rst b/doc/fastphot.rst index e8b6747d..c8585a54 100644 --- a/doc/fastphot.rst +++ b/doc/fastphot.rst @@ -1,7 +1,7 @@ .. _fastphot datamodel: =================== -fastphot Data Model +Fastphot Data Model =================== :Summary: Broadband photometric fitting results. diff --git a/doc/fastspec.rst b/doc/fastspec.rst index 0ee1f05c..efd4cf5e 100644 --- a/doc/fastspec.rst +++ b/doc/fastspec.rst @@ -1,7 +1,7 @@ .. _fastspec datamodel: =================== -fastspec Data Model +Fastspec Data Model =================== :Summary: Spectroscopic fitting results. @@ -113,7 +113,6 @@ Name Type Units Descript DN4000_OBS float32 Narrow 4000-A break index measured from the observed spectroscopic data. DN4000_IVAR float32 Inverse variance of DN4000_OBS or DN4000. DN4000_MODEL float32 Narrow 4000-A break index measured from the best-fitting continuum model. - DN4000_MODEL float32 Narrow 4000-A break index (from Balogh et al. 1999) measured from the best-fitting continuum model. FLUX_SYNTH_G float32 nmgy g-band flux synthesized from the data. FLUX_SYNTH_R float32 nmgy r-band flux synthesized from the data. FLUX_SYNTH_Z float32 nmgy z-band flux synthesized from the data. @@ -912,7 +911,7 @@ Name Type Units Description TSNR2_ELG float32 Template signal-to-noise ratio squared for ELG targets. TSNR2_QSO float32 Template signal-to-noise ratio squared for QSO targets. TSNR2_LYA float32 Template signal-to-noise ratio squared for LYA targets. - PHOTSYS bytes1 Photometric system (*N* or *S*). + PHOTSYS str1 Photometric system (*N* or *S*). LS_ID int64 Unique Legacy Surveys identification number. FIBERFLUX_G float32 nmgy Fiber g-band flux corrected for Galactic extinction. FIBERFLUX_R float32 nmgy Fiber r-band flux corrected for Galactic extinction. From 606e182fa7df0b15b8c9d2aae98dbe9d9d2ebbfc Mon Sep 17 00:00:00 2001 From: John Moustakas Date: Sat, 1 Apr 2023 20:09:51 -0400 Subject: [PATCH 18/18] update change log [ci skip] --- doc/changes.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/changes.rst b/doc/changes.rst index a91f5038..2768ec83 100644 --- a/doc/changes.rst +++ b/doc/changes.rst @@ -8,10 +8,12 @@ Change Log * Web-app updates needed for Fuji/v2.0 database load [`PR #107`_]. * Get target cutouts using image coadds on-disk [`PR #108`_]. * Initial hooks to fit stacked spectra [`PR #113`_]. +* Updated documentation for v2.0 Fujilupe and v1.0 Iron VACs [`PR #114`_]. .. _`PR #107`: https://github.com/desihub/fastspecfit/pull/107 .. _`PR #108`: https://github.com/desihub/fastspecfit/pull/108 .. _`PR #113`: https://github.com/desihub/fastspecfit/pull/113 +.. _`PR #114`: https://github.com/desihub/fastspecfit/pull/114 2.1.1 (2023-02-22) ------------------