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109 changes: 103 additions & 6 deletions Sandbox/LSSpipe_Y1.txt
Original file line number Diff line number Diff line change
Expand Up @@ -23,6 +23,13 @@ python $LSSCODE/LSS/scripts/main/combdata_main.py --basedir /global/cfs/cdirs/de
#to combine the emission line files:
python $LSSCODE/LSS/scripts/main/combdata_main.py --basedir /global/cfs/cdirs/desi/survey/catalogs/ --verspec iron --prog dark --mkemlin y --dospec n --combpix n --survey Y1

#!!!pipelines that run everything for v1, except for the addition of bitweights, starting from here, are
scripts/LRG_LSScat_pipe.sh <version>
scripts/QSO_LSScat_pipe.sh <version>
scripts/ELG_LSScat_pipe.sh <version>
scripts/BGS_BRIGHT_LSScat_pipe.sh <version>
scripts/BGS_BRIGHT-21.5_LSScat_pipe.sh <version> #needs to be after BGS_BRIGHT


#the below script is run for this list of target types + notqso combinations in order to generate the "full" LSS catalogs, pre veto masks
#in this step, only unique targetid are kept, prioritizing those with an observation and then those with the greatest tsnr2
Expand Down Expand Up @@ -76,16 +83,15 @@ for tp,notqso in zip(tps,notqsos):
for tp,notqso in zip(tps,notqsos):
srun -N 1 -C cpu -t 04:00:00 -q interactive python scripts/main/mkCat_main_ran.py --basedir /global/cfs/cdirs/desi/survey/catalogs/ --verspec iron --type tp --combwspec n --fullr y --survey Y1

#this adds vetos to both data and randoms (could put randoms in separate script and parallize)
#this adds vetos to both data (and randoms if --maxr is greater than 0)
#only necessary for LRGs for now
python mkCat_main.py --type LRG --basedir /global/cfs/cdirs/desi/survey/catalogs/ --fulld n --add_veto y --verspec himalayas --survey Y1
for tp,notqso in zip(tps,notqsos):
python mkCat_main.py --type tp --basedir /global/cfs/cdirs/desi/survey/catalogs/ --fulld n --add_veto y --verspec himalayas --survey Y1 --notqso notqso
#can just run one random and then add --maxr 1
python $LSSCODE/LSS/scripts/main/mkCat_main.py --type LRG --basedir /global/cfs/cdirs/desi/survey/catalogs/ --fulld n --add_veto y --verspec iron --survey Y1 --maxr 0
#do randoms below

#fill randoms and apply vetoes to them:
#include --add_veto y for at least LRG
for tp,notqso in zip(tps,notqsos):
srun -N 1 -C cpu -t 04:00:00 -q interactive python scripts/main/mkCat_main_ran.py --type tp --basedir /global/cfs/cdirs/desi/survey/catalogs/ --verspec iron --survey Y1 --fillran y --apply_veto y
srun -N 1 -C cpu -t 04:00:00 -q interactive python $LSSCODE/LSS/scripts/main/mkCat_main_ran.py --type tp --basedir /global/cfs/cdirs/desi/survey/catalogs/ --verspec iron --survey Y1 --fillran y --apply_veto y (--add_veto y)

#make healpix maps based on randoms
for tp,notqso in zip(tps,notqsos):
Expand Down Expand Up @@ -218,3 +224,94 @@ srun -N 1 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/mai

srun -N 1 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/mkCat_main.py --type BGS_BRIGHT-21.5 --fulld n --survey Y1 --verspec iron --version v1 --clusd y --clusran y --splitGC y --nz y --par y --imsys_colname WEIGHT_IMLIN --basedir /global/cfs/cdirs/desi/survey/catalogs/

#jan 10th re-add bitweights
python scripts/main/mkCat_main.py --type BGS_BRIGHT --basedir /global/cfs/cdirs/desi/survey/catalogs/ --fulld n --add_bitweight y --verspec iron --survey Y1 --version v1

python scripts/main/mkCat_main.py --type LRG --basedir /global/cfs/cdirs/desi/survey/catalogs/ --fulld n --add_bitweight y --verspec iron --survey Y1 --version v1

python scripts/main/mkCat_main.py --type ELG_LOP --notqso y --basedir /global/cfs/cdirs/desi/survey/catalogs/ --fulld n --add_bitweight y --verspec iron --survey Y1 --version v1

python scripts/main/mkCat_main.py --type QSO --basedir /global/cfs/cdirs/desi/survey/catalogs/ --fulld n --add_bitweight y --verspec iron --survey Y1 --version v1


====== Below are steps to make v1.1

mkdir /global/cfs/cdirs/desi/survey/catalogs/Y1/LSS/iron/LSScats/v1.1/
cp /global/cfs/cdirs/desi/survey/catalogs/Y1/LSS/iron/LSScats/v1/*full* /global/cfs/cdirs/desi/survey/catalogs/Y1/LSS/iron/LSScats/v1.1/

srun -N 1 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/mkCat_main.py --type ELG_LOP --notqso y --fulld n --survey Y1 --verspec iron --version v1.1 --clusd y --clusran y --splitGC y --nz y --par y --imsys_colname WEIGHT_SN --basedir /global/cfs/cdirs/desi/survey/catalogs/

srun -N 1 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/mkCat_main.py --type LRG --fulld n --survey Y1 --verspec iron --version v1.1 --clusd y --clusran y --splitGC y --nz y --par y --imsys_colname WEIGHT_IMLIN --basedir /global/cfs/cdirs/desi/survey/catalogs/

add regressis weights to BGS_BRIGHT-21.5:
python scripts/main/mkCat_main.py --type BGS_BRIGHT-21.5 --version v1 --basedir /global/cfs/cdirs/desi/survey/catalogs/ --fulld n --regressis y --add_regressis y --survey Y1 --verspec iron --imsys_zbin y

srun -N 1 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/mkCat_main.py --type BGS_BRIGHT-21.5 --fulld n --survey Y1 --verspec iron --version v1.1 --clusd y --clusran y --splitGC y --nz y --par y --imsys_colname WEIGHT_IMLIN --basedir /global/cfs/cdirs/desi/survey/catalogs/

srun -N 1 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/mkCat_main.py --type QSO --fulld n --survey Y1 --verspec iron --version v1.1 --clusd y --clusran y --splitGC y --nz y --par y --imsys_colname WEIGHT_RF --basedir /global/cfs/cdirs/desi/survey/catalogs/

srun -N 1 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/mkCat_main.py --type BGS_BRIGHT --fulld n --survey Y1 --verspec iron --version v1.1 --clusd y --clusran y --splitGC y --nz y --par y --basedir /global/cfs/cdirs/desi/survey/catalogs/

#get BGS_ANY catalogs that were requested

#need to make healpix maps
python scripts/main/mkCat_main.py --type BGS_ANY --basedir /global/cfs/cdirs/desi/survey/catalogs/ --fulld n --verspec iron --survey Y1 --mkHPmaps y --version v1.1

#apply healpix map vetos
srun -N 1 -C cpu -t 04:00:00 -q interactive python scripts/main/mkCat_main.py --type BGS_ANY --basedir /global/cfs/cdirs/desi/survey/catalogs/ --fulld n --apply_map_veto y --verspec iron --survey Y1 --version v1.1

#add zfail weights
python scripts/main/mkCat_main.py --type BGS_ANY --basedir /global/cfs/cdirs/desi/survey/catalogs/ --fulld n --verspec iron --version v1.1 --add_weight_zfail y --survey Y1 --use_map_veto _HPmapcut

# produce blinded catalogs
module swap pyrecon/main pyrecon/mpi
srun -N 1 -n 128 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/apply_blinding_main_fromfile_fcomp.py --type BGS_BRIGHT-21.5 --wsyscol WEIGHT_IMLIN --version v1.1 --baoblind y --mkclusdat y --mkclusran y --maxr 18 --dorecon y --rsdblind y --fnlblind y --getFKP y --resamp y --mv_out2cfs y

srun -N 1 -n 128 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/apply_blinding_main_fromfile_fcomp.py --type LRG --wsyscol WEIGHT_IMLIN --version v1.1 --baoblind y --mkclusdat y --mkclusran y --maxr 18 --dorecon y --rsdblind y --fnlblind y --getFKP y --resamp y --mv_out2cfs y

srun -N 1 -n 128 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/apply_blinding_main_fromfile_fcomp.py --type ELG_LOPnotqso --wsyscol WEIGHT_SN --version v1.1 --baoblind y --mkclusdat y --mkclusran y --maxr 18 --dorecon y --rsdblind y --fnlblind y --getFKP y --resamp y --mv_out2cfs y

srun -N 1 -n 128 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/apply_blinding_main_fromfile_fcomp.py --type QSO --wsyscol WEIGHT_RF --version v1.1 --baoblind y --mkclusdat y --mkclusran y --maxr 18 --dorecon y --rsdblind y --fnlblind y --getFKP y --resamp y --mv_out2cfs y

#copy sysnet weights over
cp -r /global/cfs/cdirs/desi/survey/catalogs//Y1/LSS/iron/LSScats/v1//sysnet/ /global/cfs/cdirs/desi/survey/catalogs//Y1/LSS/iron/LSScats/v1.1/

#re-add sysnet weights, so that lower/higher redshift z get weights (so blinded data outside of bounds will get weights)
python scripts/main/mkCat_main.py --type ELG_LOP --notqso y --basedir /global/cfs/cdirs/desi/survey/catalogs/ --fulld n --verspec iron --version v1.1 --add_sysnet y --survey Y1 --use_map_veto _HPmapcut

#re-run blinding for ELG_LOP
srun -N 1 -n 128 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/apply_blinding_main_fromfile_fcomp.py --type ELG_LOPnotqso --wsyscol WEIGHT_SN --version v1.1 --baoblind y --mkclusdat y --mkclusran y --maxr 18 --dorecon y --rsdblind y --fnlblind y --getFKP y --resamp y --mv_out2cfs y

#patch HPmapcut files to return bad redshifts that were cut by accident in the IMLIN fitting
#from an interactive node (runs out of memory otherwise)
python scripts/main/patch_HPmapcut.py --version v1.1

==== Steps to make v1.2 (bug with FRACZ_TLOBS_TILES was not actually fixed)
mkdir /global/cfs/cdirs/desi/survey/catalogs/Y1/LSS/iron/LSScats/v1.2/
cp /global/cfs/cdirs/desi/survey/catalogs/Y1/LSS/iron/LSScats/v1.1/*full* /global/cfs/cdirs/desi/survey/catalogs/Y1/LSS/iron/LSScats/v1.2/

srun -N 1 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/mkCat_main.py --type QSO --fulld n --survey Y1 --verspec iron --version v1.2 --clusd y --clusran y --splitGC y --nz y --par y --imsys_colname WEIGHT_RF --basedir /global/cfs/cdirs/desi/survey/catalogs/

srun -N 1 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/mkCat_main.py --type ELG_LOP --notqso y --fulld n --survey Y1 --verspec iron --version v1.2 --clusd y --clusran y --splitGC y --nz y --par y --imsys_colname WEIGHT_SN --basedir /global/cfs/cdirs/desi/survey/catalogs/

srun -N 1 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/mkCat_main.py --type LRG --fulld n --survey Y1 --verspec iron --version v1.2 --clusd y --clusran y --splitGC y --nz y --par y --imsys_colname WEIGHT_IMLIN --basedir /global/cfs/cdirs/desi/survey/catalogs/

srun -N 1 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/mkCat_main.py --type BGS_BRIGHT-21.5 --fulld n --survey Y1 --verspec iron --version v1.2 --clusd y --clusran y --splitGC y --nz y --par y --imsys_colname WEIGHT_IMLIN --basedir /global/cfs/cdirs/desi/survey/catalogs/

#run blinding script on each tracer

srun -N 1 -n 128 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/apply_blinding_main_fromfile_fcomp.py --type QSO --wsyscol WEIGHT_RF --version v1.2 --baoblind y --mkclusdat y --mkclusran y --maxr 18 --dorecon y --rsdblind y --fnlblind y --getFKP y --resamp y --mv_out2cfs y

srun -N 1 -n 128 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/apply_blinding_main_fromfile_fcomp.py --type ELG_LOPnotqso --wsyscol WEIGHT_SN --version v1.2 --baoblind y --mkclusdat y --mkclusran y --maxr 18 --dorecon y --rsdblind y --fnlblind y --getFKP y --resamp y --mv_out2cfs y

srun -N 1 -n 128 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/apply_blinding_main_fromfile_fcomp.py --type LRG --wsyscol WEIGHT_IMLIN --version v1.2 --baoblind y --mkclusdat y --mkclusran y --maxr 18 --dorecon y --rsdblind y --fnlblind y --getFKP y --resamp y --mv_out2cfs y

srun -N 1 -n 128 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/apply_blinding_main_fromfile_fcomp.py --type BGS_BRIGHT-21.5 --wsyscol WEIGHT_IMLIN --version v1.2 --baoblind y --mkclusdat y --mkclusran y --maxr 18 --dorecon y --rsdblind y --fnlblind y --getFKP y --resamp y --mv_out2cfs y

#run BGS_ANY and BGS_BRIGHT

srun -N 1 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/mkCat_main.py --type BGS_BRIGHT --fulld n --survey Y1 --verspec iron --version v1.2 --clusd y --clusran y --splitGC y --nz y --par y --basedir /global/cfs/cdirs/desi/survey/catalogs/

srun -N 1 -C cpu -t 04:00:00 --qos interactive --account desi python scripts/main/mkCat_main.py --type BGS_ANY --fulld n --survey Y1 --verspec iron --version v1.2 --clusd y --clusran y --splitGC y --nz y --par y --basedir /global/cfs/cdirs/desi/survey/catalogs/


119 changes: 119 additions & 0 deletions Sandbox/LSSpipe_Y1mock_2ndgen_BGS.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,119 @@
#pseudo pipeline describing how BGS LSS catalogs get created from 2nd gen mocks, very similar to LSSpipe_Y1mock_2ndgen.txt
#Set up
>> source /global/common/software/desi/desi_environment.sh main
In this documentation, $LSS is the directory where you have the LSS repository

#1), cutsky mocks get created from boxes and have the Y1 tiles list applied to geometry (Alex Smith)

#2) These are adapted to run LSS and AltMTL pipelines, giving the definition of BGS subtype and have columns added necessary for fiberassign, and have the targeting mask applied via
https://github.com/desihub/LSS/blob/main/scripts/mock_tools/prepare_mocks_Y1_bright.py

>> ./prepare_script_bright.sh

#3) CREATE FIBER COLLISION FILE AND CALCULATE POTA FILES
https://github.com/desihub/LSS/blob/main/scripts/getpotaY1_mock.py

>> ./getpota_Y1_bright_script.sh

### AltMTL + LSS pipeline INSTRUCTIONS ###

4) CREATE INITIAL LEDGERS
>> ./run_Y1SecondGen_initialledger_batch.sh (adapt to define the mock path and program dark/bright)


*) GOTO LSS/bin

5) INITIALIZE ALTMTL DIRECTORY STRUCTURE FOR 1 MOCK
>> ./Y1ALTMTLRealizationsBRIGHT_mock_init.sh

6) MAKE PARENT DIRECTORIES FOR OTHER REALIZATIONS
>> python initAMTL_bright.py

8) MANUALLY ADD EXTRA TILES TO THE END OF mainsurvey-DARKobscon-TileTracker.ecsv
>> python /pscratch/sd/a/acarnero/codes/LSS/scripts/mock_tools/add_extra_tilesTracker.py

9) RUN ALTMTL PROCESS ON MOCK REALIZATIONS
This process runs on regular queue that takes 12 hours but to complete the operation we need more time. Therefore, it needs to be run at least twice
>> nohup ./Y1ALTMTLRealizationsBRIGHT_mock.sh &

** If you want to leave the second process in the queue, once you start running the first, you can put a second process in the queue stating to start after this first process ends, with the option --dependency=afterany:<JOBID> in dateLoopAltMTLBugFix_mock_batch.sh
<JOBID> can be found with squeue -u <USER>

10) RUN A SECOND TIME
>> nohup ./Y1ALTMTLRealizationsBRIGHT_mock.sh &

11) Combd calling run1_AMTLmock_combd_LSS.sh from abamtl_combd_cat_sbatch.sh (Change path accordingly)

12) run1_AMTLmock_LSS_BGS.sh with abBGSamtl_cat_sbatch.sh







# Now you have several pathways. Make clustering catalogs only from potential assigments (applying all the data masking) or mimic the entire data processing, staring from AltMTL to LSS pipeline.

### POTENTIAL ASSIGNMENT ONLY INSTRUCTIONS ###

PYTHONPATH=$PYTHONPATH:$HOME/LSS/py

#Make complete LSS catalogs with goodhardware and imaging veto masks applied
#Code does randoms in serial, 4 are likely enough
>> python scripts/mock_tools/pota2clus_simp.py --veto _gtlimaging --realization 0 --maxr <max_num_ran_needed>

-----------------------------------------------


### AltMTL + LSS pipeline INSTRUCTIONS ###
## CAUTION: NO PIP WEIGHTS YET TESTED OR IMPLEMENTED ##

#The output directory names are just suggestions.
#Generate initial ledgers
# First define an output directory <base_output> (like in your scratch or if in production for obscon=dark, this is $DESI_ROOT/survey/catalogs/Y1/mocks/SecondGenMocks/AbacusSummit).

# Create initial ledgers and save hplist to feed MockAltMTL production, both saved in <base_output>/initial_ledger<mock#> (~20 minutes)
>> python $LSS/scripts/mock_tools/run_mtl_ledger.py $DESI_ROOT/survey/catalogs/Y1/mocks/SecondGenMocks/AbacusSummit/forFA<mock#>.fits <base_output>/altmtl<mock#>/initled/ DARK

First need to create (mkdir) the directory <base_output>/altmtl<mock#>/initled
It will save the HP list in the same directory with the name hpxlist_<obscon>.txt

# Run AltMTL process (without generating bitweights yet) for 1 realization with $LSS/scripts/mock_tools/MockAltMTLScriptMain.sh (~24 hours)
# Modify by hand several options inside MockAltMTLScriptMain.sh
# This are the ones that you should worry (up to line 50. there are other options but you can ignore)
* mockNumber=<mock#> If running over production directories, set the realization here and can skip simName and targfile configuration.
* simName="<base_output>/altmtl<mock#>/initled/" This is the directory where to save all the AltMTL products for a given mock#
* path2LSS=/pscratch/sd/a/MYUSER/codes/LSS/bin/ This is the path to the LSS repo bin subdirectory
* ndir=1 Number of Alternative ledgers. In principle, we should run a single realization to get as data, and then another large run with ndir=128 or 256 to calculate PIP weights. If ndir = 1, then BitWeights are not calculated.
* obscon='DARK' Either DARK or BRIGHT
* endDate='--endDate=20220613' End date for Y1 campaign
* exampleLedgerBase=<base_output>/initial_ledger<mock#> This is the directory you indicated when creating the initial ledgers
* hpListFile="<base_output>/initial_ledger<mock#>/hpxlist_dark.txt" This is the hp file list created while running the initial ledgers
* targfile='--targfile=/global/cfs/cdirs/desi/survey/catalogs/Y1/mocks/SecondGenMocks/AbacusSummit/forFA<mock#>.fits' This is the path to the parent target sample

# This script takes quite some time to run (~24h). It generates ndir random realizations (given subpriority) and run fiber assigment creating potential assignments and assignments itself.
# Their outputs will serve as input for the LSS pipeline.


# Run LSS pipeline as follows.
# CAUTION: it has only been tested to run one mock by one mock with mockmin = 0 and mockmax = 1
# Prepare and combine data for dark or bright time data. Better run in batch mode since it might die in between if not running in batch mode.
# We don't need randoms at this stage any more. They will be read directly from data randoms when creating the full catalogs
>> srun -N 1 -C cpu -t 04:00:00 --qos interactive --account desi python $LSS/scripts/mock_tools/mkCat_SecondGen.py --base_output <base_output> --simName <base_output>/altmtl_main_rea{MOCKNUM} --mockver ab_secondgen --mockmin 0 --mockmax 1 --survey Y1 --add_gtl y --specdata iron --tracer dark --combd y

[40 minutes]

Example for mock = 1:
srun -N 1 -C cpu -t 04:00:00 --qos interactive --account desi python mkCat_SecondGen.py --base_output /global/cfs/cdirs/desi/survey/catalogs/Y1/mocks/SecondGenMocks/AbacusSummit/altmtl1 --simName /global/cfs/cdirs/desi/survey/catalogs/Y1/mocks/SecondGenMocks/AbacusSummit/altmtl1 --mockver ab_secondgen --mockmin 1 --mockmax 2 --survey Y1 --add_gtl y --specdata iron --tracer dark --combd y



# Create the full catalogs for data and randoms and apply vetos. Calcualte the FKP weights and make the clustering catalogs.
#LRG
>> srun -N 1 -C cpu -t 02:00:00 --qos interactive --account desi python mkCat_SecondGen.py --base_output /global/cfs/cdirs/desi/survey/catalogs/Y1/mocks/SecondGenMocks/AbacusSummit/altmtl{MOCKNUM} --mockver ab_secondgen --mockmin 0 --mockmax 1 --survey Y1 --add_gtl y --specdata iron --tracer LRG --minr 0 --maxr 18 --fulld y --fullr y --apply_map_veto y --apply_veto y --use_map_veto _HPmapcut --mkclusran y --resamp y --nz y --getFKP y --mkclusdat y --targDir /global/cfs/cdirs/desi/survey/catalogs/Y1/mocks/SecondGenMocks/AbacusSummit

#ELG (ELG_LOP with notqso)
>> srun -N 1 -C cpu -t 02:00:00 --qos interactive --account desi python mkCat_SecondGen.py --base_output /global/cfs/cdirs/desi/survey/catalogs/Y1/mocks/SecondGenMocks/AbacusSummit/altmtl{MOCKNUM} --mockver ab_secondgen --mockmin 0 --mockmax 1 --survey Y1 --add_gtl y --specdata iron --tracer ELG_LOP --notqso y --minr 0 --maxr 18 --fulld y --fullr y --apply_map_veto y --apply_veto y --use_map_veto _HPmapcut --mkclusran y --resamp y --nz y --getFKP y --mkclusdat y --targDir /global/cfs/cdirs/desi/survey/catalogs/Y1/mocks/SecondGenMocks/AbacusSummit

#QSO
>> srun -N 1 -C cpu -t 02:00:00 --qos interactive --account desi python mkCat_SecondGen.py --base_output /global/cfs/cdirs/desi/survey/catalogs/Y1/mocks/SecondGenMocks/AbacusSummit/altmtl{MOCKNUM} --mockver ab_secondgen --mockmin 0 --mockmax 1 --survey Y1 --add_gtl y --specdata iron --tracer QSO --minr 0 --maxr 18 --fulld y --fullr y --apply_map_veto y --apply_veto y --use_map_veto _HPmapcut --mkclusran y --resamp y --nz y --getFKP y --mkclusdat y --targDir /global/cfs/cdirs/desi/survey/catalogs/Y1/mocks/SecondGenMocks/AbacusSummit
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