/
targetmask.yaml
564 lines (505 loc) · 39.1 KB
/
targetmask.yaml
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#- DESI primary survey target bit mask: dark survey + calib +
desi_mask:
- [LRG, 0, "LRG", {obsconditions: DARK}]
- [ELG, 1, "ELG", {obsconditions: DARK}]
- [QSO, 2, "QSO", {obsconditions: DARK}]
#- ADM QSO sub-classes. Used in SV but ultimately deprecated for the Main Survey.
- [QSO_HIZ, 4, "QSO selected using high-redshift Random Forest (informational bit)", {obsconditions: DARK}]
# ADM ELG sub-classes
- [ELG_LOP, 5, "ELG at standard (ELG) priority", {obsconditions: DARK}]
- [ELG_HIP, 6, "ELG randomly increased to higher (LRG) priority", {obsconditions: DARK}]
- [ELG_VLO, 7, "Very-low priority ELG (filler)", {obsconditions: DARK}]
#- North vs. South selections
- [LRG_NORTH, 8, "LRG cuts tuned for Bok/Mosaic data", {obsconditions: DARK}]
- [ELG_NORTH, 9, "ELG cuts tuned for Bok/Mosaic data", {obsconditions: DARK}]
- [QSO_NORTH, 10, "QSO cuts tuned for Bok/Mosaic data", {obsconditions: DARK}]
- [ELG_LOP_NORTH, 11, "ELG at standard (ELG) priority tuned for Bok/Mosaic data", {obsconditions: DARK}]
- [ELG_VLO_NORTH, 12, "Very-low priority ELG (filler) tuned for Bok/Mosaic data", {obsconditions: DARK}]
- [LRG_SOUTH, 16, "LRG cuts tuned for DECam data", {obsconditions: DARK}]
- [ELG_SOUTH, 17, "ELG cuts tuned for DECam data", {obsconditions: DARK}]
- [QSO_SOUTH, 18, "QSO cuts tuned for DECam data", {obsconditions: DARK}]
- [ELG_LOP_SOUTH, 19, "ELG at standard (ELG) priority tuned for DECam data", {obsconditions: DARK}]
- [ELG_VLO_SOUTH, 20, "Very-low priority ELG (filler) tuned for DECam data", {obsconditions: DARK}]
#- Calibration targets
- [SKY, 32, "Blank sky locations", {obsconditions: DARK|GRAY|BRIGHT|BACKUP|TWILIGHT12|TWILIGHT18}]
- [STD_FAINT, 33, "Standard stars for dark/gray conditions", {obsconditions: DARK}]
- [STD_WD, 34, "White Dwarf stars", {obsconditions: DARK|BRIGHT}]
- [STD_BRIGHT, 35, "Standard stars for BRIGHT conditions", {obsconditions: BRIGHT}]
- [BAD_SKY, 36, "Blank sky locations that are imperfect but still useable", {obsconditions: DARK|GRAY|BRIGHT|BACKUP|TWILIGHT12|TWILIGHT18}]
- [SUPP_SKY, 37, "SKY is based on Gaia-avoidance (SKY will be set, too)", {obsconditions: DARK|GRAY|BRIGHT|BACKUP|TWILIGHT12|TWILIGHT18}]
#- Reserving some bits that we may not use
# - [STD_FAINT_BEST, 38, "High quality faint standard stars", {obsconditions: DARK}]
# - [STD_BRIGHT_BEST, 39, "High quality bright standard stars", {obsconditions: BRIGHT}]
#- Reserved convenience bits that can, e.g., be set downstream of desitarget
- [NO_TARGET, 49, "No known target at this location", {obsconditions: DARK|GRAY|BRIGHT|BACKUP|TWILIGHT12|TWILIGHT18}]
#- Related to bright object masking
- [BRIGHT_OBJECT, 50, "Known bright object to avoid", {obsconditions: APOCALYPSE}]
- [IN_BRIGHT_OBJECT, 51, "Too near a bright object; DO NOT OBSERVE", {obsconditions: APOCALYPSE}]
- [NEAR_BRIGHT_OBJECT, 52, "Near a bright object but ok to observe", {obsconditions: DARK|GRAY|BRIGHT|BACKUP|TWILIGHT12|TWILIGHT18}]
#- A bit for another survey is set
- [BGS_ANY, 60, "Any BGS bit is set", {obsconditions: IGNORE}]
- [MWS_ANY, 61, "Any MWS bit is set", {obsconditions: IGNORE}]
- [SCND_ANY, 62, "Any secondary bit is set", {obsconditions: DARK|GRAY|BRIGHT|BACKUP|TWILIGHT12|TWILIGHT18}]
#- Bright Galaxy Survey
bgs_mask:
- [BGS_FAINT, 0, "BGS faint targets", {obsconditions: BRIGHT}]
- [BGS_BRIGHT, 1, "BGS bright targets", {obsconditions: BRIGHT}]
- [BGS_WISE, 2, "BGS wise targets", {obsconditions: BRIGHT}]
- [BGS_FAINT_HIP, 3, "BGS faint targets at bright priority", {obsconditions: BRIGHT}]
#- BGS North vs. South selections
- [BGS_FAINT_NORTH, 8, "BGS faint cuts tuned for Bok/Mosaic", {obsconditions: BRIGHT}]
- [BGS_BRIGHT_NORTH, 9, "BGS bright cuts tuned for Bok/Mosaic", {obsconditions: BRIGHT}]
- [BGS_WISE_NORTH, 10, "BGS WISE cuts tuned for Bok/Mosaic", {obsconditions: BRIGHT}]
- [BGS_FAINT_SOUTH, 16, "BGS faint cuts tuned for DECam", {obsconditions: BRIGHT}]
- [BGS_BRIGHT_SOUTH, 17, "BGS bright cuts tuned for DECam", {obsconditions: BRIGHT}]
- [BGS_WISE_SOUTH, 18, "BGS WISE cuts tuned for DECam", {obsconditions: BRIGHT}]
#- Milky Way Survey
mws_mask:
# First layer defines main samples -- these are expected to have distinct
# input catalogues.
#- Bits 0-3 (7 ids)
- [MWS_BROAD, 0, "Milky Way Survey magnitude limited bulk sample", {obsconditions: BRIGHT}]
- [MWS_WD, 1, "Milky Way Survey White Dwarf", {obsconditions: BRIGHT|DARK}]
- [MWS_NEARBY, 2, "Milky Way Survey volume-complete ~100pc sample", {obsconditions: BRIGHT}]
# Second layer flags additional subclasses that could apply to any
# of the main classes. These sort targets in each input catalog into
# distinct groups for the purpose of assigning priorities and observing
# conditions.
# e.g. MWS_MAIN & MWS_LOW_GAL_B & MWS_MAIN_FAINT & MWS_PLX & MWS_REOBS
# => A main sample star at low galactic latitude, faint enough to be
# considered filler but with parallax factored into the subpriority and
# targeted for reobservation if possible.
#- 4: MWS_BROAD north/south splits
- [MWS_BROAD_NORTH, 4, "Milky Way Survey cuts tuned for Bok/Mosaic", {obsconditions: BRIGHT}]
- [MWS_BROAD_SOUTH, 5, "Milky Way Survey cuts tuned for DECam", {obsconditions: BRIGHT}]
#- 6: MWS BHBs
- [MWS_BHB, 6, "Milky Way Survey Blue Horizontal Branch stars", {obsconditions: BRIGHT|DARK}]
#- 8: Sub-classes of MWS_MAIN
- [MWS_MAIN_BLUE, 8, "Milky Way Survey magnitude limited blue sample", {obsconditions: BRIGHT}]
- [MWS_MAIN_BLUE_NORTH, 9, "MWS magnitude limited blue sample tuned for Bok/Mosaic", {obsconditions: BRIGHT}]
- [MWS_MAIN_BLUE_SOUTH, 10, "MWS magnitude limited blue sample tuned for DECam", {obsconditions: BRIGHT}]
- [MWS_MAIN_RED, 11, "Milky Way Survey magnitude limited red sample", {obsconditions: BRIGHT}]
- [MWS_MAIN_RED_NORTH, 12, "MWS magnitude limited red sample tuned for Bok/Mosaic", {obsconditions: BRIGHT}]
- [MWS_MAIN_RED_SOUTH, 13, "MWS magnitude limited red sample tuned for DECam", {obsconditions: BRIGHT}]
- [MWS_FAINT_BLUE, 14, "Milky Way Survey faint extension, blue side", {obsconditions: BRIGHT}]
- [MWS_FAINT_BLUE_NORTH,15, "Milky Way Survey faint extension, blue side (Bok/Mosaic)", {obsconditions: BRIGHT}]
- [MWS_FAINT_BLUE_SOUTH,16, "Milky Way Survey faint extension, blue side (DECam)", {obsconditions: BRIGHT}]
- [MWS_FAINT_RED, 17, "Milky Way Survey faint extension, red side", {obsconditions: BRIGHT}]
- [MWS_FAINT_RED_NORTH, 18, "Milky Way Survey faint extension, red side (Bok/Mosaic)", {obsconditions: BRIGHT}]
- [MWS_FAINT_RED_SOUTH, 19, "Milky Way Survey faint extension, red side (DECam)", {obsconditions: BRIGHT}]
# ADM Standard stars based only on Gaia.
- [GAIA_STD_FAINT, 33, "Standard stars for dark/gray conditions", {obsconditions: DARK|BACKUP|TWILIGHT12|TWILIGHT18}]
- [GAIA_STD_WD, 34, "White Dwarf stars", {obsconditions: DARK|BRIGHT|BACKUP|TWILIGHT12|TWILIGHT18}]
- [GAIA_STD_BRIGHT, 35, "Standard stars for BRIGHT conditions", {obsconditions: BRIGHT|BACKUP|TWILIGHT12|TWILIGHT18}]
# ADM back-up targets for poor conditions and as filler.
- [BACKUP_GIANT_LOP, 58, "Giant candidate backup targets", {obsconditions: BACKUP|TWILIGHT12|TWILIGHT18}]
- [BACKUP_GIANT, 59, "Giant candidate backup targets", {obsconditions: BACKUP|TWILIGHT12|TWILIGHT18}]
- [BACKUP_BRIGHT, 60, "Bright backup Gaia targets", {obsconditions: BACKUP|TWILIGHT12|TWILIGHT18}]
- [BACKUP_FAINT, 61, "Fainter backup Gaia targets", {obsconditions: BACKUP|TWILIGHT12|TWILIGHT18}]
- [BACKUP_VERY_FAINT, 62, "Even fainter backup Gaia targets", {obsconditions: BACKUP|TWILIGHT12|TWILIGHT18}]
#- ADM secondary survey targets bit mask.
#- ADM note that the 'filenames', here, should all be present in the
#- ADM directory that corresponds to the $SCND_DIR environment
#- ADM variable, e.g. $SCND_DIR/veto.txt for VETO targets.
#- ADM flavor can govern the MTL logic for a target (QSO means "treat like a primary QSO")
#- ADM updatemws=True means that a secondary target is allowed to override the logic for an MWS target.
#- ADM downsample is the fraction of targets to read from the input file
#- ADM i.e. downsample: 0.13 means "read first 13% of targets from file."
scnd_mask:
- [VETO, 0, "Never observe, even if a primary target bit is set.",
{obsconditions: DARK|GRAY|BRIGHT|BACKUP|TWILIGHT12|TWILIGHT18, filename: 'veto', flavor: 'SPARE', downsample: 1, updatemws: False}]
- [UDG, 1, "See $SCND_DIR/docs/UDG.txt", {obsconditions: DARK, filename: 'UDG', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [FIRST_MALS, 2, "See $SCND_DIR/docs/FIRST_MALS.txt", {obsconditions: DARK, filename: 'FIRST_MALS', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [QSO_RED, 5, "See $SCND_DIR/docs/QSO_RED.ipynb", {obsconditions: DARK, filename: 'QSO_RED', flavor: 'QSO', updatemws: False, downsample: 1}]
# - [MWS_DDOGIANTS, 9, "See $SCND_DIR", {obsconditions: BRIGHT, filename: 'MWS_DDOGIANTS', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [MWS_CLUS_GAL_DEEP, 10, "See $SCND_DIR/docs/MWS_CLUS_GAL_DEEP.txt", {obsconditions: DARK, filename: 'MWS_CLUS_GAL_DEEP', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [LOW_MASS_AGN, 11, "See $SCND_DIR/docs/LOW_MASS_AGN.txt", {obsconditions: DARK, filename: 'LOW_MASS_AGN', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [FAINT_HPM, 12, "See $SCND_DIR/docs/FAINT_HPM.txt", {obsconditions: DARK, filename: 'FAINT_HPM', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [LOW_Z_TIER1, 15, "See $SCND_DIR/docs/LOW_Z_TIER1.ipynb", {obsconditions: DARK, filename: 'LOW_Z_TIER1', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [LOW_Z_TIER2, 16, "See $SCND_DIR/docs/LOW_Z_TIER2.ipynb", {obsconditions: DARK, filename: 'LOW_Z_TIER2', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [LOW_Z_TIER3, 17, "See $SCND_DIR/docs/LOW_Z_TIER3.ipynb", {obsconditions: DARK, filename: 'LOW_Z_TIER3', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [BHB, 18, "See $SCND_DIR/docs/BHB.txt", {obsconditions: DARK, filename: 'BHB', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [SPCV, 19, "See $SCND_DIR/docs/SPCV.txt", {obsconditions: DARK, filename: 'SPCV', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [DC3R2_GAMA, 20, "See $SCND_DIR/docs/DC3R2_GAMA.ipynb", {obsconditions: DARK, filename: 'DC3R2_GAMA', flavor: 'SPARE', updatemws: False, downsample: 0.085}]
- [PSF_OUT_BRIGHT, 25, "See $SCND_DIR/docs/PSF_OUT_BRIGHT.txt", {obsconditions: BRIGHT, filename: 'PSF_OUT_BRIGHT', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [PSF_OUT_DARK, 26, "See $SCND_DIR/docs/PSF_OUT_DARK.txt", {obsconditions: DARK, filename: 'PSF_OUT_DARK', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [HPM_SOUM, 27, "See $SCND_DIR/docs/HPM_SOUM.txt", {obsconditions: DARK, filename: 'HPM_SOUM', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [SN_HOSTS, 28, "See $SCND_DIR/docs/SN_HOSTS.txt", {obsconditions: DARK, filename: 'SN_HOSTS', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [GAL_CLUS_BCG, 29, "See $SCND_DIR/docs/GAL_CLUS_BCG.txt", {obsconditions: DARK, filename: 'GAL_CLUS_BCG', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [GAL_CLUS_2ND, 30, "See $SCND_DIR/docs/GAL_CLUS_2ND.txt", {obsconditions: DARK, filename: 'GAL_CLUS_2ND', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [GAL_CLUS_SAT, 31, "See $SCND_DIR/docs/GAL_CLUS_SAT.txt", {obsconditions: DARK, filename: 'GAL_CLUS_SAT', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [MWS_FAINT_BLUE, 32, "See $SCND_DIR/main2/docs/MWS_FAINT_BLUE.txt", {obsconditions: BRIGHT, filename: 'MWS_FAINT_BLUE', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [MWS_FAINT_RED, 33, "See $SCND_DIR/main2/docs/MWS_FAINT_RED.txt", {obsconditions: BRIGHT, filename: 'MWS_FAINT_RED', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [STRONG_LENS, 34, "See $SCND_DIR/docs/STRONG_LENS.txt", {obsconditions: DARK, filename: 'STRONG_LENS', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [WISE_VAR_QSO, 35, "See $SCND_DIR/docs/WISE_VAR_QSO.txt", {obsconditions: DARK, filename: 'WISE_VAR_QSO', flavor: 'QSO', updatemws: False, downsample: 1}]
- [Z5_QSO, 36, "See $SCND_DIR/docs/Z5_QSO.txt", {obsconditions: DARK, filename: 'Z5_QSO', flavor: 'QSO', updatemws: False, downsample: 1}]
- [MWS_RR_LYRAE, 37, "See $SCND_DIR/main2/docs/MWS_RR_LYRAE.txt", {obsconditions: DARK|BRIGHT, filename: 'MWS_RR_LYRAE', flavor: 'SPARE', updatemws: True, downsample: 1}]
- [MWS_MAIN_CLUSTER_SV, 38, "See $SCND_DIR/docs/MWS_MAIN_CLUSTER_SV.txt", {obsconditions: DARK|BRIGHT, filename: 'MWS_MAIN_CLUSTER_SV', flavor: 'SPARE', updatemws: True, downsample: 1}]
- [BRIGHT_HPM, 40, "See $SCND_DIR/docs/BRIGHT_HPM.txt", {obsconditions: BRIGHT, filename: 'BRIGHT_HPM', flavor: 'SPARE', updatemws: True, downsample: 1}]
- [WD_BINARIES_BRIGHT, 41, "See $SCND_DIR/docs/WD_BINARIES_BRIGHT.txt", {obsconditions: BRIGHT, filename: 'WD_BINARIES_BRIGHT', flavor: 'SPARE', updatemws: True, downsample: 1}]
- [WD_BINARIES_DARK, 42, "See $SCND_DIR/docs/WD_BINARIES_DARK.txt", {obsconditions: DARK, filename: 'WD_BINARIES_DARK', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [PV_BRIGHT_HIGH, 43, "See $SCND_DIR/docs/PV_BRIGHT_HIGH.ipynb", {obsconditions: BRIGHT, filename: 'PV_BRIGHT_HIGH', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [PV_BRIGHT_MEDIUM, 44, "See $SCND_DIR/docs/PV_BRIGHT_MEDIUM.ipynb", {obsconditions: BRIGHT, filename: 'PV_BRIGHT_MEDIUM', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [PV_BRIGHT_LOW, 45, "See $SCND_DIR/docs/PV_BRIGHT_LOW.ipynb", {obsconditions: BRIGHT, filename: 'PV_BRIGHT_LOW', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [PV_DARK_HIGH, 46, "See $SCND_DIR/docs/PV_DARK_HIGH.ipynb", {obsconditions: DARK, filename: 'PV_DARK_HIGH', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [PV_DARK_MEDIUM, 47, "See $SCND_DIR/docs/PV_DARK_MEDIUM.ipynb", {obsconditions: DARK, filename: 'PV_DARK_MEDIUM', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [PV_DARK_LOW, 48, "See $SCND_DIR/docs/PV_DARK_LOW.ipynb", {obsconditions: DARK, filename: 'PV_DARK_LOW', flavor: 'SPARE', updatemws: False, downsample: 1}]
- [GC_BRIGHT, 49, "See $SCND_DIR/docs/GC_BRIGHT.txt", {obsconditions: BRIGHT, filename: 'GC_BRIGHT', flavor: 'SPARE', updatemws: True, downsample: 1}]
- [GC_DARK, 50, "See $SCND_DIR/docs/GC_DARK.txt", {obsconditions: DARK, filename: 'GC_DARK', flavor: 'SPARE', updatemws: True, downsample: 1}]
- [DWF_BRIGHT_HI, 51, "See $SCND_DIR/docs/DWF_BRIGHT_HI.txt", {obsconditions: BRIGHT, filename: 'DWF_BRIGHT_HI', flavor: 'SPARE', updatemws: True, downsample: 1}]
- [DWF_BRIGHT_LO, 52, "See $SCND_DIR/docs/DWF_BRIGHT_LO.txt", {obsconditions: BRIGHT, filename: 'DWF_BRIGHT_LO', flavor: 'SPARE', updatemws: True, downsample: 1}]
- [DWF_DARK_HI, 53, "See $SCND_DIR/docs/DWF_DARK_HI.txt", {obsconditions: DARK, filename: 'DWF_DARK_HI', flavor: 'SPARE', updatemws: True, downsample: 1}]
- [DWF_DARK_LO, 54, "See $SCND_DIR/docs/DWF_DARK_LO.txt", {obsconditions: DARK, filename: 'DWF_DARK_LO', flavor: 'SPARE', updatemws: True, downsample: 1}]
# ADM reserve 59-62 in scnd_mask for Targets of Opportunity in both SV and the Main Survey.
- [BRIGHT_TOO_LOP, 59, "Targets of Opportunity from rolling ledger", {obsconditions: BRIGHT|DARK, flavor: 'TOO', updatemws: False}]
- [BRIGHT_TOO_HIP, 60, "Targets of Opportunity from rolling ledger", {obsconditions: BRIGHT|DARK, flavor: 'TOO', updatemws: False}]
- [DARK_TOO_LOP, 61, "Targets of Opportunity from rolling ledger", {obsconditions: DARK, flavor: 'TOO', updatemws: False}]
- [DARK_TOO_HIP, 62, "Targets of Opportunity from rolling ledger", {obsconditions: DARK, flavor: 'TOO', updatemws: False}]
#- Observing conditions
#- These are a bitmask to allow target bits to specify multiple conditions
#- in which they are allowed to be observed.
#- See DESI-0311 and DESI-0333 for discussion of DARK vs. GRAY. GRAY is now essentially deprecated.
obsconditions:
- [DARK, 0, "Moon is down"]
- [GRAY, 1, "Moon up; illum fraction<0.6 and (illum*elev)<30 deg"]
- [BRIGHT, 2, "Moon up and bright"]
- [BACKUP, 3, "Very bad seeing, high extinction, or bright cloud cover"]
- [TWILIGHT12, 4, "Between sunset/sunrise and 12 degree twilight"]
- [TWILIGHT18, 5, "Between 12 and 18 degree twilight"]
- [DAY, 6, "Daytime calibrations"]
- [CLOSED, 7, "Nighttime but dome is closed due to rain, wind, dew..."]
- [APOCALYPSE, 8, "Conditions are so bad that the world is ending anyway"]
- [IGNORE, 9, "Used to indicate that obsconditions are set by a sub-bit rather than this bit"]
#- Observation State
#- if a target passes more than one target bit, it is possible that one bit
#- will consider the observations "DONE" while another bit will want "MORE".
#- DONOTOBSERVE trumps MORE which trumps DONE
# ADM The MORE_MIDZQSO priority is driven by secondary programs from Gontcho a Gontcho (1.4 < z < 2.1)
# ADM and Weiner et al. (0.7 < z < 2.1) to reobserve confirmed quasars where possible. The priority
# ADM of 100 should only be higher than DONE (and secondary filler) targets.
obsmask:
- [UNOBS, 0, "unobserved"]
- [OBS, 1, "observed but no spectro pipeline answer yet"]
- [DONE, 2, "enough observations already obtained"]
- [MORE_ZWARN, 3, "ambiguous redshift; need more observations"]
- [MORE_ZGOOD, 4, "redshift known; need more observations"]
- [MORE_MIDZQSO, 8, "mid-z QSO; more observations at very low priority"]
- [DONOTOBSERVE, 16, "Do not observe this target (possibly temporarily)"]
#- Bits that can be set in TARGETID. See the schema at
#- https://desi.lbl.gov/DocDB/cgi-bin/private/RetrieveFile?docid=2348
#- Updated to include RELEASE from the new DR4+ data model, circa June 30th, 2016
targetid_mask:
- [OBJID, 0, "RIGHTMOST bit that encodes OBJID (OBJID encompasses bits 0-21 inclusive)", {nbits: 22}]
- [BRICKID, 22, "RIGHTMOST bit that encodes BRICKID (BRICKID encompasses bits 22-41 inclusive)", {nbits: 20}]
- [RELEASE, 42, "RIGHTMOST bit that encodes Data Release (DR encompasses bits 42-57 inclusive)", {nbits: 16}]
- [MOCK, 58, "this target is a mock target", {nbits: 1}]
- [SKY, 59, "this target is a sky fiber target", {nbits: 1}]
- [GAIADR, 60, "RIGHTMOST bit encoding Gaia DR number when not in Legacy Surveys (bits 60-61)", {nbits: 2}]
- [RESERVED, 62, "RIGHTMOST bit for left over bit space (encompasses bit 62 inclusive)", {nbits: 1}]
# ADM ZWARN mask (bits that can be set to warn that a redshift is bad).
# ADM inherited from https://github.com/desihub/redrock/blob/master/py/redrock/zwarning.py
zwarn_mask:
# SB bits 0-15 set by redrock
- [SKY, 0, "sky fiber"]
- [LITTLE_COVERAGE, 1, "too little wavelength coverage"]
- [SMALL_DELTA_CHI2, 2, "chi-squared of best fit is too close to that of second best"]
- [NEGATIVE_MODEL, 3, "synthetic spectrum is negative"]
- [MANY_OUTLIERS, 4, "fraction of points more than 5 sigma away from best model is too large (>0.05)"]
- [Z_FITLIMIT, 5, "chi-squared minimum at edge of the redshift fitting range"]
- [NEGATIVE_EMISSION, 6, "a QSO line exhibits negative emission, triggered only in QSO spectra, if C_IV, C_III, Mg_II, H_beta, or H_alpha has LINEAREA + 3 * LINEAREA_ERR < 0"]
- [UNPLUGGED, 7, "the fiber was unplugged/broken, so no spectrum obtained"]
- [BAD_TARGET, 8, "catastrophically bad targeting data"]
- [NODATA, 9, "No data for this fiber, e.g. because spectrograph was broken during this exposure (ivar=0 for all pixels)"]
- [BAD_MINFIT, 10, "Bad parabola fit to the chi2 minimum"]
- [POORDATA, 11, "Poor input data quality but try fitting anyway"]
# SB bits 16-24 available for DESI to set post-redrock
- [LOW_DEL_CHI2, 16, "DELTACHI2 is lower than 25 for a DESI SV3 target"]
- [LOW_DEL_CHI2_BGS, 17, "DELTACHI2 is lower than 40 for a DESI SV3 BGS target in bright time"]
- [BAD_SPECQA, 18, "QA rejected due to spectrum-level problems"]
- [BAD_PETALQA, 19, "QA rejected due to petal-level problems"]
#- Priorities for each target bit
#- Numerically larger priorities are higher priority to be observed first.
#- NOTE: these aren't a bitmask, they are a mapping from bit -> priority
#- SAME_AS_XXX means to use the priorities for bitname XXX
#- -1 means the concept of priority doesn't really apply to this target class
#- Every target bit must define priority for "UNOBS"
#- Default priority for "MORE_ZGOOD" and "MORE_ZWARN" is same as "UNOBS"
#- Other states are default 1 unless specified here
#- -1 means that the concept of priority doesn't apply to this bit
priorities:
#- Dark Survey: priorities 3000 - 3999
desi_mask:
ELG: {UNOBS: 3000, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
LRG: {UNOBS: 3200, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
# ADM The MORE_MIDZQSO priority is driven by secondary programs from Gontcho a Gontcho (1.4 < z < 2.1)
# ADM and Weiner et al. (0.7 < z < 2.1) to reobserve confirmed quasars where possible. The priority
# ADM of 100 should only be higher than DONE (and secondary filler) targets.
QSO: {UNOBS: 3400, MORE_ZGOOD: 3350, MORE_ZWARN: 3300, MORE_MIDZQSO: 100, DONE: 2, OBS: 1, DONOTOBSERVE: 0}
# ADM different priority ELGs.
ELG_LOP: {UNOBS: 3100, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
ELG_HIP: SAME_AS_LRG
ELG_VLO: SAME_AS_ELG
# ADM Informational bits. Don't let them set priorities.
QSO_HIZ: {UNOBS: 0, DONE: 0, OBS: 0, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
# ADM don't prioritize a N/S target if it doesn't have other bits set.
LRG_NORTH: {UNOBS: 0, DONE: 0, OBS: 0, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
ELG_NORTH: SAME_AS_LRG_NORTH
QSO_NORTH: SAME_AS_LRG_NORTH
ELG_LOP_NORTH: SAME_AS_LRG_NORTH
ELG_VLO_NORTH: SAME_AS_LRG_NORTH
LRG_SOUTH: SAME_AS_LRG_NORTH
ELG_SOUTH: SAME_AS_LRG_NORTH
QSO_SOUTH: SAME_AS_LRG_NORTH
ELG_LOP_SOUTH: SAME_AS_LRG_NORTH
ELG_VLO_SOUTH: SAME_AS_LRG_NORTH
# ADM calibration and other non-standard targets.
BAD_SKY: {UNOBS: 0, OBS: 0, DONE: 0, MORE_ZWARN: 0, MORE_ZGOOD: 0, MORE_MIDZQSO: 0}
#- Standards and sky are treated specially; priorities don't apply
STD_FAINT: -1
STD_WD: -1
SKY: -1
SUPP_SKY: -1
STD_BRIGHT: -1
# STD_FAINT_BEST: -1
# STD_BRIGHT_BEST: -1
NO_TARGET: -1
#- placeholders to show we haven't forgotten these bits, but the
#- exact bits in the other sections define the priorities
BRIGHT_OBJECT: -1
IN_BRIGHT_OBJECT: -1
NEAR_BRIGHT_OBJECT: -1
BGS_ANY: -1
MWS_ANY: -1
SCND_ANY: -1
#- Bright Galaxy Survey: priorities 2000-2997
# ADM reserve 2998 for MWS_WD (ensuring a priority below Dark Survey targets, just in case)
#- reobserving successes has lower priority than MWS
bgs_mask:
BGS_FAINT: {UNOBS: 2000, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
BGS_BRIGHT: {UNOBS: 2100, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
BGS_WISE: SAME_AS_BGS_FAINT
BGS_FAINT_HIP: SAME_AS_BGS_BRIGHT
# ADM don't prioritize a N/S target if it doesn't have other bits set.
BGS_FAINT_SOUTH: {UNOBS: 0, MORE_ZGOOD: 0, MORE_ZWARN: 0, DONE: 0, OBS: 0, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
BGS_FAINT_NORTH: SAME_AS_BGS_FAINT_SOUTH
BGS_BRIGHT_SOUTH: SAME_AS_BGS_FAINT_SOUTH
BGS_BRIGHT_NORTH: SAME_AS_BGS_FAINT_SOUTH
BGS_WISE_SOUTH: SAME_AS_BGS_FAINT_SOUTH
BGS_WISE_NORTH: SAME_AS_BGS_FAINT_SOUTH
#- Milky Way Survey: priorities 1000-1999
# ADM WDs should be prioritized above BGS at 2998
mws_mask:
MWS_BROAD: {UNOBS: 1400, MORE_ZGOOD: 50, MORE_ZWARN: 50, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
MWS_WD: {UNOBS: 2998, MORE_ZGOOD: 50, MORE_ZWARN: 50, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
MWS_NEARBY: {UNOBS: 1600, MORE_ZGOOD: 50, MORE_ZWARN: 50, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
MWS_BHB: {UNOBS: 1550, MORE_ZGOOD: 1540, MORE_ZWARN: 1540, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
MWS_MAIN_BLUE: {UNOBS: 1500, MORE_ZGOOD: 50, MORE_ZWARN: 50, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
MWS_MAIN_RED: SAME_AS_MWS_MAIN_BLUE
MWS_FAINT_BLUE: {UNOBS: 50, MORE_ZGOOD: 50, MORE_ZWARN: 50, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
MWS_FAINT_RED: SAME_AS_MWS_FAINT_BLUE
# ADM don't prioritize a N/S target if it doesn't have other bits set.
MWS_BROAD_NORTH: {UNOBS: 0, DONE: 0, OBS: 0, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
MWS_BROAD_SOUTH: SAME_AS_MWS_BROAD_NORTH
MWS_MAIN_BLUE_NORTH: SAME_AS_MWS_BROAD_NORTH
MWS_MAIN_BLUE_SOUTH: SAME_AS_MWS_BROAD_NORTH
MWS_MAIN_RED_NORTH: SAME_AS_MWS_BROAD_NORTH
MWS_MAIN_RED_SOUTH: SAME_AS_MWS_BROAD_NORTH
MWS_FAINT_BLUE_NORTH: SAME_AS_MWS_BROAD_NORTH
MWS_FAINT_BLUE_SOUTH: SAME_AS_MWS_BROAD_NORTH
MWS_FAINT_RED_NORTH: SAME_AS_MWS_BROAD_NORTH
MWS_FAINT_RED_SOUTH: SAME_AS_MWS_BROAD_NORTH
# ADM backup targets.
BACKUP_GIANT: {UNOBS: 35, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
BACKUP_BRIGHT: {UNOBS: 30, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
BACKUP_GIANT_LOP: {UNOBS: 25, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
BACKUP_FAINT: {UNOBS: 20, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
BACKUP_VERY_FAINT: {UNOBS: 15, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
# ADM Standards are special; priorities don't apply.
GAIA_STD_FAINT: -1
GAIA_STD_WD: -1
GAIA_STD_BRIGHT: -1
# ADM secondary target priorities.
scnd_mask:
VETO: {UNOBS: 0, MORE_ZGOOD: 0, MORE_ZWARN: 0, DONE: 0, OBS: 0, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
UDG: {UNOBS: 1900, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
FIRST_MALS: {UNOBS: 1025, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
QSO_RED: {UNOBS: 3400, MORE_ZGOOD: 3350, MORE_ZWARN: 3300, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 100}
# MWS_DDOGIANTS: {UNOBS: 1450, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
MWS_CLUS_GAL_DEEP: {UNOBS: 1450, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
LOW_MASS_AGN: {UNOBS: 1025, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
FAINT_HPM: SAME_AS_LOW_MASS_AGN
LOW_Z_TIER1: {UNOBS: 80, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
LOW_Z_TIER2: {UNOBS: 70, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
LOW_Z_TIER3: {UNOBS: 60, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
BHB: {UNOBS: 1950, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
SPCV: SAME_AS_LOW_MASS_AGN
DC3R2_GAMA: {UNOBS: 1010, MORE_ZGOOD: 1000, MORE_ZWARN: 1000, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
PSF_OUT_BRIGHT: {UNOBS: 90, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
PSF_OUT_DARK: SAME_AS_PSF_OUT_BRIGHT
HPM_SOUM: SAME_AS_LOW_MASS_AGN
SN_HOSTS: SAME_AS_BHB
GAL_CLUS_BCG: {UNOBS: 1025, MORE_ZGOOD: 1015, MORE_ZWARN: 1015, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
GAL_CLUS_2ND: {UNOBS: 1020, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
GAL_CLUS_SAT: {UNOBS: 1000, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
MWS_FAINT_BLUE: {UNOBS: 50, MORE_ZGOOD: 50, MORE_ZWARN: 50, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
MWS_FAINT_RED: SAME_AS_MWS_FAINT_BLUE
STRONG_LENS: {UNOBS: 4000, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
WISE_VAR_QSO: SAME_AS_QSO_RED
Z5_QSO: SAME_AS_QSO_RED
MWS_RR_LYRAE: {UNOBS: 1950, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
MWS_MAIN_CLUSTER_SV: {UNOBS: 1450, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
BRIGHT_HPM: SAME_AS_STRONG_LENS
WD_BINARIES_BRIGHT: {UNOBS: 1998, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
WD_BINARIES_DARK: {UNOBS: 1998, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
PV_BRIGHT_HIGH: {UNOBS: 1700, MORE_ZGOOD: 1000, MORE_ZWARN: 1000, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
PV_BRIGHT_MEDIUM: {UNOBS: 1010, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
PV_BRIGHT_LOW: {UNOBS: 1005, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
PV_DARK_HIGH: {UNOBS: 1700, MORE_ZGOOD: 1000, MORE_ZWARN: 1000, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
PV_DARK_MEDIUM: {UNOBS: 1010, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
PV_DARK_LOW: {UNOBS: 1005, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
GC_BRIGHT: {UNOBS: 1980, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
GC_DARK: SAME_AS_GC_BRIGHT
DWF_BRIGHT_HI: {UNOBS: 1990, MORE_ZGOOD: 1970, MORE_ZWARN: 1970, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
DWF_BRIGHT_LO: {UNOBS: 1980, MORE_ZGOOD: 1960, MORE_ZWARN: 1960, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
DWF_DARK_HI: SAME_AS_DWF_BRIGHT_HI
DWF_DARK_LO: SAME_AS_DWF_BRIGHT_LO
BRIGHT_TOO_LOP: {UNOBS: 950, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
BRIGHT_TOO_HIP: {UNOBS: 9500, MORE_ZGOOD: 2, MORE_ZWARN: 2, DONE: 2, OBS: 1, DONOTOBSERVE: 0, MORE_MIDZQSO: 0}
DARK_TOO_LOP: SAME_AS_BRIGHT_TOO_LOP
DARK_TOO_HIP: SAME_AS_BRIGHT_TOO_HIP
# ADM INITIAL number of observations (NUMOBS_INIT) for each target bit
# ADM SAME_AS_XXX means to use the NUMOBS_INIT for bitname XXX
# ADM -1 means that the concept of NUMOBS_INIT doesn't apply to this bit
numobs:
# ADM initial number of observations for targets in the main (dark time) survey.
desi_mask:
ELG: 2
LRG: 2
QSO: 4
# ADM different flavors of ELGs.
ELG_LOP: 2
ELG_HIP: 2
ELG_VLO: 2
# ADM don't observe a N/S target if it doesn't have other bits set.
LRG_NORTH: 0
ELG_NORTH: 0
QSO_NORTH: 0
ELG_LOP_NORTH: 0
ELG_VLO_NORTH: 0
LRG_SOUTH: 0
ELG_SOUTH: 0
QSO_SOUTH: 0
ELG_LOP_SOUTH: 0
ELG_VLO_SOUTH: 0
BAD_SKY: 0
#- Standards and sky are treated specially; NUMOBS doesn't apply.
STD_FAINT: -1
STD_WD: -1
SKY: -1
SUPP_SKY: -1
STD_BRIGHT: -1
# STD_FAINT_BEST: -1
# STD_BRIGHT_BEST: -1
NO_TARGET: -1
#- placeholders to show we haven't forgotten these bits, but the
#- exact bits in the other sections define the number of observations.
QSO_HIZ: -1
BRIGHT_OBJECT: -1
IN_BRIGHT_OBJECT: -1
NEAR_BRIGHT_OBJECT: -1
BGS_ANY: -1
MWS_ANY: -1
SCND_ANY: -1
# ADM initial number of observations for targets in the Bright Galaxy Survey.
bgs_mask:
BGS_FAINT: 2
BGS_BRIGHT: 2
BGS_WISE: 2
BGS_FAINT_HIP: 2
# ADM don't observe a N/S target if it doesn't have other bits set.
BGS_FAINT_SOUTH: 0
BGS_FAINT_NORTH: 0
BGS_BRIGHT_SOUTH: 0
BGS_BRIGHT_NORTH: 0
BGS_WISE_SOUTH: 0
BGS_WISE_NORTH: 0
# ADM initial number of observations for targets in the Bright Galaxy Survey.
mws_mask:
MWS_BROAD: 2
MWS_WD: 2
MWS_NEARBY: 2
MWS_BHB: 2
MWS_MAIN_BLUE: 2
MWS_MAIN_RED: 2
MWS_FAINT_BLUE: 2
MWS_FAINT_RED: 2
# ADM don't observe a N/S target if it doesn't have other bits set.
MWS_BROAD_NORTH: 0
MWS_BROAD_SOUTH: 0
MWS_MAIN_BLUE_NORTH: 0
MWS_MAIN_BLUE_SOUTH: 0
MWS_MAIN_RED_NORTH: 0
MWS_MAIN_RED_SOUTH: 0
MWS_FAINT_BLUE_NORTH: 0
MWS_FAINT_BLUE_SOUTH: 0
MWS_FAINT_RED_NORTH: 0
MWS_FAINT_RED_SOUTH: 0
# ADM backup targets.
BACKUP_BRIGHT: 2
BACKUP_GIANT: 2
BACKUP_GIANT_LOP: 2
BACKUP_FAINT: 2
BACKUP_VERY_FAINT: 2
# ADM Standards are special; numobs doesn't apply.
GAIA_STD_FAINT: -1
GAIA_STD_WD: -1
GAIA_STD_BRIGHT: -1
# ADM initial number of observations for secondary targets
scnd_mask:
VETO: 1
UDG: 1
FIRST_MALS: 1
QSO_RED: 4
# MWS_DDOGIANTS: 1
MWS_CLUS_GAL_DEEP: 1
LOW_MASS_AGN: 1
FAINT_HPM: 1
LOW_Z_TIER1: 1
LOW_Z_TIER2: 1
LOW_Z_TIER3: 1
BHB: 1
SPCV: 1
DC3R2_GAMA: 1
PSF_OUT_BRIGHT: 1
PSF_OUT_DARK: 1
HPM_SOUM: 1
SN_HOSTS: 1
GAL_CLUS_BCG: 2
GAL_CLUS_2ND: 1
GAL_CLUS_SAT: 1
MWS_FAINT_BLUE: 2
MWS_FAINT_RED: 2
STRONG_LENS: 1
WISE_VAR_QSO: 4
Z5_QSO: 4
MWS_RR_LYRAE: 1
MWS_MAIN_CLUSTER_SV: 1
BRIGHT_HPM: 1
WD_BINARIES_BRIGHT: 1
WD_BINARIES_DARK: 1
PV_BRIGHT_HIGH: 5
PV_BRIGHT_MEDIUM: 1
PV_BRIGHT_LOW: 1
PV_DARK_HIGH: 5
PV_DARK_MEDIUM: 1
PV_DARK_LOW: 1
BRIGHT_TOO_LOP: 1
BRIGHT_TOO_HIP: 1
DARK_TOO_LOP: 1
DARK_TOO_HIP: 1
GC_BRIGHT: 1
GC_DARK: 1
DWF_BRIGHT_HI: 10
DWF_BRIGHT_LO: 10
DWF_DARK_HI: 10
DWF_DARK_LO: 10