From 63c38fd9915c9017ee428e80e0199238b0def82e Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Tue, 10 Jul 2018 08:54:12 -0500 Subject: [PATCH 001/104] Added a moon phase tidbit --- obztak/scratch/moon_phase.py | 57 ++++++++++++++++++++++++++++++++++++ 1 file changed, 57 insertions(+) create mode 100644 obztak/scratch/moon_phase.py diff --git a/obztak/scratch/moon_phase.py b/obztak/scratch/moon_phase.py new file mode 100644 index 0000000..994a7c2 --- /dev/null +++ b/obztak/scratch/moon_phase.py @@ -0,0 +1,57 @@ +#!/usr/bin/env python +""" +Generic python script. +""" +import sys +from collections import OrderedDict as odict + +import healpy as hp +import numpy as np +import pylab as plt +import numpy.lib.recfunctions as recfns +import fitsio + +import obztak.tactician +from obztak.utils.database import Database + +#BANDS = ['u','g','r','i','z','Y','VR'] +BANDS = ['g','r','i'] + +# COALESCE(qc_teff,'NaN') +query =""" +SELECT id as expnum, date, telra as ra, teldec as dec, exptime, filter, +(CASE WHEN moonangl is NULL THEN 'NaN' ELSE moonangl END) as moonangl, +(CASE WHEN qc_teff is NULL THEN 'NaN' WHEN qc_teff=-1 THEN 'NAN' ELSE qc_teff END) as teff +FROM exposure where +aborted=False and exposed=True and digitized=True and built=True and delivered=True and discard=False +and flavor = 'object' and telra between 0 and 360 and teldec between -90 and 90 +and exptime >= 30 +and filter in (%s) and propid NOT LIKE '%%-9999' +-- and date < current_date - interval '18 months' +ORDER BY id; +"""%(",".join(["'%s'"%b for b in BANDS])) + +print(query) + +db = Database() +db.connect() +data = db.query2recarray(query) + +tac = obztak.tactician.Tactician() + +print("Calculating moon phase...") +phase = [] +for d in data: + tac.set_date(d['date']) + phase.append(tac.moon.phase) + +data = recfns.rec_append_fields(data,'moonphase',phase) + +# Convert to types that fits understands +dtype = data.dtype.descr +dtype[data.dtype.names.index('date')] = ('date','|S32') + +out = np.recarray(len(data),dtype=dtype) +out[:] = data[:] +outfile = 'decam-exposures-moon.fits.gz' +fitsio.write(outfile,out,clobber=True) From fcb3f9abe67bf843f308f584e9cceb11744b0dec Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Tue, 10 Jul 2018 09:10:27 -0500 Subject: [PATCH 002/104] added moon altitude --- obztak/scratch/moon.py | 58 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 58 insertions(+) create mode 100644 obztak/scratch/moon.py diff --git a/obztak/scratch/moon.py b/obztak/scratch/moon.py new file mode 100644 index 0000000..05dbeb8 --- /dev/null +++ b/obztak/scratch/moon.py @@ -0,0 +1,58 @@ +#!/usr/bin/env python +""" +Generic python script. +""" +import sys +from collections import OrderedDict as odict + +import healpy as hp +import numpy as np +import pylab as plt +import numpy.lib.recfunctions as recfns +import fitsio + +import obztak.tactician +from obztak.utils.database import Database + +#BANDS = ['u','g','r','i','z','Y','VR'] +BANDS = ['g','r','i'] + +# COALESCE(qc_teff,'NaN') +query =""" +SELECT id as expnum, date, telra as ra, teldec as dec, exptime, filter, +(CASE WHEN moonangl is NULL THEN 'NaN' ELSE moonangl END) as moonangl, +(CASE WHEN qc_teff is NULL THEN 'NaN' WHEN qc_teff=-1 THEN 'NAN' ELSE qc_teff END) as teff +FROM exposure where +aborted=False and exposed=True and digitized=True and built=True and delivered=True and discard=False +and flavor = 'object' and telra between 0 and 360 and teldec between -90 and 90 +and exptime >= 30 +and filter in (%s) and propid NOT LIKE '%%-9999' +-- and date < current_date - interval '18 months' +ORDER BY id; +"""%(",".join(["'%s'"%b for b in BANDS])) + +print(query) + +db = Database() +db.connect() +data = db.query2recarray(query) + +tac = obztak.tactician.Tactician() + +print("Calculating moon phase and altitude...") +alt,phase = [],[] +for d in data: + tac.set_date(d['date']) + phase.append(tac.moon.phase) + alt.append(tac.moon.alt) +alt = np.degrees(alt) +data = recfns.rec_append_fields(data,['moonphase','moonalt'],[phase,alt]) + +# Convert to types that fits understands +dtype = data.dtype.descr +dtype[data.dtype.names.index('date')] = ('date','|S32') + +out = np.recarray(len(data),dtype=dtype) +out[:] = data[:] +outfile = 'decam-exposures-moon.fits.gz' +fitsio.write(outfile,out,clobber=True) From 2fb6e89b614efb61943a79cb102f0ce95a1760c8 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Tue, 10 Jul 2018 09:11:03 -0500 Subject: [PATCH 003/104] remove moon phase --- obztak/scratch/moon_phase.py | 57 ------------------------------------ 1 file changed, 57 deletions(-) delete mode 100644 obztak/scratch/moon_phase.py diff --git a/obztak/scratch/moon_phase.py b/obztak/scratch/moon_phase.py deleted file mode 100644 index 994a7c2..0000000 --- a/obztak/scratch/moon_phase.py +++ /dev/null @@ -1,57 +0,0 @@ -#!/usr/bin/env python -""" -Generic python script. -""" -import sys -from collections import OrderedDict as odict - -import healpy as hp -import numpy as np -import pylab as plt -import numpy.lib.recfunctions as recfns -import fitsio - -import obztak.tactician -from obztak.utils.database import Database - -#BANDS = ['u','g','r','i','z','Y','VR'] -BANDS = ['g','r','i'] - -# COALESCE(qc_teff,'NaN') -query =""" -SELECT id as expnum, date, telra as ra, teldec as dec, exptime, filter, -(CASE WHEN moonangl is NULL THEN 'NaN' ELSE moonangl END) as moonangl, -(CASE WHEN qc_teff is NULL THEN 'NaN' WHEN qc_teff=-1 THEN 'NAN' ELSE qc_teff END) as teff -FROM exposure where -aborted=False and exposed=True and digitized=True and built=True and delivered=True and discard=False -and flavor = 'object' and telra between 0 and 360 and teldec between -90 and 90 -and exptime >= 30 -and filter in (%s) and propid NOT LIKE '%%-9999' --- and date < current_date - interval '18 months' -ORDER BY id; -"""%(",".join(["'%s'"%b for b in BANDS])) - -print(query) - -db = Database() -db.connect() -data = db.query2recarray(query) - -tac = obztak.tactician.Tactician() - -print("Calculating moon phase...") -phase = [] -for d in data: - tac.set_date(d['date']) - phase.append(tac.moon.phase) - -data = recfns.rec_append_fields(data,'moonphase',phase) - -# Convert to types that fits understands -dtype = data.dtype.descr -dtype[data.dtype.names.index('date')] = ('date','|S32') - -out = np.recarray(len(data),dtype=dtype) -out[:] = data[:] -outfile = 'decam-exposures-moon.fits.gz' -fitsio.write(outfile,out,clobber=True) From 8dc82e18a088dc08294ebcd68fd2218680a63a91 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Tue, 10 Jul 2018 13:29:21 -0500 Subject: [PATCH 004/104] Adding maglites2 module --- obztak/maglites2.py | 300 ++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 300 insertions(+) create mode 100644 obztak/maglites2.py diff --git a/obztak/maglites2.py b/obztak/maglites2.py new file mode 100644 index 0000000..7e6445b --- /dev/null +++ b/obztak/maglites2.py @@ -0,0 +1,300 @@ +#!/usr/bin/env python +""" +Code related to the Magellanic Satellites Survey (MagLiteS). +""" +import os,sys +import logging +import copy +from collections import OrderedDict as odict + +import numpy as np +import fitsio +import ephem + +from obztak.field import FieldArray, SISPI_DICT, SEP +from obztak.survey import Survey +from obztak.scheduler import Scheduler +from obztak.tactician import Tactician + +from obztak.utils import constants +from obztak.utils.constants import SMASH_POLE,CCD_X,CCD_Y,STANDARDS +from obztak.utils.projector import cel2gal, angsep +from obztak.utils.date import datestring, setdefaults +from obztak.utils import fileio + +NAME = 'MagLiteS-II' +PROGRAM = NAME.lower() +PROPID = '2018A-0242' +PROPOSER = 'Bechtol' +BANDS = ['r','i'] +TILINGS = [1,2,3,4] + +class Maglites2Survey(Survey): + """ Survey sublcass for MagLiteS. """ + + # 2018A ACTUAL + nights_2018A = [ + ['2018/07/20', 'full'], + ['2018/07/21', 'full'], + ['2018/07/22', 'full'], + ['2018/07/23', 'full'], + ] + + # 2019A PREDICTED + nights_2019A = [ + ['2019/02/24', 'full'], + ['2019/02/25', 'full'], + ['2019/02/26', 'full'], + ['2019/02/27', 'full'], + ['2019/06/24', 'full'], + ['2019/06/25', 'full'] + ] + + nights = nights_2018A + nights_2019A + + def prepare_fields(self, infile=None, outfile=None, plot=True, **kwargs): + """ Create the list of fields to be targeted by this survey. + + Parameters: + ----------- + infile : File containing all possible field locations. + outfile: Output file of selected fields + plot : Create an output plot of selected fields. + + Returns: + -------- + fields : A FieldArray of the selected fields. + """ + + if infile is None: + #infile = os.path.join(fileio.get_datadir(),'decam-tiles_obstatus.fits') + infile = os.path.join(fileio.get_datadir(),'decam-tiles-bliss.fits.gz') + + # For decals input file + #data['TILEID'] = np.tile(data['TILEID'][data['PASS'] == 1],len(TILINGS)) + + data = fitsio.read(infile) + + # Only take tilings of interest + data = data[np.in1d(data['PASS'],TILINGS)] + + # Number of unique tiles + nhexes = len(np.unique(data['TILEID'])) + ntilings = len(TILINGS) + nbands = len(BANDS) + nfields = nhexes*nbands*ntilings + + assert nfields == len(data)*nbands + + logging.info("Number of hexes: %d"%nhexes) + logging.info("Number of tilings: %d"%ntilings) + logging.info("Number of filters: %d"%nbands) + + fields = FieldArray(nfields) + fields['HEX'] = np.repeat(data['TILEID'],nbands) + fields['TILING'] = np.repeat(data['PASS'],nbands) + fields['PRIORITY'] = fields['TILING'] + fields['FILTER'] = np.tile(BANDS,nhexes*ntilings) + fields['RA'] = np.repeat(data['RA'],nbands) + fields['DEC'] = np.repeat(data['DEC'],nbands) + + # Apply footprint selection after tiling/dither + sel = self.footprint(fields['RA'],fields['DEC']) # NORMAL OPERATION + sel = sel & (fields['DEC'] > constants.SOUTHERN_REACH) + fields = fields[sel] + + logging.info("Number of target fields: %d"%len(fields)) + + if plot: + import pylab as plt + import obztak.utils.ortho + + plt.ion() + + fig, basemap = obztak.utils.ortho.makePlot('2016/2/11 03:00',center=(0,-90),airmass=False,moon=False) + + proj = basemap.proj(fields['RA'],fields['DEC']) + basemap.scatter(*proj, c=fields['TILING'], edgecolor='none', s=50, cmap='Spectral',vmin=0,vmax=ntilings) + colorbar = plt.colorbar(label='Tiling') + + if outfile: + outfig = os.path.splitext(outfile)[0]+'.png' + fig.savefig(outfig,bbox_inches='tight') + if not sys.flags.interactive: + plt.show(block=True) + + if outfile: fields.write(outfile) + + return fields + + @staticmethod + def footprint(ra,dec): + import matplotlib.path + filename = os.path.join(fileio.get_datadir(),'maglitesII-poly.txt') + data = np.genfromtxt(filename,names=['ra','dec','poly']) + paths = [] + ra -= 360 * (ra > 180) + for p in np.unique(data['poly']): + poly = data[data['poly'] == p] + vertices = np.vstack(np.vstack([poly['ra'],poly['dec']])).T + paths.append(matplotlib.path.Path(vertices)) + sel = np.sum([p.contains_points(np.vstack([ra,dec]).T) for p in paths],axis=0) > 0 + return sel + + @staticmethod + def footprintBridge(ra, dec): + """ + Special selection for pointings near the SMC Northern Overdensity (SMCNOD) + """ + sel = (ra > 30.) & (ra < 60.) & (dec < -65.) + return sel + +class Maglites2FieldArray(FieldArray): + PROGRAM = PROGRAM + PROPID = PROPID + PROPOSER = PROPOSER + + SISPI_DICT = copy.deepcopy(SISPI_DICT) + SISPI_DICT["program"] = PROGRAM + SISPI_DICT["propid"] = PROPID + SISPI_DICT["proposer"] = PROPOSER + + OBJECT_FMT = NAME.upper() + ' field'+SEP+' %s' + SEQID_FMT = NAME.upper() + ' scheduled'+SEP+' %(DATE)s' + BANDS = BANDS + + @classmethod + def query(cls, **kwargs): + """ Generate the database query. + + Parameters: + ----------- + kwargs : Keyword arguments to fill the query. + + Returns: + -------- + query : The query string. + """ + defaults = dict(propid=cls.SISPI_DICT['propid'], limit='', + object_fmt = cls.OBJECT_FMT%'') + kwargs = setdefaults(kwargs,copy.deepcopy(defaults)) + + query =""" + SELECT object, seqid, seqnum, telra as RA, teldec as dec, + expTime, filter, + to_char(to_timestamp(utc_beg), 'YYYY/MM/DD HH24:MI:SS.MS') AS DATE, + COALESCE(airmass,-1) as AIRMASS, COALESCE(moonangl,-1) as MOONANGLE, + COALESCE(ha, -1) as HOURANGLE, COALESCE(slewangl,-1) as SLEW + FROM exposure where propid = '%(propid)s' and exptime > 89 + and discard = False and delivered = True and flavor = 'object' + and object like '%(object_fmt)s%%' + -- Discard exposures with teff < 0.1 + --and not (qc_teff < 0.1 and date < '2017/01/01') + ORDER BY utc_beg %(limit)s + """%kwargs + return query + + +class Maglites2Scheduler(Scheduler): + _defaults = odict(Scheduler._defaults.items() + [ + ('tactician','coverage'), + ('windows',os.path.join(fileio.get_datadir(),"maglites2-windows.csv")), + ('targets',os.path.join(fileio.get_datadir(),"maglites2-target-fields.csv")), + ]) + + FieldType = Maglites2FieldArray + + +class Maglites2Tactician(Tactician): + CONDITIONS = odict([ + (None, [1.0, 2.0]), + ('maglites2', [1.0, 2.0]), + ]) + + def __init__(self, *args, **kwargs): + super(Maglites2Tactician,self).__init__(*args,**kwargs) + self.mode = kwargs.get('mode',None) + + @property + def weight(self): + airmass = self.airmass + moon_angle = self.moon_angle + + sel = self.viable_fields + weight = np.zeros(len(sel)) + + # Moon angle constraints + moon_limit = 30. + sel &= (moon_angle > moon_limit) + + # Moon band constraints + if (self.moon.phase >= 80) and (self.moon.alt > 0.0): + # Moon is very bright; only do i + sel &= (np.char.count('i',self.fields['FILTER']) > 0) + # Allow i,z but prefer z + #sel &= (np.char.count('iz',self.fields['FILTER']) > 0) + #weight += 1e2 * (np.char.count('i',self.fields['FILTER']) > 0) + elif (self.moon.phase >= 45) and (self.moon.alt > 0.0): + # Moon is more than half full; do i,z + sel &= (np.char.count('ri',self.fields['FILTER']) > 0) + else: + # Moon is faint or down; do g,r (unless none available) + sel &= (np.char.count('r',self.fields['FILTER']) > 0) + #weight += 1e8 * (np.char.count('iz',self.fields['FILTER']) > 0) + + # Airmass cut + airmass_min, airmass_max = self.CONDITIONS[self.mode] + sel &= ((airmass > airmass_min) & (airmass < airmass_max)) + + # Set the weights for each field. Lower weight means more favorable. + + # Higher weight for rising fields (higher hour angle) + # HA [min,max] = [-53,54] (for airmass 1.4) + #weight += 5.0 * self.hour_angle + weight += 1.0 * self.hour_angle + #weight += 0.1 * self.hour_angle + + # Higher weight for larger slews + # slew = 10 deg -> weight = 1e2 + weight += self.slew**2 + #weight += self.slew + #weight += 1e3 * self.slew + + # Higher weight for higher airmass + # airmass = 1.4 -> weight = 6.4 + weight += 100. * (airmass - 1.)**3 + + # Higher weight for fields close to the moon (when up) + # angle = 50 -> weight = 6.4 + if (self.moon.alt > -0.04): + #weight += 100 * (35./moon_angle)**3 + #weight += 10 * (35./moon_angle)**3 + weight += 1 * (35./moon_angle)**3 + + # Try hard to do the first tiling + weight += 1e6 * (self.fields['TILING'] - 1) + + # Set infinite weight to all disallowed fields + weight[~sel] = np.inf + + return weight + + def select_index(self): + weight = self.weight + index = np.array([np.argmin(weight)],dtype=int) + if np.any(~np.isfinite(weight[index])): + #if True: + msg = "Infinite weight selected" + print(msg) + import obztak.utils.ortho, pylab as plt + airmass_min, airmass_max = self.CONDITIONS[self.mode] + bmap = obztak.utils.ortho.plotFields(self.completed_fields[-1],self.fields,self.completed_fields,options_basemap=dict(airmass=airmass_max)) + import pdb; pdb.set_trace() + raise ValueError(msg) + + return index + +if __name__ == "__main__": + import argparse + parser = argparse.ArgumentParser(description=__doc__) + args = parser.parse_args() From 6da55a9cdf87fac947e5e591e9578810613b3e99 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 20 Jul 2018 19:49:39 -0400 Subject: [PATCH 005/104] Added verbosity --- bin/schedule_field | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/bin/schedule_field b/bin/schedule_field index 1633c9b..3a1746c 100755 --- a/bin/schedule_field +++ b/bin/schedule_field @@ -8,6 +8,7 @@ import logging from obztak import get_survey from obztak.scheduler import Scheduler from obztak.factory import scheduler_factory +from obztak.utils.date import datestring def main(): parser = Scheduler.parser() @@ -21,6 +22,10 @@ def main(): logging.info("Scheduling field for survey: '%s'"%get_survey()) date = ephem.Date(args.utc_start) if args.utc_start else ephem.now() + datestr = datestring(date,0) + + logging.info("Start Time (UTC): %s"%(datestr)) + #scheduler = Scheduler(args.fields,None,None) scheduler = scheduler_factory(target_fields=args.fields) field = scheduler.schedule_field(args.hex,args.tiling,band=args.band,date=date,plot=args.plot) @@ -33,6 +38,7 @@ def main(): outfile = '%s_'%field['ID'][0] outfile += '%4d%02d%02d_%02d:%02d:%02d.json'%date.tuple() + logging.info("Writing %s..."%(outfile)) field.write(outfile) if __name__ == "__main__": From 53b45e226a73f31995a118f3c8f2a243ff79bd8e Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 20 Jul 2018 19:55:12 -0400 Subject: [PATCH 006/104] ignore tests --- .gitignore | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/.gitignore b/.gitignore index 30653e2..2eef738 100644 --- a/.gitignore +++ b/.gitignore @@ -9,6 +9,10 @@ build/ dist/ +### Tests +field_test.json +chunk_test.json + ### Latex *.fls *.aux From bb6398881556cf092c33f28a6d32aec6ea4726f7 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 20 Jul 2018 19:56:03 -0400 Subject: [PATCH 007/104] ang2disc --- obztak/utils/projector.py | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/obztak/utils/projector.py b/obztak/utils/projector.py index 2b970d6..ef9b24a 100644 --- a/obztak/utils/projector.py +++ b/obztak/utils/projector.py @@ -415,3 +415,10 @@ def hpx_gal2cel(galhpx): glon,glat = cel2gal(ra,dec) return galhpx[ang2pix(nside,glon,glat)] + +def ang2disc(nside, lon, lat, radius, inclusive=False, fact=4, nest=False): + """ + Wrap `query_disc` to use lon, lat, and radius in degrees. + """ + vec = ang2vec(lon,lat) + return hp.query_disc(nside,vec,radius,inclusive,fact,nest) From e47e8e6411c88b06b95822c082469883c0ae8c17 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 20 Jul 2018 19:56:39 -0400 Subject: [PATCH 008/104] temporary use of db-ctio while db-fnal down --- obztak/utils/database.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/obztak/utils/database.py b/obztak/utils/database.py index 6b20933..1f947c3 100644 --- a/obztak/utils/database.py +++ b/obztak/utils/database.py @@ -32,7 +32,9 @@ def parse_dbname(self, dbname): if hostname in ('observer2.ctio.noao.edu','observer3.ctio.noao.edu'): return 'db-ctio' else: - return 'db-fnal' + # REMEMBER TO RESET AFTER POWER OUTAGE + return 'db-ctio' + #return 'db-fnal' return dbname def parse_config(self, filename=None, section='db-fnal'): From 61209e4fa7e611f7189c62f408330dceb048d858 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 20 Jul 2018 19:57:05 -0400 Subject: [PATCH 009/104] remove vestigial comments --- obztak/tactician.py | 150 -------------------------------------------- 1 file changed, 150 deletions(-) diff --git a/obztak/tactician.py b/obztak/tactician.py index 2dee267..9ca5c9b 100644 --- a/obztak/tactician.py +++ b/obztak/tactician.py @@ -390,153 +390,3 @@ def select_index(self): import argparse parser = argparse.ArgumentParser(description=__doc__) args = parser.parse_args() - - - -# if mode == 'airmass': -# airmass_effective = copy.copy(airmass) -# # Do not observe fields that are unavailable -# airmass_effective[np.logical_not(cut)] = np.inf -# # Priorize coverage over multiple tilings -# airmass_effective += self.target_fields['TILING'] -# index_select = np.argmin(airmass_effective) -# elif mode == 'ra': -# # Different selection -# #ra_effective = copy.copy(self.target_fields['RA']) -# ra_effective = copy.copy(self.target_fields['RA']) - ra_zenith -# ra_effective[ra_effective > 180.] = ra_effective[ra_effective > 180.] - 360. -# ra_effective[np.logical_not(cut)] = np.inf -# ra_effective += 360. * self.target_fields['TILING'] -# index_select = np.argmin(ra_effective) -# elif mode == 'slew': -# #ra_effective = copy.copy(self.target_fields['RA']) -# ra_effective = copy.copy(self.target_fields['RA']) - ra_zenith -# ra_effective[ra_effective > 180.] = ra_effective[ra_effective > 180.] - 360. -# ra_effective[np.logical_not(cut)] = np.inf -# ra_effective += 360. * self.target_fields['TILING'] -# ra_effective += slew**2 -# #ra_effective += 2. * slew -# index_select = np.argmin(ra_effective) -# elif mode == 'balance': -# """ -# ra_effective = copy.copy(self.target_fields['RA']) - ra_zenith -# ra_effective[ra_effective > 180.] = ra_effective[ra_effective > 180.] - 360. -# ra_effective[np.logical_not(cut)] = np.inf -# ra_effective += 360. * self.target_fields['TILING'] -# #ra_effective += 720. * self.target_fields['TILING'] -# ra_effective += slew**2 -# ra_effective += 100. * (airmass - 1.)**3 -# weight = ra_effective -# index_select = np.argmin(weight) -# weight = hour_angle_degree -# """ -# weight = copy.copy(hour_angle_degree) -# weight[np.logical_not(cut)] = np.inf -# weight += 3. * 360. * self.target_fields['TILING'] -# weight += slew**3 # slew**2 -# weight += 100. * (airmass - 1.)**3 -# index_select = np.argmin(weight) -# elif mode == 'balance2': -# weight = copy.copy(hour_angle_degree) -# weight[np.logical_not(cut)] = np.inf -# weight += 360. * self.target_fields['TILING'] -# weight += slew_ra**2 -# weight += slew_dec -# weight += 100. * (airmass - 1.)**3 -# index_select = np.argmin(weight) -# elif mode == 'balance3': -# logging.debug("Slew: %s"%slew) -# weight = copy.copy(hour_angle_degree) -# weight[np.logical_not(cut)] = np.inf -# weight += 3. * 360. * self.target_fields['TILING'] -# """ -# x_slew, y_slew = zip(*[[0., 0.], -# [2.5, 10.], -# [5., 30.], -# [10., 150.], -# [20., 250.], -# [50., 500.], -# [180., 5000.]]) -# """ -# x_slew, y_slew = zip(*[[0., 0.], -# [2.5, 10.], -# [5., 30.], -# [10., 500.], # -# [20., 1000.], # 500 -# [50., 5000.], # 1000 -# [180., 5000.]]) -# weight += np.interp(slew, x_slew, y_slew, left=np.inf, right=np.inf) -# weight += 100. * (airmass - 1.)**3 -# index_select = np.argmin(weight) -# elif mode == 'airmass2': -# weight = 200. * (airmass - airmass_next) -# weight[np.logical_not(cut)] = np.inf -# weight += 360. * self.target_fields['TILING'] -# weight += 100. * (airmass - 1.)**3 -# weight += slew**2 -# index_select = np.argmin(weight) -# elif mode in ('coverage','good'): -# weight = copy.copy(hour_angle_degree) -# #weight[np.logical_not(cut)] = 9999. -# weight[np.logical_not(cut)] = np.inf -# weight += 6. * 360. * self.target_fields['TILING'] # Was 6, 60 -# weight += slew**3 # slew**2 -# weight += 100. * (airmass - 1.)**3 -# index_select = np.argmin(weight) -# elif mode == 'coverage2': -# weight = copy.copy(hour_angle_degree) -# weight *= 2. -# weight[np.logical_not(cut)] = np.inf -# weight += 6. * 360. * self.target_fields['TILING'] -# weight += slew**3 # slew**2 -# weight += 100. * (airmass - 1.)**3 -# index_select = np.argmin(weight) -# elif mode == 'coverage3': -# weight = copy.copy(hour_angle_degree) -# weight *= 0.5 -# weight[np.logical_not(cut)] = np.inf -# weight += 6. * 360. * self.target_fields['TILING'] -# weight += slew**3 # slew**2 -# weight += 100. * (airmass - 1.)**3 -# index_select = np.argmin(weight) -# elif mode == 'lowairmass': -# weight = 2.0 * copy.copy(hour_angle_degree) -# #if len(self.scheduled_fields) == 0: -# # weight += 200. * obztak.utils.projector.angsep(self.target_fields['RA'], -# # self.target_fields['DEC'], -# # 90., -70.) -# weight[np.logical_not(cut)] = np.inf -# weight += 3. * 360. * self.target_fields['TILING'] -# weight += slew**3 # slew**2 -# #weight += 2000. * (airmass - 1.)**3 # 200 -# weight += 5000. * (airmass > 1.5) -# index_select = np.argmin(weight) -# -# """ -# weight = copy.copy(hour_angle_degree) -# weight[np.logical_not(cut)] = np.inf -# weight += 3. * 360. * self.target_fields['TILING'] -# weight += slew**3 # slew**2 -# weight += 1000. * (airmass - 1.)**3 -# index_select = np.argmin(weight) -# """ -# elif mode in CONDITIONS.keys(): -# weight = 2.0 * copy.copy(hour_angle_degree) -# weight[np.logical_not(cut)] = np.inf -# weight += 3. * 360. * self.target_fields['TILING'] -# weight += slew**3 -# airmass_min, airmass_max = CONDITIONS[mode] -# airmass_sel = ((airmass < airmass_min) | (airmass > airmass_max)) -# # ADW: This should probably also be in there -# weight += 100. * (airmass - 1.)**3 -# weight += 5000. * airmass_sel -# index_select = np.argmin(weight) -# elif mode == 'smcnod': -# weight = 10000. * np.logical_not(np.in1d(self.target_fields['HEX'], obztak.utils.constants.HEX_SMCNOD)).astype(float) -# weight[np.logical_not(cut)] = np.inf -# weight += 360. * self.target_fields['TILING'] -# weight += slew -# index_select = np.argmin(weight) -# else: -# msg = "Unrecognized mode: %s"%mode -# raise Exception(msg) From d81e2d09ecd354de5de29e7dc6c385ca8e69177c Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 20 Jul 2018 19:58:18 -0400 Subject: [PATCH 010/104] only allow known dithers --- obztak/survey.py | 28 ++++++++++++++++++++++++++++ 1 file changed, 28 insertions(+) diff --git a/obztak/survey.py b/obztak/survey.py index 906d338..59288c2 100644 --- a/obztak/survey.py +++ b/obztak/survey.py @@ -140,6 +140,10 @@ def dither(ra,dec,dx,dy): TILINGS = [(0., 0.),(8/3.*CCD_X, -11/3.*CCD_Y), (8/3.*CCD_X, 8/3.*CCD_Y),(-8/3.*CCD_X, 0.)] dither = self.decam_dither + else: + msg = "Unrecognized dither mode: %s"%mode + raise ValueError(msg) + logging.info("Dither mode: %s"%mode.lower()) if infile is None: infile = os.path.join(fileio.get_datadir(),'smash_fields_alltiles.txt') @@ -223,6 +227,17 @@ def survey_prepare(self, args): return self.prepare_fields(infile=infile,outfile=args.fields,plot=args.plot,smcnod=args.smcnod) + def coverage(self, ra, dec, nside=1024): + import healpy as hp + from obztak.utils.projector import ang2vec + vec = ang2vec(ra,dec) + m = np.zeros(hp.nside2npix(nside)) + rad = np.radians(1.1) # DECam size + pixels = [hp.query_disc(nside,v,rad,inclusive=False,fact=4,nest=False) for v in vec] + pix,cts = np.unique(pixels,return_counts=True) + m[pix] = cts + return m + @staticmethod def footprint(ra,dec): """" Dummy footprint selection. @@ -240,6 +255,11 @@ def footprint(ra,dec): sel = np.ones(len(ra),dtype=bool) return sel + @staticmethod + def no_dither(ra,dec,dx,dy): + """Non-op""" + return ra,dec + @staticmethod def smash_dither(ra,dec,dx,dy): """Convert to SMASH coordinates, then dither, and convert back. @@ -358,6 +378,7 @@ def coord_rotate(ra,dec,dx,dy): # Rotate back to the original frame (keeping the R2 shift) return R1.rotate(ra2,dec2,invert=True) + @staticmethod def decals_rotate(ra,dec,dx,dy): """Perform a Euler angle rotation of the celesitial coordinates and @@ -365,6 +386,13 @@ def decals_rotate(ra,dec,dx,dy): coordinate system. dx,dy specify the Z and Y Euler rotation angles in decimal degrees, respectively. + It seems that the origin 3 rotation angles used for DECaLS in + 'decam-tiles_obstatus.fits' were: + dx,dy = (0.0,0.0), (-0.2917, 0.0833), and (-0.5861, 0.1333) + + For a 4th rotation, I've used + dx,dy = (-0.8805,0.1833) + Parameters: ----------- ra : Input right ascension From 2e3dc41e4603b8baab806aefc075009883bf1efb Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 20 Jul 2018 20:00:15 -0400 Subject: [PATCH 011/104] use skymap for plotting --- obztak/scratch/coverage.py | 41 +++++++++++++++++++++++++++++--------- 1 file changed, 32 insertions(+), 9 deletions(-) diff --git a/obztak/scratch/coverage.py b/obztak/scratch/coverage.py index c3049c6..c50c3b4 100644 --- a/obztak/scratch/coverage.py +++ b/obztak/scratch/coverage.py @@ -10,14 +10,18 @@ import pylab as plt from obztak.utils.database import Database -from obztak.utils.ortho import DECamBasemap, DECamMcBride from obztak.utils.constants import COLORS +from obztak.utils.ortho import DECamBasemap, DECamMcBride +from skymap.survey import MaglitesSkymap NSIDE = 1024 # resolution DECAM = 1.1 # DECam radius BANDS = ['u','g','r','i','z','Y','VR'] #BANDS = ['VR'] +#SkymapCls,suffix = DECamMcBride,'_mbt' +SkymapCls,suffix = MaglitesSkymap,'_ort' + # COALESCE(qc_teff,'NaN') query =""" SELECT id as expnum, telra as ra, teldec as dec, exptime, filter, @@ -27,6 +31,8 @@ and flavor = 'object' and telra between 0 and 360 and teldec between -90 and 90 and exptime >= 30 and filter in (%s) and propid NOT LIKE '%%-9999' +and propid = '2018A-0386' +-- and date < current_date - interval '18 months' ORDER BY id; """%(",".join(["'%s'"%b for b in BANDS])) @@ -48,6 +54,7 @@ nan = np.isnan(exp['teff']) median = np.median(exp[~nan]['teff']) print "Median teff for %s-band: %s"%(b,median) + if not nan.sum(): continue # Set the teff to a random value from the distribution idx = np.random.randint(len(nan)-nan.sum(),size=nan.sum()) @@ -93,14 +100,18 @@ def ang2disc(nside, lon, lat, radius, inclusive=False, fact=4, nest=False): outbase = "decam_sum_expmap_%s_n%s" label = r'$\log_{10} \sum(t_{\rm eff} t_{\rm exp})$' for band,sky in sum_skymaps.items(): + if not sky.sum(): + print ("No exposures found in %s band; skipping..."%band) + continue + outfile = outbase%(band,NSIDE)+'.fits.gz' title = '%s-band'%band print "Writing %s..."%outfile hp.write_map(outfile,sky) - outfile = outbase%(band,NSIDE)+'_mbt.png' + outfile = outbase%(band,NSIDE)+suffix+'.png' print "Writing %s..."%outfile - bmap = DECamMcBride(); bmap.draw_des() + bmap = SkymapCls(); bmap.draw_des() bmap.draw_hpxmap(np.log10(sky)); plt.colorbar(label=label,**cbar_kwargs) plt.title(title) @@ -127,14 +138,18 @@ def ang2disc(nside, lon, lat, radius, inclusive=False, fact=4, nest=False): outbase = "decam_max_expmap_%s_n%s" label = r'$\log_{10} (\max(t_{\rm eff} t_{\rm exp})$' for band,sky in max_skymaps.items(): + if not sky.sum(): + print ("No exposures found in %s band; skipping..."%band) + continue + outfile = outbase%(band,NSIDE)+'.fits.gz' title = '%s-band'%band print "Writing %s..."%outfile hp.write_map(outfile,sky) - outfile = outbase%(band,NSIDE)+'_mbt.png' + outfile = outbase%(band,NSIDE)+suffix+'.png' print "Writing %s..."%outfile - bmap = DECamMcBride(); bmap.draw_des() + bmap = SkymapCls(); bmap.draw_des() bmap.draw_hpxmap(np.log10(sky)); plt.colorbar(label=label,**cbar_kwargs) plt.title(title); @@ -161,15 +176,19 @@ def ang2disc(nside, lon, lat, radius, inclusive=False, fact=4, nest=False): outbase = "decam_sum_90s_%s_n%s" label = r'$\sum(t_{\rm eff} t_{\rm exp}) > 90$' for band,sky in sum_skymaps.items(): + if not sky.sum(): + print ("No exposures found in %s band; skipping..."%band) + continue + sky = (sky > 90) outfile = outbase%(band,NSIDE)+'.fits.gz' title = '%s-band'%band print "Writing %s..."%outfile hp.write_map(outfile,sky,dtype=bool) - outfile = outbase%(band,NSIDE)+'_mbt.png' + outfile = outbase%(band,NSIDE)+suffix+'.png' print "Writing %s..."%outfile - bmap = DECamMcBride(); bmap.draw_des() + bmap = SkymapCls(); bmap.draw_des() bmap.draw_hpxmap(np.log10(sky)); plt.title(title) plt.savefig(outfile,bbox_inches='tight') @@ -188,15 +207,19 @@ def ang2disc(nside, lon, lat, radius, inclusive=False, fact=4, nest=False): outbase = "decam_max_60s_%s_n%s" label = r'$\max(t_{\rm eff} t_{\rm exp}) > 60$' for band,sky in max_skymaps.items(): + if not sky.sum(): + print ("No exposures found in %s band; skipping..."%band) + continue + sky = (sky > 60) outfile = outbase%(band,NSIDE)+'.fits.gz' title = '%s-band'%band print "Writing %s..."%outfile hp.write_map(outfile,sky,dtype=bool) - outfile = outbase%(band,NSIDE)+'_mbt.png' + outfile = outbase%(band,NSIDE)+suffix+'.png' print "Writing %s..."%outfile - bmap = DECamMcBride(); bmap.draw_des() + bmap = SkymapCls(); bmap.draw_des() bmap.draw_hpxmap(np.log10(sky)); plt.title(title) plt.savefig(outfile,bbox_inches='tight') From 4489060f4d2edb140e3f4570d606fde4d60b5f75 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 20 Jul 2018 20:14:33 -0400 Subject: [PATCH 012/104] raise exception for negative RAs --- obztak/survey.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/obztak/survey.py b/obztak/survey.py index 59288c2..d361b4e 100644 --- a/obztak/survey.py +++ b/obztak/survey.py @@ -224,7 +224,9 @@ def survey_prepare(self, args): windows = self.prepare_windows(self.nights, outfile=args.windows, standards=args.standards) #infile = os.path.join(fileio.get_datadir(),'smash_fields_alltiles.txt') infile = None # Use survey default - return self.prepare_fields(infile=infile,outfile=args.fields,plot=args.plot,smcnod=args.smcnod) + fields = self.prepare_fields(infile=infile,outfile=args.fields,plot=args.plot,smcnod=args.smcnod) + if np.any(fields['RA'] < 0): raise ValueError("All RA must be positive.") + return fields def coverage(self, ra, dec, nside=1024): From 12da5be4512383d0eac85940dfd8925a5d29d361 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 20 Jul 2018 20:15:43 -0400 Subject: [PATCH 013/104] tweaks to future nights; positive RAs; different scheduler modes; prep for r5 --- obztak/maglites2.py | 68 ++++++++++++++++++++++++++++++--------------- 1 file changed, 46 insertions(+), 22 deletions(-) diff --git a/obztak/maglites2.py b/obztak/maglites2.py index 7e6445b..91de80a 100644 --- a/obztak/maglites2.py +++ b/obztak/maglites2.py @@ -42,12 +42,12 @@ class Maglites2Survey(Survey): # 2019A PREDICTED nights_2019A = [ + ['2019/02/23', 'full'], ['2019/02/24', 'full'], ['2019/02/25', 'full'], ['2019/02/26', 'full'], - ['2019/02/27', 'full'], - ['2019/06/24', 'full'], - ['2019/06/25', 'full'] + ['2019/06/22', 'full'], + ['2019/06/23', 'full'] ] nights = nights_2018A + nights_2019A @@ -93,7 +93,7 @@ def prepare_fields(self, infile=None, outfile=None, plot=True, **kwargs): fields = FieldArray(nfields) fields['HEX'] = np.repeat(data['TILEID'],nbands) fields['TILING'] = np.repeat(data['PASS'],nbands) - fields['PRIORITY'] = fields['TILING'] + fields['FILTER'] = np.tile(BANDS,nhexes*ntilings) fields['RA'] = np.repeat(data['RA'],nbands) fields['DEC'] = np.repeat(data['DEC'],nbands) @@ -103,6 +103,14 @@ def prepare_fields(self, infile=None, outfile=None, plot=True, **kwargs): sel = sel & (fields['DEC'] > constants.SOUTHERN_REACH) fields = fields[sel] + # Prioritize fields at high declination + fields['PRIORITY'][fields['TILING'] == 2] = 2 + fields['PRIORITY'][fields['TILING'] == 3] = 3 + fields['PRIORITY'][fields['TILING'] == 1] = 4 + fields['PRIORITY'][fields['TILING'] == 4] = 5 + #fields['PRIORITY'] = fields['TILING'] + 1 + fields['PRIORITY'][(fields['DEC'] < -72) & (fields['TILING'] == 2)] -= 1 + logging.info("Number of target fields: %d"%len(fields)) if plot: @@ -123,13 +131,16 @@ def prepare_fields(self, infile=None, outfile=None, plot=True, **kwargs): if not sys.flags.interactive: plt.show(block=True) - if outfile: fields.write(outfile) + if outfile: + logging.info("Writing %s..."%outfile) + fields.write(outfile) return fields @staticmethod def footprint(ra,dec): import matplotlib.path + ra,dec = np.copy(ra), np.copy(dec) filename = os.path.join(fileio.get_datadir(),'maglitesII-poly.txt') data = np.genfromtxt(filename,names=['ra','dec','poly']) paths = [] @@ -209,11 +220,14 @@ class Maglites2Tactician(Tactician): CONDITIONS = odict([ (None, [1.0, 2.0]), ('maglites2', [1.0, 2.0]), + ('split', [1.0, 2.0]), + ('alt', [1.0, 2.0]), ]) def __init__(self, *args, **kwargs): super(Maglites2Tactician,self).__init__(*args,**kwargs) self.mode = kwargs.get('mode',None) + self.mode = 'alt' @property def weight(self): @@ -227,20 +241,30 @@ def weight(self): moon_limit = 30. sel &= (moon_angle > moon_limit) - # Moon band constraints - if (self.moon.phase >= 80) and (self.moon.alt > 0.0): - # Moon is very bright; only do i - sel &= (np.char.count('i',self.fields['FILTER']) > 0) - # Allow i,z but prefer z - #sel &= (np.char.count('iz',self.fields['FILTER']) > 0) - #weight += 1e2 * (np.char.count('i',self.fields['FILTER']) > 0) - elif (self.moon.phase >= 45) and (self.moon.alt > 0.0): - # Moon is more than half full; do i,z - sel &= (np.char.count('ri',self.fields['FILTER']) > 0) + if self.mode == 'alt' or self.mode is None: + # Moon band constraints (alt = 0.175 rad = 10 deg) + if (self.moon.phase >= 80) and (self.moon.alt > 0.175): + # Moon is very bright; only do i + sel &= (np.char.count('i',self.fields['FILTER']) > 0) + # Allow i,z but prefer z + #sel &= (np.char.count('iz',self.fields['FILTER']) > 0) + #weight += 1e2 * (np.char.count('i',self.fields['FILTER']) > 0) + elif (self.moon.phase >= 45) and (self.moon.alt > 0.175): + # Moon is more than half full; do i,z + sel &= (np.char.count('ri',self.fields['FILTER']) > 0) + else: + # Moon is faint or down; do g,r (unless none available) + sel &= (np.char.count('r',self.fields['FILTER']) > 0) + #weight += 1e8 * (np.char.count('iz',self.fields['FILTER']) > 0) + elif self.mode == 'split': + # Moon band constraints (alt = 0.175 rad = 10 deg) + if (self.moon.phase >= 79): + # Moon is very bright; only do i + sel &= (np.char.count('i',self.fields['FILTER']) > 0) + else: + sel &= (np.char.count('r',self.fields['FILTER']) > 0) else: - # Moon is faint or down; do g,r (unless none available) - sel &= (np.char.count('r',self.fields['FILTER']) > 0) - #weight += 1e8 * (np.char.count('iz',self.fields['FILTER']) > 0) + raise ValueError("Unrecognized mode: %s"%self.mode) # Airmass cut airmass_min, airmass_max = self.CONDITIONS[self.mode] @@ -250,8 +274,8 @@ def weight(self): # Higher weight for rising fields (higher hour angle) # HA [min,max] = [-53,54] (for airmass 1.4) - #weight += 5.0 * self.hour_angle - weight += 1.0 * self.hour_angle + weight += 5.0 * self.hour_angle + #weight += 1.0 * self.hour_angle #weight += 0.1 * self.hour_angle # Higher weight for larger slews @@ -271,8 +295,8 @@ def weight(self): #weight += 10 * (35./moon_angle)**3 weight += 1 * (35./moon_angle)**3 - # Try hard to do the first tiling - weight += 1e6 * (self.fields['TILING'] - 1) + ## Try hard to do high priority fields + weight += 1e3 * (self.fields['PRIORITY'] - 1) # Set infinite weight to all disallowed fields weight[~sel] = np.inf From 741a27e89da075675ff26d291f919e0d2893e5ca Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 20 Jul 2018 20:16:17 -0400 Subject: [PATCH 014/104] comment out query hack --- obztak/maglites.py | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/obztak/maglites.py b/obztak/maglites.py index f1457aa..0f0a59b 100644 --- a/obztak/maglites.py +++ b/obztak/maglites.py @@ -234,15 +234,15 @@ def query(cls, **kwargs): and object like '%(object_fmt)s%%' -- Discard exposures with teff < 0.1 --and not (qc_teff < 0.1 and date < '2017/01/01') - and - ( - -- All exposures from tonight - (date > '2017/06/20 18:00:00') - -- Or pass teff cut or NULL from past nights - or ((qc_teff is NULL or qc_teff > 0.1) and date < '2017/06/20 18:00:00') - -- Or teff = 0 from February - or (qc_teff = 0 and date < '2017/03/01' and date > '2017/02/01') - ) + -- Final observing push + --and ( + -- -- All exposures from tonight + -- (date > '2017/06/20 18:00:00') + -- -- Or pass teff cut or NULL from past nights + -- or ((qc_teff is NULL or qc_teff > 0.1) and date < '2017/06/20 18:00:00') + -- -- Or teff = 0 from February + -- or (qc_teff = 0 and date < '2017/03/01' and date > '2017/02/01') + --) ORDER BY utc_beg %(limit)s """%kwargs return query From 20bf472ccd4a5f2a83e8207e9de9a5e8a5054fe4 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 20 Jul 2018 20:16:37 -0400 Subject: [PATCH 015/104] add maglites2 to factories --- obztak/factory.py | 14 ++++++++++---- 1 file changed, 10 insertions(+), 4 deletions(-) diff --git a/obztak/factory.py b/obztak/factory.py index f5765ab..e9c293b 100644 --- a/obztak/factory.py +++ b/obztak/factory.py @@ -15,6 +15,7 @@ ('obztak','Survey'), ('maglites','MaglitesSurvey'), ('bliss','BlissSurvey'), + ('maglites2','Maglites2Survey'), ]) SCHEDULERS = odict([ @@ -22,6 +23,7 @@ ('obztak','Scheduler'), ('maglites','MaglitesScheduler'), ('bliss','BlissScheduler'), + ('maglites2','Maglites2Scheduler'), ]) FIELDS = odict([ @@ -29,6 +31,7 @@ ('obztak','FieldArray'), ('maglites','MaglitesFieldArray'), ('bliss','BlissFieldArray'), + ('maglites2','Maglites2FieldArray'), ]) TACTICIANS = odict([ @@ -44,6 +47,7 @@ ('maglites','ConditionTactician'), ('complete','ConditionTactician'), ('bliss','BlissTactician'), + ('maglites2','Maglites2Tactician'), ]) def factory(cls, modules=None, **kwargs): @@ -81,19 +85,21 @@ def fn(member): return members[lower](**kwargs) def scheduler_factory(cls=None, **kwargs): - modules = ['obztak.scheduler','obztak.maglites','obztak.bliss'] + modules = ['obztak.scheduler','obztak.maglites','obztak.bliss','obztak.maglites2'] if cls is None: cls = get_survey() cls = SCHEDULERS.get(cls,cls) return factory(cls, modules=modules, **kwargs) def survey_factory(cls=None, **kwargs): - modules = ['obztak.survey','obztak.maglites','obztak.bliss'] + modules = ['obztak.survey','obztak.maglites','obztak.bliss','obztak.maglites2'] if cls is None: cls = get_survey() cls = SURVEYS.get(cls,cls) return factory(cls, modules=modules, **kwargs) def field_factory(cls=None, **kwargs): - modules = ['obztak.field','obztak.maglites','obztak.bliss'] + """Create a field array + """ + modules = ['obztak.field','obztak.maglites','obztak.bliss','obztak.maglites2'] if cls is None: cls = get_survey() cls = FIELDS.get(cls,cls) return factory(cls, modules=modules, **kwargs) @@ -109,7 +115,7 @@ def tactician_factory(cls=None, **kwargs): -------- tac : The Tactician """ - modules = ['obztak.tactician','obztak.maglites','obztak.bliss'] + modules = ['obztak.tactician','obztak.maglites','obztak.bliss','obztak.maglites2'] if cls is None: cls = get_survey() cls = TACTICIANS.get(cls,cls) return factory(cls, modules=modules, **kwargs) From 8543bf30d4150046aa78f7eee2e4ed3d36b568be Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 20 Jul 2018 20:17:12 -0400 Subject: [PATCH 016/104] change variable name of field id --- obztak/bliss.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/obztak/bliss.py b/obztak/bliss.py index 60c8fdf..8b52415 100644 --- a/obztak/bliss.py +++ b/obztak/bliss.py @@ -137,9 +137,9 @@ def dither(ra,dec,dx,dy): #sel = obztak.utils.projector.footprint(data['RA'],data['DEC']) # This is currently a non-op - _id = data['TILEID'] - ra = data['RA'] - dec = data['DEC'] + decals_id = data['TILEID'] + ra = data['RA'] + dec = data['DEC'] nhexes = len(data) #ntilings = len(DECAM_DITHERS) @@ -152,7 +152,7 @@ def dither(ra,dec,dx,dy): logging.info("Number of filters: %d"%nbands) fields = FieldArray(nfields) - fields['HEX'] = np.tile(np.repeat(_id,nbands),ntilings) + fields['HEX'] = np.tile(np.repeat(decals_id,nbands),ntilings) fields['PRIORITY'].fill(1) fields['TILING'] = np.repeat(np.arange(1,ntilings+1),nhexes*nbands) fields['FILTER'] = np.tile(BANDS,nhexes*ntilings) From 9bdb51aeebc062268a8ac464b937cbee3bbe31c7 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 20 Jul 2018 20:17:32 -0400 Subject: [PATCH 017/104] throw error for negative RA --- bin/plot_json | 3 +++ 1 file changed, 3 insertions(+) diff --git a/bin/plot_json b/bin/plot_json index 469bc41..4c33445 100755 --- a/bin/plot_json +++ b/bin/plot_json @@ -45,6 +45,9 @@ if __name__ == "__main__": fields = fields + FieldArray.read(filename) if args.chunk: idx.append(len(fields)-1) + if np.any(fields['RA']) < 0: + raise ValueError("Negative RA not allowed by SISPI.") + completed_fields = field_factory(survey) if args.complete is not None: for f in args.complete: From e54e03d904dff34fbd552383da593c7e70c27cad Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 20 Jul 2018 20:26:14 -0400 Subject: [PATCH 018/104] ignore tests --- .gitignore | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.gitignore b/.gitignore index 2eef738..caf86a4 100644 --- a/.gitignore +++ b/.gitignore @@ -12,6 +12,8 @@ dist/ ### Tests field_test.json chunk_test.json +test_target_fields.csv +test_windows.csv ### Latex *.fls From 4926d8893cd20c96c6428be7ce4e0b90422c9af1 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 20 Jul 2018 20:26:27 -0400 Subject: [PATCH 019/104] Added maglites2 survey products --- obztak/data/maglites2-target-fields.csv | 3526 +++++++++++++++++++++++ obztak/data/maglites2-windows.csv | 15 + obztak/data/maglitesII-poly.txt | 78 + 3 files changed, 3619 insertions(+) create mode 100644 obztak/data/maglites2-target-fields.csv create mode 100644 obztak/data/maglites2-windows.csv create mode 100644 obztak/data/maglitesII-poly.txt diff --git a/obztak/data/maglites2-target-fields.csv b/obztak/data/maglites2-target-fields.csv new file mode 100644 index 0000000..54420b4 --- /dev/null +++ b/obztak/data/maglites2-target-fields.csv @@ -0,0 +1,3526 @@ +# author: kadrlica@galileo.local +# date: 2018/07/20 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+13426,92.6597,-31.9760,r,90.0000,4,5,,-1.0000,-1.0000,-1.0000,-1.0000 +13426,92.6597,-31.9760,i,90.0000,4,5,,-1.0000,-1.0000,-1.0000,-1.0000 +13445,92.6167,-30.3100,r,90.0000,4,5,,-1.0000,-1.0000,-1.0000,-1.0000 +13445,92.6167,-30.3100,i,90.0000,4,5,,-1.0000,-1.0000,-1.0000,-1.0000 diff --git a/obztak/data/maglites2-windows.csv b/obztak/data/maglites2-windows.csv new file mode 100644 index 0000000..831ecc0 --- /dev/null +++ b/obztak/data/maglites2-windows.csv @@ -0,0 +1,15 @@ +# author: kadrlica@galileo.local +# date: 2018/07/10 20:26:51 UTC +# version: obztak v3.3rc5+17.g8dc82e1.dirty +UTC_START,UTC_END +#2018/07/20 23:07:00,2018/07/21 10:31:00 # original start time +2018/07/20 23:22:00,2018/07/21 10:31:00 +2018/07/21 23:07:00,2018/07/22 10:30:00 +2018/07/22 23:08:00,2018/07/23 10:30:00 +2018/07/23 23:08:00,2018/07/24 10:29:00 +2019/02/24 00:27:49,2019/02/24 09:25:34 +2019/02/25 00:26:39,2019/02/25 09:26:27 +2019/02/26 00:25:27,2019/02/26 09:27:20 +2019/02/27 00:24:15,2019/02/27 09:28:11 +2019/06/22 22:58:43,2019/06/23 10:31:56 +2019/06/23 22:58:58,2019/06/24 10:32:07 diff --git a/obztak/data/maglitesII-poly.txt b/obztak/data/maglitesII-poly.txt new file mode 100644 index 0000000..137a512 --- /dev/null +++ b/obztak/data/maglitesII-poly.txt @@ -0,0 +1,78 @@ +# This file is an approximation to the footprint for ease of plotting. +# It should not be used for any real footprint selection. +#RA DEC POLY +91.0 -30.0 1 +95.0 -30.0 1 +100.0 -30.0 1 +105.0 -30.0 1 +107.0 -30.0 1 +108.5 -32.7 1 +110.5 -36.3 1 +113.4 -40.7 1 +116.5 -44.8 1 +120.0 -49.3 1 +122.6 -51.9 1 +125.9 -55.0 1 +120.0 -55.0 1 +115.0 -55.0 1 +110.0 -55.0 1 +105.0 -55.0 1 +100.0 -55.0 1 +98.7 -55.0 1 +97.2 -48.9 1 +95.8 -44.8 1 +94.7 -41.5 1 +93.3 -37.5 1 +91.7 -32.7 1 +91.0 -30.0 1 +#-54.0 -30.0 2 +-54.0 -40.0 2 +-55.0 -50.0 2 +-56.0 -60.0 2 +-57.0 -65.0 2 +-60.0 -65.0 2 +-60.00 -59.4 2 +-63.49 -60.72 2 +-69.88 -62.79 2 +-75.5 -64.55 2 +-81.01 -66.3 2 +-88.5 -68.41 2 +-96.99 -70.39 2 +-106.58 -72.38 2 +-114.62 -73.68 2 +-125.05 -74.77 2 +-135.83 -76.02 2 +-147.0 -76.73 2 +-152.9 -76.9 2 +-154.73 -76.3 2 +-162.23 -75.1 2 +-171.59 -72.82 2 +-161.3 -72.6 2 +-153.2 -72.5 2 +-145.6 -71.7 2 +-137.0 -70.7 2 +-128.5 -68.7 2 +-120.0 -66.3 2 +-113.0 -63.6 2 +-106.8 -60.0 2 +-101.7 -56.3 2 +-98.3 -53.3 2 +-95.1 -50.1 2 +-91.7 -46.1 2 +-88.9 -42.4 2 +#-85.4 -37.2 2 +#-83.1 -33.4 2 +#-81.2 -30.0 2 +#-75.0 -30.0 2 +#-70.0 -30.0 2 +#-65.0 -30.0 2 +#-60.0 -30.0 2 +#-55.0 -30.0 2 +-85.4 -40.0 2 +-83.1 -40.0 2 +-81.2 -40.0 2 +-75.0 -40.0 2 +-70.0 -40.0 2 +-65.0 -40.0 2 +-60.0 -40.0 2 +-55.0 -40.0 2 From d82088868793077fd6965dffd12c7eee27e18c62 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Mon, 23 Jul 2018 01:53:16 -0400 Subject: [PATCH 020/104] Updating nightsum plotting and maglites2 scheduling --- bin/plot_json | 3 +- bin/plot_nightsum | 107 +------------- obztak/bliss.py | 7 +- obztak/data/maglites2-target-fields.csv | 170 ++++++++++----------- obztak/data/maglites2-windows.csv | 5 +- obztak/maglites.py | 123 ++++++++++++++- obztak/maglites2.py | 31 ++-- obztak/scratch/coverage.py | 5 +- obztak/utils/ortho.py | 189 +++++++++++------------- 9 files changed, 321 insertions(+), 319 deletions(-) diff --git a/bin/plot_json b/bin/plot_json index 4c33445..bdce644 100755 --- a/bin/plot_json +++ b/bin/plot_json @@ -4,8 +4,9 @@ Plot json files. """ import argparse import os -import pylab as plt import numpy as np +import matplotlib +import pylab as plt from obztak import get_survey from obztak.field import FieldArray diff --git a/bin/plot_nightsum b/bin/plot_nightsum index 230a6cc..e8ad70a 100755 --- a/bin/plot_nightsum +++ b/bin/plot_nightsum @@ -2,22 +2,15 @@ """ Plot a night summary. """ -import argparse +import numpy as np import pylab as plt - import ephem -import numpy as np from obztak import get_survey from obztak.factory import field_factory -from obztak.field import FieldArray -from obztak.utils.ortho import makePlot +from obztak.utils.ortho import plot_nightsum from obztak.utils.date import get_nite, nite2utc, utc2nite, datestr from obztak.utils.parser import Parser, DatetimeAction -from obztak.utils.database import Database -from obztak.utils.ortho import plot_bliss_coverage, DECamOrtho -from obztak.utils.ortho import plot_maglites_nightsum -from obztak.utils.constants import COLORS if __name__ == "__main__": parser = Parser(description=__doc__) @@ -37,100 +30,12 @@ if __name__ == "__main__": print "Plotting nightsum for: %s"%nitestr - #if args.nite: - # now = nite2utc(args.nite) if args.nite else ephem.now() - #nite = "%d%02d%d"%get_nite(now).tuple()[:3] - #date = "%d/%02d/%02d"%now.tuple()[:3] - #time = "%d/%02d/%02d"%date.tuple()[:3] + ' 00:00:00' - fields = field_factory(survey).load_database() - if survey == 'maglites': - plot_maglites_nightsum(fields,nitestr) - elif survey == 'bliss': - - plot_bliss_coverage(fields) - plt.suptitle('Coverage (%s)'%nitestr,fontsize=18) - plt.savefig('nightsum_coverage_%s.png'%nitestr) - - fig,axes = plt.subplots(1,2,figsize=(12,5)) - plt.sca(axes[0]) - bmap = DECamOrtho(date='2017/02/08 07:00:00') - for b in np.unique(fields['FILTER']): - f = fields[fields['FILTER']==b] - bmap.draw_focal_planes(f['RA'],f['DEC'],color=COLORS[b],alpha=0.3) - bmap.draw_bliss() - bmap.draw_galaxy() - bmap.draw_des() - - plt.sca(axes[1]) - bmap = DECamOrtho(date='2017/02/08 19:00:00') - for b in np.unique(fields['FILTER']): - f = fields[fields['FILTER']==b] - bmap.draw_focal_planes(f['RA'],f['DEC'],color=COLORS[b],alpha=0.3) - bmap.draw_bliss() - bmap.draw_galaxy() - bmap.draw_des() - plt.suptitle('Coverage (%s)'%nitestr,fontsize=16) - plt.savefig('nightsum_summary_%s.png'%nitestr) - - new = (np.array(map(utc2nite,fields['DATE'])) == nitestr) - new_fields = fields[new] - old_fields = fields[~new] - - db = Database() - db.connect() - - query = """select id, qc_fwhm as psf, qc_teff as teff, filter from exposure - where exptime = 90 and delivered = True and propid = '%s' - and qc_teff is not NULL and qc_fwhm is not NULL - and to_timestamp(utc_beg) %s '%s' - """ - - new = db.query2recarray(query%(fields.PROPID,'>',datestr(date))) - try: - old = db.query2recarray(query%(fields.PROPID,'<',date)) - except ValueError as e: - print(e) - old = np.recarray(0,dtype=new.dtype) - - - nbins = 35 - kwargs = dict(normed=True) - step_kwargs = dict(kwargs,histtype='step',lw=3.5) - fill_kwargs = dict(kwargs,histtype='stepfilled',lw=1.0,alpha=0.7) - - plt.figure() - step_kwargs['bins'] = np.linspace(0.5,2.5,nbins) - fill_kwargs['bins'] = np.linspace(0.5,2.5,nbins) - plt.hist(new['psf'],color='green',zorder=10, label='Observed tonight', **fill_kwargs) - plt.hist(new['psf'],color='green',zorder=10, **step_kwargs) - plt.hist(old['psf'],color='0.5', label='Observed previously', **fill_kwargs) - plt.hist(old['psf'],color='0.5', **step_kwargs) - plt.axvline(1.20,ls='--',lw=2,color='gray') - plt.legend() - plt.title('Seeing (%s)'%nitestr) - plt.xlabel('FWHM (arcsec)') - plt.ylabel('Normalized Number of Exposures') - plt.savefig('nightsum_psf_%s.png'%nitestr,bbox_inches='tight') - - plt.figure() - step_kwargs['bins'] = np.linspace(0,1.5,nbins) - fill_kwargs['bins'] = np.linspace(0,1.5,nbins) - plt.hist(new['teff'],color='green',zorder=10,label='Observed tonight', **fill_kwargs) - plt.hist(new['teff'],color='green',zorder=10, **step_kwargs) - plt.hist(old['teff'],color='0.5',label='Observed previously', **fill_kwargs) - plt.hist(old['teff'],color='0.5', **step_kwargs) - plt.axvline(0.25,ls='--',lw=2,color='gray') - plt.legend() - plt.title('Effective Depth (%s)'%nitestr) - plt.xlabel('Teff') - plt.ylabel('Normalized Number of Exposures') - plt.savefig('nightsum_teff_%s.png'%nitestr,bbox_inches='tight') - - for b in ['g','r','i','z']: - f = new[new['filter'] == b] - print ' %s-band:'%b, len(f) + plot_nightsum(fields,nitestr,date) + if survey in ['maglites'] : + from obztak import maglites + maglites.plot_nightsum(fields,nitestr) if args.inspect: raw_input(' ...finish...') diff --git a/obztak/bliss.py b/obztak/bliss.py index 8b52415..81b78af 100644 --- a/obztak/bliss.py +++ b/obztak/bliss.py @@ -18,7 +18,8 @@ from obztak.utils import constants from obztak.utils import fileio from obztak.utils.constants import BANDS,SMASH_POLE,CCD_X,CCD_Y,STANDARDS,COLORS -from obztak.utils.date import setdefaults +from obztak.utils.constants import COLORS, CMAPS +from obztak.utils.date import datestring, setdefaults, nite2utc,utc2nite,datestr NAME = 'BLISS' PROGRAM = NAME.lower() @@ -216,7 +217,7 @@ def dither(ra,dec,dx,dy): bmap.scatter(*bmap.proj(f['RA'],f['DEC']),c=COLORS[b],s=15,**kwargs) if outfile: - outfig = os.path.splitext(outfile)[0]+'_mcbride.png' + outfig = os.path.splitext(outfile)[0]+'_mbt.png' plt.savefig(outfig,bbox_inches='tight') fig,ax = plt.subplots(2,2,figsize=(10,10)) @@ -480,3 +481,5 @@ class BlissScheduler(Scheduler): ('targets',os.path.join(fileio.get_datadir(),"bliss-target-fields.csv")), ]) FieldType = BlissFieldArray + +# Below are several utility functions for plotting the survey diff --git a/obztak/data/maglites2-target-fields.csv b/obztak/data/maglites2-target-fields.csv index 54420b4..56d0085 100644 --- a/obztak/data/maglites2-target-fields.csv +++ b/obztak/data/maglites2-target-fields.csv @@ -1,6 +1,6 @@ -# author: kadrlica@galileo.local -# date: 2018/07/20 23:19:16 UTC -# version: obztak v3.3rc5+17.g8dc82e1.dirty +# author: DECamObserver@observer2.ctio.noao.edu +# date: 2018/07/21 19:59:30 UTC +# version: obztak v3.3rc5+32.g4926d88.dirty HEX,RA,DEC,FILTER,EXPTIME,TILING,PRIORITY,DATE,AIRMASS,SLEW,MOONANGLE,HOURANGLE 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7161,269.9221,-61.0090,i,90.0000,3,3,,-1.0000,-1.0000,-1.0000,-1.0000 7162,271.4948,-59.3979,r,90.0000,3,3,,-1.0000,-1.0000,-1.0000,-1.0000 diff --git a/obztak/data/maglites2-windows.csv b/obztak/data/maglites2-windows.csv index 831ecc0..5b4bea3 100644 --- a/obztak/data/maglites2-windows.csv +++ b/obztak/data/maglites2-windows.csv @@ -2,10 +2,9 @@ # date: 2018/07/10 20:26:51 UTC # version: obztak v3.3rc5+17.g8dc82e1.dirty UTC_START,UTC_END -#2018/07/20 23:07:00,2018/07/21 10:31:00 # original start time 2018/07/20 23:22:00,2018/07/21 10:31:00 -2018/07/21 23:07:00,2018/07/22 10:30:00 -2018/07/22 23:08:00,2018/07/23 10:30:00 +2018/07/21 22:58:00,2018/07/22 10:30:00 +2018/07/22 22:58:00,2018/07/23 10:40:00 2018/07/23 23:08:00,2018/07/24 10:29:00 2019/02/24 00:27:49,2019/02/24 09:25:34 2019/02/25 00:26:39,2019/02/25 09:26:27 diff --git a/obztak/maglites.py b/obztak/maglites.py index 0f0a59b..6b82a0a 100644 --- a/obztak/maglites.py +++ b/obztak/maglites.py @@ -16,7 +16,7 @@ from obztak.utils import constants from obztak.utils.constants import SMASH_POLE,CCD_X,CCD_Y,STANDARDS from obztak.utils.projector import cel2gal, angsep -from obztak.utils.date import datestring, setdefaults +from obztak.utils.date import datestring, setdefaults, nite2utc,utc2nite from obztak.utils import fileio NAME = 'MagLiteS' @@ -87,7 +87,7 @@ def dither(ra,dec,dx,dy): dither = self.decam_dither if infile is None: - infile = os.path.join(fileio.get_datadir(),'smash_fields_alltiles.txt') + infile = fileio.get_datafile('smash_fields_alltiles.txt') data = np.recfromtxt(infile, names=True) # Apply footprint selection after tiling/dither @@ -251,12 +251,127 @@ def query(cls, **kwargs): class MaglitesScheduler(Scheduler): _defaults = odict(Scheduler._defaults.items() + [ ('tactician','coverage'), - ('windows',os.path.join(fileio.get_datadir(),"maglites-windows.csv")), - ('targets',os.path.join(fileio.get_datadir(),"maglites-target-fields.csv")), + ('windows',fileio.get_datafile("maglites-windows.csv")), + ('targets',fileio.get_datafile("maglites-target-fields.csv")), ]) FieldType = MaglitesFieldArray +# Some plotting functions + +def plot_nightsum(fields,nitestr): + """ Plot the night summary for MagLiteS. + + Parameters: + ----------- + fields: the fields observed tonight + nitestr: the nite in strig format + + Returns: + -------- + None + """ + import pylab as plt + from obztak.utils.database import Database + from obztak.utils.ortho import makePlot + + #fields = FieldArray.load_database() + #new = np.char.startswith(fields['DATE'],date) + + date = nite2utc(nitestr) + new = (np.array(map(utc2nite,fields['DATE'])) == nitestr) + new_fields = fields[new] + old_fields = fields[~new] + + kwargs = dict(edgecolor='none', s=50, vmin=0, vmax=4) + fig,basemap = makePlot(date=nitestr,name='nightsum',moon=False,airmass=False,center=(0,-90),bliss=False) + plt.title('Coverage (%s)'%nitestr) + kwargs['cmap'] = 'gray_r' + proj = basemap.proj(old_fields['RA'], old_fields['DEC']) + basemap.scatter(*proj, c=old_fields['TILING'],**kwargs) + + kwargs['cmap'] = 'summer_r' + proj = basemap.proj(new_fields['RA'], new_fields['DEC']) + basemap.scatter(*proj, c=new_fields['TILING'], **kwargs) + colorbar = plt.colorbar() + colorbar.set_label('Tiling') + + plt.plot(np.nan, np.nan,'o',color='green',mec='green',label='Observed tonight') + plt.plot(np.nan, np.nan,'o',color='0.7',mec='0.7',label='Observed previously') + plt.legend(fontsize=10,loc='lower left',scatterpoints=1) + plt.savefig('nightsum_coverage_%s.png'%nitestr,bbox_inches='tight') + + db = Database() + db.connect() + + query = """ + select id, qc_fwhm as psf, qc_teff as teff from exposure + where exptime = 90 and delivered = True + and propid = '%s' + and qc_teff is not NULL and qc_fwhm is not NULL + and to_timestamp(utc_beg) %s '%s' + """ + + new = db.query2recarray(query%(PROPID,'>',date)) + old = db.query2recarray(query%(PROPID,'<',date)) + + nbins = 35 + kwargs = dict(normed=True) + step_kwargs = dict(kwargs,histtype='step',lw=3.5) + fill_kwargs = dict(kwargs,histtype='stepfilled',lw=1.0,alpha=0.7) + + plt.figure() + step_kwargs['bins'] = np.linspace(0.5,2.5,nbins) + fill_kwargs['bins'] = np.linspace(0.5,2.5,nbins) + plt.hist(new['psf'],color='green',zorder=10, label='Observed tonight', **fill_kwargs) + plt.hist(new['psf'],color='green',zorder=10, **step_kwargs) + plt.hist(old['psf'],color='0.5', label='Observed previously', **fill_kwargs) + plt.hist(old['psf'],color='0.5', **step_kwargs) + plt.axvline(1.20,ls='--',lw=2,color='gray') + plt.legend() + plt.title('Seeing (%s)'%nitestr) + plt.xlabel('FWHM (arcsec)') + plt.ylabel('Normalized Number of Exposures') + plt.savefig('nightsum_psf_%s.png'%nitestr,bbox_inches='tight') + + plt.figure() + step_kwargs['bins'] = np.linspace(0,1.5,nbins) + fill_kwargs['bins'] = np.linspace(0,1.5,nbins) + plt.hist(new['teff'],color='green',zorder=10,label='Observed tonight', **fill_kwargs) + plt.hist(new['teff'],color='green',zorder=10, **step_kwargs) + plt.hist(old['teff'],color='0.5',label='Observed previously', **fill_kwargs) + plt.hist(old['teff'],color='0.5', **step_kwargs) + plt.axvline(0.25,ls='--',lw=2,color='gray') + plt.legend() + plt.title('Effective Depth (%s)'%nitestr) + plt.xlabel('Teff') + plt.ylabel('Normalized Number of Exposures') + plt.savefig('nightsum_teff_%s.png'%nitestr,bbox_inches='tight') + +def plot_progress(outfile=None,**kwargs): + """ ADW 2018-07-22: DEPRECATED? """ + defaults = dict(edgecolor='none', s=50, vmin=0, vmax=4, cmap='summer_r') + for k,v in defaults.items(): + kwargs.setdefault(k,v) + + fields = FieldArray.load_database() + + nites = [get_nite(date) for date in fields['DATE']] + nite = ephem.Date(np.max(nites)) + date = '%d/%02d/%d 00:00:00'%(nite.tuple()[:3]) + + fig,basemap = makePlot(date=date,moon=False,airmass=False,center=(0,-90),smash=False) + proj = basemap.proj(fields['RA'],fields['DEC']) + basemap.scatter(*proj, c=fields['TILING'], **kwargs) + colorbar = plt.colorbar() + colorbar.set_label('Tiling') + plt.title('Coverage (%d/%02d/%d)'%nite.tuple()[:3]) + + if outfile is not None: + plt.savefig(outfile,bbox_inches='tight') + + return fig,basemap + if __name__ == "__main__": import argparse parser = argparse.ArgumentParser(description=__doc__) diff --git a/obztak/maglites2.py b/obztak/maglites2.py index 91de80a..c357429 100644 --- a/obztak/maglites2.py +++ b/obztak/maglites2.py @@ -67,8 +67,7 @@ def prepare_fields(self, infile=None, outfile=None, plot=True, **kwargs): """ if infile is None: - #infile = os.path.join(fileio.get_datadir(),'decam-tiles_obstatus.fits') - infile = os.path.join(fileio.get_datadir(),'decam-tiles-bliss.fits.gz') + infile = fileio.get_datafile('decam-tiles-bliss.fits.gz') # For decals input file #data['TILEID'] = np.tile(data['TILEID'][data['PASS'] == 1],len(TILINGS)) @@ -109,7 +108,7 @@ def prepare_fields(self, infile=None, outfile=None, plot=True, **kwargs): fields['PRIORITY'][fields['TILING'] == 1] = 4 fields['PRIORITY'][fields['TILING'] == 4] = 5 #fields['PRIORITY'] = fields['TILING'] + 1 - fields['PRIORITY'][(fields['DEC'] < -72) & (fields['TILING'] == 2)] -= 1 + fields['PRIORITY'][(fields['DEC'] < -70) & np.in1d(fields['TILING'],[2,3])] -= 1 logging.info("Number of target fields: %d"%len(fields)) @@ -141,7 +140,7 @@ def prepare_fields(self, infile=None, outfile=None, plot=True, **kwargs): def footprint(ra,dec): import matplotlib.path ra,dec = np.copy(ra), np.copy(dec) - filename = os.path.join(fileio.get_datadir(),'maglitesII-poly.txt') + filename = fileio.get_datafile('maglitesII-poly.txt') data = np.genfromtxt(filename,names=['ra','dec','poly']) paths = [] ra -= 360 * (ra > 180) @@ -199,8 +198,8 @@ def query(cls, **kwargs): FROM exposure where propid = '%(propid)s' and exptime > 89 and discard = False and delivered = True and flavor = 'object' and object like '%(object_fmt)s%%' - -- Discard exposures with teff < 0.1 - --and not (qc_teff < 0.1 and date < '2017/01/01') + -- #Discard exposures with teff < 0.1 + and not (qc_teff < 0.05 and (date > '2018/07/21 12:00:00' and date < '2018/07/22 12:00:00')) ORDER BY utc_beg %(limit)s """%kwargs return query @@ -209,8 +208,8 @@ def query(cls, **kwargs): class Maglites2Scheduler(Scheduler): _defaults = odict(Scheduler._defaults.items() + [ ('tactician','coverage'), - ('windows',os.path.join(fileio.get_datadir(),"maglites2-windows.csv")), - ('targets',os.path.join(fileio.get_datadir(),"maglites2-target-fields.csv")), + ('windows',fileio.get_datafile("maglites2-windows.csv")), + ('targets',fileio.get_datafile("maglites2-target-fields.csv")), ]) FieldType = Maglites2FieldArray @@ -242,18 +241,22 @@ def weight(self): sel &= (moon_angle > moon_limit) if self.mode == 'alt' or self.mode is None: + if (self.sun.alt > -0.28): + # No i-band if Sun altitude > -16 deg + sel &= (np.char.count('i',self.fields['FILTER']) > 0) # Moon band constraints (alt = 0.175 rad = 10 deg) - if (self.moon.phase >= 80) and (self.moon.alt > 0.175): + elif (self.moon.phase >= 80) and (self.moon.alt > 0.175): # Moon is very bright; only do i sel &= (np.char.count('i',self.fields['FILTER']) > 0) # Allow i,z but prefer z #sel &= (np.char.count('iz',self.fields['FILTER']) > 0) #weight += 1e2 * (np.char.count('i',self.fields['FILTER']) > 0) - elif (self.moon.phase >= 45) and (self.moon.alt > 0.175): - # Moon is more than half full; do i,z + #elif (self.moon.phase >= 45) and (self.moon.alt > 0.175): + elif (self.moon.phase >= 45) and (self.moon.alt > 0.0): + # Moon is more than half full; do r,i sel &= (np.char.count('ri',self.fields['FILTER']) > 0) else: - # Moon is faint or down; do g,r (unless none available) + # Moon is faint or down; do r (unless none available) sel &= (np.char.count('r',self.fields['FILTER']) > 0) #weight += 1e8 * (np.char.count('iz',self.fields['FILTER']) > 0) elif self.mode == 'split': @@ -318,7 +321,3 @@ def select_index(self): return index -if __name__ == "__main__": - import argparse - parser = argparse.ArgumentParser(description=__doc__) - args = parser.parse_args() diff --git a/obztak/scratch/coverage.py b/obztak/scratch/coverage.py index c50c3b4..c50bc37 100644 --- a/obztak/scratch/coverage.py +++ b/obztak/scratch/coverage.py @@ -8,6 +8,7 @@ import healpy as hp import numpy as np import pylab as plt +import fitsio from obztak.utils.database import Database from obztak.utils.constants import COLORS @@ -31,7 +32,7 @@ and flavor = 'object' and telra between 0 and 360 and teldec between -90 and 90 and exptime >= 30 and filter in (%s) and propid NOT LIKE '%%-9999' -and propid = '2018A-0386' +and propid = '2014B-0404' -- and date < current_date - interval '18 months' ORDER BY id; """%(",".join(["'%s'"%b for b in BANDS])) @@ -45,6 +46,8 @@ db = Database() db.connect() data = db.query2recarray(query) +fitsio.write('decals-exposures.fits.gz',data) +sys.exit() exposures = odict([(b,data[data['filter'] ==b]) for b in BANDS]) sum_skymaps = odict([(b,np.zeros(hp.nside2npix(NSIDE))) for b in BANDS]) diff --git a/obztak/utils/ortho.py b/obztak/utils/ortho.py index ccc82e9..7f0844b 100644 --- a/obztak/utils/ortho.py +++ b/obztak/utils/ortho.py @@ -25,7 +25,7 @@ from obztak.utils import constants from obztak.utils import fileio from obztak.field import FieldArray -from obztak.utils.date import datestring,nite2utc,utc2nite,get_nite,setdefaults +from obztak.utils.date import datestring,nite2utc,utc2nite,get_nite,setdefaults,datestr from obztak.ctio import CTIO from obztak.utils.constants import RA_LMC,DEC_LMC,RADIUS_LMC from obztak.utils.constants import RA_SMC,DEC_SMC,RADIUS_SMC @@ -832,43 +832,35 @@ def plotWeight(field, target_fields, weight, **kwargs): plt.pause(0.001) #fig.canvas.draw() -############################################################ - -def plot_progress(outfile=None,**kwargs): - defaults = dict(edgecolor='none', s=50, vmin=0, vmax=4, cmap='summer_r') - for k,v in defaults.items(): - kwargs.setdefault(k,v) - - fields = FieldArray.load_database() +def plot_coverage(fields,nitestr,outfile=None,**kwargs): + """ Plot the BLISS survey coverage - nites = [get_nite(date) for date in fields['DATE']] - nite = ephem.Date(np.max(nites)) - date = '%d/%02d/%d 00:00:00'%(nite.tuple()[:3]) - - fig,basemap = makePlot(date=date,moon=False,airmass=False,center=(0,-90),smash=False) - proj = basemap.proj(fields['RA'],fields['DEC']) - basemap.scatter(*proj, c=fields['TILING'], **kwargs) - colorbar = plt.colorbar() - colorbar.set_label('Tiling') - plt.title('Maglites Coverage (%d/%02d/%d)'%nite.tuple()[:3]) + Parameters: + ----------- + fields : the bliss fields to plot + outfile : the output file to write to + kwargs : plotting keyword arguments - if outfile is not None: - plt.savefig(outfile,bbox_inches='tight') + Returns: + -------- + None + """ + from obztak import factory - return fig,basemap + filename = factory.scheduler_factory()._defaults['targets'] -def plot_bliss_coverage(fields,outfile=None,**kwargs): - BANDS = ['g','r','i','z'] - filename = fileio.get_datafile('bliss-target-fields.csv') - target = FieldArray.read(filename) + target = factory.field_factory().read(filename) target = target[~np.in1d(target.unique_id,fields.unique_id)] fig,ax = plt.subplots(2,2,figsize=(16,9)) - plt.subplots_adjust(wspace=0.01,hspace=0.02,left=0.01,right=0.99,bottom=0.01,top=0.99) - defaults = dict(edgecolor='none', s=12, alpha=0.2, vmin=-1, vmax=2) + plt.subplots_adjust(wspace=0.01,hspace=0.02,left=0.01,right=0.99, + bottom=0.01,top=0.99) + defaults = dict(edgecolor='none', alpha=0.2, vmin=-1, vmax=2) setdefaults(kwargs,defaults) + kwargs['s'] = 12 # roughly scaled to image - for i,b in enumerate(BANDS): + bands = ['g','r','i','z'] + for i,b in enumerate(bands): plt.sca(ax.flat[i]) f = fields[fields['FILTER'] == b] @@ -883,100 +875,80 @@ def plot_bliss_coverage(fields,outfile=None,**kwargs): proj = bmap.proj(f['RA'],f['DEC']) bmap.scatter(*proj, c=f['TILING'], cmap=CMAPS[b], **kwargs) - plt.gca().set_title('BLISS %s-band'%b) + plt.gca().set_title('DECam %s-band'%b) + plt.suptitle('Coverage (%s)'%nitestr,fontsize=16) + plt.savefig('nightsum_summary_%s_mbt.png'%nitestr) -def plot_maglites_nightsum(fields,nitestr): - #fields = FieldArray.load_database() - #new = np.char.startswith(fields['DATE'],date) - from obztak.utils.database import Database - - date = nite2utc(nitestr) - new = (np.array(map(utc2nite,fields['DATE'])) == nitestr) - new_fields = fields[new] - old_fields = fields[~new] - - kwargs = dict(edgecolor='none', s=50, vmin=0, vmax=4) - fig,basemap = makePlot(date=nitestr,name='nightsum',moon=False,airmass=False,center=(0,-90),bliss=False) - plt.title('Coverage (%s)'%nitestr) - kwargs['cmap'] = 'gray_r' - proj = basemap.proj(old_fields['RA'], old_fields['DEC']) - basemap.scatter(*proj, c=old_fields['TILING'],**kwargs) + kwargs['s'] = 45 # scaled to image + fig,ax = plt.subplots(2,2,figsize=(12,12)) + plt.subplots_adjust(wspace=0.01,hspace=0.05,left=0.01,right=0.99, + bottom=0.01,top=0.97) + for i,b in enumerate(bands): + plt.sca(ax.flat[i]) - kwargs['cmap'] = 'summer_r' - proj = basemap.proj(new_fields['RA'], new_fields['DEC']) - basemap.scatter(*proj, c=new_fields['TILING'], **kwargs) - colorbar = plt.colorbar() - colorbar.set_label('Tiling') + f = fields[fields['FILTER'] == b] + t = target[target['FILTER'] == b] - plt.plot(np.nan, np.nan,'o',color='green',mec='green',label='Observed tonight') - plt.plot(np.nan, np.nan,'o',color='0.7',mec='0.7',label='Observed previously') - plt.legend(fontsize=10,loc='lower left',scatterpoints=1) - plt.savefig('nightsum_coverage_%s.png'%nitestr,bbox_inches='tight') + bmap = DECamOrtho(date='2016/2/11 03:00', lon_0=0, lat_0=-90) + bmap.draw_des() + bmap.draw_galaxy(10) - db = Database() - db.connect() + proj = bmap.proj(t['RA'],t['DEC']) + bmap.scatter(*proj, c='0.7', **kwargs) - query = """ -select id, qc_fwhm as psf, qc_teff as teff from exposure -where exptime = 90 and delivered = True and propid = '2016A-0366' -and qc_teff is not NULL and qc_fwhm is not NULL -and to_timestamp(utc_beg) %s '%s' -""" + proj = bmap.proj(f['RA'],f['DEC']) + bmap.scatter(*proj, c=f['TILING'], cmap=CMAPS[b], **kwargs) + plt.gca().set_title('DECam %s-band'%b) + + plt.suptitle('Coverage (%s)'%nitestr,fontsize=16) + plt.savefig('nightsum_summary_%s_ort.png'%nitestr) - new = db.query2recarray(query%('>',date)) - old = db.query2recarray(query%('<',date)) - nbins = 35 - kwargs = dict(normed=True) - step_kwargs = dict(kwargs,histtype='step',lw=3.5) - fill_kwargs = dict(kwargs,histtype='stepfilled',lw=1.0,alpha=0.7) +def plot_nightsum(fields,nitestr,date): + """ Plot the bliss night summary. - plt.figure() - step_kwargs['bins'] = np.linspace(0.5,2.5,nbins) - fill_kwargs['bins'] = np.linspace(0.5,2.5,nbins) - plt.hist(new['psf'],color='green',zorder=10, label='Observed tonight', **fill_kwargs) - plt.hist(new['psf'],color='green',zorder=10, **step_kwargs) - plt.hist(old['psf'],color='0.5', label='Observed previously', **fill_kwargs) - plt.hist(old['psf'],color='0.5', **step_kwargs) - plt.axvline(1.20,ls='--',lw=2,color='gray') - plt.legend() - plt.title('Seeing (%s)'%nitestr) - plt.xlabel('FWHM (arcsec)') - plt.ylabel('Normalized Number of Exposures') - plt.savefig('nightsum_psf_%s.png'%nitestr,bbox_inches='tight') + Parameters: + ----------- + fields: the fields observed tonight + nitestr: the nite in strig format - plt.figure() - step_kwargs['bins'] = np.linspace(0,1.5,nbins) - fill_kwargs['bins'] = np.linspace(0,1.5,nbins) - plt.hist(new['teff'],color='green',zorder=10,label='Observed tonight', **fill_kwargs) - plt.hist(new['teff'],color='green',zorder=10, **step_kwargs) - plt.hist(old['teff'],color='0.5',label='Observed previously', **fill_kwargs) - plt.hist(old['teff'],color='0.5', **step_kwargs) - plt.axvline(0.25,ls='--',lw=2,color='gray') - plt.legend() - plt.title('Effective Depth (%s)'%nitestr) - plt.xlabel('Teff') - plt.ylabel('Normalized Number of Exposures') - plt.savefig('nightsum_teff_%s.png'%nitestr,bbox_inches='tight') + Returns: + -------- + None + """ + from obztak.utils.database import Database + plot_coverage(fields,nitestr) + + fig,axes = plt.subplots(1,2,figsize=(12,5)) + for i,d in enumerate(['2017/02/08 07:00:00','2017/02/08 19:00:00']): + plt.sca(axes[i]) + bmap = DECamOrtho(date=d) + for b in np.unique(fields['FILTER']): + f = fields[fields['FILTER']==b] + bmap.draw_focal_planes(f['RA'],f['DEC'],color=COLORS[b],alpha=0.3) + bmap.draw_bliss() + bmap.draw_galaxy() + bmap.draw_des() -def plot_bliss_nightsum(fields,nitestr): - plot_bliss_coverage(fields) - plt.savefig('nightsum_coverage_%s.png'%nitestr) + plt.suptitle('Coverage (%s)'%nitestr,fontsize=16) + plt.savefig('nightsum_summary_%s.png'%nitestr) new = (np.array(map(utc2nite,fields['DATE'])) == nitestr) new_fields = fields[new] old_fields = fields[~new] + # Select the fields from the database db = Database() db.connect() - - query = """select id, qc_fwhm as psf, qc_teff as teff from exposure -where exptime = 90 and delivered = True and propid = '%s' -and qc_teff is not NULL and qc_fwhm is not NULL -and to_timestamp(utc_beg) %s '%s' -""" + query = """ + select id, qc_fwhm as psf, qc_teff as teff, filter from exposure + where exptime = 90 and delivered = True and propid = '%s' + and qc_teff is not NULL + and qc_fwhm is not NULL + and to_timestamp(utc_beg) %s '%s' + """ new = db.query2recarray(query%(fields.PROPID,'>',datestr(date))) try: @@ -989,10 +961,10 @@ def plot_bliss_nightsum(fields,nitestr): kwargs = dict(normed=True) step_kwargs = dict(kwargs,histtype='step',lw=3.5) fill_kwargs = dict(kwargs,histtype='stepfilled',lw=1.0,alpha=0.7) - - plt.figure() step_kwargs['bins'] = np.linspace(0.5,2.5,nbins) fill_kwargs['bins'] = np.linspace(0.5,2.5,nbins) + + plt.figure() plt.hist(new['psf'],color='green',zorder=10, label='Observed tonight', **fill_kwargs) plt.hist(new['psf'],color='green',zorder=10, **step_kwargs) plt.hist(old['psf'],color='0.5', label='Observed previously', **fill_kwargs) @@ -1018,6 +990,11 @@ def plot_bliss_nightsum(fields,nitestr): plt.ylabel('Normalized Number of Exposures') plt.savefig('nightsum_teff_%s.png'%nitestr,bbox_inches='tight') + for b in ['u','g','r','i','z','Y']: + f = new[new['filter'] == b] + print ' %s-band:'%b, len(f) + +############################################################ if __name__ == '__main__': makePlot('2016/2/10 03:00') From 1901207c97f4a189af7678e0026691850ef14371 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Wed, 2 Jan 2019 11:19:29 -0600 Subject: [PATCH 021/104] updates to coverage script --- obztak/scratch/coverage.py | 45 +++++++++++++++++++++++++------------- 1 file changed, 30 insertions(+), 15 deletions(-) diff --git a/obztak/scratch/coverage.py b/obztak/scratch/coverage.py index c50bc37..b9fa651 100644 --- a/obztak/scratch/coverage.py +++ b/obztak/scratch/coverage.py @@ -4,6 +4,7 @@ """ import sys from collections import OrderedDict as odict +import warnings import healpy as hp import numpy as np @@ -15,6 +16,8 @@ from obztak.utils.ortho import DECamBasemap, DECamMcBride from skymap.survey import MaglitesSkymap +warnings.simplefilter('ignore', UserWarning) + NSIDE = 1024 # resolution DECAM = 1.1 # DECam radius BANDS = ['u','g','r','i','z','Y','VR'] @@ -32,7 +35,7 @@ and flavor = 'object' and telra between 0 and 360 and teldec between -90 and 90 and exptime >= 30 and filter in (%s) and propid NOT LIKE '%%-9999' -and propid = '2014B-0404' +-- and propid = '2014B-0404' -- DECaLS -- and date < current_date - interval '18 months' ORDER BY id; """%(",".join(["'%s'"%b for b in BANDS])) @@ -46,8 +49,7 @@ db = Database() db.connect() data = db.query2recarray(query) -fitsio.write('decals-exposures.fits.gz',data) -sys.exit() +fitsio.write('decam-exposures.fits.gz',data) exposures = odict([(b,data[data['filter'] ==b]) for b in BANDS]) sum_skymaps = odict([(b,np.zeros(hp.nside2npix(NSIDE))) for b in BANDS]) @@ -59,10 +61,10 @@ print "Median teff for %s-band: %s"%(b,median) if not nan.sum(): continue - # Set the teff to a random value from the distribution - idx = np.random.randint(len(nan)-nan.sum(),size=nan.sum()) - teff = exp['teff'][np.where(~nan)[0][idx]] - exp['teff'][nan] = teff + ## Set the teff to a random value from the distribution + #idx = np.random.randint(len(nan)-nan.sum(),size=nan.sum()) + #teff = exp['teff'][np.where(~nan)[0][idx]] + #exp['teff'][nan] = teff def phi2lon(phi): return np.degrees(phi) def lon2phi(lon): return np.radians(lon) @@ -87,6 +89,7 @@ def ang2disc(nside, lon, lat, radius, inclusive=False, fact=4, nest=False): for (band,_max),(band,_sum) in zip(max_skymaps.items(),sum_skymaps.items()): print band d2 = exposures[band] + d2 = d2[d2['teff'] >= 0.2] vec = ang2vec(d2['ra'],d2['dec']) rad = np.radians(DECAM) for i,(v,d) in enumerate(zip(vec,d2)): @@ -95,8 +98,20 @@ def ang2disc(nside, lon, lat, radius, inclusive=False, fact=4, nest=False): pix = hp.query_disc(NSIDE,v,rad,inclusive=False,fact=4,nest=False) _max[pix] = np.clip(_max[pix],d['teff']*d['exptime'],None) _sum[pix] += d['teff']*d['exptime'] + + outfile = "decam_sum_expmap_%s_n%s.fits.gz"%(band,NSIDE) + print "Writing %s..."%outfile + hp.write_map(outfile,_sum) + + outfile = "decam_max_expmap_%s_n%s.fits.gz"%(band,NSIDE) + print "Writing %s..."%outfile + hp.write_map(outfile,_max) + print +if True: sys.exit(0) + + cbar_kwargs = dict(orientation='horizontal',aspect=40) fig = plt.figure(1); plt.clf() @@ -107,11 +122,11 @@ def ang2disc(nside, lon, lat, radius, inclusive=False, fact=4, nest=False): print ("No exposures found in %s band; skipping..."%band) continue - outfile = outbase%(band,NSIDE)+'.fits.gz' - title = '%s-band'%band - print "Writing %s..."%outfile - hp.write_map(outfile,sky) + #outfile = outbase%(band,NSIDE)+'.fits.gz' + #print "Writing %s..."%outfile + #hp.write_map(outfile,sky) + title = '%s-band'%band outfile = outbase%(band,NSIDE)+suffix+'.png' print "Writing %s..."%outfile bmap = SkymapCls(); bmap.draw_des() @@ -145,13 +160,13 @@ def ang2disc(nside, lon, lat, radius, inclusive=False, fact=4, nest=False): print ("No exposures found in %s band; skipping..."%band) continue - outfile = outbase%(band,NSIDE)+'.fits.gz' - title = '%s-band'%band - print "Writing %s..."%outfile - hp.write_map(outfile,sky) + #outfile = outbase%(band,NSIDE)+'.fits.gz' + #print "Writing %s..."%outfile + #hp.write_map(outfile,sky) outfile = outbase%(band,NSIDE)+suffix+'.png' print "Writing %s..."%outfile + title = '%s-band'%band bmap = SkymapCls(); bmap.draw_des() bmap.draw_hpxmap(np.log10(sky)); plt.colorbar(label=label,**cbar_kwargs) From c35cd0a4e8217360a247670f96a8816f6f292720 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Wed, 2 Jan 2019 11:20:12 -0600 Subject: [PATCH 022/104] moon metadata --- obztak/scratch/moon.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/obztak/scratch/moon.py b/obztak/scratch/moon.py index 05dbeb8..f8b9754 100644 --- a/obztak/scratch/moon.py +++ b/obztak/scratch/moon.py @@ -1,6 +1,6 @@ #!/usr/bin/env python """ -Generic python script. +Output exposure metadata with moon info. """ import sys from collections import OrderedDict as odict @@ -21,15 +21,18 @@ query =""" SELECT id as expnum, date, telra as ra, teldec as dec, exptime, filter, (CASE WHEN moonangl is NULL THEN 'NaN' ELSE moonangl END) as moonangl, -(CASE WHEN qc_teff is NULL THEN 'NaN' WHEN qc_teff=-1 THEN 'NAN' ELSE qc_teff END) as teff +(CASE WHEN qc_teff is NULL THEN 'NaN' WHEN qc_teff=-1 THEN 'NAN' ELSE qc_teff END) as teff, +qc_fwhm::FLOAT, qc_cloud::FLOAT, qc_sky::FLOAT FROM exposure where aborted=False and exposed=True and digitized=True and built=True and delivered=True and discard=False and flavor = 'object' and telra between 0 and 360 and teldec between -90 and 90 and exptime >= 30 and filter in (%s) and propid NOT LIKE '%%-9999' -- and date < current_date - interval '18 months' +and qc_teff >= 0 and qc_cloud is not NULL ORDER BY id; """%(",".join(["'%s'"%b for b in BANDS])) +#and filter in (%s) and propid = '2012B-0001' print(query) From 2dab82efa67678be0a49acee47c2968f1b175fab Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Wed, 2 Jan 2019 11:20:47 -0600 Subject: [PATCH 023/104] reset db info --- obztak/utils/database.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/obztak/utils/database.py b/obztak/utils/database.py index 1f947c3..6b20933 100644 --- a/obztak/utils/database.py +++ b/obztak/utils/database.py @@ -32,9 +32,7 @@ def parse_dbname(self, dbname): if hostname in ('observer2.ctio.noao.edu','observer3.ctio.noao.edu'): return 'db-ctio' else: - # REMEMBER TO RESET AFTER POWER OUTAGE - return 'db-ctio' - #return 'db-fnal' + return 'db-fnal' return dbname def parse_config(self, filename=None, section='db-fnal'): From 9e006ff7e804f6b9b84952b87999e25b007e273e Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 18 Jan 2019 11:22:08 -0600 Subject: [PATCH 024/104] First updates for delve --- bin/fields2sispi | 8 +-- obztak/bliss.py | 6 +- obztak/factory.py | 18 ++++-- obztak/field.py | 39 ++++++++----- obztak/scheduler.py | 1 + obztak/survey.py | 123 ++++++++++++++++++++++++++++++++++++++--- obztak/utils/fileio.py | 24 ++++++-- 7 files changed, 179 insertions(+), 40 deletions(-) diff --git a/bin/fields2sispi b/bin/fields2sispi index 8fb8889..7076d4a 100755 --- a/bin/fields2sispi +++ b/bin/fields2sispi @@ -4,15 +4,15 @@ Convert a csv field file to a SISPI json file. """ from os.path import splitext -from obztak.field import fields2sispi from obztak.utils.parser import Parser +from obztak.utils.fileio import fields2sispi parser = Parser(description=__doc__) -parser.add_argument('infile',help='Input file (csv format).') +parser.add_argument('filename',help='input file (csv or fits format).') parser.add_argument('-f','--force',action='store_true', - help='Input file (csv format).') + help='overwrite output.') if __name__ == "__main__": args = parser.parse_args() - fields2sispi(args.infile,force=args.force) + fields2sispi(args.filename,force=args.force) diff --git a/obztak/bliss.py b/obztak/bliss.py index 81b78af..6209132 100644 --- a/obztak/bliss.py +++ b/obztak/bliss.py @@ -115,7 +115,7 @@ def dither(ra,dec,dx,dy): dither = self.coord_rotate elif mode.lower() == 'decals_rotate': OFFSETS = [(0,0),(-0.2917, 0.0833), - (-0.5861, 0.1333)][:TILINGS] + (-0.5861, 0.1333),(-0.8805,0.1833)][:TILINGS] dither = self.decals_rotate elif mode.lower() == 'bliss_rotate': OFFSETS = [(0, 0), (8/3.*CCD_X, -11/3.*CCD_Y), @@ -388,8 +388,8 @@ class BlissFieldArray(FieldArray): SISPI_DICT["propid"] = PROPID SISPI_DICT["proposer"] = PROPOSER - OBJECT_FMT = 'BLISS field' + SEP + ' %s' - SEQID_FMT = 'BLISS scheduled' + SEP + ' %(DATE)s' + OBJECT_FMT = NAME + ' field' + SEP + ' %s' + SEQID_FMT = NAME + ' scheduled' + SEP + ' %(DATE)s' BANDS = BANDS @classmethod diff --git a/obztak/factory.py b/obztak/factory.py index e9c293b..95c044e 100644 --- a/obztak/factory.py +++ b/obztak/factory.py @@ -10,12 +10,15 @@ from obztak import get_survey +MODULES = ['obztak.maglites','obztak.bliss','obztak.maglites2','obztak.delve'] + SURVEYS = odict([ (None,'Survey'), ('obztak','Survey'), ('maglites','MaglitesSurvey'), ('bliss','BlissSurvey'), ('maglites2','Maglites2Survey'), + ('delve','DelveSurvey'), ]) SCHEDULERS = odict([ @@ -24,6 +27,7 @@ ('maglites','MaglitesScheduler'), ('bliss','BlissScheduler'), ('maglites2','Maglites2Scheduler'), + ('delve','DelveScheduler'), ]) FIELDS = odict([ @@ -32,6 +36,7 @@ ('maglites','MaglitesFieldArray'), ('bliss','BlissFieldArray'), ('maglites2','Maglites2FieldArray'), + ('delve','DelveFieldArray'), ]) TACTICIANS = odict([ @@ -48,6 +53,7 @@ ('complete','ConditionTactician'), ('bliss','BlissTactician'), ('maglites2','Maglites2Tactician'), + ('delve','DelveTactician'), ]) def factory(cls, modules=None, **kwargs): @@ -85,13 +91,15 @@ def fn(member): return members[lower](**kwargs) def scheduler_factory(cls=None, **kwargs): - modules = ['obztak.scheduler','obztak.maglites','obztak.bliss','obztak.maglites2'] + #modules = ['obztak.scheduler','obztak.maglites','obztak.bliss','obztak.maglites2'] + modules = ['obztak.scheduler']+MODULES if cls is None: cls = get_survey() cls = SCHEDULERS.get(cls,cls) return factory(cls, modules=modules, **kwargs) def survey_factory(cls=None, **kwargs): - modules = ['obztak.survey','obztak.maglites','obztak.bliss','obztak.maglites2'] + #modules = ['obztak.survey','obztak.maglites','obztak.bliss','obztak.maglites2'] + modules = ['obztak.survey']+MODULES if cls is None: cls = get_survey() cls = SURVEYS.get(cls,cls) return factory(cls, modules=modules, **kwargs) @@ -99,7 +107,8 @@ def survey_factory(cls=None, **kwargs): def field_factory(cls=None, **kwargs): """Create a field array """ - modules = ['obztak.field','obztak.maglites','obztak.bliss','obztak.maglites2'] + #modules = ['obztak.field','obztak.maglites','obztak.bliss','obztak.maglites2'] + modules = ['obztak.field']+MODULES if cls is None: cls = get_survey() cls = FIELDS.get(cls,cls) return factory(cls, modules=modules, **kwargs) @@ -115,7 +124,8 @@ def tactician_factory(cls=None, **kwargs): -------- tac : The Tactician """ - modules = ['obztak.tactician','obztak.maglites','obztak.bliss','obztak.maglites2'] + #modules = ['obztak.tactician','obztak.maglites','obztak.bliss','obztak.maglites2'] + modules = ['obztak.tactician']+MODULES if cls is None: cls = get_survey() cls = TACTICIANS.get(cls,cls) return factory(cls, modules=modules, **kwargs) diff --git a/obztak/field.py b/obztak/field.py index 325f797..48a8de1 100644 --- a/obztak/field.py +++ b/obztak/field.py @@ -28,6 +28,7 @@ ('SLEW', dict(dtype=float,value=-1.0)), ('MOONANGLE', dict(dtype=float,value=-1.0)), ('HOURANGLE', dict(dtype=float,value=-1.0)), + ('PROGRAM', dict(dtype='S30',value='')), ]) DTYPES = odict([(k,v['dtype']) for k,v in DEFAULTS.items()]) VALUES = odict([(k,v['value']) for k,v in DEFAULTS.items()]) @@ -47,11 +48,8 @@ ("filter", None), ("count", 1), ("expType", "object"), - #("program", PROGRAM), ("program", None), ("wait", "False"), - #("propid", PROPID), - #("proposer",'Bechtol'), ("propid", None), ("comment", ""), ]) @@ -62,6 +60,7 @@ ('RA','RA'), ('dec','DEC'), ('filter','FILTER'), + ('program','PROGRAM'), ]) class FieldArray(np.recarray): @@ -131,9 +130,12 @@ def seqid(self): def seqnum(self): return np.array([self.BANDS.index(f)+1 for f in self['FILTER']],dtype=int) + @property + def propid(self): + return np.repeat(PROPID,len(self)) + @property def comment(self): - #comment = 'MAGLITES v%s: '%__version__ comment = 'obztak v%s: '%__version__ comment += 'PRIORITY=%(PRIORITY)i, ' @@ -189,6 +191,9 @@ def to_sispi(self): sispi_dict = copy.deepcopy(self.SISPI_DICT) for sispi_key,field_key in SISPI_MAP.items(): sispi_dict[sispi_key] = r[field_key] + # Fill default program + if not sispi_dict['program']: + sispi_dict['program'] = self.SISPI_DICT['program'] sispi_dict['object'] = objects[i] sispi_dict['seqnum'] = seqnums[i] sispi_dict['seqid'] = seqids[i] @@ -306,7 +311,7 @@ def read(cls, filename): sispi = fileio.read_json(filename) return cls().load_sispi(sispi) elif ext in ('.csv','.txt'): - dtype = DTYPES.items() + #dtype = DTYPES.items() #recarray = fileio.csv2rec(filename,dtype=dtype) recarray = fileio.csv2rec(filename) return cls().load_recarray(recarray) @@ -323,6 +328,11 @@ def write(self, filename, **kwargs): elif ext in ('.csv','.txt'): data = self.to_recarray() fileio.rec2csv(filename,data,**kwargs) + elif ext in ('.fits','.fz','.gz'): + import fitsio + data = self.to_recarray() + kwargs.setdefault('clobber',True) + fitsio.write(filename,data, **kwargs) else: msg = "Unrecognized file extension: %s"%ext raise IOError(msg) @@ -374,16 +384,15 @@ def query(cls, **kwargs): return query -def fields2sispi(infile,outfile=None,force=False): - if not outfile: outfile = os.path.splitext(infile)[0]+'.json' - fields = FieldArray.read(infile) - if os.path.exists(outfile) and not force: - msg = "Output file already exists: %s"%(outfile) - raise IOError(msg) - logging.debug("Writing %s..."%outfile) - fields.write(outfile) - return outfile - +#def fields2sispi(infile,outfile=None,force=False): +# if not outfile: outfile = os.path.splitext(infile)[0]+'.json' +# fields = FieldArray.read(infile) +# if os.path.exists(outfile) and not force: +# msg = "Output file already exists: %s"%(outfile) +# raise IOError(msg) +# logging.debug("Writing %s..."%outfile) +# fields.write(outfile) +# return outfile if __name__ == "__main__": import argparse diff --git a/obztak/scheduler.py b/obztak/scheduler.py index c3951d5..4593622 100644 --- a/obztak/scheduler.py +++ b/obztak/scheduler.py @@ -256,6 +256,7 @@ def run(self, tstart=None, tstop=None, clip=False, plot=False, mode=None): logging.warning(msg) # Select one (or more) fields from the tactician + field_select = self.select_field(date, mode) try: field_select = self.select_field(date, mode) except Exception as e: diff --git a/obztak/survey.py b/obztak/survey.py index d361b4e..4e50bdc 100644 --- a/obztak/survey.py +++ b/obztak/survey.py @@ -18,7 +18,7 @@ from obztak.utils.projector import cel2gal from obztak.utils.date import datestring -from obztak.utils.constants import BANDS,SMASH_POLE,CCD_X,CCD_Y,STANDARDS +from obztak.utils.constants import BANDS,SMASH_POLE,CCD_X,CCD_Y,STANDARDS,DECAM class Survey(object): """Base class for preparing a survey. Creates a list of observation @@ -74,6 +74,7 @@ def prepare_windows(self, nights, horizon=-14., standards=True, outfile=None): observation_windows = [] for date, mode in nights: + mode = mode.lower().strip() observatory.date = '%s 03:00'%(date) observatory.date = observatory.date + 24. * ephem.hour @@ -240,6 +241,30 @@ def coverage(self, ra, dec, nside=1024): m[pix] = cts return m + + @staticmethod + def select_in_path(filename,ra,dec,polys=None,wrap=180.): + import matplotlib.path + from matplotlib import mlab + ra,dec = np.copy(ra), np.copy(dec) + + try: + data = np.genfromtxt(filename,names=['ra','dec','poly']) + except ValueError: + data = np.genfromtxt(filename,names=['ra','dec']) + data = mlab.rec_append_fields(data,'poly',np.zeros(len(data))) + + paths = [] + ra -= 360 * (ra > wrap) + + for p in np.unique(data['poly']): + if polys and (p not in polys): continue + poly = data[data['poly'] == p] + vertices = np.vstack(np.vstack([poly['ra'],poly['dec']])).T + paths.append(matplotlib.path.Path(vertices)) + sel = np.sum([p.contains_points(np.vstack([ra,dec]).T) for p in paths],axis=0) > 0 + return sel + @staticmethod def footprint(ra,dec): """" Dummy footprint selection. @@ -252,11 +277,86 @@ def footprint(ra,dec): Returns: -------- sel : Selection of fields within the footprint - """ sel = np.ones(len(ra),dtype=bool) return sel + @staticmethod + def footprintDES(ra,dec): + """ Selecting exposures in the DES footprint + + Parameters: + ----------- + ra : Right ascension (deg) + dec: Declination (deg) + + Returns: + -------- + sel : Selection of fields within the footprint + """ + filename = fileio.get_datafile('des-round17-poly.txt') + return Survey.select_in_path(filename,ra,dec) + + @staticmethod + def footprintSMASH(ra,dec,angsep=DECAM): + """ Selecting exposures in the SMASH island footprint. + + Parameters: + ----------- + ra : Right ascension (deg) + dec: Declination (deg) + angsep : Angular separation (deg) + + Returns: + -------- + sel : Selection of fields within the footprint + """ + sel = np.zeros(len(ra),dtype=bool) + #filename = fileio.get_datafile('smash_fields_final.txt') + filename = fileio.get_datafile('smash_check_calibrated_v6.fits') + smash = fitsio.read(filename) + smash = smash[smash['NUCALIB'] != 0] + idx1,idx2,sep = obztak.utils.projector.match(ra,dec,smash['RA'],smash['DEC']) + sel[idx1[sep < angsep]] = True + return sel + + @staticmethod + def footprintDECALS(ra,dec): + """ Selecting exposures in the DESI footprint. + + Parameters: + ----------- + ra : Right ascension (deg) + dec: Declination (deg) + + Returns: + -------- + sel : Selection of fields within the footprint + """ + import matplotlib.path + ra,dec = np.copy(ra), np.copy(dec) + filename = fileio.get_datafile('decals-poly.txt') + sel = Survey.select_in_path(filename,ra,dec) + #sel |= Survey.select_in_path(filename,ra,dec, wrap=360., poly=[3,4]) + return sel + + @staticmethod + def footprintMilkyWay(ra,dec,angsep=10.): + """ Selecting fields close to the Milky Way plane. + + Parameters: + ----------- + ra : Right ascension (deg) + dec: Declination (deg) + angsep : Angular separation (deg) + + Returns: + -------- + sel : Selection of fields within the footprint + """ + glon,glat = cel2gal(ra,dec) + return (np.fabs(glat) < angsep) + @staticmethod def no_dither(ra,dec,dx,dy): """Non-op""" @@ -278,6 +378,7 @@ def smash_dither(ra,dec,dx,dy): ra, dec : Dithered ra,dec tuple """ + if float(dx) == 0.0 and float(dy) == 0.0: return ra,dec ra0,dec0 = SMASH_POLE # Rotate the pole at SMASH_POLE to (0,-90) R1 = obztak.utils.projector.SphericalRotator(ra0,90+dec0); @@ -304,6 +405,7 @@ def decam_dither(ra,dec,dx,dy): -------- ra, dec : Dithered ra,dec tuple """ + if float(dx) == 0.0 and float(dy) == 0.0: return ra,dec out = [] for _ra,_dec in zip(ra,dec): out.append(obztak.utils.projector.SphericalRotator(_ra,_dec).rotate(dx,dy,invert=True)) @@ -325,6 +427,7 @@ def smash_rotate(ra,dec,dx,dy): -------- ra, dec : Dithered ra,dec tuple """ + if float(dx) == 0.0 and float(dy) == 0.0: return ra,dec ra0,dec0 = SMASH_POLE # Rotate the pole at SMASH_POLE to (0,-90) R1 = obztak.utils.projector.SphericalRotator(ra0,90+dec0); @@ -351,6 +454,7 @@ def rotate(ra,dec,dx,dy): -------- ra, dec : Dithered ra,dec tuple """ + if float(dx) == 0.0 and float(dy) == 0.0: return ra,dec R = obztak.utils.projector.SphericalRotator(dx,dy) return R.rotate(ra,dec) @@ -370,6 +474,7 @@ def coord_rotate(ra,dec,dx,dy): -------- ra, dec : Dithered ra,dec tuple """ + if float(dx) == 0.0 and float(dy) == 0.0: return ra,dec ra0,dec0 = (0,-90) # Rotate the pole at SMASH_POLE to (0,-90) R1 = obztak.utils.projector.SphericalRotator(ra0,90+dec0); @@ -407,12 +512,14 @@ def decals_rotate(ra,dec,dx,dy): ra, dec : Dithered ra,dec tuple """ + if float(dx) == 0.0 and float(dy) == 0.0: return ra,dec from astropy.modeling.rotations import EulerAngleRotation R = EulerAngleRotation(dx,dy,0,'zyx') ra1,dec1 = R(ra,dec) ra1 += 360 * (ra1 < 0) return ra1,dec1 + ############################################################ def survey_coverage(nside=1024, bands=['g','r','i','z'],propid=None, exptime=30, teff=0.01): @@ -471,16 +578,16 @@ def parser(): parser = Parser(description=description,formatter_class=formatter) parser.add_argument('--survey',default=None, help='Type of survey to schedule.') - parser.add_argument('-p','--plot',action='store_true', - help='Plot output.') - parser.add_argument('-f','--fields',default='target_fields.csv', - help='List of all target fields.') - parser.add_argument('-w','--windows',default='observation_windows.csv', - help='List of observation windows.') parser.add_argument('-d','--dither',default='smash_dither', help='Dithering scheme.') + parser.add_argument('-f','--fields',default='target_fields.csv', + help='List of all target fields.') + parser.add_argument('-p','--plot',action='store_true', + help='Plot output.') parser.add_argument('-s','--smcnod',action='store_true', help='Include SMC Northern Overdensity fields.') + parser.add_argument('-w','--windows',default='observation_windows.csv', + help='List of observation windows.') parser.add_argument('--no-standards',action='store_false',dest='standards', help = "Don't include time for standard star observations.") return parser diff --git a/obztak/utils/fileio.py b/obztak/utils/fileio.py index 6a07353..15a6d29 100644 --- a/obztak/utils/fileio.py +++ b/obztak/utils/fileio.py @@ -1,6 +1,6 @@ #!/usr/bin/env python """ -Deal with file input/output +Deal with file input/output. """ import os,pwd from os.path import splitext, exists, join @@ -31,7 +31,7 @@ def get_datafile(filename): if not os.path.exists(filepath): msg = "File does not exists: %s"%filepath - raise IOError(msg) + logging.warn(msg) else: return filepath @@ -97,11 +97,11 @@ def rec2csv(filename,data,**kwargs): #mlab.rec2csv(data,outfile,formatd=formatd,**kwargs) -def write_json(outfile,data,**kwargs): +def write_json(filename,data,**kwargs): kwargs.setdefault('indent',4) json.encoder.FLOAT_REPR = lambda o: format(o, '.4f') - with open(outfile,'wb') as out: + with open(filename,'wb') as out: # It'd be nice to have a header #out.write(header()) out.write(json.dumps(data,**kwargs)) @@ -110,8 +110,20 @@ def read_json(filename,**kwargs): with open(filename,'r') as f: return json.loads(f.read(),**kwargs) -def fields2sispi(infile,outfile=None,force=False): - if not outfile: outfile = splitext(infile)[0]+'.json' +def fields2sispi(filename,outfile=None,force=False): + """ Convert a file of fields to a sispi json file. + + Parameters: + ----------- + filename : input filename + outfile : output filename + force : overwrite output + + Returns: + -------- + outfile : output filename + """ + if not outfile: outfile = splitext(filename)[0]+'.json' fields = FieldArray.read(filename) if exists(outfile) and not force: msg = "Output file already exists: %s"%(outfile) From c87aab3d806edbee7d2cbafff918bf0493d8b489 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 18 Jan 2019 15:53:21 -0600 Subject: [PATCH 025/104] tactician mode --- obztak/scheduler.py | 19 +++++++++++++++---- obztak/survey.py | 1 + 2 files changed, 16 insertions(+), 4 deletions(-) diff --git a/obztak/scheduler.py b/obztak/scheduler.py index 4593622..c2582cf 100644 --- a/obztak/scheduler.py +++ b/obztak/scheduler.py @@ -145,8 +145,19 @@ def load_completed_fields(self, completed_fields=None): self.completed_fields = self.completed_fields + new_fields return self.completed_fields - def create_tactician(self, mode=None): - return tactician_factory(cls=mode,mode=mode) + def create_tactician(self, cls=None, mode=None): + """ Create a tactician in the given mode. + + Parameters: + ----------- + cls : the tactician class [defaults to survey] + mode: the tactician mode + + Returns: + -------- + tac : the tactician + """ + return tactician_factory(cls=cls, mode=mode) def select_field(self, date, mode=None): """ @@ -163,7 +174,7 @@ def select_field(self, date, mode=None): """ sel = ~np.in1d(self.target_fields['ID'],self.completed_fields['ID']) - self.tactician = self.create_tactician(mode) + self.tactician = self.create_tactician(mode=mode) self.tactician.set_date(date) self.tactician.set_target_fields(self.target_fields[sel]) self.tactician.set_completed_fields(self.completed_fields) @@ -231,7 +242,7 @@ def run(self, tstart=None, tstop=None, clip=False, plot=False, mode=None): logging.info(msg) # This is not safe since tactician is re-created in select_field - self.tactician = self.create_tactician(mode) + self.tactician = self.create_tactician(mode=mode) msg = "Scheduling with '%s' in mode '%s'"%(self.tactician.__class__.__name__,self.tactician.mode) logging.info(msg) diff --git a/obztak/survey.py b/obztak/survey.py index 4e50bdc..934271a 100644 --- a/obztak/survey.py +++ b/obztak/survey.py @@ -311,6 +311,7 @@ def footprintSMASH(ra,dec,angsep=DECAM): -------- sel : Selection of fields within the footprint """ + import fitsio sel = np.zeros(len(ra),dtype=bool) #filename = fileio.get_datafile('smash_fields_final.txt') filename = fileio.get_datafile('smash_check_calibrated_v6.fits') From 94fabf832b315b8ce4b3005ad90957989b335306 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Wed, 23 Jan 2019 23:00:24 -0600 Subject: [PATCH 026/104] tiling creation --- obztak/scratch/create-tiling.py | 109 ++++++++++++++++++++++++++++++++ 1 file changed, 109 insertions(+) create mode 100644 obztak/scratch/create-tiling.py diff --git a/obztak/scratch/create-tiling.py b/obztak/scratch/create-tiling.py new file mode 100644 index 0000000..73ddeda --- /dev/null +++ b/obztak/scratch/create-tiling.py @@ -0,0 +1,109 @@ +#!/usr/bin/env python +""" +Create various tiling schemes. +""" +__author__ = "Alex Drlica-Wagner" +import fitsio +import numpy as np + +from obztak.utils import fileio +from obztak.survey import Survey +from obztak.utils.constants import BANDS,SMASH_POLE,CCD_X,CCD_Y,STANDARDS,COLORS,DECAM + +from obztak.ddgs import DdgsSurvey +from obztak.maglites import MaglitesSurvey +from obztak.maglites2 import Maglites2Survey + +DECALS = fitsio.read(fileio.get_datafile('decam-tiles_obstatus.fits')) +SMASH = np.genfromtxt(fileio.get_datafile('smash_fields_alltiles.txt'), + dtype=[('TILEID','>i4'),('RA','>f8'),('DEC','>f8')]) +N = len(DECALS)/3 +DTYPE = [ + ('TILEID','>i4'),('PASS','>i2'),('RA','>f8'),('DEC','>f8'), + ('IN_DES',bool),('IN_DECALS',bool),('IN_SMASH',bool),('IN_MAGLITES',bool), +] + +def create_fields(base, offsets, dither): + base = np.copy(base) + fields =[] + for i,off in enumerate(offsets): + data = np.zeros(len(base),dtype=DTYPE) + data['TILEID'] = base['TILEID'] + data['PASS'] = i+1 + ra_dither,dec_dither = dither(base['RA'],base['DEC'],off[0],off[1]) + data['RA'] = ra_dither + data['DEC'] = dec_dither + fields.append(data) + return np.concatenate(fields) + +def create_smash_fields(): + offsets = [(0.,0.), (1.0,0.0), (-1.0,0.0), (0.0,-0.75)] + base = SMASH + dither = Survey.smash_dither + return create_fields(base, offsets, dither) + +def create_bliss_fields(): + offsets = [(0., 0.), (8/3.*CCD_X, -11/3.*CCD_Y), + (8/3.*CCD_X, 8/3.*CCD_Y), (-8/3.*CCD_X, 0.)] + base = DECALS[:N] + dither = Survey.decals_rotate + return create_fields(base, offsets, dither) + +def create_decals_fields(): + """ Replicate first 3 DECaLS tilings from + decam-tiles_obstatus.fits and add a 4th tiling. + """ + offsets = [(0.,0.),(-0.2917, 0.0833), + (-0.5861, 0.1333), + (-0.8805,0.1833) + ] + base = DECALS[:N] + dither = Survey.decals_rotate + return create_fields(base, offsets, dither) + +def find_decals_rotate(n=1): + """ Find the DECaLS rotation scheme. """ + if n > 3: raise ValueError("Only 3 chunks of DECaLS exposures.") + from scipy.optimize import root, minimize + ra0,dec0 = DECALS[:N]['RA'],DECALS[:N]['DEC'] + ra1,dec1 = DECALS[n*N:(n+1)*N]['RA'],DECALS[n*N:(n+1)*N]['DEC'] + def fn(p): + dx,dy=p + ra2,dec2 = Survey.decals_rotate(ra0,dec0,dx,dy) + return np.sum( (ra1-ra2)**2 + (dec1-dec2)**2) + + result = minimize(fn,x0=(-0.3,0.1), bounds=[[-1.0,1.0],[-1.0,1.0]], + method='BFGS',tol=1e-5) + print result['x'] + return result + +def set_footprints(data): + """ Set survey footprint information """ + data['IN_DES'] = Survey.footprintDES(data['RA'],data['DEC']) + data['IN_DECALS'] = Survey.footprintDECALS(data['RA'],data['DEC']) + data['IN_SMASH'] = Survey.footprintSMASH(data['RA'],data['DEC'],DECAM) + + data['IN_MAGLITES'] = MaglitesSurvey.footprint(data['RA'],data['DEC']) + data['IN_MAGLITES'] |= Maglites2Survey.footprint(data['RA'],data['DEC']) + +if __name__ == "__main__": + import argparse + parser = argparse.ArgumentParser(description=__doc__) + args = parser.parse_args() + + smash = create_smash_fields() + set_footprints(smash) + outfile = 'decam-tiles-smash-v1.fits.gz' + fitsio.write(outfile,smash,clobber=True) + + decals = create_decals_fields() + set_footprints(decals) + outfile = 'decam-tiles-decals-v1.fits.gz' + fitsio.write(outfile,decals,clobber=True) + + # v0 : had the 0-rotation being executed + # v1 : should be functionally identical to v0 + bliss = create_bliss_fields() + set_footprints(bliss) + outfile = 'decam-tiles-bliss-v2.fits.gz' + fitsio.write(outfile,bliss,clobber=True) From 0c04cc118515196c9e15a4f8b67d55ce106a5c49 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Wed, 23 Jan 2019 23:00:58 -0600 Subject: [PATCH 027/104] date --- obztak/scratch/coverage.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/obztak/scratch/coverage.py b/obztak/scratch/coverage.py index b9fa651..6687ac1 100644 --- a/obztak/scratch/coverage.py +++ b/obztak/scratch/coverage.py @@ -5,6 +5,7 @@ import sys from collections import OrderedDict as odict import warnings +import datetime import healpy as hp import numpy as np @@ -99,13 +100,14 @@ def ang2disc(nside, lon, lat, radius, inclusive=False, fact=4, nest=False): _max[pix] = np.clip(_max[pix],d['teff']*d['exptime'],None) _sum[pix] += d['teff']*d['exptime'] + hdr = dict(DATE=str(datetime.date.today())) outfile = "decam_sum_expmap_%s_n%s.fits.gz"%(band,NSIDE) print "Writing %s..."%outfile - hp.write_map(outfile,_sum) + hp.write_map(outfile,_sum,extra_header=hdr) outfile = "decam_max_expmap_%s_n%s.fits.gz"%(band,NSIDE) print "Writing %s..."%outfile - hp.write_map(outfile,_max) + hp.write_map(outfile,_max,extra_header=hdr) print From 214ea47967287aa4c3ea5f5b92b5d054147a75bb Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Tue, 5 Feb 2019 16:58:07 -0600 Subject: [PATCH 028/104] seeing --- obztak/seeing.py | 245 +++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 245 insertions(+) create mode 100644 obztak/seeing.py diff --git a/obztak/seeing.py b/obztak/seeing.py new file mode 100644 index 0000000..770be65 --- /dev/null +++ b/obztak/seeing.py @@ -0,0 +1,245 @@ +#!/usr/bin/env python +""" +Generic python script. +""" +__author__ = "Alex Drlica-Wagner" +from collections import OrderedDict as odict +import logging +import copy + +import numpy as np +import pandas as pd +import dateutil.parser +import ephem + +from obztak.utils import fileio +from obztak.utils.date import datestring +from obztak.utils.database import Database + + +# These are nominal values from eric neilsen +# WAVE[x] = (lambda[x]/lambda[i])**0.2 +WAVE = odict([ + ( 'u' , 0.86603 ), # u (380nm) -> i (780nm) + ( 'g' , 0.9067 ), # g (480nm) -> i (780nm) + ( 'r' , 0.9609 ), # r (640nm) -> i (780nm) + ( 'i' , 1.0 ), # i (780nm) -> i (780nm) + ( 'z' , 1.036 ), # z (920nm) -> i (780nm) + ( 'Y' , 1.0523 ), # Y (990nm) -> i (780nm) + ('dimm', 1/1.0916 ), # dimm (500 nm)->i (780nm) +]) +WAVE_DF = pd.DataFrame({'filter':WAVE.keys(),'trans':WAVE.values()}) +DECAMINST = 0.5 # DECam instrumental contribution to the PSF [arcsec] +DIMMINST = 0.0 # DIMM instrumental contribution to the PSF [arcsec] + +def convert(fwhm_1, + band_1='dimm', airmass_1=1.0, inst_1=DIMMINST, + band_2='i', airmass_2=1.0, inst_2=DECAMINST): + + """ + Convert observed seeing value to another band and airmass. + + Parameters: + ----------- + fwhm_1 : observed fwhm [arcsec] + band_1 : observed band ['g','r','i','z','Y','dimm'] + airmass_1: observed airmass + inst_1 : instrumental contribution to the observed psf [arcsec] + + band_2 : output band ['g','r','i','z','Y','dimm'] + airmass_2 : output airmass + inst_2 : instrumental contribution to the output psf [arcsec] + + Returns: + -------- + fwhm_2 : output fwhm [arcsec] + """ + fwhm = np.sqrt(fwhm_1**2 - inst_1**2) + if np.isscalar(band_1): + wave_1 = WAVE[band_1] + else: + wave_1 = WAVE_DF.merge(pd.DataFrame({'filter':band_1}), on='filter').to_records()['trans'] + + if np.isscalar(band_2): + wave_2 = WAVE[band_2] + else: + wave_2 = WAVE_DF.merge(pd.DataFrame({'filter':band_2}), on='filter').to_records()['trans'] + + import pdb; pdb.set_trace() + + fwhm_2 = fwhm * (wave_1/wave_2) * (airmass_2/airmass_1)**(0.6) + + return np.hypot(fwhm_2, inst_2) + +class Seeing(): + """Class to manage seeing data. Seeign data is stored in two member variables: + + self.raw : the raw data before transformation + self.data: seeing data transformed atmospheric i-band zenith + + The two values differ in that self.raw can have any source and + includes the instrumental contribution. In contrast, self.data is + the "atmospheric" i-band FWHM (arcsec). To get a prediction of the + observed PSF, use `get_fwhm`. + """ + DTYPE = [('date',' (self.date - timedelta)) + ancient = (dt < (self.date - timedelta)) & (dt > (self.date - 2*timedelta)) + + # Observed log of the atmospheric psf i-band zenith + x = np.log10([np.median(self.data[recent]['fwhm']), + np.median(self.data[ancient]['fwhm'])]) + # Nominal atmospheric psf i-band zenith fwhm = 0.9" + xmu = np.log10(0.9) + + # Predicted log of the atmospheric psf + xpred = xmu + 0.8 * (x[0] - xmu) + 0.14 * (x[1] - xmu) + + fwhm_pred = convert(10**xpred, + band_1='i' , airmass_1=1.0 , inst_1=0.0, + band_2=band, airmass_2=airmass, inst_2=inst) + return fwhm_pred + + +class DimmSeeing(Seeing): + """Estimate seeing from the DIMM.""" + + @classmethod + def read_file(cls, filename): + if filename is None: return None + df = pd.read_csv(filename,names=['date','fwhm'], + parse_dates=['date'],index_col=['date']) + return df + + def get_data(self, date=None, timedelta='30m'): + self.set_date(date) + tmax = self.date + tmin = self.date - pd.Timedelta(timedelta) + if self.df is None: + # Don't want to create the DB each time? + db = Database() + db.connect() + query =""" + select date, dimm2see as fwhm from exposure + where date > '%s' and date < '%s' + and filter != 'VR' + """%(tmin, tmax) + logging.debug(query) + raw = db.query2rec(query) + else: + sel = (self.df.index > tmin) & (self.df.index < tmax) + raw = self.df[sel].to_records() + return raw + + def load_data(self, date=None, timedelta='30m'): + raw = self.get_data(date, timedelta) + + # Save the raw dimm values + self.raw = np.recarray(len(raw),dtype=self.DTYPE) + self.raw['date'] = raw['date'] + self.raw['fwhm'] = raw['fwhm'] + self.raw['airmass'] = 1.0 + self.raw['filter'] = 'dimm' + + # Convert to i-band zenith + self.data = copy.deepcopy(self.raw) + self.data['filter'] = 'i' + self.data['airmass'] = 1.0 + + kwargs = dict(band_1='dimm', inst_1=DIMMINST, airmass_1=self.raw['airmass']) + kwargs.update(band_2='i', inst_2=0.0 , airmass_2=self.data['airmass']) + self.data['fwhm'] = convert(self.raw['fwhm'],**kwargs) + + return self.data + +class QcSeeing(Seeing): + """Estimate seeing from the DECam QC values.""" + + @classmethod + def read_file(cls, filename): + if filename is None: return None + df = pd.read_csv(filename,names=['date','fwhm','airmass','filter'], + parse_dates=['date'],index_col=['date']) + return df + + def get_data(self, date=None, timedelta='30m'): + self.set_date(date) + tmax = self.date + tmin = self.date - pd.Timedelta(timedelta) + if self.df is None: + # Don't want to create the DB each time? + db = Database() + db.connect() + query =""" + select date, qc_fwhm as fwhm, airmass, filter from exposure + where date > '%s' and date < '%s' + and filter != 'VR' + """%(tmin, tmax) + logging.debug(query) + raw = db.query2rec(query) + else: + sel = (self.df.index > tmin) & (self.df.index < tmax) + raw = self.df[sel].to_records() + + return raw + + def load_data(self, date=None, timedelta='30m'): + raw = self.get_data(date,timedelta) + + # Save the raw dimm values + self.raw = np.recarray(len(raw),dtype=self.DTYPE) + self.raw['date'] = raw['date'] + self.raw['fwhm'] = raw['fwhm'] + self.raw['airmass'] = raw['airmass'] + self.raw['filter'] = raw['filter'] + + # Convert to i-band zenith + self.data = copy.deepcopy(self.raw) + self.data['filter'] = 'i' + self.data['airmass'] = 1.0 + + kwargs = dict(band_1=self.raw['filter'], inst_1=DECAMINST, airmass_1=self.raw['airmass']) + kwargs.update(band_2='i', inst_2=0.0 , airmass_2=self.data['airmass']) + self.data['fwhm'] = convert(self.raw['fwhm'],**kwargs) + + return self.data + +if __name__ == "__main__": + import argparse + parser = argparse.ArgumentParser(description=__doc__) + args = parser.parse_args() From 2d7c03e17c5cf48f30aae5ca83050019351e8f21 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Thu, 7 Feb 2019 20:58:24 -0600 Subject: [PATCH 029/104] seeing exe --- bin/seeing | 60 ++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 60 insertions(+) create mode 100755 bin/seeing diff --git a/bin/seeing b/bin/seeing new file mode 100755 index 0000000..7084c6f --- /dev/null +++ b/bin/seeing @@ -0,0 +1,60 @@ +#!/usr/bin/env python +""" +Executable for predicting the seeing. +""" +import os +import logging +import ephem + +import obztak.seeing +from obztak.seeing import DECAMINST,WAVE +from obztak.utils.date import datestr +from obztak.utils.parser import Parser, DatetimeAction + +BANDS = WAVE.keys() + +def main(): + parser = Parser(description=__doc__) + parser.add_argument('-m','--mode',default=None,choices=['dimm','qc'], + help='mode seeing estimation.') + parser.add_argument('--utc',dest='utc',action=DatetimeAction, + help="time for seeing estimate.") + + parser.add_argument('-a','--airmass',default=1.0,type=float, + help='output airmass') + parser.add_argument('-b','--band',choices=BANDS,default='i', + help="output band to predict.") + parser.add_argument('-i','--inst',default=DECAMINST,type=float, + help="file to read data from.") + parser.add_argument('-t','--timedelta',default='10m', + help="time delta to average.") + + parser.add_argument('-f','--filename',default=None, + help="file to read data from.") + args = parser.parse_args() + + date = ephem.Date(args.utc) if args.utc else ephem.now() + + if args.mode == 'dimm': + seeing = obztak.seeing.DimmSeeing(filename=args.filename) + elif args.mode == 'qc': + seeing = obztak.seeing.QcSeeing(filename=args.filename) + else: + seeing = obztak.seeing.QcSeeing(filename=args.filename) + + seeing.set_date(datestr(date)) + + kwargs = dict(band=args.band,airmass=args.airmass,timedelta=args.timedelta, + inst=args.inst) + + fwhm = seeing.get_fwhm(**kwargs) + logging.debug('raw data:\n'+str(seeing.raw)) + logging.debug('i-band zenith atmospheric fwhm:\n'+str(seeing.data)) + + msg = "Predicted FWHM in {band}-band at airmass {airmass:.2f}: \n".format(**kwargs) + msg += "{:.2f} arcsec".format(fwhm) + logging.info(msg) + + +if __name__ == "__main__": + main() From e240647ca8a12ccd5bfbe39cfc68b240b08c3c76 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Thu, 7 Feb 2019 23:30:47 -0600 Subject: [PATCH 030/104] updates for observing --- bin/schedule_survey | 23 ++++-------- obztak/scheduler.py | 59 +++++++++++++++++++++++++---- obztak/scratch/coverage.py | 18 ++++++--- obztak/seeing.py | 6 +-- obztak/survey.py | 22 +++++++++++ obztak/tactician.py | 17 +++++---- obztak/utils/constants.py | 9 +++-- obztak/utils/database.py | 77 ++++++++++++++++++++++++++++++++++++-- 8 files changed, 183 insertions(+), 48 deletions(-) diff --git a/bin/schedule_survey b/bin/schedule_survey index 215405d..1cbb59c 100755 --- a/bin/schedule_survey +++ b/bin/schedule_survey @@ -19,10 +19,16 @@ def main(): scheduler = scheduler_factory(target_fields=args.fields, windows=args.windows, completed_fields=args.complete) + + basedir = args.outfile if args.outfile else 'survey' + if not os.path.exists(basedir): os.makedirs(basedir) + logging.info(basedir) + try: survey = scheduler.schedule_survey(start=args.utc_start,end=args.utc_end, chunk=args.chunk,plot=args.plot, - mode=args.mode) + mode=args.mode,write=True, + dirname=basedir) except ValueError as error: logging.warn(str(error)) survey = scheduler.scheduled_nites @@ -30,21 +36,8 @@ def main(): # Write all completed fields scheduler.completed_fields.write('survey_fields.csv') - basedir = args.outfile if args.outfile else 'survey' - if not os.path.exists(basedir): os.makedirs(basedir) - print(basedir) - for nite,chunks in survey.items(): - outdir = os.path.join(basedir,nite) - if not os.path.exists(outdir): os.makedirs(outdir) - outfile = os.path.join(outdir,nite+'.json') - base,ext = os.path.splitext(outfile) - - for i,chunk in enumerate(chunks): - if len(chunks) > 1: - outfile = base+'_%02d'%(i+1)+ext - logging.debug("Writing %s..."%outfile) - chunk.write(outfile) + survey.write_nite(nite,chunks,dirname=basedir) return survey diff --git a/obztak/scheduler.py b/obztak/scheduler.py index c2582cf..a1f207e 100644 --- a/obztak/scheduler.py +++ b/obztak/scheduler.py @@ -50,6 +50,16 @@ def __init__(self,target_fields=None,windows=None,completed_fields=None): self.scheduled_fields = self.FieldType() self.observatory = CTIO() + self.create_seeing() + + def create_seeing(self,**kwargs): + import obztak.seeing + dirname ='/Users/kadrlica/delve/observing/data/' + basename = 'delve_sim_01.csv.gz' + filename = os.path.join(dirname,basename) + self.seeing = obztak.seeing.DimmSeeing(filename=filename) + + def load_target_fields(self, target_fields=None): if target_fields is None: target_fields = self._defaults['targets'] @@ -174,6 +184,7 @@ def select_field(self, date, mode=None): """ sel = ~np.in1d(self.target_fields['ID'],self.completed_fields['ID']) + # ADW: Why do we create the tactician each time? self.tactician = self.create_tactician(mode=mode) self.tactician.set_date(date) self.tactician.set_target_fields(self.target_fields[sel]) @@ -246,6 +257,11 @@ def run(self, tstart=None, tstop=None, clip=False, plot=False, mode=None): msg = "Scheduling with '%s' in mode '%s'"%(self.tactician.__class__.__name__,self.tactician.mode) logging.info(msg) + self.seeing.set_date(datestr(tstart)) + self.fwhm = self.seeing.get_fwhm(band='i',airmass=1.0) + logging.info("Predicted i-band zenith fwhm: %.2f arcsec"%self.fwhm) + logging.debug(self.seeing.raw) + date = tstart latch = True while latch: @@ -267,7 +283,6 @@ def run(self, tstart=None, tstop=None, clip=False, plot=False, mode=None): logging.warning(msg) # Select one (or more) fields from the tactician - field_select = self.select_field(date, mode) try: field_select = self.select_field(date, mode) except Exception as e: @@ -279,7 +294,8 @@ def run(self, tstart=None, tstop=None, clip=False, plot=False, mode=None): raise(e) # Now update the time from the selected field - date = ephem.Date(field_select[-1]['DATE']) + constants.FIELDTIME + fieldtime = field_select[-1]['EXPTIME']*ephem.second + constants.OVERHEAD + date = ephem.Date(field_select[-1]['DATE']) + fieldtime self.completed_fields = self.completed_fields + field_select self.scheduled_fields = self.scheduled_fields + field_select @@ -403,7 +419,13 @@ def schedule_nite(self,date=None,chunk=60,clip=False,plot=False,mode=None): msg = "Scheduling %s -- Chunk %i"%(start,i) logging.debug(msg) end = start+chunk - scheduled_fields = self.run(start,end,clip=clip,plot=False,mode=mode) + + try: + scheduled_fields = self.run(start,end,clip=clip,plot=False,mode=mode) + except ValueError: + # Write fields even if there is an error + #chunks.append(self.scheduled_fields) + break if plot: field_select = scheduled_fields[-1:] @@ -412,14 +434,16 @@ def schedule_nite(self,date=None,chunk=60,clip=False,plot=False,mode=None): import pdb; pdb.set_trace() chunks.append(scheduled_fields) - start = ephem.Date(chunks[-1]['DATE'][-1]) + constants.FIELDTIME + fieldtime = chunks[-1]['EXPTIME'][-1]*ephem.second + constants.OVERHEAD + start = ephem.Date(chunks[-1]['DATE'][-1]) + fieldtime #start = end if plot: raw_input(' ...finish... ') return chunks - def schedule_survey(self,start=None,end=None,chunk=60,plot=False,mode=None): + def schedule_survey(self,start=None,end=None,chunk=60,plot=False,mode=None, + write=False,dirname=None): """ Schedule the entire survey. @@ -456,15 +480,34 @@ def schedule_survey(self,start=None,end=None,chunk=60,plot=False,mode=None): self.scheduled_nites[nite] = chunks - if plot: - ortho.plotField(self.completed_fields[-1:],self.target_fields,self.completed_fields)#,options_basemap=dict(date='2017/02/21 05:00:00')) + if write: + self.write_nite(nite,chunks,dirname=dirname) + if plot: + ortho.plotField(self.completed_fields[-1:],self.target_fields, + self.completed_fields) if (raw_input(' ...continue ([y]/n)').lower()=='n'): import pdb; pdb.set_trace() if plot: raw_input(' ...finish... ') return self.scheduled_nites + def write_nite(self,nite,chunks,dirname=None): + if dirname: + outdir = os.path.join(dirname,nite) + else: + outdir = os.path.join(nite) + if not os.path.exists(outdir): os.makedirs(outdir) + outfile = os.path.join(outdir,nite+'.json') + base,ext = os.path.splitext(outfile) + + for i,chunk in enumerate(chunks): + if len(chunks) > 1: + outfile = base+'_%02d'%(i+1)+ext + logging.debug("Writing %s..."%outfile) + chunk.write(outfile) + + def write(self,filename): self.scheduled_fields.write(filename) @@ -492,7 +535,7 @@ def common_parser(cls): #parser.add_argument('-m','--mode',default='coverage', # help='Mode for scheduler tactician.') parser.add_argument('-m','--mode',default=None, - help='Mode for scheduler tactician.') + help='mode for scheduler tactician.') parser.add_argument('-w','--windows',default=None, help='observation windows.') parser.add_argument('-c','--complete',nargs='?',action='append', diff --git a/obztak/scratch/coverage.py b/obztak/scratch/coverage.py index 6687ac1..0962913 100644 --- a/obztak/scratch/coverage.py +++ b/obztak/scratch/coverage.py @@ -21,7 +21,8 @@ NSIDE = 1024 # resolution DECAM = 1.1 # DECam radius -BANDS = ['u','g','r','i','z','Y','VR'] +#BANDS = ['u','g','r','i','z','Y','VR'] +BANDS = ['u','g','r','i','z','Y'] #BANDS = ['VR'] #SkymapCls,suffix = DECamMcBride,'_mbt' @@ -29,9 +30,9 @@ # COALESCE(qc_teff,'NaN') query =""" -SELECT id as expnum, telra as ra, teldec as dec, exptime, filter, +SELECT id as expnum, telra as ra, teldec as dec, exptime, filter, propid, (CASE WHEN qc_teff is NULL THEN 'NaN' WHEN qc_teff=-1 THEN 'NAN' ELSE qc_teff END) as teff -FROM exposure where +FROM exposure WHERE aborted=False and exposed=True and digitized=True and built=True and delivered=True and discard=False and flavor = 'object' and telra between 0 and 360 and teldec between -90 and 90 and exptime >= 30 @@ -42,7 +43,11 @@ """%(",".join(["'%s'"%b for b in BANDS])) shephard = """ -select ra,teldec,filter,exptime,propid,to_char(to_timestamp(utc_beg), 'YYYY/MM/DD HH24:MI:SS.MS') AS DATE from exposure where (propid = '2016B-0288' or propid = '2017A-0367') and flavor = 'object' order by date +SELECT ra,teldec,filter,exptime,propid, +to_char(to_timestamp(utc_beg), 'YYYY/MM/DD HH24:MI:SS.MS') AS DATE +FROM exposure WHERE +(propid = '2016B-0288' or propid = '2017A-0367') +and flavor = 'object' order by date """ print(query) @@ -86,6 +91,8 @@ def ang2disc(nside, lon, lat, radius, inclusive=False, fact=4, nest=False): vec = ang2vec(lon,lat) return hp.query_disc(nside,vec,radius,inclusive,fact,nest) +# Do we want to make maps? +if True: sys.exit(0) for (band,_max),(band,_sum) in zip(max_skymaps.items(),sum_skymaps.items()): print band @@ -111,11 +118,10 @@ def ang2disc(nside, lon, lat, radius, inclusive=False, fact=4, nest=False): print +# Do we want to plot? if True: sys.exit(0) - cbar_kwargs = dict(orientation='horizontal',aspect=40) - fig = plt.figure(1); plt.clf() outbase = "decam_sum_expmap_%s_n%s" label = r'$\log_{10} \sum(t_{\rm eff} t_{\rm exp})$' diff --git a/obztak/seeing.py b/obztak/seeing.py index 770be65..fadf6ae 100644 --- a/obztak/seeing.py +++ b/obztak/seeing.py @@ -65,8 +65,6 @@ def convert(fwhm_1, else: wave_2 = WAVE_DF.merge(pd.DataFrame({'filter':band_2}), on='filter').to_records()['trans'] - import pdb; pdb.set_trace() - fwhm_2 = fwhm * (wave_1/wave_2) * (airmass_2/airmass_1)**(0.6) return np.hypot(fwhm_2, inst_2) @@ -157,7 +155,7 @@ def get_data(self, date=None, timedelta='30m'): query =""" select date, dimm2see as fwhm from exposure where date > '%s' and date < '%s' - and filter != 'VR' + and filter != 'VR' and dimm2see is not NULL """%(tmin, tmax) logging.debug(query) raw = db.query2rec(query) @@ -208,7 +206,7 @@ def get_data(self, date=None, timedelta='30m'): query =""" select date, qc_fwhm as fwhm, airmass, filter from exposure where date > '%s' and date < '%s' - and filter != 'VR' + and filter != 'VR' and qc_fwhm is not NULL """%(tmin, tmax) logging.debug(query) raw = db.query2rec(query) diff --git a/obztak/survey.py b/obztak/survey.py index 934271a..0e7f0f0 100644 --- a/obztak/survey.py +++ b/obztak/survey.py @@ -75,6 +75,7 @@ def prepare_windows(self, nights, horizon=-14., standards=True, outfile=None): observation_windows = [] for date, mode in nights: mode = mode.lower().strip() + # Afternoon observatory.date = '%s 03:00'%(date) observatory.date = observatory.date + 24. * ephem.hour @@ -105,6 +106,7 @@ def prepare_windows(self, nights, horizon=-14., standards=True, outfile=None): observation_windows = np.rec.fromrecords(observation_windows,names=names) if outfile: + logging.debug("Writing %s..."%outfile) fileio.rec2csv(outfile,observation_windows) return observation_windows @@ -341,6 +343,26 @@ def footprintDECALS(ra,dec): #sel |= Survey.select_in_path(filename,ra,dec, wrap=360., poly=[3,4]) return sel + @staticmethod + def footprintDECALS(ra,dec): + """ Selecting exposures in the DESI footprint. + + Parameters: + ----------- + ra : Right ascension (deg) + dec: Declination (deg) + + Returns: + -------- + sel : Selection of fields within the footprint + """ + import matplotlib.path + ra,dec = np.copy(ra), np.copy(dec) + filename = fileio.get_datafile('decals-poly.txt') + sel = Survey.select_in_path(filename,ra,dec) + #sel |= Survey.select_in_path(filename,ra,dec, wrap=360., poly=[3,4]) + return sel + @staticmethod def footprintMilkyWay(ra,dec,angsep=10.): """ Selecting fields close to the Milky Way plane. diff --git a/obztak/tactician.py b/obztak/tactician.py index 9ca5c9b..df9110b 100644 --- a/obztak/tactician.py +++ b/obztak/tactician.py @@ -198,15 +198,18 @@ def select_index(self): def select_fields(self): index = self.select_index() + fields = self.fields[index] - timedelta = constants.FIELDTIME*np.arange(len(index)) - if np.any(self.slew[index] > 5.): - # Apply a 30 second penalty for slews over 5 deg. - # This is not completely realistic, but better than nothing - # WARNING: This is broken when selecting two fields at once - timedelta += 30*ephem.second + timedelta = (fields['EXPTIME'] + constants.OVERHEAD)*np.arange(len(index)) + timedelta[self.slew[index] > 5.] += 30*ephem.second + + #timedelta = constants.FIELDTIME*np.arange(len(index)) + #if np.any(self.slew[index] > 5.): + # # Apply a 30 second penalty for slews over 5 deg. + # # This is not completely realistic, but better than nothing + # # WARNING: This is broken when selecting two fields at once + # timedelta += 30*ephem.second - fields = self.fields[index] fields['AIRMASS'] = self.airmass[index] fields['DATE'] = map(datestring,self.date+timedelta) fields['SLEW'] = self.slew[index] diff --git a/obztak/utils/constants.py b/obztak/utils/constants.py index c3b98e6..901673c 100644 --- a/obztak/utils/constants.py +++ b/obztak/utils/constants.py @@ -38,11 +38,12 @@ # Characteristics of the survey # 90 sec exposures with 30 sec between exposures -EXPTIME = 90*ephem.second # Exposure time -DOWNTIME = 30*ephem.second # Time between exposures from readout/slew +OVERHEAD = 30*ephem.second # Time between exposures from readout/slew +# These should be DEPRECATED NEXP = 2 # Number of exposures taken in a row -FIELDTIME = EXPTIME+DOWNTIME -BANDS = ('g','r') +EXPTIME = 90*ephem.second # Exposure time +FIELDTIME = EXPTIME+OVERHEAD # DEPRECATED +BANDS = ('g','r') # DEPRECATED # Time for taking standards STANDARDS = 10*ephem.minute diff --git a/obztak/utils/database.py b/obztak/utils/database.py index 6b20933..4d86b81 100644 --- a/obztak/utils/database.py +++ b/obztak/utils/database.py @@ -9,10 +9,68 @@ import os import logging +import datetime import psycopg2 import numpy as np +def desc2dtype(desc): + """ Covert from postgres type description to numpy dtype. + Tries to conform to the type mapping on the psycopg2 documentation: + https://pythonhosted.org/psycopg2/usage.html""" + # A list of all string types can be found in: + # from psycopg2.extensions import string_types + dtype = [] + for d in desc: + name = d.name + code = d.type_code + size = d.internal_size + # Booleans + if code == psycopg2.extensions.BOOLEAN: + dt = (name, bool) + # Numeric types + elif code == psycopg2.extensions.LONGINTEGER: + dt = (name, long) + elif code == psycopg2.extensions.INTEGER: + dt = (name, 'i%i'%size) + elif code == psycopg2.extensions.FLOAT: + dt = (name, 'f%i'%size) + elif code == psycopg2.NUMBER: + # Catchall for other numbers + dt = (name, float) + # Character strings + elif code == psycopg2.STRING: + if size > 0: + dt = (name, 'S%i'%size) + else: + # These are TEXT objects of undefined length + dt = (name, object) + elif code == psycopg2.extensions.UNICODE: + # Probably doesn't get called because STRING is a catchall + dt = (name, 'U%i'%size) + # Dates and times (should eventually move to np.datetime64) + elif code == psycopg2.extensions.DATE: + dt = (name, datetime.date) + elif code == psycopg2.extensions.TIME: + dt = (name, datetime.time) + elif code == psycopg2.extensions.INTERVAL: + dt = (name, datetime.timedelta) + elif code == psycopg2.DATETIME: + dt = (name, datetime.datetime) + elif code == psycopg2._psycopg.UNKNOWN: + dt = (name, object) + # Binary stuff + elif code == psycopg2.BINARY: + dt = (name, bytearray) + elif code == psycopg2.ROWID: + dt = (name, bytearray) + else: # Ignore other types for now. + msg = "Unrecognized type code: "+str(d) + raise TypeError(msg) + dtype.append(dt) + return dtype + + class Database(object): def __init__(self,dbname=None): @@ -81,18 +139,29 @@ def execute(self,query): def reset(self): self.connection.reset() - def get_columns(self,query=None): + def get_description(self,query=None): if query: self.select(query) - return [d[0] for d in self.cursor.description] + return self.cursor.description + + def get_columns(self,query=None): + return [d[0] for d in self.get_description(query)] + + def get_dtypes(self,query=None): + desc = self.get_description(query) + return desc2dtype(desc) def query2recarray(self,query): # Doesn't work for all data types data = self.execute(query) names = self.get_columns() + dtypes = self.get_dtypes() if not len(data): msg = "No data returned by query" - raise ValueError(msg) - return np.rec.array(data,names=names) + #raise ValueError(msg) + return np.recarray(0,dtype=dtypes) + + #return np.rec.array(data,names=names) + return np.rec.array(data,dtype=dtypes) query2rec = query2recarray From db3057343aa144775b45ac9fe4921b0d591ae2f6 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Thu, 7 Feb 2019 23:32:13 -0600 Subject: [PATCH 031/104] delve --- obztak/delve.py | 716 ++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 716 insertions(+) create mode 100644 obztak/delve.py diff --git a/obztak/delve.py b/obztak/delve.py new file mode 100644 index 0000000..6b2c54c --- /dev/null +++ b/obztak/delve.py @@ -0,0 +1,716 @@ +#!/usr/bin/env python +""" +Code related to the DECam Dwarf Galaxy Survey. +""" +import os,sys +import logging +import copy +from collections import OrderedDict as odict + +import pandas as pd +import numpy as np +import fitsio + +from obztak.field import FieldArray, SISPI_DICT, SEP +from obztak.survey import Survey +from obztak.scheduler import Scheduler +from obztak.tactician import Tactician + +from obztak.utils.projector import cel2gal, angsep +from obztak.utils import constants +from obztak.utils import fileio +from obztak.utils.constants import BANDS,SMASH_POLE,CCD_X,CCD_Y,STANDARDS,DECAM +from obztak.utils.constants import COLORS, CMAPS +from obztak.utils.date import datestring, setdefaults, nite2utc,utc2nite,datestr + +NAME = 'DELVE' +PROGRAM = NAME.lower() +PROPID = '2019A-0305' +PROPOSER = 'Drlica-Wagner' +BANDS = ['g','r','i'] +TILINGS = [1,2,3,4] +DONE = -1 + +class DelveSurvey(Survey): + """ Survey sublcass for BLISS. """ + + # 2019A SCHEDULED (bliss-windows.csv is actually used) + nights = [ + ['2019/02/07', 'second'], # phase=%, set= + ['2019/02/08', 'second'], # phase=%, set= + ['2019/02/09', 'second'], # phase=%, set= + ['2019/02/12', 'full '], # phase=%, set= + ['2019/02/13', 'full '], # phase=%, set= + ['2019/02/14', 'second'], # phase=%, set= + ['2019/02/15', 'full '], # phase=%, set= + ['2019/02/24', 'second'], # phase=%, set= + ['2019/02/25', 'second'], # phase=%, set= + ['2019/02/26', 'second'], # phase=%, set= + ['2019/02/27', 'second'], # phase=%, set= + ['2019/02/28', 'second'], # phase=%, set= + ['2019/03/01', 'second'], # phase=%, set= + ['2019/05/12', 'full '], # phase=%, set= + ['2019/05/13', 'full '], # phase=%, set= + ['2019/05/28', 'second'], # phase=%, set= + ['2019/05/29', 'second'], # phase=%, set= + ['2019/05/30', 'second'], # phase=%, set= + ['2019/05/31', 'second'], # phase=%, set= + ['2019/06/01', 'second'], # phase=%, set= + ['2019/06/02', 'second'], # phase=%, set= + ['2019/06/03', 'second'], # phase=%, set= + ['2019/06/04', 'second'], # phase=%, set= + ['2019/06/05', 'full '], # phase=%, set= + ['2019/06/06', 'full '], # phase=%, set= + ['2019/06/07', 'full '], # phase=%, set= + ['2019/06/08', 'full '], # phase=%, set= + ['2019/06/09', 'full '], # phase=%, set= + ['2019/06/23', 'second'], # phase=%, set= + ['2019/06/24', 'second'], # phase=%, set= + ['2019/06/25', 'second'], # phase=%, set= + ['2019/06/26', 'second'], # phase=%, set= + ['2019/06/27', 'second'], # phase=%, set= + ['2019/06/28', 'second'], # phase=%, set= + ] + + extra_nights = [] + + def prepare_fields(self, infile=None, outfile=None, plot=True, **kwargs): + """ Create the list of fields to be targeted by this survey. + + Parameters: + ----------- + infile : File containing all possible field locations. + outfile: Output file of selected fields + plot : Create an output plot of selected fields. + + Returns: + -------- + fields : A FieldArray of the selected fields. + """ + + if infile is None: + infile = fileio.get_datafile('decam-tiles-bliss-v1.fits.gz') + #infile = fileio.get_datafile('decam-tiles-smash-v1.fits.gz') + #infile = fileio.get_datafile('decam-tiles-decals-v1.fits.gz') + logging.info("Reading tiles from: %s"%os.path.basename(infile)) + data = fitsio.read(infile) + + deep_fields = self.create_deep_fields(data) + mc_fields = self.create_mc_fields(data) + wide_fields = self.create_wide_fields(data) + + fields = wide_fields + mc_fields + deep_fields + + if plot: + import pylab as plt + import skymap.survey + plt.ion() + + sel = [fields['PRIORITY'] > 0] + + plt.figure() + smap = skymap.survey.MaglitesSkymap() + smap.draw_fields(fields[sel],alpha=0.3,edgecolor='none') + smap.draw_des(c='r') + smap.draw_milky_way() + + plt.figure() + smap = skymap.survey.SurveyMcBryde() + smap.draw_fields(fields[sel],alpha=0.3,edgecolor='none') + smap.draw_des(c='r') + smap.draw_milky_way() + + + if outfile: + plt.savefig(os.path.splitext(outfile)[0]+'.png',bbox_inches='tight') + if not sys.flags.interactive: + plt.show(block=True) + + if outfile: fields.write(outfile) + + return fields + + def create_wide_fields(self, data, plot=False): + """ Create the wide field observations """ + logging.info("Creating DEEP fields...") + BANDS = ['g','i'] + EXPTIME = [90,90] + TILINGS = [4,4] + TEFF_MIN = pd.DataFrame(dict(FILTER=['g','i'],TEFF=[0.4,0.5])) + + nhexes = len(np.unique(data['TILEID'])) + nbands = len(BANDS) + + nfields = len(data)*nbands + + logging.info(" Number of hexes: %d"%nhexes) + logging.info(" Filters: %s"%BANDS) + logging.info(" Exposure time: %s"%EXPTIME) + logging.info(" Tilings: %s"%TILINGS) + + fields = FieldArray(nfields) + fields['PROGRAM'] = PROGRAM+'-wide' + fields['HEX'] = np.repeat(data['TILEID'],nbands) + fields['TILING'] = np.repeat(data['PASS'],nbands) + fields['RA'] = np.repeat(data['RA'],nbands) + fields['DEC'] = np.repeat(data['DEC'],nbands) + + fields['FILTER'] = np.tile(BANDS,len(data)) + fields['EXPTIME'] = np.tile(EXPTIME,len(data)) + fields['PRIORITY'] = fields['TILING'] + + sel = self.footprintWIDE(fields['RA'],fields['DEC']) + sel &= (~self.footprintMilkyWay(fields['RA'],fields['DEC'])) + sel &= (~self.footprintDES(fields['RA'],fields['DEC'])) + sel &= (~self.footprintSMASH(fields['RA'],fields['DEC'],angsep=0.75*DECAM)) + sel &= (~self.footprintMC(fields['RA'],fields['DEC'])) + # Avoid DEEP fields? No. + #sel &= (~self.footprintDEEP(fields['RA'],fields['DEC'])) + + fields = fields[sel] + + frac, depth = self.covered(fields) + + teffmin = pd.DataFrame(fields).merge(TEFF_MIN,on='FILTER').to_records()['TEFF'] + + fields['PRIORITY'][depth > teffmin*fields['TILING']*fields['EXPTIME']] = DONE + # Avoid MagLiteS-II for now + fields['PRIORITY'][self.footprintMaglites2(fields['RA'],fields['DEC'])] = DONE + + if plot: self.plot_depth(fields,depth,'delve-wide-%s-gt%i.png') + + logging.info("Number of target fields: %d"%len(fields)) + + outfile = 'delve-wide-fields.fits.fz' + logging.info("Writing %s..."%outfile) + fields.write(outfile,clobber=True) + + return fields + + + def create_mc_fields(self, data, plot=False): + """ Select fields around the LMC """ + logging.info("Creating MC fields...") + BANDS = ['g','r','i'] + EXPTIME = [267,267,333] + TILINGS = [4, 4, 4] + TEFF_MIN = pd.DataFrame(dict(FILTER=['g','r','i'],TEFF=[0.3,0.3,0.45])) + + nhexes = len(np.unique(data['TILEID'])) + nbands = len(BANDS) + + nfields = len(data)*nbands + + logging.info(" Number of hexes: %d"%nhexes) + logging.info(" Filters: %s"%BANDS) + logging.info(" Exposure time: %s"%EXPTIME) + logging.info(" Tilings: %s"%TILINGS) + + fields = FieldArray(nfields) + fields['PROGRAM'] = PROGRAM+'-mc' + fields['HEX'] = np.repeat(data['TILEID'],nbands) + fields['TILING'] = np.repeat(data['PASS'],nbands) + fields['RA'] = np.repeat(data['RA'],nbands) + fields['DEC'] = np.repeat(data['DEC'],nbands) + + fields['FILTER'] = np.tile(BANDS,len(data)) + fields['EXPTIME'] =np.tile(EXPTIME,len(data)) + fields['PRIORITY'] = fields['TILING'] + + sel = self.footprintMC(fields['RA'],fields['DEC']) + sel &= (~self.footprintDES(fields['RA'],fields['DEC'])) + sel &= (~self.footprintSMASH(fields['RA'],fields['DEC'],angsep=0.75*DECAM)) + sel &= (~self.footprintMilkyWay(fields['RA'],fields['DEC'])) + + fields = fields[sel] + + frac, depth = self.covered(fields) + + teffmin = pd.DataFrame(fields).merge(TEFF_MIN,on='FILTER').to_records()['TEFF'] + + fields['PRIORITY'][depth > teffmin*fields['TILING']*fields['EXPTIME']] = DONE + + # Avoid MagLiteS-II for now + fields['PRIORITY'][self.footprintMaglites2(fields['RA'],fields['DEC'])] = DONE + + if plot: self.plot_depth(fields,depth,'delve-mc-%s-gt%i.png',proj='maglites') + + logging.info("Number of target fields: %d"%len(fields)) + + outfile = 'delve-mc-fields.fits.fz' + logging.info("Writing %s..."%outfile) + fields.write(outfile,clobber=True) + + return fields + + def create_deep_fields(self, data, plot=False): + logging.info("Creating DEEP fields...") + BANDS = ['g','i'] + EXPTIME = [300,300] + dirname = '/Users/kadrlica/delve/observing/data' + hexbase = 100000 # hex offset + # target number and filename + basenames = odict([ + (000, 'sextansB_fields.txt'), + (100, 'ic5152_fields.txt'), + (200, 'ngc300_fields.txt'), + (300, 'ngc55_fields.txt') + ]) + + fields = FieldArray() + for num,basename in basenames.items(): + filename = os.path.join(dirname,basename) + target = np.genfromtxt(filename,names=True,dtype=None) + f = FieldArray(len(target)) + + filters = np.tile(BANDS,len(f)) + exptimes = np.tile(EXPTIME,len(f)) + + f['RA'] = target['ra'] + f['DEC'] = target['dec'] + f['HEX'] = hexbase + num + target['field'] + f['TILING'] = target['tiling'] + f['PRIORITY'] = num + target['priority'] + f['PROGRAM'] = PROGRAM+'-deep' + + # Group the fields by hex/tiling + f = np.repeat(f,len(BANDS)) + f['FILTER'] = filters + f['EXPTIME'] = exptimes + + fields = fields + f + + nhexes = len(np.unique(fields['HEX'])) + logging.info(" Number of hexes: %d"%nhexes) + logging.info(" Filters: %s"%BANDS) + logging.info(" Exposure time: %s"%EXPTIME) + + if plot: self.plot_depth(fields,depth,'delve-deep-%s-gt%i.png') + + logging.info("Number of target fields: %d"%len(fields)) + + outfile = 'delve-deep-fields.fits.fz' + logging.info("Writing %s..."%outfile) + fields.write(outfile,clobber=True) + + return fields + + def create_deep_fields2(self, data, plot=False): + """ DEPRECATED: Create the deep field observations """ + + logging.info("Creating DEEP fields...") + BANDS = ['g','i'] + EXPTIME = [300,300] + TILINGS = [15,10] + + d = data[data['PASS'] == 1] + sel = self.footprintDEEP(d['RA'],d['DEC']) + data = np.copy(d[sel]) + + nhexes = len(np.unique(data['TILEID'])) + ntilings = np.sum(TILINGS) + nbands = len(BANDS) + + nfields = np.sum( np.sum(sel) * np.array(TILINGS)) + + logging.info(" Number of hexes: %d"%nhexes) + logging.info(" Filters: %s"%BANDS) + logging.info(" Exposure time: %s"%EXPTIME) + logging.info(" Tilings: %s"%TILINGS) + + tilings = np.array(range(1,TILINGS[0]+1)+range(1,TILINGS[1]+1)) + filters = np.repeat(BANDS,TILINGS) + exptimes = np.repeat(EXPTIME,TILINGS) + + fields = FieldArray(nfields) + fields['PROGRAM'] = PROGRAM+'-deep' + fields['HEX'] = np.repeat(data['TILEID'],ntilings) + fields['RA'] = np.repeat(data['RA'],ntilings) + fields['DEC'] = np.repeat(data['DEC'],ntilings) + + fields['EXPTIME'] = np.tile(exptimes,nhexes) + fields['TILING'] = np.tile(tilings,nhexes) + fields['FILTER'] = np.tile(filters,nhexes) + fields['PRIORITY'] = fields['TILING'] + + frac, depth = self.covered(fields) + fields['PRIORITY'][depth > fields['TILING']*fields['EXPTIME']] = DONE + + if plot: self.plot_depth(fields,depth,'delve-deep-%s-gt%i.png') + + logging.info("Number of target fields: %d"%len(fields)) + + outfile = 'delve-deep-fields.fits.fz' + logging.info("Writing %s..."%outfile) + fields.write(outfile,clobber=True) + + return fields + + + @staticmethod + def footprintDEEP(ra,dec): + """ Selecting exposures around the deep drilling fields """ + ra,dec = np.copy(ra), np.copy(dec) + sel = np.zeros(len(ra),dtype=bool) + filename = fileio.get_datafile('LV_MC_analogs_DECam.txt') + targets = np.genfromtxt(filename,names=True,dtype=None) + for t in targets: + sel |= (angsep(t['RA'],t['Dec'],ra,dec) < t['r_vir']) + return sel + + @staticmethod + def footprintMC(ra,dec): + """ Selecting exposures around the Magellanic Clouds """ + ra,dec = np.copy(ra), np.copy(dec) + sel = angsep(constants.RA_LMC,constants.DEC_LMC,ra,dec) < 25.0 + sel |= angsep(constants.RA_SMC,constants.DEC_SMC,ra,dec) < 15.0 + + return sel + + @staticmethod + def footprintWIDE(ra,dec): + """ Selecting wide-field exposures plane """ + ra,dec = np.copy(ra), np.copy(dec) + sel = (dec < 0) + return sel + + @staticmethod + def footprintMaglites2(ra,dec): + from obztak.maglites2 import Maglites2Survey + return Maglites2Survey.footprint(ra,dec) + + @staticmethod + def covered(fields, percent=67.): + """ + Determine which fields haven't been previously covered by DECam + + Parameters: + ----------- + fields : field information + percent: fraction of the field that is covered + + Returns: + -------- + sel, frac : selection of fields and coverage fraction + """ + import healpy as hp + # These maps are SUM(teff * exptime) + dirname = '/Users/kadrlica/delve/observing/data' + basename = 'decam_sum_expmap_%s_n1024.fits.gz' + + sel = np.ones(len(fields),dtype=bool) + frac = np.zeros(len(fields),dtype=float) + depth = np.zeros(len(fields),dtype=float) + ra,dec,band=fields['RA'],fields['DEC'],fields['FILTER'] + + for b in np.unique(band): + idx = (band==b) + filename = os.path.join(dirname,basename%b) + logging.info("Reading %s..."%os.path.basename(filename)) + skymap = hp.read_map(filename,verbose=False) + + nside = hp.get_nside(skymap) + vec = hp.ang2vec(np.radians(90.-dec[idx]),np.radians(ra[idx])) + + f,d = [],[] + for i,v in enumerate(vec): + print '\r%s/%s'%(i+1,len(vec)), + sys.stdout.flush() + pix = hp.query_disc(nside,v,np.radians(constants.DECAM)) + # Find the 33rd percentile sum of effective exposure time + # i.e., 67% of the pixels have a larger SUM(teff * exptime) + d.append( np.percentile(skymap[pix],100-percent)) + # Find the detection fraction + f.append((skymap[pix] > d[-1]).sum()/float(len(pix))) + + print + frac[idx] = np.array(f) + depth[idx] = np.array(d) + + return frac,depth + + def plot_depth(self, fields, depth, outbase, proj='mcbryde', **kwargs): + import skymap, skymap.survey + import pylab as plt + bands = np.unique(fields['FILTER']) + ra,dec = fields['RA'],fields['DEC'] + for b in bands: + sel = fields['FILTER']==b + for d in np.unique(fields[sel]['EXPTIME']*fields[sel]['TILING'])[:-1]: + plt.figure() + if proj == 'mcbryde': smap = skymap.McBrydeSkymap() + elif proj == 'maglites': smap = skymap.survey.MaglitesSkymap() + smap.scatter(*smap(ra[sel],dec[sel]),c=depth[sel],vmax=d,edgecolor='none',s=3) + smap.draw_lmc(fc='none') + smap.draw_smc(fc='none') + plt.colorbar() + plt.savefig(outbase%(b,d),bbox_inches='tight') + plt.close() + + +class DelveFieldArray(FieldArray): + PROGRAM = PROGRAM + PROPID = PROPID + PROPOSER = PROPOSER + + SISPI_DICT = copy.deepcopy(SISPI_DICT) + SISPI_DICT["program"] = PROGRAM + SISPI_DICT["propid"] = PROPID + SISPI_DICT["proposer"] = PROPOSER + + OBJECT_FMT = NAME.upper() + ' field'+SEP+' %s' + SEQID_FMT = NAME.upper() + ' scheduled'+SEP+' %(DATE)s' + BANDS = BANDS + + @classmethod + def query(cls, **kwargs): + """ Generate the database query. + + Parameters: + ----------- + kwargs : Keyword arguments to fill the query. + + Returns: + -------- + query : The query string. + """ + defaults = dict(propid=cls.SISPI_DICT['propid'], limit='', + object_fmt = cls.OBJECT_FMT%'') + kwargs = setdefaults(kwargs,copy.deepcopy(defaults)) + + query =""" + SELECT object, seqid, seqnum, telra as RA, teldec as dec, + expTime, filter, + to_char(to_timestamp(utc_beg), 'YYYY/MM/DD HH24:MI:SS.MS') AS DATE, + COALESCE(airmass,-1) as AIRMASS, COALESCE(moonangl,-1) as MOONANGLE, + COALESCE(ha, -1) as HOURANGLE, COALESCE(slewangl,-1) as SLEW, PROGRAM + FROM exposure where propid = '%(propid)s' and exptime > 89 + and discard = False and delivered = True and flavor = 'object' + and object like '%(object_fmt)s%%' + -- #Discard exposures with teff < 0.1 + and not (qc_teff < 0.05 and (date > '2018/07/21 12:00:00' and date < '2018/07/22 12:00:00')) + ORDER BY utc_beg %(limit)s + """%kwargs + return query + + +class DelveScheduler(Scheduler): + _defaults = odict(Scheduler._defaults.items() + [ + ('tactician','coverage'), + ('windows',fileio.get_datafile("delve-windows.csv")), + ('targets',fileio.get_datafile("delve-target-fields.csv")), + ]) + + FieldType = DelveFieldArray + + +class DelveTactician(Tactician): + CONDITIONS = odict([ + (None, [1.0, 2.0]), + ('wide', [1.0, 1.4]), + ('deep', [1.0, 1.4]), + ('mc', [1.0, 2.0]), + ]) + + def __init__(self, *args, **kwargs): + super(DelveTactician,self).__init__(*args,**kwargs) + self.mode = kwargs.get('mode','wide') + + @property + def viable_fields(self): + viable = super(DelveTactician,self).viable_fields + viable &= (self.fields['PRIORITY'] >= 0) + return viable + + def skybright_select(self): + """Select fields based on skybrightness and band. + + Parameters: + ----------- + None + + Returns: + -------- + sel : boolean selection + """ + sel = np.ones(len(self.fields),dtype=bool) + + if (self.sun.alt > -0.28): + # i-band if Sun altitude > -16 deg + sel &= (np.char.count('i',self.fields['FILTER']) > 0) + # Moon band constraints (alt = 0.175 rad = 10 deg) + elif (self.moon.phase >= 80) and (self.moon.alt > 0.175): + # Moon is very bright; only do i + sel &= (np.char.count('i',self.fields['FILTER']) > 0) + # Allow i,z but prefer z + #sel &= (np.char.count('iz',self.fields['FILTER']) > 0) + #weight += 1e2 * (np.char.count('i',self.fields['FILTER']) > 0) + #elif (self.moon.phase >= 45) and (self.moon.alt > 0.175): + elif (self.moon.phase >= 45) and (self.moon.alt > 0.0): + # Moon is more than half full; do r,i + sel &= (np.char.count('ri',self.fields['FILTER']) > 0) + else: + # Moon is faint or down; do g,r (unless none available) + sel &= (np.char.count('gr',self.fields['FILTER']) > 0) + #weight += 1e8 * (np.char.count('iz',self.fields['FILTER']) > 0) + return sel + + @property + def weight(self): + + if self.mode is None: + # First priority is deep + weights = self.weight_deep() + if np.isfinite(weights).sum(): return weights + # Then mc + weights = self.weight_mc() + if np.isfinite(weights).sum(): return weights + # Then wide + weights = self.weight_wide() + if np.isfinite(weights).sum(): return weights + elif self.mode == 'deep': + return self.weight_deep() + elif self.mode == 'mc': + return self.weight_mc() + elif self.mode == 'wide': + return self.weight_wide() + else: + raise ValueError("Unrecognized mode: %s"%self.mode) + + raise ValueError("No viable fields") + + def weight_wide(self): + """ Calculate the field weight for the WIDE survey. """ + airmass = self.airmass + moon_angle = self.moon_angle + + sel = self.viable_fields + sel &= (self.fields['PROGRAM'] == 'delve-wide') + weight = np.zeros(len(sel)) + + # Moon angle constraints + moon_limit = 30. + sel &= (moon_angle > moon_limit) + + # Sky brightness selection + sel &= self.skybright_select() + + # Airmass cut + airmass_min, airmass_max = self.CONDITIONS['wide'] + sel &= ((airmass > airmass_min) & (airmass < airmass_max)) + + # Higher weight for rising fields (higher hour angle) + # HA [min,max] = [-53,54] (for airmass 1.4) + #weight += 5.0 * self.hour_angle + #weight += 1.0 * self.hour_angle + weight += 0.1 * self.hour_angle + + # Higher weight for larger slews + # slew = 10 deg -> weight = 1e2 + weight += self.slew**2 + #weight += self.slew + #weight += 1e3 * self.slew + + # Higher weight for higher airmass + # airmass = 1.4 -> weight = 6.4 + #weight += 100. * (airmass - 1.)**3 + weight += 1e3 * (airmass - 1.)**2 + + # Higher weight for fields close to the moon (when up) + # angle = 50 -> weight = 6.4 + if (self.moon.alt > -0.04): + #weight += 100 * (35./moon_angle)**3 + #weight += 10 * (35./moon_angle)**3 + weight += 1 * (35./moon_angle)**3 + + ## Try hard to do high priority fields + weight += 1e3 * (self.fields['PRIORITY'] - 1) + + # Set infinite weight to all disallowed fields + weight[~sel] = np.inf + + return weight + + def weight_deep(self): + """ Calculate the field weight for the WIDE survey. """ + airmass = self.airmass + moon_angle = self.moon_angle + + sel = self.viable_fields + sel &= (self.fields['PROGRAM'] == 'delve-deep') + weight = np.zeros(len(sel)) + + # Moon angle constraints + moon_limit = 30. + sel &= (moon_angle > moon_limit) + + # Sky brightness selection + sel &= self.skybright_select() + + # Airmass cut + airmass_min, airmass_max = self.CONDITIONS['deep'] + sel &= ((airmass > airmass_min) & (airmass < airmass_max)) + + ## Try hard to do high priority fields + weight += 1e2 * self.fields['PRIORITY'] + + # Set infinite weight to all disallowed fields + weight[~sel] = np.inf + + return weight + + def weight_mc(self): + airmass = self.airmass + moon_angle = self.moon_angle + + sel = self.viable_fields + sel &= (self.fields['PROGRAM'] == 'delve-mc') + weight = np.zeros(len(sel)) + + # Moon angle constraints + moon_limit = 30. + sel &= (moon_angle > moon_limit) + + # Airmass cut + airmass_min, airmass_max = self.CONDITIONS['wide'] + sel &= ((airmass > airmass_min) & (airmass < airmass_max)) + + # Sky brightness selection + sel &= self.skybright_select() + + # Only a single tiling + #sel &= (self.fields['PRIORITY'] == 3) + + weight = 2.0 * self.hour_angle + + # Prioritize fields + weight += 3. * 360. * self.fields['PRIORITY'] + + # Slew weighting + weight += self.slew**3 + # Try hard to do the same field + weight += 1e5 * (self.slew != 0) + + # Higher weight for higher airmass + # airmass = 1.4 -> weight = 6.4 + weight += 100. * (airmass - 1.)**3 + + # Set infinite weight to all disallowed fields + weight[~sel] = np.inf + + return weight + + def select_index(self): + weight = self.weight + index = np.array([np.argmin(weight)],dtype=int) + if np.any(~np.isfinite(weight[index])): + #if True: + msg = "Infinite weight selected" + print(msg) + import obztak.utils.ortho, pylab as plt + airmass_min, airmass_max = self.CONDITIONS[self.mode] + bmap = obztak.utils.ortho.plotFields(self.completed_fields[-1],self.fields,self.completed_fields,options_basemap=dict(airmass=airmass_max)) + import pdb; pdb.set_trace() + raise ValueError(msg) + + return index From d0a23d619bafb247e8f13bab164d2db901c9ddc7 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Thu, 7 Feb 2019 23:44:05 -0600 Subject: [PATCH 032/104] datetimez --- obztak/utils/database.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/obztak/utils/database.py b/obztak/utils/database.py index 4d86b81..02218bc 100644 --- a/obztak/utils/database.py +++ b/obztak/utils/database.py @@ -55,7 +55,7 @@ def desc2dtype(desc): dt = (name, datetime.time) elif code == psycopg2.extensions.INTERVAL: dt = (name, datetime.timedelta) - elif code == psycopg2.DATETIME: + elif code in (psycopg2.DATETIME, 1184): dt = (name, datetime.datetime) elif code == psycopg2._psycopg.UNKNOWN: dt = (name, object) From 691ab57a015e79f1b7ed162bde301af6b609bdc7 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 8 Feb 2019 21:21:53 -0600 Subject: [PATCH 033/104] delve data --- bin/plot_nightsum | 1 + bin/seeing | 11 +++++++---- obztak/data/delve-target-fields-v5.csv.gz | Bin 0 -> 282421 bytes obztak/data/delve-target-fields.csv.gz | 1 + obztak/data/delve-windows-v1.csv.gz | Bin 0 -> 1862 bytes obztak/data/delve-windows.csv.gz | 1 + obztak/delve.py | 9 ++++----- obztak/field.py | 2 +- obztak/seeing.py | 11 +++++++---- 9 files changed, 22 insertions(+), 14 deletions(-) create mode 100644 obztak/data/delve-target-fields-v5.csv.gz create mode 120000 obztak/data/delve-target-fields.csv.gz create mode 100644 obztak/data/delve-windows-v1.csv.gz create mode 120000 obztak/data/delve-windows.csv.gz diff --git a/bin/plot_nightsum b/bin/plot_nightsum index e8ad70a..8321486 100755 --- a/bin/plot_nightsum +++ b/bin/plot_nightsum @@ -31,6 +31,7 @@ if __name__ == "__main__": print "Plotting nightsum for: %s"%nitestr fields = field_factory(survey).load_database() + fields = fields[fields['PRIORITY'] >= 0] plot_nightsum(fields,nitestr,date) if survey in ['maglites'] : diff --git a/bin/seeing b/bin/seeing index 7084c6f..688bcfe 100755 --- a/bin/seeing +++ b/bin/seeing @@ -17,8 +17,10 @@ def main(): parser = Parser(description=__doc__) parser.add_argument('-m','--mode',default=None,choices=['dimm','qc'], help='mode seeing estimation.') - parser.add_argument('--utc',dest='utc',action=DatetimeAction, + parser.add_argument('--utc',action=DatetimeAction, help="time for seeing estimate.") + parser.add_argument('--db',default='fnal',choices=['fnal','ctio'], + help="database to connect to.") parser.add_argument('-a','--airmass',default=1.0,type=float, help='output airmass') @@ -35,12 +37,13 @@ def main(): date = ephem.Date(args.utc) if args.utc else ephem.now() + kwargs = dict(filename=args.filename, db=args.db) if args.mode == 'dimm': - seeing = obztak.seeing.DimmSeeing(filename=args.filename) + seeing = obztak.seeing.DimmSeeing(**kwargs) elif args.mode == 'qc': - 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('targets',fileio.get_datafile("delve-target-fields.csv.gz")), ]) FieldType = DelveFieldArray diff --git a/obztak/field.py b/obztak/field.py index 48a8de1..1cd68dd 100644 --- a/obztak/field.py +++ b/obztak/field.py @@ -310,7 +310,7 @@ def read(cls, filename): if ext in ('.json'): sispi = fileio.read_json(filename) return cls().load_sispi(sispi) - elif ext in ('.csv','.txt'): + elif ext in ('.csv','.txt','.gz'): #dtype = DTYPES.items() #recarray = fileio.csv2rec(filename,dtype=dtype) recarray = fileio.csv2rec(filename) diff --git a/obztak/seeing.py b/obztak/seeing.py index fadf6ae..3e552a9 100644 --- a/obztak/seeing.py +++ b/obztak/seeing.py @@ -82,9 +82,11 @@ class Seeing(): """ DTYPE = [('date',' '%s' and date < '%s' - and filter != 'VR' and qc_fwhm is not NULL + and filter != 'VR' -- and qc_fwhm is not NULL """%(tmin, tmax) logging.debug(query) raw = db.query2rec(query) From ed23ef034921c06d43078ec0d385a17c235a787d Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 8 Feb 2019 21:25:27 -0600 Subject: [PATCH 034/104] remove seeing sim --- obztak/scheduler.py | 1 + 1 file changed, 1 insertion(+) diff --git a/obztak/scheduler.py b/obztak/scheduler.py index a1f207e..7d93c3d 100644 --- a/obztak/scheduler.py +++ b/obztak/scheduler.py @@ -57,6 +57,7 @@ def create_seeing(self,**kwargs): dirname ='/Users/kadrlica/delve/observing/data/' basename = 'delve_sim_01.csv.gz' filename = os.path.join(dirname,basename) + filename = None self.seeing = obztak.seeing.DimmSeeing(filename=filename) From 63f35095b6ffd2b41c1db223ab5bdd1cfbf0edbf Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sat, 9 Feb 2019 01:29:54 -0600 Subject: [PATCH 035/104] gzip and deep --- .travis.yml | 2 +- obztak/bliss.py | 4 +- .../bliss-target-fields-p9v5-s45m30-t4.csv | 13418 ---------------- .../bliss-target-fields-p9v5-s45m30-t4.csv.gz | Bin 0 -> 81413 bytes obztak/data/bliss-target-fields.csv | 1 - obztak/data/bliss-target-fields.csv.gz | 1 + obztak/data/bliss-windows.csv | 31 - obztak/data/bliss-windows.csv.gz | Bin 0 -> 476 bytes obztak/data/delve-target-fields-v5.csv.gz | Bin 282421 -> 282061 bytes obztak/delve.py | 5 + obztak/field.py | 2 +- 11 files changed, 10 insertions(+), 13454 deletions(-) delete mode 100644 obztak/data/bliss-target-fields-p9v5-s45m30-t4.csv create mode 100644 obztak/data/bliss-target-fields-p9v5-s45m30-t4.csv.gz delete mode 120000 obztak/data/bliss-target-fields.csv create mode 120000 obztak/data/bliss-target-fields.csv.gz delete mode 100644 obztak/data/bliss-windows.csv create mode 100644 obztak/data/bliss-windows.csv.gz diff --git a/.travis.yml b/.travis.yml index c602055..e5de8b2 100644 --- a/.travis.yml +++ b/.travis.yml @@ -18,7 +18,7 @@ install: - conda config --set always_yes yes --set changeps1 no - conda update -q conda - conda info -a - - conda create -q -n travis-env python=$TRAVIS_PYTHON_VERSION numpy scipy pandas matplotlib basemap ephem astropy=1.3 fitsio=0.9.8 healpy=1.9.1 nose -c astropy -c kadrlica + - conda create -q -n travis-env python=$TRAVIS_PYTHON_VERSION numpy scipy pandas matplotlib=1.5.3 basemap=1.0.7 ephem astropy=1.3 fitsio=0.9.8 healpy=1.9.1 nose -c astropy -c kadrlica - source activate travis-env - python setup.py install - export OBZTAK_SURVEY='obztak' diff --git a/obztak/bliss.py b/obztak/bliss.py index 6209132..38caf7e 100644 --- a/obztak/bliss.py +++ b/obztak/bliss.py @@ -477,8 +477,8 @@ def query(cls, **kwargs): class BlissScheduler(Scheduler): _defaults = odict(Scheduler._defaults.items() + [ ('tactician','coverage'), - ('windows',os.path.join(fileio.get_datadir(),"bliss-windows.csv")), - ('targets',os.path.join(fileio.get_datadir(),"bliss-target-fields.csv")), + ('windows',os.path.join(fileio.get_datadir(),"bliss-windows.csv.gz")), + ('targets',os.path.join(fileio.get_datadir(),"bliss-target-fields.csv.gz")), ]) FieldType = BlissFieldArray diff --git a/obztak/data/bliss-target-fields-p9v5-s45m30-t4.csv b/obztak/data/bliss-target-fields-p9v5-s45m30-t4.csv deleted file mode 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Subject: [PATCH 077/104] fwhm --- obztak/delve.py | 13 +++++-------- 1 file changed, 5 insertions(+), 8 deletions(-) diff --git a/obztak/delve.py b/obztak/delve.py index 4e04b62..7fb0294 100644 --- a/obztak/delve.py +++ b/obztak/delve.py @@ -34,6 +34,9 @@ TEFF_MIN_WIDE = pd.DataFrame(dict(FILTER=['g','i'],TEFF=[0.4,0.5])) TEFF_MIN_MC = pd.DataFrame(dict(FILTER=['g','r','i'],TEFF=[0.3,0.3,0.45])) +# Seeing limits for DELVE survey components +FWHM_DEEP = 0.9 # arcsec +FWHM_MC = 1.1 # arcsec class DelveSurvey(Survey): """ Survey sublcass for BLISS. """ @@ -639,20 +642,14 @@ def skybright_select(self): def weight(self): if self.mode is None: - #fwhm_deep = np.inf - #fwhm_mc = np.inf - - fwhm_deep = 0.9 #arcsec - fwhm_mc = 1.1 #arcsec - # First priority is deep weights = self.weight_deep() - if self.fwhm < fwhm_deep and np.isfinite(weights).sum(): + if self.fwhm < FWHM_DEEP and np.isfinite(weights).sum(): logging.info("DEEP") return weights # Then mc weights = self.weight_mc() - if self.fwhm < fwhm_mc and np.isfinite(weights).sum(): + if self.fwhm < FWHM_MC and np.isfinite(weights).sum(): logging.info("MC") return weights # Then wide From e10fca20ded59afb5bcd8f672a0edf4b68b7ee45 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 2 Aug 2019 18:14:36 -0500 Subject: [PATCH 078/104] psycopg2 --- .travis.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.travis.yml b/.travis.yml index e5de8b2..69e9733 100644 --- a/.travis.yml +++ b/.travis.yml @@ -18,7 +18,7 @@ install: - conda config --set always_yes yes --set changeps1 no - conda update -q conda - conda info -a - - conda create -q -n travis-env python=$TRAVIS_PYTHON_VERSION numpy scipy pandas matplotlib=1.5.3 basemap=1.0.7 ephem astropy=1.3 fitsio=0.9.8 healpy=1.9.1 nose -c astropy -c kadrlica + - conda create -q -n travis-env python=$TRAVIS_PYTHON_VERSION numpy scipy pandas matplotlib=1.5.3 basemap=1.0.7 ephem astropy=1.3 fitsio=0.9.8 healpy=1.9.1 psycopg2 nose -c astropy -c kadrlica - source activate travis-env - python setup.py install - export OBZTAK_SURVEY='obztak' From 9d550fb128010ba2793f03c6cb8d8ad162abbd73 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Wed, 7 Aug 2019 18:14:52 -0500 Subject: [PATCH 079/104] delve deep fields and windows --- obztak/data/delve-target-fields-v10.csv.gz | Bin 282915 -> 283124 bytes obztak/data/delve-windows-v2.csv.gz | Bin 1988 -> 1989 bytes obztak/delve.py | 23 +++++++++++---------- 3 files changed, 12 insertions(+), 11 deletions(-) diff --git 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'ngc300_fields_v3.txt'), - (300, 'ngc55_fields_v3.txt') + ('SextansB', (000, 'sextansB_fields_v3.txt')), + ('IC5152', (100, 'ic5152_fields_v3.txt')), + ('NGC300', (200, 'ngc300_fields_v3.txt')), + ('NGC55', (300, 'ngc55_fields_v3.txt')), ]) fields = FieldArray() - for num,basename in basenames.items(): + for name,(num,basename) in basenames.items(): filename = os.path.join(dirname,basename) target = np.genfromtxt(filename,names=True,dtype=None) f = FieldArray(len(target)) @@ -347,7 +347,8 @@ def create_deep_fields(self, data, plot=False): f['DEC'] = target['dec'] f['HEX'] = hexbase + num + target['field'] f['TILING'] = target['tiling'] - f['PRIORITY'] = num + target['priority'] + #f['PRIORITY'] = num + target['priority'] + f['PRIORITY'] = target['priority'] f['PROGRAM'] = PROGRAM+'-deep' # Group the fields by hex/tiling @@ -358,11 +359,11 @@ def create_deep_fields(self, data, plot=False): for (b,t) in zip(BANDS, TILINGS): f = f[~((f['FILTER'] == b) & (f['TILING'] > t))] - fields = fields + f - - # Deep fields to be avoided + # Not doing these deep fields if num in [000,100,200]: - f['PROGRAM'] = DONE + f['PRIORITY'] *= DONE + + fields = fields + f nhexes = len(np.unique(fields['HEX'])) logging.info(" Number of hexes: %d"%nhexes) @@ -581,7 +582,7 @@ class DelveScheduler(Scheduler): _defaults = odict(Scheduler._defaults.items() + [ ('tactician','coverage'), ('windows',fileio.get_datafile("delve-windows-v2.csv.gz")), - ('targets',fileio.get_datafile("delve-target-fields-v9.csv.gz")), + ('targets',fileio.get_datafile("delve-target-fields-v10.csv.gz")), ]) FieldType = DelveFieldArray From aff448dea04636abb52a3af6b2552a6080003d0f Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Thu, 8 Aug 2019 17:56:02 -0500 Subject: [PATCH 080/104] windows and airmass --- obztak/data/delve-windows-v2.csv.gz | Bin 1989 -> 1989 bytes obztak/delve.py | 6 +++--- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/obztak/data/delve-windows-v2.csv.gz 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+++ b/obztak/delve.py @@ -592,7 +592,7 @@ class DelveTactician(Tactician): CONDITIONS = odict([ (None, [1.0, 2.0]), ('wide', [1.0, 1.4]), - ('deep', [1.0, 1.47]), + ('deep', [1.0, 1.2]), ('mc', [1.0, 2.0]), ]) @@ -623,7 +623,7 @@ def skybright_select(self): # i-band if Sun altitude > -16 deg sel &= (np.char.count('i',self.fields['FILTER']) > 0) # Moon band constraints (alt = 0.175 rad = 10 deg) - elif (self.moon.phase >= 70) and (self.moon.alt > 0.175): + elif (self.moon.phase >= 60) and (self.moon.alt > 0.175): # Moon is very bright; only do i sel &= (np.char.count('i',self.fields['FILTER']) > 0) # Allow i,z but prefer z @@ -710,7 +710,7 @@ def weight_mc(self): sel &= (moon_angle > moon_limit) # Airmass cut - airmass_min, airmass_max = self.CONDITIONS['wide'] + airmass_min, airmass_max = self.CONDITIONS['mc'] sel &= ((airmass > airmass_min) & (airmass < airmass_max)) # Sky brightness selection From 0b426aa7a23de3531319158560633ace46e4b021 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 9 Aug 2019 07:10:48 -0500 Subject: [PATCH 081/104] default for auto-obztak --- bin/auto-obztak | 2 +- obztak/delve.py | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/bin/auto-obztak b/bin/auto-obztak index 7e33a01..84c999a 100755 --- a/bin/auto-obztak +++ b/bin/auto-obztak @@ -17,7 +17,7 @@ def main(): help="minimum number of exposures in queue") parser.add_argument("-t","--min-queue-time",default=30, type=int, help="minimum queue time (minutes)") - parser.add_argument('-m','--mode',default='wide', + parser.add_argument('-m','--mode',default=None, help='mode for scheduler tactician.') args = parser.parse_args() diff --git a/obztak/delve.py b/obztak/delve.py index 86c8096..73f97fd 100644 --- a/obztak/delve.py +++ b/obztak/delve.py @@ -598,6 +598,7 @@ class DelveTactician(Tactician): def __init__(self, *args, **kwargs): super(DelveTactician,self).__init__(*args,**kwargs) + #Default to mode 'wide' if no mode in kwargs self.mode = kwargs.get('mode','wide') @property From 1ef7362f0ff071eebdbcab7d7031b09246e0e6b6 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 9 Aug 2019 07:16:16 -0500 Subject: [PATCH 082/104] default for auto-obztak --- obztak/auto.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/obztak/auto.py b/obztak/auto.py index 8c9401c..2e27924 100644 --- a/obztak/auto.py +++ b/obztak/auto.py @@ -89,9 +89,9 @@ def make_script(self): # Schedule the next chunk of exposures cmd = "schedule_chunk -k %(chunk)i --utc %(utc)s -o %(output)s"%params - cmd += " -c %(progress)s"%params # need to be first (hacked) + cmd += " -c %(progress)s"%params # needs to be first cmd += " -c %(previous)s -c %(current)s"%params - if self.mode: cmd += " -m %(mode)s"%params # hardcoded for now + if self.mode: cmd += " -m %(mode)s"%params logging.info(cmd) From 6445335636c2459f80079e2145d606c19ccefe21 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 11 Aug 2019 05:17:32 -0500 Subject: [PATCH 083/104] deep airmass --- obztak/delve.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/obztak/delve.py b/obztak/delve.py index 73f97fd..c356a4e 100644 --- a/obztak/delve.py +++ b/obztak/delve.py @@ -592,7 +592,7 @@ class DelveTactician(Tactician): CONDITIONS = odict([ (None, [1.0, 2.0]), ('wide', [1.0, 1.4]), - ('deep', [1.0, 1.2]), + ('deep', [1.0, 1.4]), ('mc', [1.0, 2.0]), ]) From bee81582d9328db60ed88ad3d3103c5bb93ac006 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Mon, 9 Sep 2019 12:29:23 -0300 Subject: [PATCH 084/104] inst fwhm --- bin/seeing | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/bin/seeing b/bin/seeing index add9db4..5848070 100755 --- a/bin/seeing +++ b/bin/seeing @@ -6,6 +6,7 @@ import os import logging import ephem import pandas as pd +import numpy as np import obztak.seeing from obztak.seeing import DECAMINST,WAVE @@ -65,10 +66,12 @@ def main(): tab=df.to_string(**strkw) logging.debug('raw input data\n'+tab) - # Print the i-band zenith data + # Print the i-band zenith data (no instrument) df = pd.DataFrame(seeing.data,copy=True) + #obztak.seeing.convert(df['fwhm'],band_1=df['filter'],inst_1=0) + df['fwhm'] = np.hypot(df['fwhm'],obztak.seeing.DECAMINST) tab=df.to_string(**strkw) - logging.debug('i-band zenith atmospheric data\n'+tab) + logging.debug('i-band zenith (w/ DECam contribution)\n'+tab) msg = "Predicted FWHM ({band}-band, airmass={airmass:.2f}): ".format(**kwargs) msg += " {:.2f} arcsec".format(fwhm) From 0f1a3ade71ed1e99d516702971d52454a9c1074a Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Mon, 9 Sep 2019 12:41:42 -0300 Subject: [PATCH 085/104] mc airmass/fwhm; downweight tiling 4 --- obztak/delve.py | 14 ++++++++++++-- 1 file changed, 12 insertions(+), 2 deletions(-) diff --git a/obztak/delve.py b/obztak/delve.py index 73f97fd..7841bb7 100644 --- a/obztak/delve.py +++ b/obztak/delve.py @@ -594,6 +594,9 @@ class DelveTactician(Tactician): ('wide', [1.0, 1.4]), ('deep', [1.0, 1.2]), ('mc', [1.0, 2.0]), + ('mc_good', [1.0, 2.0]), + ('mc_ok', [1.0, 1.8]), + ('mc_poor', [1.0, 1.7]), ]) def __init__(self, *args, **kwargs): @@ -710,8 +713,13 @@ def weight_mc(self): moon_limit = 30. sel &= (moon_angle > moon_limit) - # Airmass cut - airmass_min, airmass_max = self.CONDITIONS['mc'] + # Airmass restrictions + if self.fwhm < 0.9: + airmass_min, airmass_max = self.CONDITIONS['mc_good'] + elif self.fwhm < 1.0: + airmass_min, airmass_max = self.CONDITIONS['mc_ok'] + else: + airmass_min, airmass_max = self.CONDITIONS['mc_poor'] sel &= ((airmass > airmass_min) & (airmass < airmass_max)) # Sky brightness selection @@ -724,6 +732,7 @@ def weight_mc(self): # Prioritize fields weight += 3. * 360. * self.fields['PRIORITY'] + weight += 1e4 * (self.fields['TILING'] > 3) # Slew weighting weight += self.slew**3 @@ -787,6 +796,7 @@ def weight_wide(self): ## Try hard to do high priority fields weight += 1e3 * (self.fields['PRIORITY'] - 1) + weight += 1e4 * (self.fields['TILING'] > 3) # Set infinite weight to all disallowed fields weight[~sel] = np.inf From 407f96f7428518b92db23b900756ce7e76a21950 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Mon, 9 Sep 2019 12:42:05 -0300 Subject: [PATCH 086/104] comment --- obztak/seeing.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/obztak/seeing.py b/obztak/seeing.py index 4236f18..13891ef 100644 --- a/obztak/seeing.py +++ b/obztak/seeing.py @@ -42,9 +42,9 @@ def convert(fwhm_1, Parameters: ----------- - fwhm_1 : observed fwhm [arcsec] - band_1 : observed band ['g','r','i','z','Y','dimm'] - airmass_1: observed airmass + fwhm_1 : input fwhm [arcsec] + band_1 : input band ['g','r','i','z','Y','dimm'] + airmass_1: input airmass inst_1 : instrumental contribution to the observed psf [arcsec] band_2 : output band ['g','r','i','z','Y','dimm'] From ff65a7d471ebeef4f658e7ef5aa0de3098700174 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Mon, 9 Sep 2019 13:19:22 -0300 Subject: [PATCH 087/104] allow db connection to fail --- obztak/seeing.py | 26 ++++++++++++++++---------- 1 file changed, 16 insertions(+), 10 deletions(-) diff --git a/obztak/seeing.py b/obztak/seeing.py index 13891ef..f73caa9 100644 --- a/obztak/seeing.py +++ b/obztak/seeing.py @@ -223,16 +223,22 @@ def get_data(self, date=None, timedelta='30m'): tmin = self.date - pd.Timedelta(timedelta) if self.df is None: # Don't want to create the DB each time? - db = Database() - db.connect() - query =""" - select date, qc_fwhm as fwhm, airmass, filter from exposure - where date > '%s' and date < '%s' - --and filter != 'VR' and qc_fwhm is not NULL - and qc_fwhm is not NULL and qc_fwhm > 0 - """%(tmin, tmax) - logging.debug(query) - raw = db.query2rec(query) + try: + db = Database() + db.connect() + query =""" + select date, qc_fwhm as fwhm, airmass, filter from exposure + where date > '%s' and date < '%s' + --and filter != 'VR' and qc_fwhm is not NULL + and qc_fwhm is not NULL and qc_fwhm > 0 + """%(tmin, tmax) + logging.debug(query) + raw = db.query2rec(query) + except Exception as e: + logging.warn("Couldn't connect to database:\n%s"%str(e)) + dtype=[('date', ' tmin) & (self.df.index < tmax) raw = self.df[sel].to_records() From 85bbfdd49618d745c7614a0aa32f961bd9c537e8 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Mon, 9 Sep 2019 18:29:32 -0500 Subject: [PATCH 088/104] adding PROGRAM to fields --- tests/test_fields.py | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/tests/test_fields.py b/tests/test_fields.py index 28a68a5..e9a54e7 100644 --- a/tests/test_fields.py +++ b/tests/test_fields.py @@ -55,7 +55,8 @@ def test_empty_fields(): fields = obztak.field.FieldArray() assert len(fields) == 0 - np.testing.assert_equal(fields.dtype.names,['HEX','RA','DEC','FILTER','EXPTIME','TILING','PRIORITY','DATE','AIRMASS','SLEW','MOONANGLE','HOURANGLE']) + + np.testing.assert_equal(fields.dtype.names,['HEX','RA','DEC','FILTER','EXPTIME','TILING','PRIORITY','DATE','AIRMASS','SLEW','MOONANGLE','HOURANGLE','PROGRAM']) def test_sispi_fields(): sispi = json.loads(open(FILENAME).read()) @@ -85,14 +86,14 @@ def test_database_fields(): idx = [0,17,357,1703] test = np.rec.array([ - (5143,101.331075,-55.618165,'g',90.0,1,1,'2016/02/11 04:56:51.972',1.29,87.4149,97.1638, 42.6655), - (5345,106.011075,-58.41872, 'r',90.0,1,1,'2016/02/11 05:30:32.472',1.35,0.0015, 98.7751, 46.357625), - (6062,157.487654,-76.852859,'g',90.0,1,1,'2016/02/13 09:00:12.732',1.62,1.4089, 106.6357,49.368042), - (2206,345.810525,-70.197803,'g',90.0,2,1,'2016/06/30 08:37:52.759',1.31,1.6166, 91.3154, -8.633625)], + (5143,101.331075,-55.618165,'g',90.0,1,1,'2016/02/11 04:56:51.972',1.29,87.4149,97.1638, 42.6655 , ''), + (5345,106.011075,-58.41872, 'r',90.0,1,1,'2016/02/11 05:30:32.472',1.35,0.0015, 98.7751, 46.357625, ''), + (6062,157.487654,-76.852859,'g',90.0,1,1,'2016/02/13 09:00:12.732',1.62,1.4089, 106.6357,49.368042, ''), + (2206,345.810525,-70.197803,'g',90.0,2,1,'2016/06/30 08:37:52.759',1.31,1.6166, 91.3154, -8.633625, '')], dtype=[('HEX',' Date: Sun, 26 Jan 2020 18:37:09 -0600 Subject: [PATCH 089/104] reorg bliss tactician --- obztak/bliss.py | 121 +++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 120 insertions(+), 1 deletion(-) diff --git a/obztak/bliss.py b/obztak/bliss.py index 38caf7e..c9efdf8 100644 --- a/obztak/bliss.py +++ b/obztak/bliss.py @@ -13,6 +13,7 @@ from obztak.field import FieldArray, SISPI_DICT, SEP from obztak.survey import Survey from obztak.scheduler import Scheduler +from obztak.tactician import Tactician from obztak.utils.projector import cel2gal, angsep from obztak.utils import constants @@ -482,4 +483,122 @@ class BlissScheduler(Scheduler): ]) FieldType = BlissFieldArray -# Below are several utility functions for plotting the survey + +class BlissTactician(Tactician): + CONDITIONS = odict([ + (None, [1.0, 1.4]), + ('bliss', [1.0, 1.4]), + #('good', [1.0, 1.4]), + #('poor', [1.0, 1.2]), + ]) + + def __init__(self, *args, **kwargs): + super(BlissTactician,self).__init__(*args,**kwargs) + self.mode = kwargs.get('mode',None) + + @property + def weight(self): + airmass = self.airmass + moon_angle = self.moon_angle + + sel = self.viable_fields + weight = np.zeros(len(sel)) + + # Moon angle constraints + moon_limit = 30. + sel &= (moon_angle > moon_limit) + + # Moon band constraints + if (self.moon.phase >= 80) and (self.moon.alt > -0.04): + # Moon is very bright; only do z + sel &= (np.char.count('z',self.fields['FILTER']) > 0) + # Allow i,z but prefer z + #sel &= (np.char.count('iz',self.fields['FILTER']) > 0) + #weight += 1e2 * (np.char.count('i',self.fields['FILTER']) > 0) + elif (self.moon.phase >= 45) and (self.moon.alt > -0.04): + # Moon is more than half full; do i,z + sel &= (np.char.count('iz',self.fields['FILTER']) > 0) + else: + # Moon is faint or down; do g,r (unless none available) + sel &= (np.char.count('gr',self.fields['FILTER']) > 0) + #weight += 1e8 * (np.char.count('iz',self.fields['FILTER']) > 0) + if (self.sun.alt > -0.28): + # No g-band if Sun altitude > -16 deg + sel &= ~(np.char.count('g',self.fields['FILTER']) > 0) + + + # Airmass cut + airmass_min, airmass_max = self.CONDITIONS[self.mode] + sel &= ((airmass > airmass_min) & (airmass < airmass_max)) + + # Don't allow the same field to be scheduled in different bands + # less than 10 hours apart + if len(self.completed_fields): + dates = np.array(map(ephem.Date,self.completed_fields['DATE'])) + recent = self.completed_fields[(self.date - dates) < 10*ephem.hour] + + # Don't allow the same fields twice on one night + sel &= ~np.in1d(self.fields.field_id,recent.field_id) + + # Higher weight for duplicate HEXs + weight += 500.0 * np.in1d(self.fields['HEX'],recent['HEX']) + #weight += 1e9 * np.in1d(self.fields.field_id,recent.field_id) + + # Set the weights for each field. Lower weight means more favorable. + + # Higher weight for rising fields (higher hour angle) + # HA [min,max] = [-53,54] (for airmass 1.4) + #weight += 5.0 * self.hour_angle + weight += 1.0 * self.hour_angle + #weight += 0.1 * self.hour_angle + + # Higher weight for larger slews + # slew = 10 deg -> weight = 1e2 + #weight += self.slew**2 + #weight += self.slew + weight += 1e3 * self.slew + + # Higher weight for higher airmass + # airmass = 1.4 -> weight = 6.4 + weight += 100. * (airmass - 1.)**3 + + # Higher weight for fields close to the moon (when up) + # angle = 50 -> weight = 6.4 + if (self.moon.alt > -0.04): + #weight += 100 * (35./moon_angle)**3 + #weight += 10 * (35./moon_angle)**3 + weight += 1 * (35./moon_angle)**3 + + # Try hard to do the first tiling + weight += 1e6 * (self.fields['TILING'] - 1) + + # Prioritize Planet 9 Region late in the survey/night + #ra_zenith, dec_zenith = np.degrees(self.observatory.radec_of(0,'90')) + #if ra_zenith > 270: + # weight += 1e6 * (self.fields['PRIORITY'] - 1) + # # Allow i,z exposures at high penalty + # #sel &= (np.char.count('iz',self.fields['FILTER']) > 0) + # #weight += 1e8 * (np.char.count('iz',self.fields['FILTER']) > 0) + + # Set infinite weight to all disallowed fields + weight[~sel] = np.inf + + return weight + + def select_index(self): + weight = self.weight + index = np.array([np.argmin(weight)],dtype=int) + if np.any(~np.isfinite(weight[index])): + msg = "Infinite weight selected" + print(msg) + print("Press 'c' to continue") + import pdb; pdb.set_trace() + if False: + import obztak.utils.ortho, pylab as plt + airmass_min, airmass_max = self.CONDITIONS[self.mode] + bmap = obztak.utils.ortho.plotFields(self.completed_fields[-1],self.fields,self.completed_fields,options_basemap=dict(airmass=airmass_max)) + logging.info("Enter 'c' to continue") + import pdb; pdb.set_trace() + raise ValueError(msg) + + return index From 78ec20b3e133507a9c5942e1d68fb91ee4bc5c7f Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 26 Jan 2020 18:39:06 -0600 Subject: [PATCH 090/104] updated windows and target fields; added GW observing --- obztak/delve.py | 128 +++++++++++++++++++++++++++++++++++++++++++++--- 1 file changed, 122 insertions(+), 6 deletions(-) diff --git a/obztak/delve.py b/obztak/delve.py index 5c48071..eb4a4c5 100644 --- a/obztak/delve.py +++ b/obztak/delve.py @@ -120,9 +120,50 @@ class DelveSurvey(Survey): ['2020/01/31', 'second'], # phase=%, set= ] + # 2020A SCHEDULED (bliss-windows.csv is actually used) + nights_2020A = [ + ['2020/02/05','full' ], + ['2020/02/06','full' ], + ['2020/02/07','full' ], + ['2020/02/11','second'], + ['2020/02/12','full' ], + ['2020/03/01','first' ], + ['2020/03/02','first' ], + ['2020/03/05','first' ], + ['2020/03/06','first' ], + ['2020/03/15','first' ], + ['2020/03/28','first' ], + ['2020/03/29','first' ], + ['2020/03/30','first' ], + ['2020/03/31','first' ], + ['2020/04/01','first' ], + ['2020/04/04','first' ], + ['2020/04/05','first' ], + ['2020/04/07','first' ], + ['2020/04/17','first' ], + ['2020/04/18','first' ], + ['2020/04/19','first' ], + ['2020/04/20','first' ], + ['2020/05/01','first' ], + ['2020/05/02','first' ], + ['2020/05/03','first' ], + ['2020/05/04','first' ], + ['2020/05/05','first' ], + ['2020/05/06','first' ], + ['2020/05/21','first' ], + ['2020/05/31','full' ], + ['2020/06/01','full' ], + ['2020/06/29','second'], + ['2020/06/30','second'], + ['2020/07/23','second'], + ['2020/07/27','second'], + ['2020/07/28','second'], + ['2020/07/29','second'], + ['2020/07/31','second'], + ] extra_nights = [] - nights = nights_2019A + nights_2019B + extra_nights + nights = nights_2019A + nights_2019B + nights_2020A + extra_nights def prepare_fields(self, infile=None, outfile=None, plot=True, **kwargs): """ Create the list of fields to be targeted by this survey. @@ -250,7 +291,7 @@ def create_wide_fields(self, data, plot=False): fields['PRIORITY'][depth > teffmin*fields['TILING']*fields['EXPTIME']] = DONE # Avoid MagLiteS-II for now - fields['PRIORITY'][self.footprintMaglites2(fields['RA'],fields['DEC'])] = DONE + #fields['PRIORITY'][self.footprintMaglites2(fields['RA'],fields['DEC'])] = DONE if plot: self.plot_depth(fields,depth,'delve-wide-%s-gt%i.png') @@ -569,10 +610,13 @@ def query(cls, **kwargs): to_char(to_timestamp(utc_beg), 'YYYY/MM/DD HH24:MI:SS.MS') AS DATE, COALESCE(airmass,-1) as AIRMASS, COALESCE(moonangl,-1) as MOONANGLE, COALESCE(ha, -1) as HOURANGLE, COALESCE(slewangl,-1) as SLEW, PROGRAM - FROM exposure where propid = '%(propid)s' and exptime > 89 + --FROM exposure where propid = '%(propid)s' and exptime > 89 + --2019B-1014: Felipe Olivares + FROM exposure where propid in ('%(propid)s','2019B-1014') and exptime > 89 and discard = False and delivered = True and flavor = 'object' and object like '%(object_fmt)s%%' -- and id NOT IN (860597, 860598, 860599, 860600, 860601, 860602) + -- and COALESCE(qc_teff,-1) NOT BETWEEN 0 and 0.2 ORDER BY utc_beg %(limit)s """%kwargs return query @@ -582,7 +626,7 @@ class DelveScheduler(Scheduler): _defaults = odict(Scheduler._defaults.items() + [ ('tactician','coverage'), ('windows',fileio.get_datafile("delve-windows-v2.csv.gz")), - ('targets',fileio.get_datafile("delve-target-fields-v10.csv.gz")), + ('targets',fileio.get_datafile("delve-target-fields-v11.csv.gz")), ]) FieldType = DelveFieldArray @@ -597,6 +641,7 @@ class DelveTactician(Tactician): ('mc_good', [1.0, 2.0]), ('mc_ok', [1.0, 1.8]), ('mc_poor', [1.0, 1.7]), + ('gw', [1.0, 2.0]), ]) def __init__(self, *args, **kwargs): @@ -668,6 +713,8 @@ def weight(self): return self.weight_mc() elif self.mode == 'wide': return self.weight_wide() + elif self.mode == 'gw': + return self.weight_gw() else: raise ValueError("Unrecognized mode: %s"%self.mode) @@ -790,8 +837,8 @@ def weight_wide(self): # Higher weight for higher airmass # airmass = 1.4 -> weight = 6.4 - #weight += 100. * (airmass - 1.)**3 - weight += 1e3 * (airmass - 1.)**2 + weight += 100. * (airmass - 1.)**3 + #weight += 1e3 * (airmass - 1.)**2 ## Try hard to do high priority fields @@ -803,6 +850,75 @@ def weight_wide(self): return weight + def weight_gw(self): + """ Calculate the field weight for the WIDE survey. """ + import healpy as hp + airmass = self.airmass + moon_angle = self.moon_angle + + # Reset the exposure time + self.fields['EXPTIME'] = 90 + + if hasattr(self.fields,'hpx'): + hpx = self.fields.hpx + else: + hpx = hp.ang2pix(32,self.fields['RA'],self.fields['DEC'],lonlat=True) + setattr(self.fields,'hpx',hpx) + + gwpix = np.genfromtxt(fileio.get_datafile('GW150914_hpixels_32.tab')) + + #sel = self.viable_fields + sel = np.in1d(hpx,gwpix) + sel &= self.fields['FILTER'] == 'g' + + weight = np.zeros(len(sel)) + + # Sky brightness selection + + # Airmass cut + airmass_min, airmass_max = self.CONDITIONS['gw'] + sel &= ((airmass > airmass_min) & (airmass < airmass_max)) + + """ + # Higher weight for fields close to the moon (when up) + # angle = 50 -> weight = 6.4 + # Moon angle constraints (viable fields sets moon_angle > 20.) + if (self.moon.alt > -0.04) and (self.moon.phase >= 10): + #moon_limit = np.min(20 + self.moon.phase/2., 40) + moon_limit = 40 + sel &= (moon_angle > moon_limit) + + #weight += 100 * (35./moon_angle)**3 + #weight += 10 * (35./moon_angle)**3 + weight += 1 * (35./moon_angle)**3 + """ + + # Higher weight for rising fields (higher hour angle) + # HA [min,max] = [-53,54] (for airmass 1.4) + #weight += 5.0 * self.hour_angle + #weight += 1.0 * self.hour_angle + #weight += 0.1 * self.hour_angle + + # Higher weight for larger slews + # slew = 10 deg -> weight = 1e2 + weight += self.slew**2 + #weight += self.slew + #weight += 1e3 * self.slew + + # Higher weight for higher airmass + # airmass = 1.4 -> weight = 6.4 + weight += 1e3 * (airmass - 1.)**3 + #weight += 1e3 * (airmass - 1.)**2 + + ## Try hard to do high priority fields + #weight += 1e3 * (self.fields['PRIORITY'] - 1) + #weight += 1e4 * (self.fields['TILING'] > 3) + + # Set infinite weight to all disallowed fields + weight[~sel] = np.inf + + return weight + def select_index(self): weight = self.weight From 3e7c7e161d17601f5ec863cc1909ac8a3615b315 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 26 Jan 2020 18:40:02 -0600 Subject: [PATCH 091/104] adding more windows --- obztak/data/delve-windows-v2.csv.gz | Bin 1989 -> 2174 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/obztak/data/delve-windows-v2.csv.gz b/obztak/data/delve-windows-v2.csv.gz index bfc0a59cce42b6997130ad6105d30f46cc39dadf..0ec2501c16004b8010b985c9a9374fed5216c5b3 100644 GIT binary patch literal 2174 zcmV-^2!Zz>iwFQlA{br(18tehjvcoVhWF7d zkI%2SAMP*DUq4-Us8FA3d#dLh+SS@M=KUY<|Ahbk+ov!8{`~gqb$|Qtzpu}~+<)uu z`j?OM$JW-npV$2G;is3EcQ2p6eEshYfAG)0zyIUk-WU46zx?&jH>hntRd}lFUdJ`h ztM`(%eYJYk8QeB*maJ|1q%e-6@+JMk#N9lYLg&BPtdt*b8QK-N3*dcf?=|=*o5U26Eyt! zx+RUcj-MFZU~b})&H?+&psOoMLymraIM=Ik<19%NuFv3_a&wlX5jVmvhuUSJPmYo_ z;r#m!wF`27AFK&C&)~Xp03~U}O+v4&iS$Qy^o8*(Gg z3sbq4xI?+QO45Xbu%E=+K%2%n;8d=Mzev0xm+lvqawG0d{TcH?_?7rGaklRwJ7a#K z+-dtR&Zn4MNDFR1;CMaELj#?2LJB&fwYut|{ksUQbXdekm5ZbI{BN@qMTf zH^Z+`1LbP$+hx5Sd1G0u_OSD2KP4gjWwWg$2Innl!g(BRtx+8Nx1-2-#C+9)TMsz4^TZgO!ENQN4vHq6#U*OZ>}U12HT@RMVb&k0wot(Tf;)`cC2Nan z_ekrV%2_^D4LQms&NbmMW=6@{%6W}6wgKj_dX%g&XZ}LkR<6bOk+%4oH6JvvJ4gGO zT|`5UYD#cjxzS42m}`lXJMUf>RAa7=;HGlDmaHLHy`GbHC^yr3hjD2=wjah3r1ehY z()TUp#!<5Ndk(yw?~=8}^*roHIfp*j^RsHqS${xUS8gWGYWLj1aX&eC+?!~Na$P4* z+HLv1iRUG|goYbXNe>Q`WB&_nactG#ysz6OYm2_QLU7yq$yTzq=$pAe6-{yz^{26K z=RUh?UQ?|pm%guapIFhaY(21k68mD?7qp+OSXX;++&>TPOF~2Ll)RxD*Fmelq0u4m z=fN%Ju;(8oYsl?uZ08!}cSUG;kzMM7YWA++cnfWFA8VZSzzFTIOX`(71jp-PO@>vn z#$4OMv0ZSFF-q3hH+tfvKj=~~Lla*c&dECkZC_*GChMWroCD6!RFkW7+N&&iZ@DJ* zZJf?&?~VB{)|2{1wR;BFlH-g)lNtO@7e z=kL53_irP{Qe;B_=W@JX5#pLUgtOavftC}W(3FgL2XBH16O=ftN`zwue)u1eYdmM|r*jRo&q%G+ z`WM%DemY`bv2!=Sca7(#(!a0mC82GKeW|~qv7ISC636`- z%^vJNyuZ?UL}**yB+khkgsyXztWko^>q)*MKMf8nj==mX^(F2H(wA)V$#yy?@kV)V zIM*y6)ajh$A?znxbIJ^DBt!O5JpYQNibrbT{G^_|i<7qef{4BogM z^A|twHhEL zyUQ5P$$In-ozBU6=+EXaI?LdEH8d{se8cyZ83n)dEFZ+&qPm~zj6(9{E?J9tglIJ1 zZCBO5FNDT(8q4FPZOiwuue_&W%UlJ3|Gd_$e(*V5TkL;3xPv*o-^3j@Z#sfo%JCd2 zw3u_LwvDSLYm4%g^mSmff=abV`VH53ejt7dHY;FG>YHmkKS00#KQmd2;CLJW0BnM& A9RL6T literal 1989 zcmV;$2Ris4iwFS6Z%kbP18tbgZXGughWFEreg6cq!Jk-`pSn_vP2;m+Su9K3;dMFdypqfN%%A2roG9Kfe1X|NZxmFaQ1g{GaRo{PQ1Q9)G+4-rlyC z_w>yiZ$JGq+s6;%@$HAtFJJzDWB#Wf-u>hIcSU~t_jmug*{b+Z$G!H8&a1VOwRu6k zDg`$eM`0*L#S@ z+{sr7?$Gs)ixPJzH?BH1hqm64*F#+oj|=0zcsPfN)AjJYF!sgMIY`{8+{pL9;asu{ z>U$vDpgGqbDkw+n5G8BMQR2|KUQ5>I)!6)tqX)n{wu@1mWozxuP5}JxBmI#+>~7vAI^A>t{)tagBll=ZH$ugzI6K!|l@9Cwobnar=CS+l9IP z9;z8fXK>9q#F8}Oh|%D>b1iY*IZFGIb3JjS9Q($RIYja2O2Hk@b+{$XxwPJ?+!^t! znsX4`a1Q4!Y0lN)rgMb1r2S<*uy!*G1oBi#^LeCT#x%AIR}Y5oTE{a zW*mn7EZ#cXH12_?b1nSE;*GiVzBrug@ow(VoDagU%%6o@`wp=)=NHMHYu};yl#`2S z!Og$nbUn^P9XBVr^J~uR%z2F{IQSb5oZEID4_GCBB^KJ|5S9(%e5?sa;a9Aob2avD zw%&}qF;=X$u=7+u6(Rg(s;w*r>6SF(b{tKwQ5yTVqzTs}Pfo8ZNOg1^x-{ zSlldG8&b=9TJLmj#Q8)UdS;Ig zK+n4p)5|WVF()}TxaM4kk~QTZahhMmuc%~Ax!Qvx=UOdUW3KM{CfeZ~rS*=*rS;T) z>{po9I~SMEH=OH7$=cT(?)o-M)`r%%u%E=B9C+s|*OXiJQncnAC2rL+n!#y*MKj*b zv>~zIghO^_@beMhSL_lRZy+TuICM_^FSMbtRfF4o&Ma9Qa^{M`&DCE)$=Z-JYrkfi z^%2sq#lB7Z&gyaQ8aS8E*R*e{>{n|&T>TaIiECf<{;G1FX~C)ex|pG4jX5&EH%)p` zPD~shShA*ltooH}LpkX|O4j6ou0Dg)`XPQA`-1l4>{mVZMctQUQ2Vvew2y`LZq55* zzFQq7Yg7HDZ4R|hq-Or-n)dBd8xu#u^=bLaHCu03o^(y~snnDjoZf?KyoYMSb?XyN zv-hPM_Un?vq#m`{w~PIxFhba+i;puTwXtu``VD!vbv}|e7mj^n?MvP#stIpN6Rw8; zk@tym#JRcMXKUSZt$F{95S-eD&%EP<~hH6gqxP1U2D!k;<|IR?tAL_%+71ybDeKk|03Fm z_r;PUA>=^u%euTQTBSHRGrSce>w0TF>k^Y+iNE;=|{C(Ncf4?L2+n zmsp**q!~wJb2jgHvFYZ(`oCdy&^4WZ+hP5XY4#p6zqQSw=G_LnE=0eEJAS=ilcHet z+%(WQXa8IG6^*Md7g%{*>YLXE*Q6j@okozFA~pcAz2)bv z4f&SQ&)}MK03~ZO1aPX{oY(Wi?Yy<2xtM~p^Z6VV+7PWR&U%`vJ%1}%Q~Ozdf%T22 zS}$L+rr&+qxj8`po|8Dx?+nmwUUjW|9mG+xrggB#zFsev-@`-xo@0H9YN&IMe#zm9%>phy=4}3lfZCX#bIh)JmIjLlAiVf0w zmaoK5gToa^xcsV1Zy|AXh97k8W2g8eoSU`+MMUzVRN!;D-Y4yH`TYk z{4~|KK7-SJId@XxbYJkk(=-6DgWE3T^&|TWdHmMqb;dNUNAmse++5VbSkLk^_f53! ztKWFM9vx+C>w8XH_dVCXN8ID|eK|+$csso>fo6TXY5x6+yl#Qc_GUlwzRon;7ugkp zBkxP_2=4HDZuJ*@#uh&ib2&G?Kb3ESi<`?|Fz!2-zxdqk+M2uj3{LZDKO-)4zK6|u zzNd(z>E8*Pe@Ajn<6P!$x3lDIwM&n96K#D5?tOE%p3DKXIa^QqI`}&JP?we%L(6_Yu zq4(I@Q2(339m=8iO&HNPC XtfrjRH+(g}vETm*!VB6B2N?hWUb|3Y From ec8ceda615965950a5d8c25b15ab245e64caf371 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 26 Jan 2020 18:40:38 -0600 Subject: [PATCH 092/104] removing coverage tactician --- obztak/factory.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/obztak/factory.py b/obztak/factory.py index 95c044e..e21372b 100644 --- a/obztak/factory.py +++ b/obztak/factory.py @@ -42,7 +42,7 @@ TACTICIANS = odict([ (None,'Tactician'), ('tactician','Tactician'), - ('coverage','CoverageTactician'), + #('coverage','CoverageTactician'), ('great','ConditionTactician'), ('good','ConditionTactician'), ('fine','ConditionTactician'), From c83ae45ef812ed15e5c2fb74b10810d16065f2fe Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 26 Jan 2020 18:41:07 -0600 Subject: [PATCH 093/104] refactor maglites tactician --- obztak/maglites.py | 15 +++++++++++---- 1 file changed, 11 insertions(+), 4 deletions(-) diff --git a/obztak/maglites.py b/obztak/maglites.py index 6b82a0a..631acd3 100644 --- a/obztak/maglites.py +++ b/obztak/maglites.py @@ -12,6 +12,7 @@ from obztak.field import FieldArray, SISPI_DICT, SEP from obztak.survey import Survey from obztak.scheduler import Scheduler +from obztak.tactician import Tactician, ConditionTactician, CoverageTactician from obztak.utils import constants from obztak.utils.constants import SMASH_POLE,CCD_X,CCD_Y,STANDARDS @@ -372,7 +373,13 @@ def plot_progress(outfile=None,**kwargs): return fig,basemap -if __name__ == "__main__": - import argparse - parser = argparse.ArgumentParser(description=__doc__) - args = parser.parse_args() +class SMCNODTactician(Tactician): + + @property + def weight(self): + sel = self.viable_fields + weight = 10000. * np.logical_not(np.in1d(self.fields['HEX'], obztak.utils.constants.HEX_SMCNOD)).astype(float) + weight[~sel] = np.inf + weight += 360. * self.fields['TILING'] + weight += slew + return weight From 01bb0c1d5e632290259c19d2a1f18dc33822e23f Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 26 Jan 2020 18:43:01 -0600 Subject: [PATCH 094/104] updates to coverage script (changed to teff > 0.3) --- obztak/scratch/coverage.py | 28 ++++++++++++++++------------ 1 file changed, 16 insertions(+), 12 deletions(-) diff --git a/obztak/scratch/coverage.py b/obztak/scratch/coverage.py index 9ca0666..470ba02 100644 --- a/obztak/scratch/coverage.py +++ b/obztak/scratch/coverage.py @@ -36,8 +36,8 @@ BANDS = ['u','g','r','i','z','Y'] #BANDS = ['VR'] -#SkymapCls,suffix = DECamMcBride,'_mbt' -SkymapCls,suffix = MaglitesSkymap,'_ort' +SkymapCls,suffix = DECamMcBride,'_mbt' +#SkymapCls,suffix = MaglitesSkymap,'_ort' # COALESCE(qc_teff,'NaN') QUERY =""" @@ -82,24 +82,30 @@ def ang2disc(nside, lon, lat, radius, inclusive=False, fact=4, nest=False): vec = ang2vec(lon,lat) return hp.query_disc(nside,vec,radius,inclusive,fact,nest) -db = Database() -db.connect() -data = db.query2recarray(QUERY) -if os.path.exists(args.outfile): os.remove(args.outfile) -print("Writing %s..."%args.outfile) -fitsio.write(args.outfile,data) +args.db = True +if args.db: + db = Database() + db.connect() + data = db.query2recarray(QUERY) + if os.path.exists(args.outfile): os.remove(args.outfile) + print("Writing %s..."%args.outfile) + fitsio.write(args.outfile,data) # Do we want to make maps? if not args.maps: sys.exit() +data = fitsio.read(args.outfile) + exposures = odict([(b,data[data['filter'] ==b]) for b in BANDS]) sum_skymaps = odict([(b,np.zeros(hp.nside2npix(NSIDE))) for b in BANDS]) max_skymaps = odict([(b,np.zeros(hp.nside2npix(NSIDE))) for b in BANDS]) for b,exp in exposures.items(): + print "%s-band..."%band nan = np.isnan(exp['teff']) median = np.median(exp[~nan]['teff']) - print "Median teff for %s-band: %s"%(b,median) + print " Median teff: %s"%(median) + print " Fraction without teff: %i%%"%(100*nan.sum()/float(len(nan))) if not nan.sum(): continue ## Set the teff to a random value from the distribution @@ -107,12 +113,10 @@ def ang2disc(nside, lon, lat, radius, inclusive=False, fact=4, nest=False): #teff = exp['teff'][np.where(~nan)[0][idx]] #exp['teff'][nan] = teff - - for (band,_max),(band,_sum) in zip(max_skymaps.items(),sum_skymaps.items()): print band d2 = exposures[band] - d2 = d2[d2['teff'] >= 0.2] + d2 = d2[ (d2['teff'] >= 0.3) ] vec = ang2vec(d2['ra'],d2['dec']) rad = np.radians(DECAM) for i,(v,d) in enumerate(zip(vec,d2)): From 38a55a8a4def2330b7ddd7b569065b654ea3394a Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 26 Jan 2020 18:43:37 -0600 Subject: [PATCH 095/104] refactored tactician; removed coverage --- obztak/tactician.py | 146 +++++--------------------------------------- 1 file changed, 16 insertions(+), 130 deletions(-) diff --git a/obztak/tactician.py b/obztak/tactician.py index e52a1f8..a31ae4f 100644 --- a/obztak/tactician.py +++ b/obztak/tactician.py @@ -22,6 +22,7 @@ ('great', [1.6, 2.0]), ('good', [0.0, 2.0]), ('complete',[0.0, 2.0]), + ('coverage',[0.0, 2.0]), ('maglites',[0.0, 2.0]), ('fine', [0.0, 1.9]), ('ok', [0.0, 1.6]), @@ -221,6 +222,7 @@ def select_fields(self): fields['HOURANGLE'] = self.hour_angle[index] return fields +# DEPRECATED: ADW 2019-09-09 class CoverageTactician(Tactician): name = 'coverage' mode = None @@ -242,8 +244,22 @@ def __init__(self, *args, **kwargs): super(ConditionTactician,self).__init__(*args,**kwargs) self.mode = kwargs.get('mode',None) + @property + def coverage_weight(self): + """ Hack to subsume CoverageTactician into ConditionTactician """ + sel = self.viable_fields + weight = self.hour_angle + weight[~sel] = np.inf + weight += 6. * 360. * self.fields['TILING'] # Was 6, 60 + weight += self.slew**3 # slew**2 + weight += 100. * (self.airmass - 1.)**3 + return weight + @property def weight(self): + if self.mode == 'coverage': + return self.coverage_weight + airmass = self.airmass sel = self.viable_fields weight = 2.0 * self.hour_angle @@ -265,136 +281,6 @@ def weight(self): return weight -class SMCNODTactician(Tactician): - - @property - def weight(self): - sel = self.viable_fields - weight = 10000. * np.logical_not(np.in1d(self.fields['HEX'], obztak.utils.constants.HEX_SMCNOD)).astype(float) - weight[~sel] = np.inf - weight += 360. * self.fields['TILING'] - weight += slew - return weight - - -class BlissTactician(Tactician): - CONDITIONS = odict([ - (None, [1.0, 1.4]), - ('bliss', [1.0, 1.4]), - #('good', [1.0, 1.4]), - #('poor', [1.0, 1.2]), - ]) - - def __init__(self, *args, **kwargs): - super(BlissTactician,self).__init__(*args,**kwargs) - self.mode = kwargs.get('mode',None) - - @property - def weight(self): - airmass = self.airmass - moon_angle = self.moon_angle - - sel = self.viable_fields - weight = np.zeros(len(sel)) - - # Moon angle constraints - moon_limit = 30. - sel &= (moon_angle > moon_limit) - - # Moon band constraints - if (self.moon.phase >= 80) and (self.moon.alt > -0.04): - # Moon is very bright; only do z - sel &= (np.char.count('z',self.fields['FILTER']) > 0) - # Allow i,z but prefer z - #sel &= (np.char.count('iz',self.fields['FILTER']) > 0) - #weight += 1e2 * (np.char.count('i',self.fields['FILTER']) > 0) - elif (self.moon.phase >= 45) and (self.moon.alt > -0.04): - # Moon is more than half full; do i,z - sel &= (np.char.count('iz',self.fields['FILTER']) > 0) - else: - # Moon is faint or down; do g,r (unless none available) - sel &= (np.char.count('gr',self.fields['FILTER']) > 0) - #weight += 1e8 * (np.char.count('iz',self.fields['FILTER']) > 0) - if (self.sun.alt > -0.28): - # No g-band if Sun altitude > -16 deg - sel &= ~(np.char.count('g',self.fields['FILTER']) > 0) - - - # Airmass cut - airmass_min, airmass_max = self.CONDITIONS[self.mode] - sel &= ((airmass > airmass_min) & (airmass < airmass_max)) - - # Don't allow the same field to be scheduled in different bands - # less than 10 hours apart - if len(self.completed_fields): - dates = np.array(map(ephem.Date,self.completed_fields['DATE'])) - recent = self.completed_fields[(self.date - dates) < 10*ephem.hour] - - # Don't allow the same fields twice on one night - sel &= ~np.in1d(self.fields.field_id,recent.field_id) - - # Higher weight for duplicate HEXs - weight += 500.0 * np.in1d(self.fields['HEX'],recent['HEX']) - #weight += 1e9 * np.in1d(self.fields.field_id,recent.field_id) - - # Set the weights for each field. Lower weight means more favorable. - - # Higher weight for rising fields (higher hour angle) - # HA [min,max] = [-53,54] (for airmass 1.4) - #weight += 5.0 * self.hour_angle - weight += 1.0 * self.hour_angle - #weight += 0.1 * self.hour_angle - - # Higher weight for larger slews - # slew = 10 deg -> weight = 1e2 - #weight += self.slew**2 - #weight += self.slew - weight += 1e3 * self.slew - - # Higher weight for higher airmass - # airmass = 1.4 -> weight = 6.4 - weight += 100. * (airmass - 1.)**3 - - # Higher weight for fields close to the moon (when up) - # angle = 50 -> weight = 6.4 - if (self.moon.alt > -0.04): - #weight += 100 * (35./moon_angle)**3 - #weight += 10 * (35./moon_angle)**3 - weight += 1 * (35./moon_angle)**3 - - # Try hard to do the first tiling - weight += 1e6 * (self.fields['TILING'] - 1) - - # Prioritize Planet 9 Region late in the survey/night - #ra_zenith, dec_zenith = np.degrees(self.observatory.radec_of(0,'90')) - #if ra_zenith > 270: - # weight += 1e6 * (self.fields['PRIORITY'] - 1) - # # Allow i,z exposures at high penalty - # #sel &= (np.char.count('iz',self.fields['FILTER']) > 0) - # #weight += 1e8 * (np.char.count('iz',self.fields['FILTER']) > 0) - - # Set infinite weight to all disallowed fields - weight[~sel] = np.inf - - return weight - - def select_index(self): - weight = self.weight - index = np.array([np.argmin(weight)],dtype=int) - if np.any(~np.isfinite(weight[index])): - msg = "Infinite weight selected" - print(msg) - print("Press 'c' to continue") - import pdb; pdb.set_trace() - if False: - import obztak.utils.ortho, pylab as plt - airmass_min, airmass_max = self.CONDITIONS[self.mode] - bmap = obztak.utils.ortho.plotFields(self.completed_fields[-1],self.fields,self.completed_fields,options_basemap=dict(airmass=airmass_max)) - logging.info("Enter 'c' to continue") - import pdb; pdb.set_trace() - raise ValueError(msg) - - return index if __name__ == "__main__": import argparse From 7eb9f4b36ee8d6814743703a6a02a3951e3519d1 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 26 Jan 2020 18:44:19 -0600 Subject: [PATCH 096/104] get desservices file better --- obztak/utils/database.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/obztak/utils/database.py b/obztak/utils/database.py index c5ef5a4..e241bda 100644 --- a/obztak/utils/database.py +++ b/obztak/utils/database.py @@ -95,12 +95,15 @@ def parse_dbname(self, dbname): return dbname def parse_config(self, filename=None, section='db-fnal'): - #if not filename: filename=os.getenv("DES_SERVICES") - if os.path.exists(".desservices.ini"): + if filename: pass + elif os.getenv("DES_SERVICES"): + filename=os.getenv("DES_SERVICES") + elif os.path.exists(".desservices.ini"): filename=os.path.expandvars("$PWD/.desservices.ini") else: filename=os.path.expandvars("$HOME/.desservices.ini") logging.debug('.desservices.ini: %s'%filename) + if not os.path.exists(filename): raise IOError("%s does not exist"%filename) # ConfigParser throws "no section error" if file does not exist... # That's confusing, so 'open' to get a more understandable error From d9979fd194f5426380f2f534a2ad5f3ab9eff327 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 26 Jan 2020 18:44:50 -0600 Subject: [PATCH 097/104] better job of dealing with gz files --- obztak/utils/fileio.py | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/obztak/utils/fileio.py b/obztak/utils/fileio.py index 7118e06..6100357 100644 --- a/obztak/utils/fileio.py +++ b/obztak/utils/fileio.py @@ -92,18 +92,17 @@ def rec2csv(filename,data,**kwargs): kwargs.setdefault('mode','w') kwargs.setdefault('na_rep','nan') + basename,ext = os.path.splitext(filename) + if ext == '.gz': filename = basename + with open(filename,'wb') as out: out.write(header()) df.to_csv(out,**kwargs) - basename,ext = os.path.splitext(filename) if ext == '.gz': - cmd = 'gzip %s'%basename + cmd = 'gzip %s'%filename subprocess.check_call(cmd,shell=True) - #mlab.rec2csv(data,outfile,formatd=formatd,**kwargs) - - def write_json(filename,data,**kwargs): kwargs.setdefault('indent',4) json.encoder.FLOAT_REPR = lambda o: format(o, '.4f') From 6f0bc6f9749485b32922680af0803c6258ae096c Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 26 Jan 2020 18:45:25 -0600 Subject: [PATCH 098/104] work around desservices file --- tests/test_scheduler.py | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/tests/test_scheduler.py b/tests/test_scheduler.py index 5238c4b..f196557 100644 --- a/tests/test_scheduler.py +++ b/tests/test_scheduler.py @@ -13,7 +13,8 @@ def test_schedule_field(): kwargs = dict(utc='2017-02-22T06:00:00',hex=6679,tiling=1,band='g',outfile='field_test.json') opts = make_options(kwargs) - cmd = 'env OBZTAK_SURVEY="maglites" schedule_field %s'%(opts) + env = 'OBZTAK_SURVEY="maglites" DES_SERVICES="/dev/null"' + cmd = 'env %s schedule_field %s'%(env,opts) call(cmd,shell=True) out = json.loads(open(kwargs['outfile']).read()) @@ -27,7 +28,8 @@ def test_schedule_chunk(): kwargs = dict(utc='2017-02-22T06:00:00',chunk=60,outfile='chunk_test.json', complete='None',mode='coverage') opts = make_options(kwargs) - cmd = 'env OBZTAK_SURVEY="maglites" schedule_chunk %s'%opts + env = 'OBZTAK_SURVEY="maglites" DES_SERVICES="/dev/null"' + cmd = 'env %s schedule_chunk %s'%(env,opts) call(cmd,shell=True) out = json.loads(open(kwargs['outfile']).read()) @@ -41,7 +43,8 @@ def test_schedule_night(): kwargs = dict(nite='20160211',outfile='night_test/night_test.json',complete='None', mode='coverage') opts = make_options(kwargs) - cmd = 'env OBZTAK_SURVEY="maglites" schedule_night %s'%opts + env = 'OBZTAK_SURVEY="maglites" DES_SERVICES="/dev/null"' + cmd = 'env %s schedule_night %s'%(env,opts) call(cmd,shell=True) files = sorted(glob.glob(os.path.dirname(kwargs['outfile'])+'/*.json')) @@ -58,7 +61,8 @@ def test_schedule_night(): def NOTEST_schedule_survey(): kwargs = dict(outfile='survey_test') opts = make_options(kwargs) - cmd = 'env OBZTAK_SURVEY="maglites" schedule_survey %s'%opts + env = 'OBZTAK_SURVEY="maglites" DES_SERVICES="/dev/null"' + cmd = 'env %s schedule_survey %s'%(env,opts) call(cmd,shell=True) assert os.path.isdir(kwargs['outfile']) From 4458c704077984f777ec26d46a24934c7bdc69f0 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 26 Jan 2020 19:35:43 -0600 Subject: [PATCH 099/104] fix units for scheduling pairs of exposures --- obztak/tactician.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/obztak/tactician.py b/obztak/tactician.py index a31ae4f..90b11bd 100644 --- a/obztak/tactician.py +++ b/obztak/tactician.py @@ -205,7 +205,9 @@ def select_fields(self): index = self.select_index() fields = self.fields[index] - timedelta = (fields['EXPTIME'] + constants.OVERHEAD)*np.arange(len(index)) + # This is janky since MagLiteS was originally scheduling pairs of exposures + timedelta = np.arange(len(index),dtype=float) + timedelta *= (fields['EXPTIME']*ephem.second + constants.OVERHEAD) timedelta[self.slew[index] > 5.] += 30*ephem.second #timedelta = constants.FIELDTIME*np.arange(len(index)) From 457aeecd1a7af0fbda40341ee0ce3a5e0f77743a Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 26 Jan 2020 19:36:02 -0600 Subject: [PATCH 100/104] comment --- obztak/factory.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/obztak/factory.py b/obztak/factory.py index e21372b..ad4688a 100644 --- a/obztak/factory.py +++ b/obztak/factory.py @@ -42,7 +42,7 @@ TACTICIANS = odict([ (None,'Tactician'), ('tactician','Tactician'), - #('coverage','CoverageTactician'), + #('coverage','CoverageTactician'), #coverage now a mode of condition ('great','ConditionTactician'), ('good','ConditionTactician'), ('fine','ConditionTactician'), From ed14483e9996eda7f5f6f752836276cede354639 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 26 Jan 2020 19:36:49 -0600 Subject: [PATCH 101/104] comment edit --- obztak/scheduler.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/obztak/scheduler.py b/obztak/scheduler.py index 4a69d7e..abf4320 100644 --- a/obztak/scheduler.py +++ b/obztak/scheduler.py @@ -240,9 +240,10 @@ def run(self, tstart=None, tstop=None, clip=False, plot=False, mode=None): self.scheduled_fields = self.FieldType() # If no tstop, run for 90 minutes - timedelta = 90*ephem.minute if tstart is None: tstart = ephem.now() - if tstop is None: tstop = tstart + timedelta + if tstop is None: + timedelta = 90*ephem.minute + tstop = tstart + timedelta # Convert strings into dates if isinstance(tstart,basestring): @@ -250,9 +251,8 @@ def run(self, tstart=None, tstop=None, clip=False, plot=False, mode=None): if isinstance(tstop,basestring): tstop = ephem.Date(tstop) - msg = "Run start: %s\n"%datestr(tstart,4) + msg = "\nRun start: %s\n"%datestr(tstart,4) msg += "Run end: %s\n"%datestr(tstop,4) - msg += "Run time: %s minutes"%(timedelta/ephem.minute) logging.debug(msg) msg = "Previously completed fields: %i"%len(self.completed_fields) @@ -299,7 +299,7 @@ def run(self, tstart=None, tstop=None, clip=False, plot=False, mode=None): else: raise(e) - # Now update the time from the selected field + # Now update the time from the last selected field (note duplication in tactician.select_field) fieldtime = field_select[-1]['EXPTIME']*ephem.second + constants.OVERHEAD date = ephem.Date(field_select[-1]['DATE']) + fieldtime From 5d453b23b2f4b788d902190d94fd2bdea5f3e3a0 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 26 Jan 2020 19:37:30 -0600 Subject: [PATCH 102/104] added window --- obztak/data/delve-windows-v2.csv.gz | Bin 2174 -> 2175 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/obztak/data/delve-windows-v2.csv.gz b/obztak/data/delve-windows-v2.csv.gz index 0ec2501c16004b8010b985c9a9374fed5216c5b3..c0c4cd91ff2aec24347910f9031ba8e66c221969 100644 GIT binary patch delta 1427 zcmV;E1#J5M5dRPdABzY8(K9Zw2LS_rNxaQCuV~0oE^)50uTc&gC2K3^HPYAyn8WH( zvc{bG3u#-q7T-tO;&0Y`(7^5-?Pqoo4LPbQ!FA@v?F4W2*+|ecdiu zTlCEpg4@w)!?*caQrp#5aU zy4r)|{&{F$5*l)+-xZq{bJvK|K3g^GBjy>L)U7k_V_2`O{f2AA>AOrd>j_6%@6@{A&fu1EZ8+DMBXm0_ zH2}{x`Ymb1fxM$s+sb*IvqoIY=YXnQi|^AutcJe~%ZU)@ooYXPWBWO#*{@3daE-Vc z`C!`HrN(_s?IS3*R&YaqIro>T_d#JegPX>UThfSI^8Qs#YRZ

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self.to_sispi() fileio.write_json(filename,data,**kwargs) - elif ext in ('.csv','.txt'): + elif ext in ('.csv','.txt','.gz'): data = self.to_recarray() fileio.rec2csv(filename,data,**kwargs) elif ext in ('.fits','.fz','.gz'): From 67ff34b99c60eb76a093446d26dbd38f996d79ea Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sat, 9 Feb 2019 16:08:51 -0600 Subject: [PATCH 036/104] Fixing constructor (closes #12) --- obztak/utils/ortho.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/obztak/utils/ortho.py b/obztak/utils/ortho.py index 7f0844b..f5d569b 100644 --- a/obztak/utils/ortho.py +++ b/obztak/utils/ortho.py @@ -61,7 +61,7 @@ class DECamBasemap(Basemap): def __init__(self, *args, **kwargs): - super(DECamBasemap,self).__init__(self,*args,**kwargs) + super(DECamBasemap,self).__init__(*args,**kwargs) self.draw_parallels() self.draw_meridians() From aafde662cece9c4b699b40b13e1ec96ca9d58fce Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Tue, 12 Feb 2019 00:07:15 -0600 Subject: [PATCH 037/104] slack interface --- bin/qcInv | 25 ++++++++++++++++ obztak/__init__.py | 7 +++-- obztak/delve.py | 1 + obztak/utils/database.py | 33 +++++++++++++++++++++ obztak/utils/slack.py | 63 ++++++++++++++++++++++++++++++++++++++++ 5 files changed, 127 insertions(+), 2 deletions(-) create mode 100755 bin/qcInv create mode 100644 obztak/utils/slack.py diff --git a/bin/qcInv b/bin/qcInv new file mode 100755 index 0000000..591e686 --- /dev/null +++ b/bin/qcInv @@ -0,0 +1,25 @@ +#!/usr/bin/env python +""" +Query the database +""" +import logging +import pandas as pd +from obztak.utils.database import Database +from obztak.utils.parser import Parser + +parser = Parser(description=__doc__) +parser.add_argument('--db',default='fnal',choices=['ctio','fnal'], + help='database to query for exposures') +parser.add_argument('-t','--timedelta',default='12h', + help='time to query') +parser.add_argument('-p','--propid',default=None, + help='propid for query') +args = parser.parse_args() + +db = Database(dbname='db-'+args.db) +db.connect() +df = db.qcInv(timedelta=args.timedelta,propid=args.propid) +pd.set_option('max_colwidth',18) +kwargs = dict(index=False, float_format='{:.2f}'.format, justify='right') +table = df.fillna('').to_string(**kwargs) +logging.info(table) \ No newline at end of file diff --git a/obztak/__init__.py b/obztak/__init__.py index ce19706..2f9441a 100644 --- a/obztak/__init__.py +++ b/obztak/__init__.py @@ -17,7 +17,10 @@ def get_survey(): survey = os.getenv('OBZTAK_SURVEY',None) if survey is None: msg = "$OBZTAK_SURVEY environment variable not set." - raise Exception(msg) + raise EnvironmentError(msg) return survey.lower() -__survey__ = get_survey() +try: + __survey__ = get_survey() +except EnvironmentError as e: + __survey__ = None diff --git a/obztak/delve.py b/obztak/delve.py index 8ae5cad..ffb3f41 100644 --- a/obztak/delve.py +++ b/obztak/delve.py @@ -718,3 +718,4 @@ def select_index(self): raise ValueError(msg) return index + diff --git a/obztak/utils/database.py b/obztak/utils/database.py index 02218bc..c5ef5a4 100644 --- a/obztak/utils/database.py +++ b/obztak/utils/database.py @@ -12,6 +12,7 @@ import datetime import psycopg2 +import pandas as pd import numpy as np def desc2dtype(desc): @@ -165,6 +166,38 @@ def query2recarray(self,query): query2rec = query2recarray + + def qcInv(self, timedelta=None, propid=None): + """Get qc information. + + Parameters: + ----------- + timedelta : time interval to query. + propid : proposal id to select on. + + Returns: + -------- + df : pd.DataFrame with query results + """ + if timedelta is None: timedelta = '12h' + propid = '' if propid is None else "and propid = '%s'"%propid + + query = """ + SELECT + id as expnum, telra as ra, teldec as dec, + to_char(to_timestamp(utc_beg), 'HH24:MI') AS utc, + filter as fil, CAST(exptime AS INT) as time, airmass as secz, + qc_fwhm as psf, qc_sky as sky, qc_cloud as cloud, qc_teff as teff, + object + FROM exposure + WHERE + flavor = 'object' and + date > (now() - interval '{timedelta}') {propid} + ORDER BY expnum ASC + """.format(timedelta=timedelta, propid=propid) + + return pd.DataFrame(self.query2rec(query)) + if __name__ == "__main__": import argparse description = "python script" diff --git a/obztak/utils/slack.py b/obztak/utils/slack.py new file mode 100644 index 0000000..aa22ab8 --- /dev/null +++ b/obztak/utils/slack.py @@ -0,0 +1,63 @@ +#!/usr/bin/env python +""" +Slack interface. +""" +__author__ = "Alex Drlica-Wagner" + +import os +import logging +from datetime import datetime +import pandas as pd + +from obztak.utils.database import Database + +def slack_post(text, token=None, channel=None): + """Post text to slack.""" + from slackclient import SlackClient + slack_token = os.environ["SLACK_API_TOKEN"] if token is None else token + slack_channel = os.environ["SLACK_API_CHANNEL"] if channel is None else channel + + sc = SlackClient(slack_token) + kwargs = dict(method="chat.postMessage",channel=slack_channel,text=text) + ret = sc.api_call(**kwargs) + return ret + +def slack_qcinv(token=None, channel=None, propid=None, timedelta=None, debug=False): + """Post inventory results to Slack. + + Parameters: + ----------- + token : slack bot token + channel: slack channel + propid : proposal id + timedelta: time to collect exposure info + debug : execute but don't post + + Returns: + -------- + df,pkg : data frame and text package + """ + db = Database() + db.connect() + df = db.qcInv(propid=propid,timedelta=timedelta) + + if not len(df): + logging.debug("No exposures found") + return df,None + + kwargs = dict(index=False, float_format='{:.2f}'.format, justify='right') + package = """Observing update from `delve-bot` @ {time} CST: +``` +{content} +```""".format(content=df.fillna('').to_string(**kwargs), + time=datetime.now().strftime("%H:%M") + ) + + logging.debug(package) + + if debug: + logging.debug("Exiting without posting.") + return df,package + + ret = slack_post(package, token=token, channel=channel) + return df,package From 159d887581f8b9673c2260c2908688caf3cb36e9 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Tue, 12 Feb 2019 10:48:11 -0800 Subject: [PATCH 038/104] remove midpoint standards --- obztak/data/delve-windows-v1.csv.gz | Bin 1862 -> 1821 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/obztak/data/delve-windows-v1.csv.gz b/obztak/data/delve-windows-v1.csv.gz index 13efc4e485d914780ca08aa17126a01201662852..424d7d142d658bb24c7a1e5d3d801b00b72196eb 100644 GIT binary patch literal 1821 zcmV+&2jci2iwFRg6JuNe17(;^k6kqkhWGbZT&YW+7nmWR1AvGY-Ez2W!Ngbd=x@ zS?{%nkPTC%pTPT}7iJ~X&PzX*j@Tlj=!4zVPSxe;+WEG~m`a+IVg=ihf&T!{1g5KTEe zgX_itl%z3-ga$W^>xmo2VcHjs8;L{VC^wGG0dPK74DK*)v|G}QOY5D&ol(D{8P|fF z#=*KJ&A1xeG7jOEv@h0cdT*4^u`g&`FzQG&;yQ$H99D0{jW{o$aV>F&aX3rTl!J($ z*4v<%#yQ|Lu1CITy%Cr07p8F|?#=R<{2=m5^O?E5@05G%;yF7mbKe`~Zg3#=M!Dhn 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zP=p(LZ>|mYPVn#3`=$B?|3154P~SC8`X$$|?+fyMT!UqE?BkjL7E6j6ckjTI0S& z>VxXH`M#R>RF~LO)MP#=D}L4H4Z7bvQq*YEqJ3I5^#hvj05%6Q54Em-Wt#X)o7z`R z)AfeuRb>xjuB(rmCg;HHaTblaru|nny*KW)D}L>^9O6UO_iY?M_Mzf&XP?+}xgDa^0NGFH}dxIf)CG+;mQSybPTW zR0H`wzPh|Q0Q2!&ovYFZIX#@yzF)rLnsM3Bp>ZK@-!JvhvijR|V}0My{=wSt`-QdMu=_0`Uk1mDA@Z=kIgq|D)_Vz>au_(7!)Qi_ zb_tsH!R=SW;>^HmC2X)^v_AO}>x(Z})}Ccggd8*LRO< zdLONLeN5>KllxY-yy98lu=!xsug(lQAK=(rkvb3kgEch2&x^+!VMX@3+$Q9bj6sJ_sX4 zP5NN-eXU=vyf3%$ohA8!<&~ibwc*Am2xxQ++*<@1xo;%{hrP*GJ%_zfm6K zbsyE@$1^LWs7FUYJarCM9l^@0#Oew>F)VeaSm9aI!Du3p!Vd^}!t%wEhwE z1+9K_wLYVo^dtUV<=C9}L0?b(ndT;3=asj!^`oA)w%*Bgo%dM#c0b2q`;tfOdOK_` zDRgynbN0J{y?a<2D}HEmooc!-&9TF|^)7?%+ z5%oRT+U9gUe*fa;bUmKyEMNEy2Ig1I>e4iQmv!fKZpZBhrVV-jPUmp>~0@tZ7#p}eeHd@<|dH0)q3a2?`E#a`%QiaF>Sxg0=M2}I`67BjMMkb z)&}2^`nYOyaXCe8uwT`-InZ}rwRvM}+ Date: Tue, 12 Feb 2019 10:48:58 -0800 Subject: [PATCH 039/104] remove midpoint standards --- obztak/survey.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/obztak/survey.py b/obztak/survey.py index 0e7f0f0..f5752a0 100644 --- a/obztak/survey.py +++ b/obztak/survey.py @@ -86,12 +86,14 @@ def prepare_windows(self, nights, horizon=-14., standards=True, outfile=None): if mode == 'full': window = [time_setting, time_rising] elif mode == 'first': - if standards: - time_midpoint = time_midpoint - STANDARDS + # Don't do midpoint standards + #if standards: + # time_midpoint = time_midpoint - STANDARDS window = [time_setting, time_midpoint] elif mode == 'second': - if standards: - time_midpoint = time_midpoint + STANDARDS + # Don't do midpoint standards + #if standards: + # time_midpoint = time_midpoint + STANDARDS window = [time_midpoint, time_rising] else: msg = "Unrecognized mode: '%s'"%mode From 27af2ab3edd36a2413676f36f9a0ad9ca52d7e20 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Tue, 12 Feb 2019 10:49:31 -0800 Subject: [PATCH 040/104] support for gzip --- obztak/utils/fileio.py | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/obztak/utils/fileio.py b/obztak/utils/fileio.py index 15a6d29..7118e06 100644 --- a/obztak/utils/fileio.py +++ b/obztak/utils/fileio.py @@ -5,6 +5,8 @@ import os,pwd from os.path import splitext, exists, join from collections import OrderedDict as odict +import subprocess + from matplotlib import mlab import numpy as np import json @@ -94,6 +96,11 @@ def rec2csv(filename,data,**kwargs): out.write(header()) df.to_csv(out,**kwargs) + basename,ext = os.path.splitext(filename) + if ext == '.gz': + cmd = 'gzip %s'%basename + subprocess.check_call(cmd,shell=True) + #mlab.rec2csv(data,outfile,formatd=formatd,**kwargs) From 58bc8c47e574c9c6c927a9b8b3e72be516efeba9 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Tue, 12 Feb 2019 10:50:01 -0800 Subject: [PATCH 041/104] better fwhm --- bin/seeing | 25 ++++++++++++++++++++----- obztak/seeing.py | 34 +++++++++++++++++++++++++--------- 2 files changed, 45 insertions(+), 14 deletions(-) diff --git a/bin/seeing b/bin/seeing index 688bcfe..add9db4 100755 --- a/bin/seeing +++ b/bin/seeing @@ -5,6 +5,7 @@ Executable for predicting the seeing. import os import logging import ephem +import pandas as pd import obztak.seeing from obztak.seeing import DECAMINST,WAVE @@ -45,19 +46,33 @@ def main(): else: seeing = obztak.seeing.QcSeeing(**kwargs) + # String formatting + pd.set_option('max_colwidth',18) + fmt={"date": lambda x: "{:%Y-%m-%d %H:%M}".format(pd.to_datetime(x))} + strkw = dict(index=False,float_format='{:5.2f}'.format,justify='left', + formatters=fmt) + seeing.set_date(datestr(date)) kwargs = dict(band=args.band,airmass=args.airmass,timedelta=args.timedelta, inst=args.inst) + # Run the fwhm calculation fwhm = seeing.get_fwhm(**kwargs) - logging.debug('raw data:\n'+str(seeing.raw)) - logging.debug('i-band zenith atmospheric fwhm:\n'+str(seeing.data)) - msg = "Predicted FWHM in {band}-band at airmass {airmass:.2f}: \n".format(**kwargs) - msg += "{:.2f} arcsec".format(fwhm) - logging.info(msg) + # Print the raw data + df = pd.DataFrame(seeing.raw,copy=True) + tab=df.to_string(**strkw) + logging.debug('raw input data\n'+tab) + # Print the i-band zenith data + df = pd.DataFrame(seeing.data,copy=True) + tab=df.to_string(**strkw) + logging.debug('i-band zenith atmospheric data\n'+tab) + + msg = "Predicted FWHM ({band}-band, airmass={airmass:.2f}): ".format(**kwargs) + msg += " {:.2f} arcsec".format(fwhm) + logging.info(msg) if __name__ == "__main__": main() diff --git a/obztak/seeing.py b/obztak/seeing.py index 3e552a9..c411f4c 100644 --- a/obztak/seeing.py +++ b/obztak/seeing.py @@ -17,7 +17,7 @@ from obztak.utils.database import Database -# These are nominal values from eric neilsen +# These are nominal transformation values from Eric Neilsen # WAVE[x] = (lambda[x]/lambda[i])**0.2 WAVE = odict([ ( 'u' , 0.86603 ), # u (380nm) -> i (780nm) @@ -115,20 +115,36 @@ def get_fwhm(self, timedelta='10m', band='i', airmass=1.0, inst=DECAMINST): """ timedelta = pd.Timedelta(timedelta) - self.load_data(timedelta=3*timedelta) + self.load_data(timedelta=max(3*timedelta,pd.Timedelta('1h'))) dt = pd.DatetimeIndex(self.data['date']) + previous = slice(-1,None) # most recent exposure recent = (dt < self.date) & (dt > (self.date - timedelta)) ancient = (dt < (self.date - timedelta)) & (dt > (self.date - 2*timedelta)) - # Observed log of the atmospheric psf i-band zenith - x = np.log10([np.median(self.data[recent]['fwhm']), - np.median(self.data[ancient]['fwhm'])]) # Nominal atmospheric psf i-band zenith fwhm = 0.9" xmu = np.log10(0.74833) # sqrt(0.9**2 - 0.5**2) - # Predicted log of the atmospheric psf - xpred = xmu + 0.8 * (x[0] - xmu) + 0.14 * (x[1] - xmu) + if not len(self.data): + # No data, use the mean and print a warning + logging.warn("No fwhm data available; using median fwhm") + xpred = xmu + elif not len(recent): + # Log of the i-band zenith fwhm from the previous exposure + xpred = np.log10(self.data[previous]['fwhm']) + elif not len(ancient): + # Median of the log of the observed atmospheric psf i-band zenith + xpred = np.log10(np.median(self.data[recent]['fwhm'])) + else: + # Weighted median of recent and ancient exposures + # Log of the observed atmospheric psf i-band zenith + x = np.log10([np.median(self.data[recent]['fwhm']), + np.median(self.data[ancient]['fwhm'])]) + + # Predicted log of the atmospheric psf + # NB: These constants were derived for timedelta=5min + # they may not hold for arbitrary time windows. + xpred = xmu + 0.8 * (x[0] - xmu) + 0.14 * (x[1] - xmu) fwhm_pred = convert(10**xpred, band_1='i' , airmass_1=1.0 , inst_1=0.0, @@ -158,7 +174,7 @@ def get_data(self, date=None, timedelta='30m'): query =""" select date, dimm2see as fwhm from exposure where date > '%s' and date < '%s' - and filter != 'VR' and dimm2see is not NULL + and dimm2see is not NULL """%(tmin, tmax) logging.debug(query) raw = db.query2rec(query) @@ -209,7 +225,7 @@ def get_data(self, date=None, timedelta='30m'): query =""" select date, qc_fwhm as fwhm, airmass, filter from exposure where date > '%s' and date < '%s' - and filter != 'VR' -- and qc_fwhm is not NULL + and filter != 'VR' and qc_fwhm is not NULL """%(tmin, tmax) logging.debug(query) raw = db.query2rec(query) From 74a7d3f96514adfddc1990f264bc34ca9c47abbf Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Tue, 12 Feb 2019 15:59:36 -0300 Subject: [PATCH 042/104] don't plot on exception --- obztak/delve.py | 9 +++++---- obztak/scheduler.py | 3 +-- obztak/tactician.py | 6 ++++-- 3 files changed, 10 insertions(+), 8 deletions(-) diff --git a/obztak/delve.py b/obztak/delve.py index 8457f0e..3f9a0ba 100644 --- a/obztak/delve.py +++ b/obztak/delve.py @@ -703,12 +703,13 @@ def select_index(self): weight = self.weight index = np.array([np.argmin(weight)],dtype=int) if np.any(~np.isfinite(weight[index])): - #if True: msg = "Infinite weight selected" - print(msg) - import obztak.utils.ortho, pylab as plt + logging.warn(msg) airmass_min, airmass_max = self.CONDITIONS[self.mode] - bmap = obztak.utils.ortho.plotFields(self.completed_fields[-1],self.fields,self.completed_fields,options_basemap=dict(airmass=airmass_max)) + if False: + import obztak.utils.ortho, pylab as plt + bmap = obztak.utils.ortho.plotFields(self.completed_fields[-1],self.fields,self.completed_fields,options_basemap=dict(airmass=airmass_max)) + logging.info("Enter 'c' to continue") import pdb; pdb.set_trace() raise ValueError(msg) diff --git a/obztak/scheduler.py b/obztak/scheduler.py index 7d93c3d..e7bdbe0 100644 --- a/obztak/scheduler.py +++ b/obztak/scheduler.py @@ -7,7 +7,6 @@ import numpy as np import time import ephem -import matplotlib.pyplot as plt import logging from collections import OrderedDict as odict @@ -209,7 +208,7 @@ def select_field(self, date, mode=None): msg += "weights=%s"%weight logging.info(msg) #ortho.plotWeight(self.scheduled_fields[-1], self.target_fields, self.tactician.weight) - ortho.plotField(self.scheduled_fields[-1],self.scheduled_fields,options_basemap=dict(date='2017/02/20 05:00:00')) + #ortho.plotField(self.scheduled_fields[-1],self.scheduled_fields,options_basemap=dict(date='2017/02/20 05:00:00')) raw_input('WAIT') import pdb; pdb.set_trace() raise Exception() diff --git a/obztak/tactician.py b/obztak/tactician.py index df9110b..20092b2 100644 --- a/obztak/tactician.py +++ b/obztak/tactician.py @@ -381,9 +381,11 @@ def select_index(self): #if True: msg = "Infinite weight selected" print(msg) - import obztak.utils.ortho, pylab as plt + print("Press 'c' to continue") airmass_min, airmass_max = self.CONDITIONS[self.mode] - bmap = obztak.utils.ortho.plotFields(self.completed_fields[-1],self.fields,self.completed_fields,options_basemap=dict(airmass=airmass_max)) + if False: + import obztak.utils.ortho, pylab as plt + bmap = obztak.utils.ortho.plotFields(self.completed_fields[-1],self.fields,self.completed_fields,options_basemap=dict(airmass=airmass_max)) import pdb; pdb.set_trace() raise ValueError(msg) From 36dd500fa0d997ef7c20d700ea0ae1160cf91425 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 15 Feb 2019 08:12:51 -0800 Subject: [PATCH 043/104] deal with moon avoidance --- obztak/delve.py | 6 +++--- obztak/tactician.py | 6 +++++- 2 files changed, 8 insertions(+), 4 deletions(-) diff --git a/obztak/delve.py b/obztak/delve.py index ffb3f41..c5381b8 100644 --- a/obztak/delve.py +++ b/obztak/delve.py @@ -593,7 +593,7 @@ def weight_wide(self): weight = np.zeros(len(sel)) # Moon angle constraints - moon_limit = 30. + moon_limit = 50. sel &= (moon_angle > moon_limit) # Sky brightness selection @@ -622,10 +622,10 @@ def weight_wide(self): # Higher weight for fields close to the moon (when up) # angle = 50 -> weight = 6.4 - if (self.moon.alt > -0.04): + if (self.moon.alt > -0.04) and (self.moon.phase >= 10): #weight += 100 * (35./moon_angle)**3 #weight += 10 * (35./moon_angle)**3 - weight += 1 * (35./moon_angle)**3 + weight += 1 * (40./moon_angle)**3 ## Try hard to do high priority fields weight += 1e3 * (self.fields['PRIORITY'] - 1) diff --git a/obztak/tactician.py b/obztak/tactician.py index df9110b..71d40a3 100644 --- a/obztak/tactician.py +++ b/obztak/tactician.py @@ -172,7 +172,11 @@ def viable_fields(self): # Exclude special fields (unless using special tacticians) sel_special = self.fields['PRIORITY'] < 90 - viable = sel_hour_angle & sel_airmass & sel_declination & sel_special + # Moon angle constraints + moon_limit = 20. + sel_moon = (self.moon_angle > moon_limit) + + viable = sel_hour_angle & sel_airmass & sel_declination & sel_special & sel_moon return viable @property From 8e4eea0a8e265605384a2be64cb393fb9b696e20 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 15 Feb 2019 08:12:59 -0800 Subject: [PATCH 044/104] nite start time --- bin/schedule_night | 9 +++++++-- obztak/scheduler.py | 12 ++++++++---- 2 files changed, 15 insertions(+), 6 deletions(-) diff --git a/bin/schedule_night b/bin/schedule_night index 4b58ec0..785e3d9 100755 --- a/bin/schedule_night +++ b/bin/schedule_night @@ -26,10 +26,13 @@ def main(): if args.utc_start: date = ephem.Date(args.utc_start) + start = date elif args.nite: date = nite2utc(str(args.nite)) + start = None else: date = ephem.now() + start = None nitestr = utc2nite(date) datestr = datestring(date,0) @@ -40,9 +43,11 @@ def main(): scheduler = scheduler_factory(target_fields=args.fields, windows=args.windows, completed_fields=args.complete) - chunks = scheduler.schedule_nite(date,chunk=args.chunk,plot=args.plot,mode=args.mode) + chunks = scheduler.schedule_nite(date,start=start,chunk=args.chunk, + plot=args.plot,mode=args.mode) + + - if not args.outfile: outdir = nitestr outfile = os.path.join(outdir,nitestr+'.json') diff --git a/obztak/scheduler.py b/obztak/scheduler.py index 7d93c3d..99dbb1a 100644 --- a/obztak/scheduler.py +++ b/obztak/scheduler.py @@ -370,7 +370,7 @@ def schedule_chunk(self,tstart=None,chunk=60,clip=False,plot=False,mode=None): return self.run(tstart,tstop,clip,plot,mode) - def schedule_nite(self,date=None,chunk=60,clip=False,plot=False,mode=None): + def schedule_nite(self,date=None,start=None,chunk=60,clip=False,plot=False,mode=None): """ Schedule a night of observing. @@ -398,7 +398,11 @@ def schedule_nite(self,date=None,chunk=60,clip=False,plot=False,mode=None): try: nites = [get_nite(w[0]) for w in self.windows] idx = nites.index(nite) - start,finish = self.windows[idx] + winstart,finish = self.windows[idx] + if start is None: + start = winstart + else: + logging.warn("Over-writing nite start time") except (TypeError, ValueError): msg = "Requested nite (%s) not found in windows:\n"%nite msg += '['+', '.join([n for n in nites])+']' @@ -410,8 +414,8 @@ def schedule_nite(self,date=None,chunk=60,clip=False,plot=False,mode=None): finish = self.observatory.next_rising(ephem.Sun(), use_center=True) self.observatory.horizon = '0' - logging.info("Night start (UTC): %s"%datestr(start)) - logging.info("Night finish (UTC): %s"%datestr(finish)) + logging.info("Night start (UTC): %s"%datestr(start)) + logging.info("Night finish (UTC): %s"%datestr(finish)) chunks = [] i = 0 From ec411e37b75e0393fa6a79867a9a2fe80f9daa8d Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Mon, 18 Feb 2019 17:49:15 -0600 Subject: [PATCH 045/104] some nightsum --- bin/plot_nightsum | 1 + obztak/utils/ortho.py | 5 +++-- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/bin/plot_nightsum b/bin/plot_nightsum index 8321486..ef0c450 100755 --- a/bin/plot_nightsum +++ b/bin/plot_nightsum @@ -2,6 +2,7 @@ """ Plot a night summary. """ +import os import numpy as np import pylab as plt import ephem diff --git a/obztak/utils/ortho.py b/obztak/utils/ortho.py index f5d569b..25df337 100644 --- a/obztak/utils/ortho.py +++ b/obztak/utils/ortho.py @@ -944,8 +944,9 @@ def plot_nightsum(fields,nitestr,date): db.connect() query = """ select id, qc_fwhm as psf, qc_teff as teff, filter from exposure - where exptime = 90 and delivered = True and propid = '%s' - and qc_teff is not NULL + where exptime > 89 and delivered = True and propid = '%s' + and flavor = 'object' + and qc_teff is not NULL and qc_fwhm is not NULL and to_timestamp(utc_beg) %s '%s' """ From e8636b388076a98b684eb2fcc7804aa22b0c686e Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Mon, 25 Feb 2019 09:13:33 -0800 Subject: [PATCH 046/104] updates to moon and other delve tactician details; silence window printing --- bin/qcInv | 2 +- obztak/delve.py | 39 ++++++++++++++++++++++----------------- obztak/scheduler.py | 6 +++--- obztak/tactician.py | 7 ++++--- obztak/utils/ortho.py | 2 +- 5 files changed, 31 insertions(+), 25 deletions(-) diff --git a/bin/qcInv b/bin/qcInv index 591e686..573785c 100755 --- a/bin/qcInv +++ b/bin/qcInv @@ -22,4 +22,4 @@ df = db.qcInv(timedelta=args.timedelta,propid=args.propid) pd.set_option('max_colwidth',18) kwargs = dict(index=False, float_format='{:.2f}'.format, justify='right') table = df.fillna('').to_string(**kwargs) -logging.info(table) \ No newline at end of file +logging.info(table) diff --git a/obztak/delve.py b/obztak/delve.py index d764c67..b1812c0 100644 --- a/obztak/delve.py +++ b/obztak/delve.py @@ -550,7 +550,7 @@ def skybright_select(self): #sel &= (np.char.count('iz',self.fields['FILTER']) > 0) #weight += 1e2 * (np.char.count('i',self.fields['FILTER']) > 0) #elif (self.moon.phase >= 45) and (self.moon.alt > 0.175): - elif (self.moon.phase >= 45) and (self.moon.alt > 0.0): + elif (self.moon.phase >= 40) and (self.moon.alt > 0.0): # Moon is more than half full; do r,i sel &= (np.char.count('ri',self.fields['FILTER']) > 0) else: @@ -592,9 +592,6 @@ def weight_wide(self): sel &= (self.fields['PROGRAM'] == 'delve-wide') weight = np.zeros(len(sel)) - # Moon angle constraints - moon_limit = 50. - sel &= (moon_angle > moon_limit) # Sky brightness selection sel &= self.skybright_select() @@ -603,6 +600,17 @@ def weight_wide(self): airmass_min, airmass_max = self.CONDITIONS['wide'] sel &= ((airmass > airmass_min) & (airmass < airmass_max)) + # Higher weight for fields close to the moon (when up) + # angle = 50 -> weight = 6.4 + # Moon angle constraints (viable fields sets moon_angle > 20.) + if (self.moon.alt > -0.04) and (self.moon.phase >= 10): + moon_limit = self.moon.phase/2. + sel &= (moon_angle > moon_limit) + + #weight += 100 * (35./moon_angle)**3 + #weight += 10 * (35./moon_angle)**3 + weight += 1 * (35./moon_angle)**3 + # Higher weight for rising fields (higher hour angle) # HA [min,max] = [-53,54] (for airmass 1.4) #weight += 5.0 * self.hour_angle @@ -620,12 +628,6 @@ def weight_wide(self): #weight += 100. * (airmass - 1.)**3 weight += 1e3 * (airmass - 1.)**2 - # Higher weight for fields close to the moon (when up) - # angle = 50 -> weight = 6.4 - if (self.moon.alt > -0.04) and (self.moon.phase >= 10): - #weight += 100 * (35./moon_angle)**3 - #weight += 10 * (35./moon_angle)**3 - weight += 1 * (40./moon_angle)**3 ## Try hard to do high priority fields weight += 1e3 * (self.fields['PRIORITY'] - 1) @@ -708,15 +710,18 @@ def select_index(self): weight = self.weight index = np.array([np.argmin(weight)],dtype=int) if np.any(~np.isfinite(weight[index])): - msg = "Infinite weight selected" + plot = (logging.getLogger().getEffectiveLevel()==logging.DEBUG) + msg = "Infinite weight selected..." logging.warn(msg) - airmass_min, airmass_max = self.CONDITIONS[self.mode] - if False: - import obztak.utils.ortho, pylab as plt - bmap = obztak.utils.ortho.plotFields(self.completed_fields[-1],self.fields,self.completed_fields,options_basemap=dict(airmass=airmass_max)) - logging.info("Enter 'c' to continue") + logging.info(">>> To plot fields enter 'plot=True'") + logging.info(">>> Enter 'c' to continue") import pdb; pdb.set_trace() + if plot: + import obztak.utils.ortho, pylab as plt + airmass = self.CONDITIONS[self.mode][1] + bmap = obztak.utils.ortho.plotFields(self.completed_fields[-1],self.fields,self.completed_fields,options_basemap=dict(airmass=airmass)) + logging.info(">>> Enter 'c' to continue") + pdb.set_trace() raise ValueError(msg) return index - diff --git a/obztak/scheduler.py b/obztak/scheduler.py index 82d5509..05af78d 100644 --- a/obztak/scheduler.py +++ b/obztak/scheduler.py @@ -94,10 +94,10 @@ def load_windows(self, windows=None): if ii > 0 and (start < self.windows[ii-1][1]): logging.warn(msg) - logging.info('Observation Windows:') + logging.debug('Observation Windows:') for start,end in self.windows: - logging.info(' %s: %s UTC -- %s UTC'%(get_nite(start),datestr(start),datestr(end))) - logging.info(30*'-') + logging.debug(' %s: %s UTC -- %s UTC'%(get_nite(start),datestr(start),datestr(end))) + logging.debug(30*'-') def load_observed_fields(self): """ diff --git a/obztak/tactician.py b/obztak/tactician.py index 13c115d..e52a1f8 100644 --- a/obztak/tactician.py +++ b/obztak/tactician.py @@ -382,15 +382,16 @@ def select_index(self): weight = self.weight index = np.array([np.argmin(weight)],dtype=int) if np.any(~np.isfinite(weight[index])): - #if True: msg = "Infinite weight selected" print(msg) print("Press 'c' to continue") - airmass_min, airmass_max = self.CONDITIONS[self.mode] + import pdb; pdb.set_trace() if False: import obztak.utils.ortho, pylab as plt + airmass_min, airmass_max = self.CONDITIONS[self.mode] bmap = obztak.utils.ortho.plotFields(self.completed_fields[-1],self.fields,self.completed_fields,options_basemap=dict(airmass=airmass_max)) - import pdb; pdb.set_trace() + logging.info("Enter 'c' to continue") + import pdb; pdb.set_trace() raise ValueError(msg) return index diff --git a/obztak/utils/ortho.py b/obztak/utils/ortho.py index 25df337..f9e6736 100644 --- a/obztak/utils/ortho.py +++ b/obztak/utils/ortho.py @@ -944,7 +944,7 @@ def plot_nightsum(fields,nitestr,date): db.connect() query = """ select id, qc_fwhm as psf, qc_teff as teff, filter from exposure - where exptime > 89 and delivered = True and propid = '%s' + where delivered = True and propid = '%s' and flavor = 'object' and qc_teff is not NULL and qc_fwhm is not NULL From a4421e848d2137f15cba79539e0190894df6224f Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Mon, 25 Feb 2019 11:14:24 -0600 Subject: [PATCH 047/104] slack and nightsum --- bin/plot_nightsum | 2 ++ obztak/utils/slack.py | 21 ++++++++++++++++++--- 2 files changed, 20 insertions(+), 3 deletions(-) diff --git a/bin/plot_nightsum b/bin/plot_nightsum index 8321486..f74d7b7 100755 --- a/bin/plot_nightsum +++ b/bin/plot_nightsum @@ -3,6 +3,8 @@ Plot a night summary. """ import numpy as np +import matplotlib +matplotlib.use('Agg') import pylab as plt import ephem diff --git a/obztak/utils/slack.py b/obztak/utils/slack.py index aa22ab8..e7f54db 100644 --- a/obztak/utils/slack.py +++ b/obztak/utils/slack.py @@ -11,7 +11,7 @@ from obztak.utils.database import Database -def slack_post(text, token=None, channel=None): +def post_message(text, token=None, channel=None): """Post text to slack.""" from slackclient import SlackClient slack_token = os.environ["SLACK_API_TOKEN"] if token is None else token @@ -22,7 +22,22 @@ def slack_post(text, token=None, channel=None): ret = sc.api_call(**kwargs) return ret -def slack_qcinv(token=None, channel=None, propid=None, timedelta=None, debug=False): +#slack_post = post_message + +def post_file(filepath, title=None, token=None, channels=None): + """Post a file to a Slack channel""" + from slackclient import SlackClient + token = os.environ["SLACK_API_TOKEN"] if token is None else token + channels = os.environ["SLACK_API_CHANNEL"] if channels is None else channels + + sc = SlackClient(token) + kwargs = dict(method="files.upload",channels=channels,title=title) + ret = None + with open(filepath, 'rb') as file_content: + ret = sc.api_call(file=file_content,**kwargs) + return ret + +def post_qcinv(token=None, channel=None, propid=None, timedelta=None, debug=False): """Post inventory results to Slack. Parameters: @@ -59,5 +74,5 @@ def slack_qcinv(token=None, channel=None, propid=None, timedelta=None, debug=Fal logging.debug("Exiting without posting.") return df,package - ret = slack_post(package, token=token, channel=channel) + ret = post_message(package, token=token, channel=channel) return df,package From 5b1817f2902b77837df140acd14b63bf63e859c6 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Wed, 20 Mar 2019 23:33:05 -0500 Subject: [PATCH 048/104] Catching breath after first DELVE observing run --- bin/qcInv | 3 +- obztak/delve.py | 8 +- obztak/scratch/coverage.py | 62 +++++---- obztak/scratch/delve-obs.py | 232 +++++++++++++++++++++++++++++++++ obztak/scratch/delve-seeing.py | 215 ++++++++++++++++++++++++++++++ 5 files changed, 490 insertions(+), 30 deletions(-) create mode 100644 obztak/scratch/delve-obs.py create mode 100644 obztak/scratch/delve-seeing.py diff --git a/bin/qcInv b/bin/qcInv index 573785c..9fe502d 100755 --- a/bin/qcInv +++ b/bin/qcInv @@ -19,7 +19,8 @@ args = parser.parse_args() db = Database(dbname='db-'+args.db) db.connect() df = db.qcInv(timedelta=args.timedelta,propid=args.propid) -pd.set_option('max_colwidth',18) +#pd.set_option('max_colwidth',18) +pd.set_option('display.width',None) kwargs = dict(index=False, float_format='{:.2f}'.format, justify='right') table = df.fillna('').to_string(**kwargs) logging.info(table) diff --git a/obztak/delve.py b/obztak/delve.py index b1812c0..3a3a6fb 100644 --- a/obztak/delve.py +++ b/obztak/delve.py @@ -502,7 +502,7 @@ class DelveScheduler(Scheduler): _defaults = odict(Scheduler._defaults.items() + [ ('tactician','coverage'), ('windows',fileio.get_datafile("delve-windows.csv.gz")), - ('targets',fileio.get_datafile("delve-target-fields.csv.gz")), + ('targets',fileio.get_datafile("delve-target-fields-v8.csv.gz")), ]) FieldType = DelveFieldArray @@ -512,7 +512,7 @@ class DelveTactician(Tactician): CONDITIONS = odict([ (None, [1.0, 2.0]), ('wide', [1.0, 1.4]), - ('deep', [1.0, 1.4]), + ('deep', [1.0, 1.47]), ('mc', [1.0, 2.0]), ]) @@ -614,8 +614,8 @@ def weight_wide(self): # Higher weight for rising fields (higher hour angle) # HA [min,max] = [-53,54] (for airmass 1.4) #weight += 5.0 * self.hour_angle - #weight += 1.0 * self.hour_angle - weight += 0.1 * self.hour_angle + weight += 1.0 * self.hour_angle + #weight += 0.1 * self.hour_angle # Higher weight for larger slews # slew = 10 deg -> weight = 1e2 diff --git a/obztak/scratch/coverage.py b/obztak/scratch/coverage.py index 0962913..028a08c 100644 --- a/obztak/scratch/coverage.py +++ b/obztak/scratch/coverage.py @@ -2,7 +2,7 @@ """ Generic python script. """ -import sys +import os,sys from collections import OrderedDict as odict import warnings import datetime @@ -19,6 +19,14 @@ warnings.simplefilter('ignore', UserWarning) +import argparse +parser = argparse.ArgumentParser(description=__doc__) +parser.add_argument('outfile',default='decam-exposures.fits.gz') +parser.add_argument('-m','--maps',action='store_true') +parser.add_argument('-p','--plot',action='store_true') +args = parser.parse_args() + + NSIDE = 1024 # resolution DECAM = 1.1 # DECam radius #BANDS = ['u','g','r','i','z','Y','VR'] @@ -29,7 +37,7 @@ SkymapCls,suffix = MaglitesSkymap,'_ort' # COALESCE(qc_teff,'NaN') -query =""" +QUERY =""" SELECT id as expnum, telra as ra, teldec as dec, exptime, filter, propid, (CASE WHEN qc_teff is NULL THEN 'NaN' WHEN qc_teff=-1 THEN 'NAN' ELSE qc_teff END) as teff FROM exposure WHERE @@ -50,28 +58,8 @@ and flavor = 'object' order by date """ -print(query) - -db = Database() -db.connect() -data = db.query2recarray(query) -fitsio.write('decam-exposures.fits.gz',data) - -exposures = odict([(b,data[data['filter'] ==b]) for b in BANDS]) -sum_skymaps = odict([(b,np.zeros(hp.nside2npix(NSIDE))) for b in BANDS]) -max_skymaps = odict([(b,np.zeros(hp.nside2npix(NSIDE))) for b in BANDS]) - -for b,exp in exposures.items(): - nan = np.isnan(exp['teff']) - median = np.median(exp[~nan]['teff']) - print "Median teff for %s-band: %s"%(b,median) - if not nan.sum(): continue +print(QUERY) - ## Set the teff to a random value from the distribution - #idx = np.random.randint(len(nan)-nan.sum(),size=nan.sum()) - #teff = exp['teff'][np.where(~nan)[0][idx]] - #exp['teff'][nan] = teff - def phi2lon(phi): return np.degrees(phi) def lon2phi(lon): return np.radians(lon) @@ -91,8 +79,32 @@ def ang2disc(nside, lon, lat, radius, inclusive=False, fact=4, nest=False): vec = ang2vec(lon,lat) return hp.query_disc(nside,vec,radius,inclusive,fact,nest) +db = Database() +db.connect() +data = db.query2recarray(QUERY) +if os.path.exists(args.outfile): + os.remove(args.outfile) +fitsio.write(args.outfile,data) + # Do we want to make maps? -if True: sys.exit(0) +if not args.maps: sys.exit() + +exposures = odict([(b,data[data['filter'] ==b]) for b in BANDS]) +sum_skymaps = odict([(b,np.zeros(hp.nside2npix(NSIDE))) for b in BANDS]) +max_skymaps = odict([(b,np.zeros(hp.nside2npix(NSIDE))) for b in BANDS]) + +for b,exp in exposures.items(): + nan = np.isnan(exp['teff']) + median = np.median(exp[~nan]['teff']) + print "Median teff for %s-band: %s"%(b,median) + if not nan.sum(): continue + + ## Set the teff to a random value from the distribution + #idx = np.random.randint(len(nan)-nan.sum(),size=nan.sum()) + #teff = exp['teff'][np.where(~nan)[0][idx]] + #exp['teff'][nan] = teff + + for (band,_max),(band,_sum) in zip(max_skymaps.items(),sum_skymaps.items()): print band @@ -119,7 +131,7 @@ def ang2disc(nside, lon, lat, radius, inclusive=False, fact=4, nest=False): print # Do we want to plot? -if True: sys.exit(0) +if not args.plot: sys.exit(0) cbar_kwargs = dict(orientation='horizontal',aspect=40) fig = plt.figure(1); plt.clf() diff --git a/obztak/scratch/delve-obs.py b/obztak/scratch/delve-obs.py new file mode 100644 index 0000000..3ba1ead --- /dev/null +++ b/obztak/scratch/delve-obs.py @@ -0,0 +1,232 @@ +#!/usr/bin/env python +""" +Generic python script. +""" +__author__ = "Alex Drlica-Wagner" +import numpy as np +import pylab as plt +import datetime as dt +import dateutil.parser +from dateutil.parser import parse as dparse +import fitsio +import scipy.stats +from collections import OrderedDict as odict + +import obztak.delve +from obztak.utils import fileio +import obztak.tactician +import obztak.survey +from obztak.utils import fileio + +# CTIO midpoint varies from 04:40 to 05:00 UTC over the course of the year. + +SEMESTERS = odict([ + ('2019A',(dparse('2019-02-02T04:50UTC'),dparse('2019-08-01T04:50UTC'),20)), + ('2019B',(dparse('2019-08-02T04:50UTC'),dparse('2020-02-01T04:50UTC'),21)), + ('2020A',(dparse('2020-02-02T04:50UTC'),dparse('2020-08-01T04:50UTC'),22)), + ('2020B',(dparse('2020-08-02T04:50UTC'),dparse('2021-02-01T04:50UTC'),21)), + ('2021A',(dparse('2021-02-02T04:50UTC'),dparse('2021-08-01T04:50UTC'),22)), + ('2021B',(dparse('2021-08-02T04:50UTC'),dparse('2022-02-01T04:50UTC'),20)), +]) + +def get_semester(date): + for key,(start,stop,nights) in SEMESTERS.items(): + if (date >= start) and (date <= stop): + return key + raise ValueError(str(date)) + +def choose_2019A(data): + nights = [ + [dparse('2019-02-07T04:50UTC'), 'second'], + [dparse('2019-02-08T04:50UTC'), 'second'], + [dparse('2019-02-09T04:50UTC'), 'second'], + [dparse('2019-02-12T04:50UTC'), 'full '], + [dparse('2019-02-13T04:50UTC'), 'full '], + [dparse('2019-02-14T04:50UTC'), 'second'], + [dparse('2019-02-15T04:50UTC'), 'full '], + [dparse('2019-02-24T04:50UTC'), 'second'], + [dparse('2019-02-25T04:50UTC'), 'second'], + [dparse('2019-02-26T04:50UTC'), 'second'], + [dparse('2019-02-27T04:50UTC'), 'second'], + [dparse('2019-02-28T04:50UTC'), 'second'], + [dparse('2019-03-01T04:50UTC'), 'second'], + [dparse('2019-05-12T04:50UTC'), 'full '], + [dparse('2019-05-13T04:50UTC'), 'full '], + [dparse('2019-05-28T04:50UTC'), 'second'], + [dparse('2019-05-29T04:50UTC'), 'second'], + [dparse('2019-05-30T04:50UTC'), 'second'], + [dparse('2019-05-31T04:50UTC'), 'second'], + [dparse('2019-06-01T04:50UTC'), 'second'], + [dparse('2019-06-02T04:50UTC'), 'second'], + [dparse('2019-06-03T04:50UTC'), 'second'], + [dparse('2019-06-04T04:50UTC'), 'second'], + [dparse('2019-06-05T04:50UTC'), 'full '], + [dparse('2019-06-06T04:50UTC'), 'full '], + [dparse('2019-06-07T04:50UTC'), 'full '], + [dparse('2019-06-08T04:50UTC'), 'full '], + [dparse('2019-06-09T04:50UTC'), 'full '], + [dparse('2019-06-23T04:50UTC'), 'second'], + [dparse('2019-06-24T04:50UTC'), 'second'], + [dparse('2019-06-25T04:50UTC'), 'second'], + [dparse('2019-06-26T04:50UTC'), 'second'], + [dparse('2019-06-27T04:50UTC'), 'second'], + [dparse('2019-06-28T04:50UTC'), 'second'], + ] + + sel = np.in1d(data['date'],[n[0] for n in nights]) + choice = data[sel] + for n in nights: + choice['half'][choice['date'] == n[0]] = n[1] + + return choice + +def plot_objects(): + yval = plt.ylim()[0] + 0.75*(plt.ylim()[1] - plt.ylim()[0]) + kwargs = dict(rotation=90.,ha='center',va='center') + plt.axvline(80.8939,ls='--',color='gray') + plt.annotate('LMC', (75,yval), color='gray', **kwargs) + plt.axvline(13.1867,ls='--',color='gray') + plt.annotate('SMC', (8,yval), color='gray', **kwargs) + plt.axvline(150,ls='--',color='gray') + plt.annotate('Sex B', (140,yval), color='gray', **kwargs) + plt.axvline(3.79,ls='--',color='gray') + plt.annotate('NGC 55', (-2,yval), color='gray', **kwargs) + plt.axvline(13.72,ls='--',color='gray') + plt.annotate('NGC 300', (19,yval), color='gray', **kwargs) + plt.axvline(228.56,ls='--',color='gray') + plt.annotate('ESO274-001', (223,yval), color='gray', **kwargs) + plt.axvline(330.67,ls='--',color='gray') + plt.annotate('IC 5152', (325,yval), color='gray', **kwargs) + + +begin = SEMESTERS['2019A'][0] +end = SEMESTERS['2021B'][1] +size = (end - begin).days + +dtype = [('semester','S5'),('date',object),('sel',bool),('moon',float), + ('zenith',float),('weight',float),('half','S6')] +data = np.recarray(size,dtype=dtype) + +# Create the array of possible dates +data['date'] = np.array([begin + dt.timedelta(days=i) for i in xrange(size)]) +data['half'] = 'full ' +tac = obztak.tactician.Tactician() + +print("Calculating moon phase and altitude...") +for i,d in enumerate(data): + tac.set_date(str(d['date']).replace('T',' ')+'UTC') + data[i]['moon'] = tac.moon.phase + data[i]['zenith'] = tac.zenith_angle[0] + data[i]['semester'] = get_semester(d['date']) + +#data = recfns.rec_append_fields(data,['moonphase','moonalt'],[phase,alt]) + +fields = obztak.delve.DelveFieldArray.read(fileio.get_datafile('delve-target-fields.csv')) +sel = fields['PRIORITY'] > 0 +sel &= ~((fields['TILING'] > 3) & (fields['PROGRAM'] == 'delve-wide')) +sel &= ~((fields['TILING'] > 3) & (fields['PROGRAM'] == 'delve-mc')) +fields = fields[sel] + +print("Calculating KDE...") +pts = np.repeat(fields['RA'],np.round(fields['EXPTIME']/90.).astype(int)) +pts = np.concatenate([pts, pts[pts < 5.]+360, pts[pts > 355.] - 360]) +kde = scipy.stats.gaussian_kde(pts,bw_method=7.0/360.) +#kde = scipy.stats.gaussian_kde(pts) +data['weight'] = kde(data['zenith']) +# Remove exposure close to full moon +data['weight'][data['moon'] > 80.] = 0 + +print("Making choices...") +np.random.seed(0) +schedule = [] +for key,(start,stop,size) in SEMESTERS.items(): + if key == '2019A': + choice = choose_2019A(data) + else: + d = data[data['semester'] == key] + w = d['weight']/d['weight'].sum() + idx = np.random.choice(np.arange(len(d)),size,p=w,replace=False) + choice = d[np.sort(idx)] + schedule.append(choice) + +schedule = np.concatenate(schedule) +filename = 'delve-schedule.csv' +print("Writing schedule %s..."%filename) +fileio.rec2csv(filename,schedule) + +print("Creating windows...") +survey = obztak.survey.Survey() +nights = [[d['date'].strftime('%Y/%m/%d'),d['half']] for d in schedule] +outfile = 'delve-windows-predicted.csv' +windows = survey.prepare_windows(nights,outfile=outfile) + + +################ +### Plotting ### +################ + +fig = plt.figure() +ax1 = fig.add_subplot(111) +ax2 = ax1.twiny() +plt.sca(ax1) + +x = np.linspace(0,360.,3600) +kwargs = dict(histtype='step',lw=1.5,bins=np.linspace(-10,370,381),normed=True) +plt.hist(fields['RA'],weights=fields['EXPTIME'],color='k',label='raw',**kwargs) +#plt.hist(pts,color='r',label='points',**kwargs) +plt.plot(x,kde(x),lw=2,c='b',label='kde') +w = 0.5 + 0.5*(schedule['half']=='full ') +plt.hist(schedule['zenith'],color='g',label='schedule',weights=w, **kwargs) +#plot_objects() + +plt.legend() +plt.ylabel("Normalized Observation Time") +plt.xlabel("RA (deg)") +ax1.set_xlim(-30,380) +ax2.set_xlim(ax1.get_xlim()) + +tickdates = ['2019-01-01T04:50UTC','2019-02-01T04:50UTC','2019-03-01T04:50UTC', + '2019-04-01T04:50UTC','2019-05-01T04:50UTC','2019-06-01T04:50UTC', + '2019-07-01T04:50UTC','2019-08-01T04:50UTC','2019-09-01T04:50UTC', + '2019-10-01T04:50UTC','2019-11-01T04:50UTC','2019-12-01T04:50UTC', +] + +ticks = [] +ticklabels = [] +for d in tickdates: + date = dparse(d) + tac.set_date(date) + ticks.append(tac.zenith_angle[0]) + ticklabels.append(date.strftime('%b %d')) +ax2.set_xticks(ticks) +ax2.set_xticklabels(ticklabels,rotation=20) +ax2.set_xlabel("Midnight Zenith") + + +""" +g = fields[fields['FILTER'] == 'g'] +r = fields[fields['FILTER'] == 'r'] +i = fields[fields['FILTER'] == 'i'] + +kwargs = dict(histtype='step',lw=1.5,bins=np.linspace(0,360,37)) +plt.figure() +plt.hist(fields['RA'],weights=fields['EXPTIME']/3600.,color='k',label='all',**kwargs) +plt.hist(g['RA'],weights=g['EXPTIME']/3600.,color='g',label='g',**kwargs) +plt.hist(r['RA'],weights=r['EXPTIME']/3600.,color='r',label='r',**kwargs) +plt.hist(i['RA'],weights=i['EXPTIME']/3600.,color='purple',label='i',**kwargs) +plt.legend() +plt.ylabel("Observation time (hours)") +plt.xlabel("RA (deg)") + +kwargs = dict(histtype='step',lw=1.5,bins=np.linspace(0,360,37)) +plt.figure() +plt.hist(fields['RA'],weights=fields['EXPTIME']/3600.,color='k',label='all',**kwargs) + +for (program,c) in [ ('wide','g'),('mc','r'),('deep','b')]: + f = fields[np.char.find(fields['PROGRAM'],program) > 0] + plt.hist(f['RA'],weights=f['EXPTIME']/3600.,label=program,color=c,**kwargs) + +plt.legend() +plt.ylabel("Observation time (hours)") +plt.xlabel("RA (deg)") +""" diff --git a/obztak/scratch/delve-seeing.py b/obztak/scratch/delve-seeing.py new file mode 100644 index 0000000..2b58ddd --- /dev/null +++ b/obztak/scratch/delve-seeing.py @@ -0,0 +1,215 @@ +#!/usr/bin/env python +""" +Generic python script. +""" +__author__ = "Alex Drlica-Wagner" +import os +import pandas as pd +import numpy as np +import pylab as plt +from scipy.interpolate import interp1d +from collections import OrderedDict as odict + +from obztak.utils import fileio +from obztak.delve import DelveTactician, DelveFieldArray +SEXB_RA, SEXB_DEC = 150.00, 5.33 +WAVETRANS = odict([ + ( 'g' , 0.9067 ), + ( 'r' , 0.9609 ), + ( 'i' , 1.0 ), + ( 'z' , 1.036 ), + ( 'Y' , 1.0523 ), +]) +DECAM2DIMM = 1.0916 +DECAMINST = 0.5 # instrumental PSF + +def dimm2decam(dimm_fwhm, airmass=1.0, band='i', fwhm_inst = 0.5): + dimm_fwhm = np.atleast_1d(dimm_fwhm) + airmass = np.atleast_1d(airmass) + const = 1/WAVETRANS[band] * 1/DECAM2DIMM + if dimm_fwhm.ndim == airmass.ndim: + fwhm = const * (dimm_fwhm*(airmass**(0.6))) + else: + fwhm = const * (dimm_fwhm[:,np.newaxis]*(airmass**(0.6))) + return np.hypot( fwhm, fwhm_inst) + +filename = fileio.get_datafile("delve-windows.csv") +windows = pd.read_csv(filename,comment='#',parse_dates=['UTC_START','UTC_END']) + +filename = fileio.get_datafile('delve-target-fields.csv') +fields = DelveFieldArray.read(filename) +sel = ((fields['PROGRAM'] == 'delve-deep') & (fields['DEC'] > -5)) +sel = [38428] +sel = (fields['TILING'] == 3) +f = fields[sel] +# Sex B +sexb = f[(f['HEX'] == 15854)&(f['FILTER']=='i')] +idx = [9409] +f = f[idx] + +tac = DelveTactician() +tac.set_target_fields(f) + +times,airmass,moon_phase,moon_alt = [],[],[],[] +delta = pd.Timedelta('5 minutes') +for idx,(start,end) in windows.iterrows(): + t = start + while t < end: + tac.set_date(t) + times.append(t) + airmass.append(tac.airmass) + moon_phase.append(tac.moon.phase) + moon_alt.append(tac.moon.alt) + t += delta + +times = pd.DatetimeIndex(times) +airmass = np.array(airmass) +moon_phase = np.array(moon_phase) +moon_alt = np.array(moon_alt) + +# Some configurables +i = 0 # for single field +amax = 1.3 +seli = (airmass[:,i] < amax) +selg = (airmass[:,i] < amax) & ( (moon_phase < 10) | (moon_alt < -0.04) ) +sel = seli + +yval_g = 35.0 * 1.3 +yval_i = 23.3 * 1.3 +yval = yval_g #+ yval_i + +samples = [ + ('dimm_fwhm','k','DIMM (zenith)'), + ('decam_fwhm_i','blue','DECam (i,zenith)'), + ('field_fwhm_i','m','DECam (i,field)'), + #('field_fwhm_g','g','DECam (g,field)'), +] + +bins = np.linspace(0,2,50) +hist = dict( + bins = bins, + centers = (bins[:-1]+bins[1:])/2., + dimm_fwhm = [], + decam_fwhm_i = [], + field_fwhm_i = [], + field_fwhm_g = [], +) + +for n in range(1,11): + dirname = '/Users/kadrlica/delve/observing/data' + filename =os.path.join(dirname,'delve_sim_%02d.csv'%n) + print("Reading %s..."%filename) + df = pd.read_csv(filename,names=['date','fwhm'], + parse_dates=['date'],index_col='date') + + interp = interp1d(df.index.to_julian_date(),df['fwhm'], + bounds_error=False,fill_value='extrapolate', + assume_sorted=True) + + dimm_fwhm = interp(times.to_julian_date()) + print("Calculating DECam FWHM i-band zenith...") + decam_fwhm_i = dimm2decam(dimm_fwhm,airmass=1.0,band='i') + print("Calculating field g-band FWHM ...") + field_fwhm_g = dimm2decam(dimm_fwhm,airmass=airmass,band='g') + #print("Calculating field r-band FWHM ...") + #field_fwhm_r = dimm2decam(dimm_fwhm,airmass=airmass,band='r') + print("Calculating field i-band FWHM ...") + field_fwhm_i = dimm2decam(dimm_fwhm,airmass=airmass,band='i') + + kwargs = dict(bins=bins) + hist['dimm_fwhm'].append(np.histogram(dimm_fwhm[sel],**kwargs)[0]) + hist['decam_fwhm_i'].append(np.histogram(decam_fwhm_i[sel],**kwargs)[0]) + hist['field_fwhm_i'].append(np.histogram(field_fwhm_i[:,i][sel],**kwargs)[0]) + hist['field_fwhm_g'].append(np.histogram(field_fwhm_g[:,i][sel],**kwargs)[0]) + +tstep = delta.seconds/3600. # Convert to hours +hist['dimm_fwhm'] = np.cumsum(np.array(hist['dimm_fwhm']),axis=1)*tstep +hist['decam_fwhm_i'] = np.cumsum(np.array(hist['decam_fwhm_i']),axis=1)*tstep +hist['field_fwhm_i'] = np.cumsum(np.array(hist['field_fwhm_i']),axis=1)*tstep +hist['field_fwhm_g'] = np.cumsum(np.array(hist['field_fwhm_g']),axis=1)*tstep + + + +plt.figure() +plt.axhline(yval,ls='--',c='gray',lw=2) +for i,(n,c,l) in enumerate(samples): + plt.fill_between(hist['centers'],color=c,alpha=0.2, + y1=hist[n].min(axis=0), + y2=hist[n].max(axis=0), + ) + plt.plot(hist['centers'],np.median(hist[n],axis=0),color=c,label=l) + + xval = interp1d(np.median(hist[n],axis=0),hist['centers'])(yval) + plt.axvline(xval,ls='--',c=c,lw=1) + plt.annotate('fwhm=%.2f'%xval,(0.6,0.05+0.05*i), xycoords='axes fraction', + ha='left',va='top',color=c) + +plt.xlim(0.0,2.0); +plt.legend(loc='upper left') +plt.xlabel('FWHM (arcsec)') +plt.ylabel('Available Time (hours)') + +""" +kwargs = dict(cumulative=True,histtype='step',lw=2) +#plot airmass +plt.figure() +data = np.nan_to_num(airmass[:,idx]) +weights = delta.seconds/3600. * np.ones_like(data) # hours +plt.hist(data,bins=np.linspace(0,2,50), weights=weights, + color='blue',**kwargs); +plt.xlim(0.0,2.0); +plt.xlabel('Airmass') +plt.ylabel('Available Time (hours)') + +#plot airmass +plt.figure() +yval = 75.8 #58.3 +sel = (airmass[:,idx] < 1.4) +data = np.nan_to_num(dimm_fwhm[sel]) +weights = delta.seconds/3600. * np.ones_like(data) # hours +n,b,p = plt.hist(data,bins=np.linspace(0,2,50), weights=weights, label='DIMM (zenith)', + color='blue',**kwargs); +xval1 = interp1d(n,(b[1:]+b[:-1])/2.)(yval) + +data = np.nan_to_num(decam_fwhm_i[sel]) +weights = delta.seconds/3600. * np.ones_like(data) # hours +n,b,p = plt.hist(data,bins=np.linspace(0,2,50), weights=weights, label='DECam (i,zenith)', + color='red',**kwargs); +xval2 = interp1d(n,(b[1:]+b[:-1])/2.)(yval) + +data = np.nan_to_num(field_fwhm_i[:,idx][sel]) +weights = delta.seconds/3600. * np.ones_like(data) # hours +n,b,p = plt.hist(data,bins=np.linspace(0,2,50), weights=weights, label='DECam (i,field)', + color='green',**kwargs); +xval3 = interp1d(n,(b[1:]+b[:-1])/2.)(yval) + +plt.axhline(yval,ls='--',c='gray',lw=2) +plt.axvline(xval1,ls='--',c='blue',lw=2) +plt.axvline(xval2,ls='--',c='red',lw=2) +plt.axvline(xval3,ls='--',c='green',lw=2) +plt.annotate('fwhm=%.2f'%xval1,(1.1*xval3,0.9*yval),ha='left',va='top',color='b') +plt.annotate('fwhm=%.2f'%xval2,(1.1*xval3,0.8*yval),ha='left',va='top',color='r') +plt.annotate('fwhm=%.2f'%xval3,(1.1*xval3,0.7*yval),ha='left',va='top',color='g') + +plt.xlim(0.0,2.0); +plt.legend(loc='bottom right') +plt.xlabel('FWHM (arcsec)') +plt.ylabel('Available Time (hours)') + + +plt.fill_between(hist['centers'],color='g',alpha=0.2, + y1=hist['decam_fwhm_i'].min(axis=0), + y2=hist['decam_fwhm_i'].max(axis=0), + ) +plt.plot(hist['centers'],np.median(hist['decam_fwhm_i'],axis=0),color='g', + label='DECam (i,zenith)') + +plt.fill_between(hist['centers'],color='r',alpha=0.2, + y1=hist['field_fwhm_i'].min(axis=0), + y2=hist['field_fwhm_i'].max(axis=0), + ) +plt.plot(hist['centers'],np.median(hist['field_fwhm_i'],axis=0),color='r', + label='DECam (i,field)') + + +""" From 86c6e84a51e1a21640f84ea8cfacd174e798af53 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Mon, 15 Apr 2019 18:35:10 -0500 Subject: [PATCH 049/104] Adding auto-obz functionality --- bin/auto-obztak | 25 ++++++++++++ obztak/auto.py | 104 ++++++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 129 insertions(+) create mode 100755 bin/auto-obztak create mode 100644 obztak/auto.py diff --git a/bin/auto-obztak b/bin/auto-obztak new file mode 100755 index 0000000..e8f6dec --- /dev/null +++ b/bin/auto-obztak @@ -0,0 +1,25 @@ +#!/usr/bin/env python +""" +Automated obztak scheduling +""" +__author__ = "Alex Drlica-Wagner" + +from obztak import get_survey +from obztak.auto import AutoObz +from obztak.utils.parser import Parser + +def main(): + parser = Parser() + parser.add_argument("config", help="the configuration file") + parser.add_argument('-k','--chunk', default=15., type=float, + help = 'time chunk (minutes)') + parser.add_argument("-q","--min-queue",default=10, type=int, + help="minimum queue length") + args = parser.parse_args() + + auto = AutoObz(args.config) + auto.min_queue_len = args.min_queue + auto() + +if __name__ == "__main__": + main() diff --git a/obztak/auto.py b/obztak/auto.py new file mode 100644 index 0000000..dcc71ad --- /dev/null +++ b/obztak/auto.py @@ -0,0 +1,104 @@ +#!/usr/bin/env python +""" +Base class for calling obztak through the AUTOOBS named pipe mechanism. + +Based on the Scheduler class by Eric Neilsen + +TODO: +- Replace ConfigParser with Yaml for consistency +""" +import os +from datetime import datetime, timedelta +import logging +import subprocess +from ConfigParser import ConfigParser +import json + +class AutoObz(object): + """ Automated obztak scheduler """ + + def __init__(self, config_fname): + self.configure(config_fname) + + def configure(self, config_fname): + config = ConfigParser() + config.read(config_fname) + + self.stale_time_delta = timedelta(0,config.getfloat('timeouts', 'fifo')) + + self.output_fname = config.get('paths', 'outbox') + self.queue_fname = config.get('paths', 'current_queue') + self.previous_queue_fname = config.get('paths', 'previous_queue') + self.in_progress_fname = config.get('paths', 'inprogress') + self.fifo_fname = config.get('paths', 'fifo') + + def make_script(self): + + with open(self.queue_fname, 'r') as fp: + sispi_queue = json.load(fp) + + logging.debug("Found %d exposure(s) on the SISPI/OCS queue." % len(sispi_queue)) + + with open(self.in_progress_fname, 'r') as fp: + in_progress = json.load(fp) + + # If we don't want to add anything, return an empty list + if len(sispi_queue) >= self.min_queue_len: + logging.info("Queue is already %d exposures long, not adding anything" + % len(sispi_queue)) + # Add an empty script so AUTOOBS knows the scheduler "passed" + with open(self.output_fname, 'w') as fp: + json.dump([], fp, indent=4) + os.chmod(self.output_fname, 0o666) + return + + # Generic time for in-progress exposure + delay = (90 + 30)*len(in_progress) + # Sum the exposure times for the current queue + delay += sum([q['expTime']+30 for q in sispi_queue]) + logging.info("Total queue time: %g seconds"%delay) + + start = datetime.now() + timedelta(seconds=delay) + utc = start.strftime('%Y-%m-%dT%H:%M:%S') + params = dict(utc=utc,output=self.output_fname,complete=self.queue_fname, + previous=self.previous_queue_fname) + logging.info("Calling scheduler") + + # Schedule the next chunk of exposures + cmd = "schedule_chunk -k 15 --utc %(utc)s -o %(output)s -c %(complete)s -c %(previous)s"%params + logging.info(cmd) + + subprocess.check_call(cmd, shell=True) + + with open(self.output_fname, 'r') as fp: + output = json.load(fp) + logging.info("Sending %d exposure(s) to the SISPI/OCS queue." % len(output)) + os.chmod(self.output_fname, 0o666) + + def __call__(self): + logging.info("Scheduler starting") + while True: + # open block until something is sent to the fifo + # (should by sent by obstac) + logging.info("Waiting for AUTOOBS") + with open(self.fifo_fname, 'r') as fp: + time_string = fp.readline().strip() + + logging.info("Triggered by AUTOOBS") + + if len(time_string) == 0: + continue + + try: + queue_time = datetime.strptime(time_string, '%Y-%m-%d %H:%M:%S') + except ValueError: + logging.info("Invalid marker in FIFO: %s" % time_string) + continue + + marker_age = datetime.now()-queue_time + if marker_age > self.stale_time_delta: + logging.info("FIFO has time %s, more than %s ago; not calling scheduler"% + (time_string, str(self.stale_time_delta))) + continue + + new_sispi_script = self.make_script() From d045311775ed83e6cf25bf38f4d30eefaea1988a Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Mon, 15 Apr 2019 18:35:48 -0500 Subject: [PATCH 050/104] extend nightsum lookback --- bin/plot_nightsum | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/bin/plot_nightsum b/bin/plot_nightsum index 5838d2c..c22ce1d 100755 --- a/bin/plot_nightsum +++ b/bin/plot_nightsum @@ -28,7 +28,7 @@ if __name__ == "__main__": date = nite2utc(args.nite) else: # Yesterday...? Would 12*ephem.hour be better? - date = ephem.Date(ephem.now() - 8*ephem.hour) + date = ephem.Date(ephem.now() - 12*ephem.hour) nitestr = utc2nite(date) print "Plotting nightsum for: %s"%nitestr From b2a58ac6a856215d1f65bb6a4c5e0851edac58e6 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Mon, 15 Apr 2019 18:36:06 -0500 Subject: [PATCH 051/104] robust against non-obztak fields --- obztak/field.py | 22 +++++++++++++--------- 1 file changed, 13 insertions(+), 9 deletions(-) diff --git a/obztak/field.py b/obztak/field.py index a14807d..80244a6 100644 --- a/obztak/field.py +++ b/obztak/field.py @@ -205,15 +205,19 @@ def to_sispi(self): def load_sispi(cls,sispi): fields = cls() for i,s in enumerate(sispi): - f = cls(1) - for sispi_key,field_key in SISPI_MAP.items(): - f[field_key] = s[sispi_key] - f.from_object(s['object']) - # Parse scheduled date if date is not present - if 'date' in s: f['DATE'] = 'date' - else: f.from_seqid(s['seqid']) - f.from_comment(s['comment']) - fields = fields + f + try: + f = cls(1) + for sispi_key,field_key in SISPI_MAP.items(): + f[field_key] = s[sispi_key] + f.from_object(s['object']) + # Parse scheduled date if date is not present + if 'date' in s: f['DATE'] = s['date'] + else: f.from_seqid(s['seqid']) + f.from_comment(s['comment']) + fields = fields + f + except (AttributeError,KeyError) as e: + # Read non-obztak exposures without dying + logging.warn("Failed to load exposure\n%s"%s) return fields @classmethod From 314fe8ff2d347b17975044203607b9b14232d2fa Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Mon, 15 Apr 2019 18:36:28 -0500 Subject: [PATCH 052/104] units for chunk --- obztak/scheduler.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/obztak/scheduler.py b/obztak/scheduler.py index 05af78d..f203456 100644 --- a/obztak/scheduler.py +++ b/obztak/scheduler.py @@ -533,7 +533,7 @@ def common_parser(cls): parser.add_argument('--utc-end',action=DatetimeAction, help="end time for observation.") parser.add_argument('-k','--chunk', default=60., type=float, - help = 'time chunk') + help = 'time chunk (minutes)') parser.add_argument('-f','--fields',default=None, help='all target fields.') #parser.add_argument('-m','--mode',default='coverage', From f32e5137ed818bf0d14ac8ea7f84e251698a06a4 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Mon, 15 Apr 2019 18:37:11 -0500 Subject: [PATCH 053/104] some nightsum plotting for slack --- obztak/utils/ortho.py | 150 +++++++++++++++++++++++++++--------------- 1 file changed, 97 insertions(+), 53 deletions(-) diff --git a/obztak/utils/ortho.py b/obztak/utils/ortho.py index f9e6736..d82871a 100644 --- a/obztak/utils/ortho.py +++ b/obztak/utils/ortho.py @@ -32,6 +32,7 @@ from obztak.utils.constants import COLORS, CMAPS from obztak.utils.constants import FIGSIZE, SCALE, DPI +# ADW: This is bad... plt.ion() ############################################################ @@ -904,6 +905,38 @@ def plot_coverage(fields,nitestr,outfile=None,**kwargs): plt.suptitle('Coverage (%s)'%nitestr,fontsize=16) plt.savefig('nightsum_summary_%s_ort.png'%nitestr) +def plot_psf(new,old,nbins=35): + kwargs = dict(normed=True) + step_kwargs = dict(kwargs,histtype='step',lw=3.5) + fill_kwargs = dict(kwargs,histtype='stepfilled',lw=1.0,alpha=0.7) + step_kwargs['bins'] = np.linspace(0.5,2.5,nbins) + fill_kwargs['bins'] = np.linspace(0.5,2.5,nbins) + + plt.hist(new['psf'],color='green',zorder=10, label='tonight', **fill_kwargs) + plt.hist(new['psf'],color='green',zorder=10, **step_kwargs) + plt.hist(old['psf'],color='0.5', label='previously', **fill_kwargs) + plt.hist(old['psf'],color='0.5', **step_kwargs) + plt.axvline(1.20,ls='--',lw=2,color='gray') + plt.legend() + plt.xlabel('FWHM (arcsec)') + plt.ylabel('Normalized Number of Exposures') + +def plot_teff(new,old,nbins=35): + kwargs = dict(normed=True) + step_kwargs = dict(kwargs,histtype='step',lw=3.5) + fill_kwargs = dict(kwargs,histtype='stepfilled',lw=1.0,alpha=0.7) + step_kwargs['bins'] = np.linspace(0,1.5,nbins) + fill_kwargs['bins'] = np.linspace(0,1.5,nbins) + + plt.hist(new['teff'],color='green',zorder=10,label='tonight', **fill_kwargs) + plt.hist(new['teff'],color='green',zorder=10, **step_kwargs) + plt.hist(old['teff'],color='0.5',label='previously', **fill_kwargs) + plt.hist(old['teff'],color='0.5', **step_kwargs) + plt.axvline(0.25,ls='--',lw=2,color='gray') + plt.legend() + plt.xlabel('Teff') + plt.ylabel('Normalized Number of Exposures') + def plot_nightsum(fields,nitestr,date): """ Plot the bliss night summary. @@ -918,9 +951,47 @@ def plot_nightsum(fields,nitestr,date): None """ from obztak.utils.database import Database + plt.ioff() + + + # Select the fields from the database + db = Database() + db.connect() + query = """ + select id, qc_fwhm as psf, qc_teff as teff, filter from exposure + where delivered = True and propid = '%s' + and flavor = 'object' + and qc_teff is not NULL + and qc_fwhm is not NULL + and to_timestamp(utc_beg) %s + """ + #new = db.query2recarray(query%(fields.PROPID,'>',datestr(date))) + d = datestr(date) + q = query%(fields.PROPID,"between (timestamp '%s') AND (timestamp '%s' + interval '12 hours')"%(d,d)) + logging.debug(q) + new = db.query2recarray(q) + try: + q = query%(fields.PROPID,"< (timestamp '%s')"%d) + logging.debug(q) + old = db.query2recarray(q) + except ValueError as e: + print(e) + old = np.recarray(0,dtype=new.dtype) + + for b in ['u','g','r','i','z','Y']: + f = new[new['filter'] == b] + print ' %s-band:'%b, len(f) + + if not len(new): + logging.warn("No new exposures...") + return + + ########################## plot_coverage(fields,nitestr) + ########################## + fig,axes = plt.subplots(1,2,figsize=(12,5)) for i,d in enumerate(['2017/02/08 07:00:00','2017/02/08 19:00:00']): plt.sca(axes[i]) @@ -935,66 +1006,39 @@ def plot_nightsum(fields,nitestr,date): plt.suptitle('Coverage (%s)'%nitestr,fontsize=16) plt.savefig('nightsum_summary_%s.png'%nitestr) - new = (np.array(map(utc2nite,fields['DATE'])) == nitestr) - new_fields = fields[new] - old_fields = fields[~new] - - # Select the fields from the database - db = Database() - db.connect() - query = """ - select id, qc_fwhm as psf, qc_teff as teff, filter from exposure - where delivered = True and propid = '%s' - and flavor = 'object' - and qc_teff is not NULL - and qc_fwhm is not NULL - and to_timestamp(utc_beg) %s '%s' - """ - - new = db.query2recarray(query%(fields.PROPID,'>',datestr(date))) - try: - old = db.query2recarray(query%(fields.PROPID,'<',date)) - except ValueError as e: - print(e) - old = np.recarray(0,dtype=new.dtype) + new_sel = (np.array(map(utc2nite,fields['DATE'])) == nitestr) + new_fields = fields[new_sel] + old_fields = fields[~new_sel] - nbins = 35 - kwargs = dict(normed=True) - step_kwargs = dict(kwargs,histtype='step',lw=3.5) - fill_kwargs = dict(kwargs,histtype='stepfilled',lw=1.0,alpha=0.7) - step_kwargs['bins'] = np.linspace(0.5,2.5,nbins) - fill_kwargs['bins'] = np.linspace(0.5,2.5,nbins) + ########################## - plt.figure() - plt.hist(new['psf'],color='green',zorder=10, label='Observed tonight', **fill_kwargs) - plt.hist(new['psf'],color='green',zorder=10, **step_kwargs) - plt.hist(old['psf'],color='0.5', label='Observed previously', **fill_kwargs) - plt.hist(old['psf'],color='0.5', **step_kwargs) - plt.axvline(1.20,ls='--',lw=2,color='gray') - plt.legend() + fig,axes = plt.subplots(1,2,figsize=(12,5)) + plt.sca(axes[0]) + plt.plot(np.nan,np.nan,'-w',label='all') + plot_psf(new,old) plt.title('Seeing (%s)'%nitestr) - plt.xlabel('FWHM (arcsec)') - plt.ylabel('Normalized Number of Exposures') + plt.sca(axes[1]) + plt.plot(np.nan,np.nan,'-w',label='all') + plot_teff(new,old) + plt.title('Effective Depth (%s)'%nitestr) + plt.savefig('nightsum_psf_teff_%s.png'%nitestr,bbox_inches='tight') + + fig,axes = plt.subplots(2,2,figsize=(14,10)) + axes = axes.flatten() + for i,b in enumerate(['g','r','i','z']): + plt.sca(axes[i]) + plt.plot(np.nan,np.nan,'-w',label='%s-band'%b) + plot_psf(new[new['filter'] == b],old[old['filter'] == b]) plt.savefig('nightsum_psf_%s.png'%nitestr,bbox_inches='tight') - plt.figure() - step_kwargs['bins'] = np.linspace(0,1.5,nbins) - fill_kwargs['bins'] = np.linspace(0,1.5,nbins) - plt.hist(new['teff'],color='green',zorder=10,label='Observed tonight', **fill_kwargs) - plt.hist(new['teff'],color='green',zorder=10, **step_kwargs) - plt.hist(old['teff'],color='0.5',label='Observed previously', **fill_kwargs) - plt.hist(old['teff'],color='0.5', **step_kwargs) - plt.axvline(0.25,ls='--',lw=2,color='gray') - plt.legend() - plt.title('Effective Depth (%s)'%nitestr) - plt.xlabel('Teff') - plt.ylabel('Normalized Number of Exposures') + fig,axes = plt.subplots(2,2,figsize=(14,10)) + axes = axes.flatten() + for i,b in enumerate(['g','r','i','z']): + plt.sca(axes[i]) + plt.plot(np.nan,np.nan,'-w',label='%s-band'%b) + plot_teff(new[new['filter'] == b],old[old['filter'] == b]) plt.savefig('nightsum_teff_%s.png'%nitestr,bbox_inches='tight') - for b in ['u','g','r','i','z','Y']: - f = new[new['filter'] == b] - print ' %s-band:'%b, len(f) - ############################################################ if __name__ == '__main__': From 97f32d0ba30de80d378ba16807bc1d4c13a27b83 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sat, 4 May 2019 23:26:44 -0500 Subject: [PATCH 054/104] Added VR --- obztak/seeing.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/obztak/seeing.py b/obztak/seeing.py index c411f4c..ef218e7 100644 --- a/obztak/seeing.py +++ b/obztak/seeing.py @@ -27,6 +27,7 @@ ( 'z' , 1.036 ), # z (920nm) -> i (780nm) ( 'Y' , 1.0523 ), # Y (990nm) -> i (780nm) ('dimm', 1/1.0916 ), # dimm (500 nm)->i (780nm) + ('VR' , 0.9551 ), # VR (620 nm)->i (780nm) ]) WAVE_DF = pd.DataFrame({'filter':WAVE.keys(),'trans':WAVE.values()}) DECAMINST = 0.5 # DECam instrumental contribution to the PSF [arcsec] @@ -87,7 +88,6 @@ def __init__(self, date=None, db='fnal', filename=None): self.df = self.read_file(filename) self.db = 'db-'+db - def set_date(self, date): if date is None: #NOOP (consistent with Tactician) @@ -225,7 +225,8 @@ def get_data(self, date=None, timedelta='30m'): query =""" select date, qc_fwhm as fwhm, airmass, filter from exposure where date > '%s' and date < '%s' - and filter != 'VR' and qc_fwhm is not NULL + --and filter != 'VR' and qc_fwhm is not NULL + and qc_fwhm is not NULL """%(tmin, tmax) logging.debug(query) raw = db.query2rec(query) From f4b24720346de57e22f680719938c60067aaee5a Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sat, 4 May 2019 23:27:09 -0500 Subject: [PATCH 055/104] seeing --- obztak/scheduler.py | 18 ++++++++++++------ 1 file changed, 12 insertions(+), 6 deletions(-) diff --git a/obztak/scheduler.py b/obztak/scheduler.py index 05af78d..43cc346 100644 --- a/obztak/scheduler.py +++ b/obztak/scheduler.py @@ -51,14 +51,19 @@ def __init__(self,target_fields=None,windows=None,completed_fields=None): self.create_seeing() - def create_seeing(self,**kwargs): + def create_seeing(self,filename=None,mode='qc'): import obztak.seeing - dirname ='/Users/kadrlica/delve/observing/data/' - basename = 'delve_sim_01.csv.gz' - filename = os.path.join(dirname,basename) - filename = None - self.seeing = obztak.seeing.DimmSeeing(filename=filename) + #dirname ='/Users/kadrlica/delve/observing/data/' + #basename = 'delve_sim_01.csv.gz' + #filename = os.path.join(dirname,basename) + if mode == 'dimm': + self.seeing = obztak.seeing.DimmSeeing(filename=filename) + elif mode == 'qc': + self.seeing = obztak.seeing.QcSeeing(filename=filename) + else: + self.seeing = obztak.seeing.QcSeeing(filename=filename) + return self.seeing def load_target_fields(self, target_fields=None): if target_fields is None: @@ -189,6 +194,7 @@ def select_field(self, date, mode=None): self.tactician.set_date(date) self.tactician.set_target_fields(self.target_fields[sel]) self.tactician.set_completed_fields(self.completed_fields) + self.tactician.fwhm = self.fwhm field_select = self.tactician.select_fields() From d21e86eded4b5ec6839974eb076e26c39c92fe80 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sat, 4 May 2019 23:27:36 -0500 Subject: [PATCH 056/104] seeing --- obztak/delve.py | 120 +++++++++++++++++++++++++----------------------- 1 file changed, 63 insertions(+), 57 deletions(-) diff --git a/obztak/delve.py b/obztak/delve.py index 3a3a6fb..f23bea4 100644 --- a/obztak/delve.py +++ b/obztak/delve.py @@ -565,13 +565,19 @@ def weight(self): if self.mode is None: # First priority is deep weights = self.weight_deep() - if np.isfinite(weights).sum(): return weights + if self.fwhm < 0.9 and np.isfinite(weights).sum(): + logging.info("DEEP") + return weights # Then mc weights = self.weight_mc() - if np.isfinite(weights).sum(): return weights + if self.fwhm < 1.0 and np.isfinite(weights).sum(): + logging.info("MC") + return weights # Then wide weights = self.weight_wide() - if np.isfinite(weights).sum(): return weights + if np.isfinite(weights).sum(): + logging.info("WIDE") + return weights elif self.mode == 'deep': return self.weight_deep() elif self.mode == 'mc': @@ -583,60 +589,6 @@ def weight(self): raise ValueError("No viable fields") - def weight_wide(self): - """ Calculate the field weight for the WIDE survey. """ - airmass = self.airmass - moon_angle = self.moon_angle - - sel = self.viable_fields - sel &= (self.fields['PROGRAM'] == 'delve-wide') - weight = np.zeros(len(sel)) - - - # Sky brightness selection - sel &= self.skybright_select() - - # Airmass cut - airmass_min, airmass_max = self.CONDITIONS['wide'] - sel &= ((airmass > airmass_min) & (airmass < airmass_max)) - - # Higher weight for fields close to the moon (when up) - # angle = 50 -> weight = 6.4 - # Moon angle constraints (viable fields sets moon_angle > 20.) - if (self.moon.alt > -0.04) and (self.moon.phase >= 10): - moon_limit = self.moon.phase/2. - sel &= (moon_angle > moon_limit) - - #weight += 100 * (35./moon_angle)**3 - #weight += 10 * (35./moon_angle)**3 - weight += 1 * (35./moon_angle)**3 - - # Higher weight for rising fields (higher hour angle) - # HA [min,max] = [-53,54] (for airmass 1.4) - #weight += 5.0 * self.hour_angle - weight += 1.0 * self.hour_angle - #weight += 0.1 * self.hour_angle - - # Higher weight for larger slews - # slew = 10 deg -> weight = 1e2 - weight += self.slew**2 - #weight += self.slew - #weight += 1e3 * self.slew - - # Higher weight for higher airmass - # airmass = 1.4 -> weight = 6.4 - #weight += 100. * (airmass - 1.)**3 - weight += 1e3 * (airmass - 1.)**2 - - - ## Try hard to do high priority fields - weight += 1e3 * (self.fields['PRIORITY'] - 1) - - # Set infinite weight to all disallowed fields - weight[~sel] = np.inf - - return weight - def weight_deep(self): """ Calculate the field weight for the WIDE survey. """ airmass = self.airmass @@ -706,6 +658,60 @@ def weight_mc(self): return weight + def weight_wide(self): + """ Calculate the field weight for the WIDE survey. """ + airmass = self.airmass + moon_angle = self.moon_angle + + sel = self.viable_fields + sel &= (self.fields['PROGRAM'] == 'delve-wide') + weight = np.zeros(len(sel)) + + # Sky brightness selection + sel &= self.skybright_select() + + # Airmass cut + airmass_min, airmass_max = self.CONDITIONS['wide'] + sel &= ((airmass > airmass_min) & (airmass < airmass_max)) + + # Higher weight for fields close to the moon (when up) + # angle = 50 -> weight = 6.4 + # Moon angle constraints (viable fields sets moon_angle > 20.) + if (self.moon.alt > -0.04) and (self.moon.phase >= 10): + moon_limit = self.moon.phase/2. + sel &= (moon_angle > moon_limit) + + #weight += 100 * (35./moon_angle)**3 + #weight += 10 * (35./moon_angle)**3 + weight += 1 * (35./moon_angle)**3 + + # Higher weight for rising fields (higher hour angle) + # HA [min,max] = [-53,54] (for airmass 1.4) + #weight += 5.0 * self.hour_angle + weight += 1.0 * self.hour_angle + #weight += 0.1 * self.hour_angle + + # Higher weight for larger slews + # slew = 10 deg -> weight = 1e2 + weight += self.slew**2 + #weight += self.slew + #weight += 1e3 * self.slew + + # Higher weight for higher airmass + # airmass = 1.4 -> weight = 6.4 + #weight += 100. * (airmass - 1.)**3 + weight += 1e3 * (airmass - 1.)**2 + + + ## Try hard to do high priority fields + weight += 1e3 * (self.fields['PRIORITY'] - 1) + + # Set infinite weight to all disallowed fields + weight[~sel] = np.inf + + return weight + + def select_index(self): weight = self.weight index = np.array([np.argmin(weight)],dtype=int) From 9bc0c7bae75505d6114e3e7654b25ef8456d233c Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 12 May 2019 07:47:44 -0500 Subject: [PATCH 057/104] seeing fwhm --- obztak/delve.py | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/obztak/delve.py b/obztak/delve.py index f23bea4..378cd8d 100644 --- a/obztak/delve.py +++ b/obztak/delve.py @@ -563,14 +563,20 @@ def skybright_select(self): def weight(self): if self.mode is None: + fwhm_deep = np.inf + fwhm_mc = np.inf + + #fwhm_deep = 0.9 #arcsec + #fwhm_mc = 1.1 #arcsec + # First priority is deep weights = self.weight_deep() - if self.fwhm < 0.9 and np.isfinite(weights).sum(): + if self.fwhm < fwhm_deep and np.isfinite(weights).sum(): logging.info("DEEP") return weights # Then mc weights = self.weight_mc() - if self.fwhm < 1.0 and np.isfinite(weights).sum(): + if self.fwhm < fwhm_mc and np.isfinite(weights).sum(): logging.info("MC") return weights # Then wide From 64b8f754f8258d9ddaba3ba0011b53860ed51e64 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Mon, 13 May 2019 17:59:55 -0500 Subject: [PATCH 058/104] delve --- obztak/delve.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/obztak/delve.py b/obztak/delve.py index 378cd8d..fe67e69 100644 --- a/obztak/delve.py +++ b/obztak/delve.py @@ -684,7 +684,8 @@ def weight_wide(self): # angle = 50 -> weight = 6.4 # Moon angle constraints (viable fields sets moon_angle > 20.) if (self.moon.alt > -0.04) and (self.moon.phase >= 10): - moon_limit = self.moon.phase/2. + #moon_limit = np.min(20 + self.moon.phase/2., 40) + moon_limit = 30 sel &= (moon_angle > moon_limit) #weight += 100 * (35./moon_angle)**3 From 15cd2272309a503bd7aaeecd66c3da4330a8f3cf Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Mon, 13 May 2019 19:12:18 -0400 Subject: [PATCH 059/104] auto --- bin/auto-obztak | 11 ++++++--- obztak/auto.py | 64 +++++++++++++++++++++++++++++++++---------------- 2 files changed, 51 insertions(+), 24 deletions(-) diff --git a/bin/auto-obztak b/bin/auto-obztak index e8f6dec..735cae0 100755 --- a/bin/auto-obztak +++ b/bin/auto-obztak @@ -11,14 +11,19 @@ from obztak.utils.parser import Parser def main(): parser = Parser() parser.add_argument("config", help="the configuration file") - parser.add_argument('-k','--chunk', default=15., type=float, + parser.add_argument('-k','--chunk', default=5., type=float, help = 'time chunk (minutes)') - parser.add_argument("-q","--min-queue",default=10, type=int, + parser.add_argument("-q","--min-queue-len",default=15, type=int, help="minimum queue length") + parser.add_argument("-t","--min-queue-time",default=30, type=int, + help="minimum queue time (minutes)") args = parser.parse_args() auto = AutoObz(args.config) - auto.min_queue_len = args.min_queue + auto.chunk = args.chunk + if args.min_queue_len: auto.min_queue_len = args.min_queue_len + if args.min_queue_time: auto.min_queue_time = args.min_queue_time + auto() if __name__ == "__main__": diff --git a/obztak/auto.py b/obztak/auto.py index dcc71ad..b855a0c 100644 --- a/obztak/auto.py +++ b/obztak/auto.py @@ -13,6 +13,9 @@ import subprocess from ConfigParser import ConfigParser import json +import tempfile + +from obztak.field import SISPI_DICT class AutoObz(object): """ Automated obztak scheduler """ @@ -21,6 +24,7 @@ def __init__(self, config_fname): self.configure(config_fname) def configure(self, config_fname): + """Configure the auto object""" config = ConfigParser() config.read(config_fname) @@ -32,8 +36,13 @@ def configure(self, config_fname): self.in_progress_fname = config.get('paths', 'inprogress') self.fifo_fname = config.get('paths', 'fifo') - def make_script(self): + self.chunk = 10 + self.min_queue_len = 30 + self.min_queue_time = 70 + + def make_script(self): + """Create the observing script""" with open(self.queue_fname, 'r') as fp: sispi_queue = json.load(fp) @@ -42,40 +51,53 @@ def make_script(self): with open(self.in_progress_fname, 'r') as fp: in_progress = json.load(fp) + for exp in in_progress: + if exp is None: continue + for k,v in SISPI_DICT.items(): + exp.setdefault(k,v) + exp['date'] = datetime.utcnow().strftime('%Y/%m/%d %H:%M:%S') + + tmp = tempfile.NamedTemporaryFile(suffix='.json') + json.dump(in_progress, tmp) + tmp.flush() + + # Generic time for in-progress exposure + delay = (90 + 30)*len(in_progress) + # Sum the exposure times for the current queue + delay += sum([q['expTime']+30 for q in sispi_queue]) + logging.debug("Total queue time: %g seconds"%delay) + # If we don't want to add anything, return an empty list - if len(sispi_queue) >= self.min_queue_len: - logging.info("Queue is already %d exposures long, not adding anything" - % len(sispi_queue)) + if len(sispi_queue) >= self.min_queue_len or delay/60. >= self.min_queue_time: + logging.info("Queue contains %d exposures and a runtime of %d minutes; waiting..." + % (len(sispi_queue),delay//60)) # Add an empty script so AUTOOBS knows the scheduler "passed" with open(self.output_fname, 'w') as fp: json.dump([], fp, indent=4) os.chmod(self.output_fname, 0o666) return - # Generic time for in-progress exposure - delay = (90 + 30)*len(in_progress) - # Sum the exposure times for the current queue - delay += sum([q['expTime']+30 for q in sispi_queue]) - logging.info("Total queue time: %g seconds"%delay) - - start = datetime.now() + timedelta(seconds=delay) + logging.info(datetime.utcnow().strftime('%Y-%m-%dT%H:%M:%S')) + start = datetime.utcnow() + timedelta(seconds=delay) utc = start.strftime('%Y-%m-%dT%H:%M:%S') - params = dict(utc=utc,output=self.output_fname,complete=self.queue_fname, - previous=self.previous_queue_fname) - logging.info("Calling scheduler") + params = dict(utc=utc,output=self.output_fname,chunk=self.chunk, + current=self.queue_fname, + previous=self.previous_queue_fname, + progress=tmp.name) # Schedule the next chunk of exposures - cmd = "schedule_chunk -k 15 --utc %(utc)s -o %(output)s -c %(complete)s -c %(previous)s"%params + cmd = "schedule_chunk -k %(chunk)i --utc %(utc)s -o %(output)s"%params + cmd += " -c %(progress)s"%params # need to be first (hacked) + cmd += " -c %(previous)s -c %(current)s"%params + #cmd += " -m wide" # hardcoded for now logging.info(cmd) + # Generate the script + logging.info("Calling scheduler") subprocess.check_call(cmd, shell=True) - with open(self.output_fname, 'r') as fp: - output = json.load(fp) - logging.info("Sending %d exposure(s) to the SISPI/OCS queue." % len(output)) - os.chmod(self.output_fname, 0o666) - def __call__(self): + """Execute the loop to check the fifo""" logging.info("Scheduler starting") while True: # open block until something is sent to the fifo @@ -90,7 +112,7 @@ def __call__(self): continue try: - queue_time = datetime.strptime(time_string, '%Y-%m-%d %H:%M:%S') + queue_time = datetime.strptime(time_string,'%Y-%m-%d %H:%M:%S') except ValueError: logging.info("Invalid marker in FIFO: %s" % time_string) continue From 505b9ba125ea8f12f1003b31d9d8ce966fa4fc0a Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Mon, 13 May 2019 19:12:36 -0400 Subject: [PATCH 060/104] delve --- obztak/delve.py | 8 ++++---- obztak/field.py | 7 +++++-- 2 files changed, 9 insertions(+), 6 deletions(-) diff --git a/obztak/delve.py b/obztak/delve.py index 378cd8d..65455aa 100644 --- a/obztak/delve.py +++ b/obztak/delve.py @@ -563,11 +563,11 @@ def skybright_select(self): def weight(self): if self.mode is None: - fwhm_deep = np.inf - fwhm_mc = np.inf + #fwhm_deep = np.inf + #fwhm_mc = np.inf - #fwhm_deep = 0.9 #arcsec - #fwhm_mc = 1.1 #arcsec + fwhm_deep = 0.9 #arcsec + fwhm_mc = 1.1 #arcsec # First priority is deep weights = self.weight_deep() diff --git a/obztak/field.py b/obztak/field.py index 80244a6..8b56b3f 100644 --- a/obztak/field.py +++ b/obztak/field.py @@ -41,7 +41,7 @@ ("object", None), ("seqnum", None), # 1-indexed ("seqtot", 2), - ("seqid", None), + ("seqid", ""), ("expTime", 90), ("RA", None), ("dec", None), @@ -160,10 +160,12 @@ def from_object(self,string): def from_seqid(self, string): #date = string.lstrip(SEQID_PREFIX) + if SEP not in string: return date = string.split(SEP,1)[-1].strip() self['DATE'] = date def from_comment(self, string): + if SEP not in string: return integers = ['PRIORITY'] floats = ['AIRMASS','SLEW','MOONANGLE','HOURANGLE'] values = dict([x.strip().split('=') for x in string.split(SEP,1)[-1].split(',')]) @@ -215,9 +217,10 @@ def load_sispi(cls,sispi): else: f.from_seqid(s['seqid']) f.from_comment(s['comment']) fields = fields + f - except (AttributeError,KeyError) as e: + except (AttributeError,KeyError,ValueError) as e: # Read non-obztak exposures without dying logging.warn("Failed to load exposure\n%s"%s) + logging.info(str(e)) return fields @classmethod From 1a3209e24697184f2d4420612d3aed2b38686b4f Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Mon, 13 May 2019 19:12:48 -0400 Subject: [PATCH 061/104] seeing --- obztak/seeing.py | 25 ++++++++++++++----------- 1 file changed, 14 insertions(+), 11 deletions(-) diff --git a/obztak/seeing.py b/obztak/seeing.py index ef218e7..4236f18 100644 --- a/obztak/seeing.py +++ b/obztak/seeing.py @@ -98,7 +98,7 @@ def set_date(self, date): self.date = dateutil.parser.parse(date) - def get_fwhm(self, timedelta='10m', band='i', airmass=1.0, inst=DECAMINST): + def get_fwhm(self, timedelta='15m', band='i', airmass=1.0, inst=DECAMINST): """Calculate the predict PSF FWHM (arcsec). Parameters: @@ -127,16 +127,11 @@ def get_fwhm(self, timedelta='10m', band='i', airmass=1.0, inst=DECAMINST): if not len(self.data): # No data, use the mean and print a warning - logging.warn("No fwhm data available; using median fwhm") + logging.warn("No fwhm data available; using DECam median") xpred = xmu - elif not len(recent): - # Log of the i-band zenith fwhm from the previous exposure - xpred = np.log10(self.data[previous]['fwhm']) - elif not len(ancient): - # Median of the log of the observed atmospheric psf i-band zenith - xpred = np.log10(np.median(self.data[recent]['fwhm'])) - else: + elif np.any(recent) and np.any(ancient): # Weighted median of recent and ancient exposures + logging.debug("Seeing from recent and ancient exposures") # Log of the observed atmospheric psf i-band zenith x = np.log10([np.median(self.data[recent]['fwhm']), np.median(self.data[ancient]['fwhm'])]) @@ -145,11 +140,19 @@ def get_fwhm(self, timedelta='10m', band='i', airmass=1.0, inst=DECAMINST): # NB: These constants were derived for timedelta=5min # they may not hold for arbitrary time windows. xpred = xmu + 0.8 * (x[0] - xmu) + 0.14 * (x[1] - xmu) + elif np.any(recent): + # Median of the log of the observed atmospheric psf i-band zenith + logging.debug("Seeing from recent exposures") + xpred = np.log10(np.median(self.data[recent]['fwhm'])) + else: + # Log of the i-band zenith fwhm from the previous exposure + logging.debug("Seeing from previous exposure") + xpred = np.log10(np.median(self.data[previous]['fwhm'])) fwhm_pred = convert(10**xpred, band_1='i' , airmass_1=1.0 , inst_1=0.0, band_2=band, airmass_2=airmass, inst_2=inst) - + #import pdb; pdb.set_trace() return fwhm_pred @@ -226,7 +229,7 @@ def get_data(self, date=None, timedelta='30m'): select date, qc_fwhm as fwhm, airmass, filter from exposure where date > '%s' and date < '%s' --and filter != 'VR' and qc_fwhm is not NULL - and qc_fwhm is not NULL + and qc_fwhm is not NULL and qc_fwhm > 0 """%(tmin, tmax) logging.debug(query) raw = db.query2rec(query) From 417655e67b9266f14995c13b3be3da422648cc8d Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Tue, 28 May 2019 14:37:35 -0400 Subject: [PATCH 062/104] updates to auto --- bin/auto-obztak | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/bin/auto-obztak b/bin/auto-obztak index 735cae0..7e33a01 100755 --- a/bin/auto-obztak +++ b/bin/auto-obztak @@ -11,16 +11,19 @@ from obztak.utils.parser import Parser def main(): parser = Parser() parser.add_argument("config", help="the configuration file") - parser.add_argument('-k','--chunk', default=5., type=float, - help = 'time chunk (minutes)') - parser.add_argument("-q","--min-queue-len",default=15, type=int, - help="minimum queue length") + parser.add_argument('-k','--chunk', default=6., type=float, + help = 'duration of chunk to schedule (minutes)') + parser.add_argument("-q","--min-queue-len",default=25, type=int, + help="minimum number of exposures in queue") parser.add_argument("-t","--min-queue-time",default=30, type=int, help="minimum queue time (minutes)") + parser.add_argument('-m','--mode',default='wide', + help='mode for scheduler tactician.') args = parser.parse_args() auto = AutoObz(args.config) auto.chunk = args.chunk + if args.mode: auto.mode = args.mode if args.min_queue_len: auto.min_queue_len = args.min_queue_len if args.min_queue_time: auto.min_queue_time = args.min_queue_time From 28c0e714149839351a6b67a504356f223563cb2f Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Tue, 28 May 2019 14:37:54 -0400 Subject: [PATCH 063/104] add mode --- obztak/auto.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/obztak/auto.py b/obztak/auto.py index b855a0c..028ab02 100644 --- a/obztak/auto.py +++ b/obztak/auto.py @@ -37,6 +37,7 @@ def configure(self, config_fname): self.fifo_fname = config.get('paths', 'fifo') self.chunk = 10 + self.mode = None self.min_queue_len = 30 self.min_queue_time = 70 @@ -83,13 +84,14 @@ def make_script(self): params = dict(utc=utc,output=self.output_fname,chunk=self.chunk, current=self.queue_fname, previous=self.previous_queue_fname, - progress=tmp.name) + progress=tmp.name, mode=self.mode) # Schedule the next chunk of exposures cmd = "schedule_chunk -k %(chunk)i --utc %(utc)s -o %(output)s"%params cmd += " -c %(progress)s"%params # need to be first (hacked) cmd += " -c %(previous)s -c %(current)s"%params - #cmd += " -m wide" # hardcoded for now + if self.mode: cmd += " -m %(mode)"%params # hardcoded for now + logging.info(cmd) # Generate the script From 0b00b50211807e0bb8e2090622e98fe58830e07e Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Tue, 28 May 2019 14:38:33 -0400 Subject: [PATCH 064/104] tweak moon/airmass criteria --- obztak/delve.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/obztak/delve.py b/obztak/delve.py index a278604..14c0eaa 100644 --- a/obztak/delve.py +++ b/obztak/delve.py @@ -543,7 +543,7 @@ def skybright_select(self): # i-band if Sun altitude > -16 deg sel &= (np.char.count('i',self.fields['FILTER']) > 0) # Moon band constraints (alt = 0.175 rad = 10 deg) - elif (self.moon.phase >= 80) and (self.moon.alt > 0.175): + elif (self.moon.phase >= 70) and (self.moon.alt > 0.175): # Moon is very bright; only do i sel &= (np.char.count('i',self.fields['FILTER']) > 0) # Allow i,z but prefer z @@ -657,7 +657,7 @@ def weight_mc(self): # Higher weight for higher airmass # airmass = 1.4 -> weight = 6.4 - weight += 100. * (airmass - 1.)**3 + weight += 500. * (airmass - 1.)**3 # Set infinite weight to all disallowed fields weight[~sel] = np.inf @@ -685,7 +685,7 @@ def weight_wide(self): # Moon angle constraints (viable fields sets moon_angle > 20.) if (self.moon.alt > -0.04) and (self.moon.phase >= 10): #moon_limit = np.min(20 + self.moon.phase/2., 40) - moon_limit = 30 + moon_limit = 40 sel &= (moon_angle > moon_limit) #weight += 100 * (35./moon_angle)**3 From 71abc9ee7274395cf8597692a16aca947addfd15 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Tue, 28 May 2019 14:40:56 -0400 Subject: [PATCH 065/104] Deal with weird sispi exposure queues --- obztak/field.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/obztak/field.py b/obztak/field.py index 8b56b3f..254d9bd 100644 --- a/obztak/field.py +++ b/obztak/field.py @@ -206,7 +206,10 @@ def to_sispi(self): @classmethod def load_sispi(cls,sispi): fields = cls() + # SISPI has some weird possibilities... + if (sispi is None) or (not len(sispi)): return fields for i,s in enumerate(sispi): + if s is None: continue try: f = cls(1) for sispi_key,field_key in SISPI_MAP.items(): @@ -217,7 +220,7 @@ def load_sispi(cls,sispi): else: f.from_seqid(s['seqid']) f.from_comment(s['comment']) fields = fields + f - except (AttributeError,KeyError,ValueError) as e: + except (AttributeError,KeyError,ValueError,TypeError) as e: # Read non-obztak exposures without dying logging.warn("Failed to load exposure\n%s"%s) logging.info(str(e)) From 15ae1d4fdec4e47abf1c6c8314d25f225752e734 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 2 Jun 2019 20:51:39 -0400 Subject: [PATCH 066/104] typo --- obztak/auto.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/obztak/auto.py b/obztak/auto.py index 028ab02..889d4f6 100644 --- a/obztak/auto.py +++ b/obztak/auto.py @@ -90,7 +90,7 @@ def make_script(self): cmd = "schedule_chunk -k %(chunk)i --utc %(utc)s -o %(output)s"%params cmd += " -c %(progress)s"%params # need to be first (hacked) cmd += " -c %(previous)s -c %(current)s"%params - if self.mode: cmd += " -m %(mode)"%params # hardcoded for now + if self.mode: cmd += " -m %(mode)s"%params # hardcoded for now logging.info(cmd) From dee7cf4296cf6ab2ba90564b1f14e7882193b0f5 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 2 Jun 2019 20:52:00 -0400 Subject: [PATCH 067/104] bad exposures --- obztak/delve.py | 1 + 1 file changed, 1 insertion(+) diff --git a/obztak/delve.py b/obztak/delve.py index 14c0eaa..b4e9389 100644 --- a/obztak/delve.py +++ b/obztak/delve.py @@ -493,6 +493,7 @@ def query(cls, **kwargs): FROM exposure where propid = '%(propid)s' and exptime > 89 and discard = False and delivered = True and flavor = 'object' and object like '%(object_fmt)s%%' + -- and id NOT IN (860597, 860598, 860599, 860600, 860601, 860602) ORDER BY utc_beg %(limit)s """%kwargs return query From f0904bda8298f31d3a14120380c02dd96ccaba87 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 2 Jun 2019 20:52:33 -0400 Subject: [PATCH 068/104] ignore exposures with the wrong propid --- obztak/field.py | 15 ++++++++++++--- 1 file changed, 12 insertions(+), 3 deletions(-) diff --git a/obztak/field.py b/obztak/field.py index 254d9bd..62fc74e 100644 --- a/obztak/field.py +++ b/obztak/field.py @@ -206,10 +206,19 @@ def to_sispi(self): @classmethod def load_sispi(cls,sispi): fields = cls() - # SISPI has some weird possibilities... + # SISPI can do weird things... if (sispi is None) or (not len(sispi)): return fields for i,s in enumerate(sispi): - if s is None: continue + # Ignore null exposures + if s is None: + logging.warn("Null exposure; skipping...") + continue + # Ignore exposures with the wrong propid + propid = s.get('propid',None) + if propid != self.PROPID: + logging.warn("Found exposure with propid=%s; skipping..."%propid) + continue + # SISPI can still do weird things... try: f = cls(1) for sispi_key,field_key in SISPI_MAP.items(): @@ -220,8 +229,8 @@ def load_sispi(cls,sispi): else: f.from_seqid(s['seqid']) f.from_comment(s['comment']) fields = fields + f + #ADW: This is probably too inclusive... except (AttributeError,KeyError,ValueError,TypeError) as e: - # Read non-obztak exposures without dying logging.warn("Failed to load exposure\n%s"%s) logging.info(str(e)) return fields From 8e629422890b2be9184240716e8654acd5cdafeb Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sat, 22 Jun 2019 15:33:49 -0400 Subject: [PATCH 069/104] field factory --- bin/plot_json | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/bin/plot_json b/bin/plot_json index bdce644..686561f 100755 --- a/bin/plot_json +++ b/bin/plot_json @@ -41,9 +41,9 @@ if __name__ == "__main__": ext = os.path.splitext(args.outfile)[-1] if args.outfile else None idx = [] - fields = FieldArray() + fields = field_factory(survey) for filename in args.infiles: - fields = fields + FieldArray.read(filename) + fields = fields + field_factory(survey).read(filename) if args.chunk: idx.append(len(fields)-1) if np.any(fields['RA']) < 0: From fd58d07d6817d07cc9cca80e12cc6c425e24fae2 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sat, 22 Jun 2019 15:36:25 -0400 Subject: [PATCH 070/104] publish queue --- obztak/auto.py | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/obztak/auto.py b/obztak/auto.py index 889d4f6..b1c0a65 100644 --- a/obztak/auto.py +++ b/obztak/auto.py @@ -65,7 +65,7 @@ def make_script(self): # Generic time for in-progress exposure delay = (90 + 30)*len(in_progress) # Sum the exposure times for the current queue - delay += sum([q['expTime']+30 for q in sispi_queue]) + delay += sum([q.get('expTime',0)+30 for q in sispi_queue]) logging.debug("Total queue time: %g seconds"%delay) # If we don't want to add anything, return an empty list @@ -98,6 +98,12 @@ def make_script(self): logging.info("Calling scheduler") subprocess.check_call(cmd, shell=True) + def publish(self): + """Publish the current queue to the web""" + logging.info("Publishing current queue...") + cmd = 'ssh sispi@observer2 "python $PWD/publish.py $PWD/autoobs.conf"' + subprocess.call(cmd, shell=True) + def __call__(self): """Execute the loop to check the fifo""" logging.info("Scheduler starting") @@ -125,4 +131,8 @@ def __call__(self): (time_string, str(self.stale_time_delta))) continue + # Create the script new_sispi_script = self.make_script() + + # Publish the queue (even if no new script is created) + self.publish() From 83c3a288cefe585abb234dd599fbe78ed6626b42 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 23 Jun 2019 07:16:28 -0400 Subject: [PATCH 071/104] publish --- obztak/auto.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/obztak/auto.py b/obztak/auto.py index b1c0a65..8c9401c 100644 --- a/obztak/auto.py +++ b/obztak/auto.py @@ -35,6 +35,7 @@ def configure(self, config_fname): self.previous_queue_fname = config.get('paths', 'previous_queue') self.in_progress_fname = config.get('paths', 'inprogress') self.fifo_fname = config.get('paths', 'fifo') + self.publish_script = config.get('publish','script') self.chunk = 10 self.mode = None @@ -101,7 +102,8 @@ def make_script(self): def publish(self): """Publish the current queue to the web""" logging.info("Publishing current queue...") - cmd = 'ssh sispi@observer2 "python $PWD/publish.py $PWD/autoobs.conf"' + script = self.publish_script + cmd = 'ssh sispi@observer2 "%s $PWD/autoobs.conf"'%(script) subprocess.call(cmd, shell=True) def __call__(self): From eeda9de1cdc103cf94c50aa3f47be20bedddc756 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 23 Jun 2019 07:18:14 -0400 Subject: [PATCH 072/104] tac --- obztak/delve.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/obztak/delve.py b/obztak/delve.py index b4e9389..edaa6e0 100644 --- a/obztak/delve.py +++ b/obztak/delve.py @@ -503,7 +503,7 @@ class DelveScheduler(Scheduler): _defaults = odict(Scheduler._defaults.items() + [ ('tactician','coverage'), ('windows',fileio.get_datafile("delve-windows.csv.gz")), - ('targets',fileio.get_datafile("delve-target-fields-v8.csv.gz")), + ('targets',fileio.get_datafile("delve-target-fields-v9.csv.gz")), ]) FieldType = DelveFieldArray @@ -696,7 +696,7 @@ def weight_wide(self): # Higher weight for rising fields (higher hour angle) # HA [min,max] = [-53,54] (for airmass 1.4) #weight += 5.0 * self.hour_angle - weight += 1.0 * self.hour_angle + #weight += 1.0 * self.hour_angle #weight += 0.1 * self.hour_angle # Higher weight for larger slews From f93ed8a4a53220f5fdb92c4e63930d416d30b393 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Sun, 23 Jun 2019 07:18:41 -0400 Subject: [PATCH 073/104] check sispi scripts --- obztak/field.py | 44 ++++++++++++++++++++++++++++++++++---------- 1 file changed, 34 insertions(+), 10 deletions(-) diff --git a/obztak/field.py b/obztak/field.py index 62fc74e..1abedb9 100644 --- a/obztak/field.py +++ b/obztak/field.py @@ -204,20 +204,44 @@ def to_sispi(self): return sispi @classmethod - def load_sispi(cls,sispi): + def check_sispi(cls, sdict, check_propid=False): + """Check that a dictionary is a valid sispi file + + Parameters + ---------- + sdict : sispi exposure dictionary + check_propid : check that the propid matches this survey + + Returns + ------- + check : boolean of whether check passed + """ + # Ignore null exposures + if sdict is None: + logging.warn("Null exposure; skipping...") + return False + + # Ignore exposures with the wrong propid + propid = sdict.get('propid') + if check_propid and propid != cls.PROPID: + logging.warn("Found exposure with propid=%s; skipping..."%propid) + return False + + # Ignore exposures without RA,DEC columns + if (sdict.get('RA') is None) or (sdict.get('dec') is None): + logging.warn("RA,DEC not found; skipping...") + return False + + return True + + @classmethod + def load_sispi(cls,sispi,check_propid=False): fields = cls() # SISPI can do weird things... if (sispi is None) or (not len(sispi)): return fields for i,s in enumerate(sispi): - # Ignore null exposures - if s is None: - logging.warn("Null exposure; skipping...") - continue - # Ignore exposures with the wrong propid - propid = s.get('propid',None) - if propid != self.PROPID: - logging.warn("Found exposure with propid=%s; skipping..."%propid) - continue + # Check for some minimal exposure contents + if not cls.check_sispi(s,check_propid): continue # SISPI can still do weird things... try: f = cls(1) From c80909f58fbb9fc4ba46890d5804788a697b74fb Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 2 Aug 2019 18:00:31 -0500 Subject: [PATCH 074/104] updating for 2019B --- obztak/delve.py | 91 ++++++++++++++++++++++++++++++++++---- obztak/field.py | 4 +- obztak/scratch/coverage.py | 13 +++--- 3 files changed, 92 insertions(+), 16 deletions(-) diff --git a/obztak/delve.py b/obztak/delve.py index edaa6e0..4e04b62 100644 --- a/obztak/delve.py +++ b/obztak/delve.py @@ -31,11 +31,15 @@ TILINGS = [1,2,3,4] DONE = -1 +TEFF_MIN_WIDE = pd.DataFrame(dict(FILTER=['g','i'],TEFF=[0.4,0.5])) +TEFF_MIN_MC = pd.DataFrame(dict(FILTER=['g','r','i'],TEFF=[0.3,0.3,0.45])) + + class DelveSurvey(Survey): """ Survey sublcass for BLISS. """ # 2019A SCHEDULED (bliss-windows.csv is actually used) - nights = [ + nights_2019A = [ ['2019/02/07', 'second'], # phase=%, set= ['2019/02/08', 'second'], # phase=%, set= ['2019/02/09', 'second'], # phase=%, set= @@ -72,8 +76,51 @@ class DelveSurvey(Survey): ['2019/06/28', 'second'], # phase=%, set= ] + nights_2019B = [ + ['2019/08/07', 'first'], # phase=%, set= + ['2019/08/08', 'full'], # phase=%, set= + ['2019/08/09', 'full'], # phase=%, set= + ['2019/08/10', 'full'], # phase=%, set= + ['2019/08/20', 'first'], # phase=%, set= + ['2019/08/21', 'first'], # phase=%, set= + ['2019/08/30', 'first'], # phase=%, set= + ['2019/09/06', 'first'], # phase=%, set= + ['2019/09/07', 'first'], # phase=%, set= + ['2019/09/08', 'first'], # phase=%, set= + ['2019/09/09', 'first'], # phase=%, set= + ['2019/10/07', 'first'], # phase=%, set= + ['2019/10/08', 'first'], # phase=%, set= + ['2019/10/09', 'first'], # phase=%, set= + ['2019/11/04', 'second'], # phase=%, set= + ['2019/11/05', 'second'], # phase=%, set= + ['2019/11/06', 'second'], # phase=%, set= + ['2019/11/16', 'second'], # phase=%, set= + ['2019/11/17', 'second'], # phase=%, set= + ['2019/11/18', 'second'], # phase=%, set= + ['2019/12/01', 'second'], # phase=%, set= + ['2019/12/02', 'second'], # phase=%, set= + ['2019/12/03', 'second'], # phase=%, set= + ['2019/12/04', 'second'], # phase=%, set= + ['2019/12/05', 'second'], # phase=%, set= + ['2019/12/06', 'second'], # phase=%, set= + ['2019/12/07', 'second'], # phase=%, set= + ['2019/12/20', 'second'], # phase=%, set= + ['2019/12/21', 'full'], # phase=%, set= + ['2019/12/22', 'first'], # phase=%, set= + ['2019/12/23', 'full'], # phase=%, set= + ['2020/01/20', 'second'], # phase=%, set= + ['2020/01/21', 'second'], # phase=%, set= + ['2020/01/27', 'second'], # phase=%, set= + ['2020/01/28', 'second'], # phase=%, set= + ['2020/01/29', 'second'], # phase=%, set= + ['2020/01/30', 'second'], # phase=%, set= + ['2020/01/31', 'second'], # phase=%, set= + ] + extra_nights = [] + nights = nights_2019A + nights_2019B + extra_nights + def prepare_fields(self, infile=None, outfile=None, plot=True, **kwargs): """ Create the list of fields to be targeted by this survey. @@ -131,13 +178,37 @@ def prepare_fields(self, infile=None, outfile=None, plot=True, **kwargs): return fields + @classmethod + def update_covered_fields(cls, fields): + """ Update the priority of covered fields. """ + frac, depth = cls.covered(fields) + done = (fields['PRIORITY'] == DONE) + print("Found %i exposures already done."%done.sum()) + + wide = np.char.endswith(fields['PROGRAM'],'-wide') + teff_min_wide = pd.DataFrame(fields).merge(TEFF_MIN_WIDE,on='FILTER',how='left').to_records()['TEFF'] + covered_wide = depth > teff_min_wide*fields['TILING']*fields['EXPTIME'] + done_wide = wide & covered_wide + print('Found %i WIDE exposures newly done.'%(done_wide & ~done).sum()) + + mc = np.char.endswith(fields['PROGRAM'],'-mc') + teff_min_mc = pd.DataFrame(fields).merge(TEFF_MIN_MC,on='FILTER',how='left').to_records()['TEFF'] + covered_mc = depth > teff_min_mc*fields['TILING']*fields['EXPTIME'] + done_mc = mc & covered_mc + print('Found %i MC exposures newly done.'%(done_mc & ~done).sum()) + + fields['PRIORITY'][done_wide & ~done] = DONE + fields['PRIORITY'][done_mc & ~done] = DONE + + return fields + def create_wide_fields(self, data, plot=False): """ Create the wide field observations """ logging.info("Creating DEEP fields...") BANDS = ['g','i'] EXPTIME = [90,90] TILINGS = [4,4] - TEFF_MIN = pd.DataFrame(dict(FILTER=['g','i'],TEFF=[0.4,0.5])) + TEFF_MIN = TEFF_MIN_WIDE nhexes = len(np.unique(data['TILEID'])) nbands = len(BANDS) @@ -195,7 +266,7 @@ def create_mc_fields(self, data, plot=False): BANDS = ['g','r','i'] EXPTIME = [267,267,333] TILINGS = [4, 4, 4] - TEFF_MIN = pd.DataFrame(dict(FILTER=['g','r','i'],TEFF=[0.3,0.3,0.45])) + TEFF_MIN = TEFF_MIN_MC nhexes = len(np.unique(data['TILEID'])) nbands = len(BANDS) @@ -254,10 +325,10 @@ def create_deep_fields(self, data, plot=False): hexbase = 100000 # hex offset # target number and filename basenames = odict([ - (000, 'sextansB_fields.txt'), - (100, 'ic5152_fields.txt'), - (200, 'ngc300_fields.txt'), - (300, 'ngc55_fields.txt') + (000, 'sextansB_fields_v3.txt'), + (100, 'ic5152_fields_v3.txt'), + (200, 'ngc300_fields_v3.txt'), + (300, 'ngc55_fields_v3.txt') ]) fields = FieldArray() @@ -286,6 +357,10 @@ def create_deep_fields(self, data, plot=False): fields = fields + f + # Deep fields to be avoided + if num in [000,100,200]: + f['PROGRAM'] = DONE + nhexes = len(np.unique(fields['HEX'])) logging.info(" Number of hexes: %d"%nhexes) logging.info(" Filters: %s"%BANDS) @@ -502,7 +577,7 @@ def query(cls, **kwargs): class DelveScheduler(Scheduler): _defaults = odict(Scheduler._defaults.items() + [ ('tactician','coverage'), - ('windows',fileio.get_datafile("delve-windows.csv.gz")), + ('windows',fileio.get_datafile("delve-windows-v2.csv.gz")), ('targets',fileio.get_datafile("delve-target-fields-v9.csv.gz")), ]) diff --git a/obztak/field.py b/obztak/field.py index 1abedb9..395e85c 100644 --- a/obztak/field.py +++ b/obztak/field.py @@ -348,7 +348,7 @@ def load_database(cls,database=None): return fields @classmethod - def read(cls, filename): + def load(cls, filename): base,ext = os.path.splitext(filename) if ext in ('.json'): sispi = fileio.read_json(filename) @@ -362,6 +362,8 @@ def read(cls, filename): msg = "Unrecognized file extension: %s"%ext raise IOError(msg) + read = load + def write(self, filename, **kwargs): base,ext = os.path.splitext(filename) logging.debug('Writing %s...'%filename) diff --git a/obztak/scratch/coverage.py b/obztak/scratch/coverage.py index 028a08c..9ca0666 100644 --- a/obztak/scratch/coverage.py +++ b/obztak/scratch/coverage.py @@ -19,9 +19,12 @@ warnings.simplefilter('ignore', UserWarning) +date = datetime.datetime.now().strftime('%Y%m%d') +outfile = 'decam-exposures-%s.fits.gz'%date + import argparse parser = argparse.ArgumentParser(description=__doc__) -parser.add_argument('outfile',default='decam-exposures.fits.gz') +parser.add_argument('outfile',default=outfile) parser.add_argument('-m','--maps',action='store_true') parser.add_argument('-p','--plot',action='store_true') args = parser.parse_args() @@ -82,8 +85,8 @@ def ang2disc(nside, lon, lat, radius, inclusive=False, fact=4, nest=False): db = Database() db.connect() data = db.query2recarray(QUERY) -if os.path.exists(args.outfile): - os.remove(args.outfile) +if os.path.exists(args.outfile): os.remove(args.outfile) +print("Writing %s..."%args.outfile) fitsio.write(args.outfile,data) # Do we want to make maps? @@ -271,7 +274,3 @@ def ang2disc(nside, lon, lat, radius, inclusive=False, fact=4, nest=False): #plt.savefig(outfile,bbox_inches='tight') #plt.clf() -if __name__ == "__main__": - import argparse - parser = argparse.ArgumentParser(description=__doc__) - args = parser.parse_args() From 2e1bcb0623c875543c897370e62f0a4e240ec950 Mon Sep 17 00:00:00 2001 From: Alex Drlica-Wagner Date: Fri, 2 Aug 2019 19:02:37 -0400 Subject: [PATCH 075/104] Reminder --- bin/auto-obztak | 1 + 1 file changed, 1 insertion(+) diff --git a/bin/auto-obztak b/bin/auto-obztak index 7e33a01..70c9b0c 100755 --- a/bin/auto-obztak +++ b/bin/auto-obztak @@ -21,6 +21,7 @@ def main(): help='mode for scheduler tactician.') args = parser.parse_args() + print("REMINDER: Press 'Enable Auto' on the SISPI Exposure Control tab") auto = AutoObz(args.config) 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