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1# This file is part of obs_lsst. 

2# 

3# Developed for the LSST Data Management System. 

4# This product includes software developed by the LSST Project 

5# (http://www.lsst.org). 

6# See the COPYRIGHT file at the top-level directory of this distribution 

7# for details of code ownership. 

8# 

9# This program is free software: you can redistribute it and/or modify 

10# it under the terms of the GNU General Public License as published by 

11# the Free Software Foundation, either version 3 of the License, or 

12# (at your option) any later version. 

13# 

14# This program is distributed in the hope that it will be useful, 

15# but WITHOUT ANY WARRANTY; without even the implied warranty of 

16# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 

17# GNU General Public License for more details. 

18# 

19# You should have received a copy of the GNU General Public License 

20# along with this program. If not, see <http://www.gnu.org/licenses/>. 

21 

22__all__ = () 

23 

24import re 

25from lsst.obs.base import FilterDefinition, FilterDefinitionCollection 

26from .translators.lsst import FILTER_DELIMITER 

27 

28 

29def addFilter(filter_dict, band, physical_filter, lambdaEff=0.0): 

30 """Define a filter in filter_dict, to be converted to a Filter later""" 

31 

32 if band not in filter_dict: 

33 filter_dict[band] = dict(physical_filter=physical_filter, 

34 lambdaEff=lambdaEff, alias=[]) 

35 else: 

36 assert filter_dict[band]["lambdaEff"] == lambdaEff 

37 

38 filter_dict[band]["alias"].append(physical_filter) 

39 

40 

41# The LSST Filters from L. Jones 05/14/2020 - "Edges" = 5% of peak throughput 

42# See https://github.com/rhiannonlynne/notebooks/blob/master/Filter%20Characteristics.ipynb # noqa: W505 

43# 

44# N.b. DM-26623 requests that these physical names be updated once 

45# the camera team has decided upon the final values (CAP-617) 

46 

47LsstCamFiltersBaseline = FilterDefinitionCollection( 

48 FilterDefinition(physical_filter="NONE", band="NONE", 

49 lambdaEff=0.0, 

50 alias={"no_filter", "OPEN"}), 

51 FilterDefinition(physical_filter="u", band="u", 

52 lambdaEff=368.48, lambdaMin=320.00, lambdaMax=408.60), 

53 FilterDefinition(physical_filter="g", band="g", 

54 lambdaEff=480.20, lambdaMin=386.40, lambdaMax=567.00), 

55 FilterDefinition(physical_filter="r", band="r", 

56 lambdaEff=623.12, lambdaMin=537.00, lambdaMax=706.00), 

57 FilterDefinition(physical_filter="i", band="i", 

58 lambdaEff=754.17, lambdaMin=676.00, lambdaMax=833.00), 

59 FilterDefinition(physical_filter="z", band="z", 

60 lambdaEff=869.05, lambdaMin=803.00, lambdaMax=938.60), 

61 FilterDefinition(physical_filter="y", band="y", 

62 lambdaEff=973.64, lambdaMin=908.40, lambdaMax=1099.00), 

63) 

64 

65# 

66# Define the filters present in the BOT. 

67# According to Tony Johnson the possible physical filters are 

68# ColorFWheel [SDSSu,SDSSg,SDSSr,SDSSi,SDSSz,SDSSY, 

69# 480nm,650nm,750nm,870nm,950nm,970nm] 

70# SpotProjFWheel [grid,spot,empty3,empty4,empty5,empty6] 

71# NeutralFWheel [ND_OD1.0,ND_OD0.5,ND_OD0.3,empty,ND_OD2.0,ND_OD0.7] 

72# where: 

73# ColorFWheel and SpotProjFWheel are mutually exclusive and 

74# both appear in FILTER, 

75# NeutralFWheel appears in FILTER2 

76# 

77# Experimentally we also see FILTER2 values of: 

78# ['ND_OD0.01', 'ND_OD0.05', 'ND_OD0.4', 'ND_OD3.0', 'ND_OD4.0'] 

79# 

80# The band names are not yet defined, so I'm going to invent them 

81 

82 

83BOTFilters_dict = {} 

84for physical_filter in [ 

85 "empty", 

86 "SDSSu", 

87 "SDSSg", 

88 "SDSSr", 

89 "SDSSi", 

90 "SDSSz", 

91 "SDSSY", 

92 "480nm", 

93 "650nm", 

94 "750nm", 

95 "870nm", 

96 "950nm", 

97 "970nm", 

98 "grid", 

99 "spot", 

100 "empty3", 

101 "empty4", 

102 "empty5", 

103 "empty6", 

104]: 

105 mat = re.search(r"^SDSS(.)$", physical_filter) 

106 if mat: 

107 band = mat.group(1).lower() 

108 

109 lsstCamFilter = [f for f in LsstCamFiltersBaseline if f.band == band][0] 

110 lambdaEff = lsstCamFilter.lambdaEff 

111 else: 

112 if re.search(r"^empty[3-6]$", physical_filter): 

113 band = "empty" 

114 else: 

115 band = physical_filter 

116 lambdaEff = 0.0 

117 

118 addFilter(BOTFilters_dict, band, physical_filter, lambdaEff=lambdaEff) 

119 

120 ndFilters = ["empty", "ND_OD0.1", "ND_OD0.3", "ND_OD0.5", "ND_OD0.7", "ND_OD1.0", "ND_OD2.0"] 

121 # We found these additional filters in BOT data files: 

122 ndFilters += ['ND_OD0.01', 'ND_OD0.05', 'ND_OD0.4', 'ND_OD3.0', 'ND_OD4.0'] 

123 

124 for nd in ndFilters: 

125 pf = f"{physical_filter}{FILTER_DELIMITER}{nd}" # fully qualified physical filter 

126 

127 # When one of the filters is empty we can just use the real filter 

128 # (e.g. "u" not "u~empty"); but we always need at least one "empty" 

129 # 

130 # Don't use . in band names, it's just asking for trouble 

131 # if they ever end up in filenames 

132 if nd == "empty": 

133 if band == "empty": 

134 af = "empty" 

135 else: 

136 af = f"{band}" 

137 elif band == "empty": 

138 pf = nd 

139 af = f"{nd.replace('.', '_')}" 

140 else: 

141 af = f"{band}{FILTER_DELIMITER}{nd.replace('.', '_')}" 

142 

143 addFilter(BOTFilters_dict, band=af, physical_filter=pf, lambdaEff=lambdaEff) 

144 

145BOTFilters = [ 

146 FilterDefinition(band="unknown", physical_filter="UNKNOWN", lambdaEff=0.0), 

147] 

148for band, filt in BOTFilters_dict.items(): 

149 BOTFilters.append(FilterDefinition(band=band, 

150 physical_filter=filt["physical_filter"], 

151 lambdaEff=filt["lambdaEff"], 

152 alias=filt["alias"])) 

153# 

154# The filters that we might see in the real LSSTCam (including in SLAC) 

155# 

156# Note that the filters we'll use on the sky, LsstCamFiltersBaseline, must 

157# come first as we're not allocating enough bits in _computeCoaddExposureId 

158# for all the BOT composite filters (i.e. "u~ND_OD1.0") 

159# 

160LSSTCAM_FILTER_DEFINITIONS = FilterDefinitionCollection( 

161 *LsstCamFiltersBaseline, 

162 *BOTFilters, 

163) 

164 

165# 

166# Filters in SLAC's Test Stand 3 

167# 

168TS3Filters = [ 

169 FilterDefinition(band="unknown", physical_filter="UNKNOWN", lambdaEff=0.0), 

170 FilterDefinition(physical_filter="275CutOn", lambdaEff=0.0), 

171 FilterDefinition(physical_filter="550CutOn", lambdaEff=0.0)] 

172 

173TS3_FILTER_DEFINITIONS = FilterDefinitionCollection( 

174 *LsstCamFiltersBaseline, 

175 *TS3Filters, 

176) 

177# 

178# Filters in SLAC's Test Stand 8 

179# 

180TS8Filters = [ 

181 FilterDefinition(band="unknown", physical_filter="UNKNOWN", lambdaEff=0.0), 

182 FilterDefinition(physical_filter="275CutOn", lambdaEff=0.0), 

183 FilterDefinition(physical_filter="550CutOn", lambdaEff=0.0)] 

184 

185TS8_FILTER_DEFINITIONS = FilterDefinitionCollection( 

186 *LsstCamFiltersBaseline, 

187 *TS8Filters, 

188) 

189 

190 

191# LATISS filters include a grating in the name so we need to construct 

192# filters for each combination of filter+grating. 

193_latiss_filters = ( 

194 FilterDefinition(physical_filter="NONE", 

195 lambdaEff=0.0, 

196 alias={"no_filter", "OPEN"}), 

197 FilterDefinition(physical_filter="blank_bk7_wg05", 

198 lambdaEff=0.0), 

199 FilterDefinition(physical_filter="KPNO_1111_436nm", 

200 band="g", 

201 lambdaEff=436.0, lambdaMin=386.0, lambdaMax=486.0), 

202 FilterDefinition(physical_filter="KPNO_373A_677nm", 

203 band="r", 

204 lambdaEff=677.0, lambdaMin=624.0, lambdaMax=730.0), 

205 FilterDefinition(physical_filter="KPNO_406_828nm", 

206 band="z", 

207 lambdaEff=828.0, lambdaMin=738.5, lambdaMax=917.5), 

208 FilterDefinition(physical_filter="diffuser", 

209 lambdaEff=0.0), 

210 FilterDefinition(physical_filter="EMPTY", 

211 lambdaEff=0.0), 

212 FilterDefinition(physical_filter="UNKNOWN", 

213 lambdaEff=0.0), 

214 FilterDefinition(physical_filter="BG40", 

215 # band="g", # afw only allows one g filter 

216 lambdaEff=472.0, lambdaMin=334.5, lambdaMax=609.5), 

217 FilterDefinition(physical_filter="quadnotch1", 

218 lambdaEff=0.0), 

219 FilterDefinition(physical_filter="RG610", 

220 lambdaEff=0.0), 

221) 

222 

223# Form a new set of filter definitions from all the explicit filters 

224_latiss_gratings = ("ronchi90lpmm", "ronchi170lpmm", "EMPTY", "NONE", "UNKNOWN") 

225 

226# Include the filters without the grating in case someone wants 

227# to retrieve a filter by an actual filter name 

228_latiss_filter_and_grating = [f for f in _latiss_filters] 

229 

230for filter in _latiss_filters: 

231 for grating in _latiss_gratings: 

232 # FilterDefinition is a frozen dataclass 

233 new_name = FILTER_DELIMITER.join([filter.physical_filter, grating]) 

234 

235 # Also need to update aliases 

236 new_aliases = {FILTER_DELIMITER.join([a, grating]) for a in filter.alias} 

237 

238 combo = FilterDefinition(physical_filter=new_name, 

239 lambdaEff=filter.lambdaEff, 

240 lambdaMin=filter.lambdaMin, 

241 lambdaMax=filter.lambdaMax, 

242 alias=new_aliases) 

243 _latiss_filter_and_grating.append(combo) 

244 

245 

246LATISS_FILTER_DEFINITIONS = FilterDefinitionCollection(*_latiss_filter_and_grating) 

247 

248 

249LSST_IMSIM_FILTER_DEFINITIONS = FilterDefinitionCollection( 

250 # These were computed using throughputs 1.4 and 

251 # lsst.sims.photUtils.BandpassSet. 

252 FilterDefinition(physical_filter="u_sim_1.4", 

253 band="u", 

254 lambdaEff=367.070, lambdaMin=308.0, lambdaMax=408.6), 

255 FilterDefinition(physical_filter="g_sim_1.4", 

256 band="g", 

257 lambdaEff=482.685, lambdaMin=386.5, lambdaMax=567.0), 

258 FilterDefinition(physical_filter="r_sim_1.4", 

259 band="r", 

260 lambdaEff=622.324, lambdaMin=537.0, lambdaMax=706.0), 

261 FilterDefinition(physical_filter="i_sim_1.4", 

262 band="i", 

263 lambdaEff=754.598, lambdaMin=676.0, lambdaMax=833.0), 

264 FilterDefinition(physical_filter="z_sim_1.4", 

265 band="z", 

266 lambdaEff=869.090, lambdaMin=803.0, lambdaMax=938.6), 

267 FilterDefinition(physical_filter="y_sim_1.4", 

268 band="y", 

269 lambdaEff=971.028, lambdaMin=908.4, lambdaMax=1096.3) 

270) 

271 

272# ########################################################################### 

273# 

274# ComCam 

275# 

276# See https://jira.lsstcorp.org/browse/DM-21706 

277 

278ComCamFilters_dict = {} 

279for band, sn in [("u", "SN-05"), 

280 ("u", "SN-02"), # not yet coated 

281 ("u", "SN-06"), # not yet coated 

282 ("g", "SN-07"), 

283 ("g", "SN-01"), 

284 ("r", "SN-03"), 

285 ("i", "SN-06"), 

286 ("z", "SN-03"), 

287 ("z", "SN-02"), 

288 ("y", "SN-04"), 

289 ]: 

290 physical_filter = f"{band}_{sn[3:]}" 

291 lsstCamFilter = [f for f in LsstCamFiltersBaseline if f.band == band][0] 

292 lambdaEff = lsstCamFilter.lambdaEff 

293 

294 addFilter(ComCamFilters_dict, band, physical_filter, lambdaEff=lambdaEff) 

295 

296 

297ComCamFilters = [ 

298 FilterDefinition(band="unknown", physical_filter="UNKNOWN", lambdaEff=0.0), 

299] 

300for band, filt in ComCamFilters_dict.items(): 

301 ComCamFilters.append(FilterDefinition(band=band, 

302 physical_filter=filt["physical_filter"], 

303 lambdaEff=filt["lambdaEff"], 

304 alias=filt["alias"])) 

305 

306COMCAM_FILTER_DEFINITIONS = FilterDefinitionCollection( 

307 *ComCamFilters, 

308)