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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 LSST License Statement and 

20# the GNU General Public License along with this program. If not, 

21# see <http://www.lsstcorp.org/LegalNotices/>. 

22# 

23"""The LsstCam Mapper.""" # necessary to suppress D100 flake8 warning. 

24 

25import os 

26import lsst.log 

27import lsst.geom 

28import lsst.utils as utils 

29import lsst.afw.image as afwImage 

30from lsst.obs.base import CameraMapper, MakeRawVisitInfoViaObsInfo 

31import lsst.obs.base.yamlCamera as yamlCamera 

32import lsst.daf.persistence as dafPersist 

33from .translators import LsstCamTranslator 

34from ._fitsHeader import readRawFitsHeader 

35from ._instrument import LsstCam 

36 

37from .filters import LSSTCAM_FILTER_DEFINITIONS 

38from .assembly import attachRawWcsFromBoresight, fixAmpsAndAssemble 

39 

40__all__ = ["LsstCamMapper", "LsstCamMakeRawVisitInfo"] 

41 

42 

43class LsstCamMakeRawVisitInfo(MakeRawVisitInfoViaObsInfo): 

44 """Make a VisitInfo from the FITS header of a raw image.""" 

45 

46 

47class LsstCamRawVisitInfo(LsstCamMakeRawVisitInfo): 

48 metadataTranslator = LsstCamTranslator 

49 

50 

51def assemble_raw(dataId, componentInfo, cls): 

52 """Called by the butler to construct the composite type "raw". 

53 

54 Note that we still need to define "_raw" and copy various fields over. 

55 

56 Parameters 

57 ---------- 

58 dataId : `lsst.daf.persistence.dataId.DataId` 

59 The data ID. 

60 componentInfo : `dict` 

61 dict containing the components, as defined by the composite definition 

62 in the mapper policy. 

63 cls : 'object' 

64 Unused. 

65 

66 Returns 

67 ------- 

68 exposure : `lsst.afw.image.Exposure` 

69 The assembled exposure. 

70 """ 

71 

72 ampExps = componentInfo['raw_amp'].obj 

73 exposure = fixAmpsAndAssemble(ampExps, str(dataId)) 

74 md = componentInfo['raw_hdu'].obj 

75 exposure.setMetadata(md) 

76 

77 if not attachRawWcsFromBoresight(exposure): 

78 logger = lsst.log.Log.getLogger("LsstCamMapper") 

79 logger.warn("Unable to set WCS for %s from header as RA/Dec/Angle are unavailable", dataId) 

80 

81 return exposure 

82 

83 

84class LsstCamBaseMapper(CameraMapper): 

85 """The Base Mapper for all LSST-style instruments. 

86 """ 

87 

88 packageName = 'obs_lsst' 

89 _cameraName = "lsstCam" 

90 yamlFileList = ("lsstCamMapper.yaml",) # list of yaml files to load, keeping the first occurrence 

91 # 

92 # do not set MakeRawVisitInfoClass or translatorClass to anything other 

93 # than None! 

94 # 

95 # assemble_raw relies on autodetect as in butler Gen2 it doesn't know 

96 # its mapper and cannot use mapper.makeRawVisitInfo() 

97 # 

98 MakeRawVisitInfoClass = None 

99 translatorClass = None 

100 filterDefinitions = LSSTCAM_FILTER_DEFINITIONS 

101 

102 def __init__(self, inputPolicy=None, **kwargs): 

103 # 

104 # Merge the list of .yaml files 

105 # 

106 policy = None 

107 for yamlFile in self.yamlFileList: 

108 policyFile = dafPersist.Policy.defaultPolicyFile(self.packageName, yamlFile, "policy") 

109 npolicy = dafPersist.Policy(policyFile) 

110 

111 if policy is None: 

112 policy = npolicy 

113 else: 

114 policy.merge(npolicy) 

115 # 

116 # Look for the calibrations root "root/CALIB" if not supplied 

117 # 

118 if kwargs.get('root', None) and not kwargs.get('calibRoot', None): 

119 calibSearch = [os.path.join(kwargs['root'], 'CALIB')] 

120 if "repositoryCfg" in kwargs: 

121 calibSearch += [os.path.join(cfg.root, 'CALIB') for cfg in kwargs["repositoryCfg"].parents if 

122 hasattr(cfg, "root")] 

123 calibSearch += [cfg.root for cfg in kwargs["repositoryCfg"].parents if hasattr(cfg, "root")] 

124 for calibRoot in calibSearch: 

125 if os.path.exists(os.path.join(calibRoot, "calibRegistry.sqlite3")): 

126 kwargs['calibRoot'] = calibRoot 

127 break 

128 if not kwargs.get('calibRoot', None): 

129 lsst.log.Log.getLogger("LsstCamMapper").warn("Unable to find valid calib root directory") 

130 

131 super().__init__(policy, os.path.dirname(policyFile), **kwargs) 

132 # 

133 # The composite objects don't seem to set these 

134 # 

135 for d in (self.mappings, self.exposures): 

136 d['raw'] = d['_raw'] 

137 

138 self.filterDefinitions.reset() 

139 self.filterDefinitions.defineFilters() 

140 

141 LsstCamMapper._nbit_tract = 16 

142 LsstCamMapper._nbit_patch = 5 

143 LsstCamMapper._nbit_filter = 7 

144 

145 LsstCamMapper._nbit_id = 64 - (LsstCamMapper._nbit_tract + 2*LsstCamMapper._nbit_patch 

146 + LsstCamMapper._nbit_filter) 

147 

148 if len(afwImage.Filter.getNames()) >= 2**LsstCamMapper._nbit_filter: 

149 raise RuntimeError("You have more filters defined than fit into the %d bits allocated" % 

150 LsstCamMapper._nbit_filter) 

151 

152 @classmethod 

153 def getCameraName(cls): 

154 return cls._cameraName 

155 

156 @classmethod 

157 def _makeCamera(cls, policy=None, repositoryDir=None, cameraYamlFile=None): 

158 """Make a camera describing the camera geometry. 

159 

160 policy : ignored 

161 repositoryDir : ignored 

162 cameraYamlFile : `str` 

163 The full path to a yaml file to be passed to `yamlCamera.makeCamera` 

164 

165 Returns 

166 ------- 

167 camera : `lsst.afw.cameraGeom.Camera` 

168 Camera geometry. 

169 """ 

170 if not cameraYamlFile: 

171 cameraYamlFile = os.path.join(utils.getPackageDir(cls.packageName), "policy", 

172 ("%s.yaml" % cls.getCameraName())) 

173 

174 return yamlCamera.makeCamera(cameraYamlFile) 

175 

176 def _getRegistryValue(self, dataId, k): 

177 """Return a value from a dataId, or look it up in the registry if it 

178 isn't present.""" 

179 if k in dataId: 

180 return dataId[k] 

181 else: 

182 dataType = "bias" if "taiObs" in dataId else "raw" 

183 

184 try: 

185 return self.queryMetadata(dataType, [k], dataId)[0][0] 

186 except IndexError: 

187 raise RuntimeError("Unable to lookup %s in \"%s\" registry for dataId %s" % 

188 (k, dataType, dataId)) 

189 

190 def _extractDetectorName(self, dataId): 

191 if "channel" in dataId: # they specified a channel 

192 dataId = dataId.copy() 

193 del dataId["channel"] # Do not include in query 

194 raftName = self._getRegistryValue(dataId, "raftName") 

195 detectorName = self._getRegistryValue(dataId, "detectorName") 

196 

197 return "%s_%s" % (raftName, detectorName) 

198 

199 def _computeCcdExposureId(self, dataId): 

200 """Compute the 64-bit (long) identifier for a CCD exposure. 

201 

202 Parameters 

203 ---------- 

204 dataId : `dict` 

205 Data identifier including dayObs and seqNum. 

206 

207 Returns 

208 ------- 

209 id : `int` 

210 Integer identifier for a CCD exposure. 

211 """ 

212 try: 

213 visit = self._getRegistryValue(dataId, "visit") 

214 except Exception: 

215 raise KeyError(f"Require a visit ID to calculate detector exposure ID. Got: {dataId}") 

216 

217 if "detector" in dataId: 

218 detector = dataId["detector"] 

219 else: 

220 detector = self.translatorClass.compute_detector_num_from_name(dataId['raftName'], 

221 dataId['detectorName']) 

222 

223 return self.translatorClass.compute_detector_exposure_id(visit, detector) 

224 

225 def bypass_ccdExposureId(self, datasetType, pythonType, location, dataId): 

226 return self._computeCcdExposureId(dataId) 

227 

228 def bypass_ccdExposureId_bits(self, datasetType, pythonType, location, dataId): 

229 """How many bits are required for the maximum exposure ID""" 

230 # 52 for "C" controller and 51 for "O" 

231 return 52 # max detector_exposure_id ~ 3050121299999250 

232 

233 def _computeCoaddExposureId(self, dataId, singleFilter): 

234 """Compute the 64-bit (long) identifier for a coadd. 

235 

236 Parameters 

237 ---------- 

238 dataId : `dict` 

239 Data identifier with tract and patch. 

240 singleFilter : `bool` 

241 True means the desired ID is for a single-filter coadd, in which 

242 case ``dataId`` must contain filter. 

243 """ 

244 

245 tract = int(dataId['tract']) 

246 if tract < 0 or tract >= 2**LsstCamMapper._nbit_tract: 

247 raise RuntimeError('tract not in range [0,%d)' % (2**LsstCamMapper._nbit_tract)) 

248 patchX, patchY = [int(patch) for patch in dataId['patch'].split(',')] 

249 for p in (patchX, patchY): 

250 if p < 0 or p >= 2**LsstCamMapper._nbit_patch: 

251 raise RuntimeError('patch component not in range [0, %d)' % 2**LsstCamMapper._nbit_patch) 

252 oid = (((tract << LsstCamMapper._nbit_patch) + patchX) << LsstCamMapper._nbit_patch) + patchY 

253 if singleFilter: 

254 return (oid << LsstCamMapper._nbit_filter) + afwImage.Filter(dataId['filter']).getId() 

255 return oid 

256 

257 def bypass_deepCoaddId_bits(self, *args, **kwargs): 

258 """The number of bits used up for patch ID bits.""" 

259 return 64 - LsstCamMapper._nbit_id 

260 

261 def bypass_deepCoaddId(self, datasetType, pythonType, location, dataId): 

262 return self._computeCoaddExposureId(dataId, True) 

263 

264 def bypass_dcrCoaddId_bits(self, datasetType, pythonType, location, dataId): 

265 return self.bypass_deepCoaddId_bits(datasetType, pythonType, location, dataId) 

266 

267 def bypass_dcrCoaddId(self, datasetType, pythonType, location, dataId): 

268 return self.bypass_deepCoaddId(datasetType, pythonType, location, dataId) 

269 

270 def bypass_deepMergedCoaddId_bits(self, *args, **kwargs): 

271 """The number of bits used up for patch ID bits.""" 

272 return 64 - LsstCamMapper._nbit_id 

273 

274 def bypass_deepMergedCoaddId(self, datasetType, pythonType, location, dataId): 

275 return self._computeCoaddExposureId(dataId, False) 

276 

277 def bypass_dcrMergedCoaddId_bits(self, *args, **kwargs): 

278 """The number of bits used up for patch ID bits.""" 

279 return self.bypass_deepMergedCoaddId_bits(*args, **kwargs) 

280 

281 def bypass_dcrMergedCoaddId(self, datasetType, pythonType, location, dataId): 

282 return self.bypass_deepMergedCoaddId(datasetType, pythonType, location, dataId) 

283 

284 def query_raw_amp(self, format, dataId): 

285 """Return a list of tuples of values of the fields specified in 

286 format, in order. 

287 

288 Parameters 

289 ---------- 

290 format : `list` 

291 The desired set of keys. 

292 dataId : `dict` 

293 A possible-incomplete ``dataId``. 

294 

295 Returns 

296 ------- 

297 fields : `list` of `tuple` 

298 Values of the fields specified in ``format``. 

299 

300 Raises 

301 ------ 

302 ValueError 

303 The channel number requested in ``dataId`` is out of range. 

304 """ 

305 # set number of possible channels, 1..nChannel 

306 # The wave front chips are special, 4k x 2k with only 8 amps 

307 

308 if "detectorName" in dataId: 

309 detectorName = dataId.get("detectorName") 

310 elif "detector" in dataId: 

311 detector = dataId.get("detector") 

312 if detector in self.camera: 

313 name = self.camera[detector].getName() 

314 detectorName = name.split('_')[1] 

315 else: 

316 raise RuntimeError('Unable to find detector %s in camera' % detector) 

317 else: 

318 logger = lsst.log.Log.getLogger("LsstCamMapper") 

319 logger.debug('Unable to lookup either "detectorName" or "detector" in the dataId') 

320 detectorName = "unknown" 

321 

322 if detectorName in ["SW0", "SW1"]: 

323 nChannel = 8 

324 else: 

325 nChannel = 16 

326 

327 if "channel" in dataId: # they specified a channel 

328 dataId = dataId.copy() 

329 channel = dataId.pop('channel') # Do not include in query below 

330 if channel > nChannel or channel < 1: 

331 raise ValueError(f"Requested channel is out of range 0 < {channel} <= {nChannel}") 

332 channels = [channel] 

333 else: 

334 channels = range(1, nChannel + 1) # we want all possible channels 

335 

336 if "channel" in format: # they asked for a channel, but we mustn't query for it 

337 format = list(format) 

338 channelIndex = format.index('channel') # where channel values should go 

339 format.pop(channelIndex) 

340 else: 

341 channelIndex = None 

342 

343 dids = [] # returned list of dataIds 

344 for value in self.query_raw(format, dataId): 

345 if channelIndex is None: 

346 dids.append(value) 

347 else: 

348 for c in channels: 

349 did = list(value) 

350 did.insert(channelIndex, c) 

351 dids.append(tuple(did)) 

352 

353 return dids 

354 # 

355 # The composite type "raw" doesn't provide e.g. query_raw, so we defined 

356 # type _raw in the .paf file with the same template, and forward requests 

357 # as necessary 

358 # 

359 

360 def query_raw(self, *args, **kwargs): 

361 """Magic method that is called automatically if it exists. 

362 

363 This code redirects the call to the right place, necessary because of 

364 leading underscore on ``_raw``. 

365 """ 

366 return self.query__raw(*args, **kwargs) 

367 

368 def map_raw_md(self, *args, **kwargs): 

369 """Magic method that is called automatically if it exists. 

370 

371 This code redirects the call to the right place, necessary because of 

372 leading underscore on ``_raw``. 

373 """ 

374 return self.map__raw_md(*args, **kwargs) 

375 

376 def map_raw_filename(self, *args, **kwargs): 

377 """Magic method that is called automatically if it exists. 

378 

379 This code redirects the call to the right place, necessary because of 

380 leading underscore on ``_raw``. 

381 """ 

382 return self.map__raw_filename(*args, **kwargs) 

383 

384 def bypass_raw_filename(self, *args, **kwargs): 

385 """Magic method that is called automatically if it exists. 

386 

387 This code redirects the call to the right place, necessary because of 

388 leading underscore on ``_raw``. 

389 """ 

390 return self.bypass__raw_filename(*args, **kwargs) 

391 

392 def map_raw_visitInfo(self, *args, **kwargs): 

393 """Magic method that is called automatically if it exists. 

394 

395 This code redirects the call to the right place, necessary because of 

396 leading underscore on ``_raw``. 

397 """ 

398 return self.map__raw_visitInfo(*args, **kwargs) 

399 

400 def bypass_raw_md(self, datasetType, pythonType, location, dataId): 

401 fileName = location.getLocationsWithRoot()[0] 

402 md = readRawFitsHeader(fileName, translator_class=self.translatorClass) 

403 return md 

404 

405 def bypass_raw_hdu(self, datasetType, pythonType, location, dataId): 

406 # We need to override raw_hdu so that we can trap a request 

407 # for the primary HDU and merge it with the default content. 

408 fileName = location.getLocationsWithRoot()[0] 

409 md = readRawFitsHeader(fileName, translator_class=self.translatorClass) 

410 return md 

411 

412 def bypass_raw_visitInfo(self, datasetType, pythonType, location, dataId): 

413 fileName = location.getLocationsWithRoot()[0] 

414 md = readRawFitsHeader(fileName, translator_class=self.translatorClass) 

415 makeVisitInfo = self.MakeRawVisitInfoClass(log=self.log) 

416 return makeVisitInfo(md) 

417 

418 def std_raw_amp(self, item, dataId): 

419 return self._standardizeExposure(self.exposures['raw_amp'], item, dataId, 

420 trimmed=False, setVisitInfo=False, 

421 filter=False) # Don't set the filter for an amp 

422 

423 def std_raw(self, item, dataId, filter=True): 

424 """Standardize a raw dataset by converting it to an 

425 `~lsst.afw.image.Exposure` instead of an `~lsst.afw.image.Image`.""" 

426 

427 return self._standardizeExposure(self.exposures['raw'], item, dataId, trimmed=False, 

428 setVisitInfo=False, # it's already set, and the metadata's stripped 

429 filter=filter) 

430 

431 

432class LsstCamMapper(LsstCamBaseMapper): 

433 """The mapper for lsstCam.""" 

434 translatorClass = LsstCamTranslator 

435 MakeRawVisitInfoClass = LsstCamRawVisitInfo 

436 _cameraName = "lsstCam" 

437 _gen3instrument = LsstCam