MAF APIΒΆ
- Batches
allMetadata()altazHealpix()altazLambert()astrometryBatch()characterization_inner_batch()characterization_outer_batch()ddfBatch()eastWestBias()extended_metrics()extended_summary()fOBatch()filter_list()filtersPerNight()filtersWholeSurvey()firstYearMetadata()fraction_population_at_threshold()glanceBatch()hourglassPlots()interNight()intraNight()meanRADec()metadataBasics()metadataBasicsAngle()metadataMaps()microlensing_summary()nvisitsM5Maps()nvisitsPerNight()nvisitsPerSubset()openshutterFractions()plot_completeness()plot_single()radar_limited()rapidRevisitBatch()read_and_combine()run_completeness_summary()run_fraction_summary()science_radar_batch()seasons()slewBasics()ss_population_defaults()standard_angle_metrics()standard_metrics()standard_summary()summary_completeness_at_time()summary_completeness_over_h()tEffMetrics()timeGaps()
- Databases (db)
DisplayRowMetricRowPlotRowResultsDbResultsDb.build_summary_name()ResultsDb.close()ResultsDb.downgrade_database()ResultsDb.get_all_metric_ids()ResultsDb.get_metric_data_files()ResultsDb.get_metric_display_info()ResultsDb.get_metric_id()ResultsDb.get_metric_id_like()ResultsDb.get_metric_info()ResultsDb.get_plot_files()ResultsDb.get_run_name()ResultsDb.get_summary_stats()ResultsDb.open()ResultsDb.update_database()ResultsDb.update_display()ResultsDb.update_metric()ResultsDb.update_plot()ResultsDb.update_summary_stat()
SummaryStatRowTrackingDbadd_run_to_database()
- Maps
- Maf Contrib
DepthLimitedNumGalMetricFilterPairTGapsMetricGRBTransientMetricGW170817DetMetricGalaxyCountsMetricGalaxyCountsMetricExtendedKNePopMetricKnLcLVDwarfsMetricMicrolensingMetricNYoungStarsMetricOrderedDictPeriodicMetricPeriodicStarMetricPeriodicStarModulationMetricPrestoColorKNePopMetricStarCountMassMetricStarCountMetricStaticProbesFoMEmulatorMetricTdeLcTdePopMetricTdePopMetricQualityTripletBandMetricTripletMetricVarDepthXRBPopMetricXrbLccalculate_lsst_field_visibility()calculate_lsst_field_visibility_fast()coefficients_fsfb()coefficients_pspl()fisher_matrix()galaxy_counts_with_pixel_calibration()generate_kn_pop_slicer()generate_known_lv_dwarf_slicer()generate_microlensing_slicer()generate_presto_pop_slicer()generate_tde_pop_slicer()generate_xrb_pop_slicer()get_kne_filename()info_peak_before_t0()make__fake_old_galaxy_lf()make_dwarf_lf_dicts()microlensing_amplification()microlensing_amplification_fsfb()
- Metrics
AbsMaxMetricAbsMaxPercentMetricAbsMeanMetricAbsMedianMetricAccumulateCountMetricAccumulateM5MetricAccumulateMetricAccumulateUniformityMetricActivityOverPeriodMetricActivityOverTimeMetricAgnTimeLagMetricAngularSpreadMetricAreaSummaryMetricAreaThresholdMetricBDParallaxMetricBaseMetricBaseMoMetricBinaryMetricBruteOSFMetricCampaignLengthMetricCheckColorSlopeChipVendorMetricCoaddm5MetricColRegistryColorAsteroidMetricColorSlope2NightMetricColorSlopeMetricCountBeyondThresholdCountExplimMetricCountMetricCountRatioMetricCountSubsetMetricCountUniqueMetricCrowdingM5MetricCrowdingMagUncertMetricCumulativeMetricDcrPrecisionMetricDiscoveryDistanceMetricDiscoveryEclonlatMetricDiscoveryMetricDiscoveryNChancesMetricDiscoveryNObsMetricDiscoveryRadecMetricDiscoveryTimeMetricDiscoveryVelocityMetricExgalM5ExgalM5WithCutsFOAreaFONvFftMetricFootprintFractionMetricFracAboveMetricFracBelowMetricFullRangeAngleMetricFullRangeMetricGalPlaneFootprintMetricGalPlaneSeasonGapsTimescaleMetricGalPlaneTimePerFilterMetricGalPlaneVisitIntervalsTimescaleMetricGapsMetricGeneralUniformityMetricHighVelocityMetricHighVelocityNightsMetricHistogramM5MetricHistogramMetricHourglassMetricIdentityMetricInstantaneousColorMetricInterNightGapsMetricIntraNightGapsMetricKnownObjectsMetricKuiperMetricLightcurveColorOuterMetricLightcurveInversionAsteroidMetricMagicDiscoveryMetricMaxGapMetricMaxMetricMaxPercentMetricMaxStateChangesWithinMetricMeanAngleMetricMeanCampaignFrequencyMetricMeanMetricMeanValueAtHMetricMedianMetricMetricRegistryMinMetricMinTimeBetweenStatesMetricMoCompletenessAtTimeMetricMoCompletenessMetricNChangesMetricNNightsMetricNObsMetricNObsNoSinglesMetricNRevisitsMetricNStateChangesFasterThanMetricNVisitsPerNightMetricNgalScaleMetricNightPointingMetricNightTimespanMetricNightgapsMetricNlcPointsMetricNormalizeMetricNoutliersNsigmaMetricNstarsMetricObsArcMetricOpenShutterFractionMetricOptimalM5MetricPairFractionMetricPairMetricParallaxCoverageMetricParallaxDcrDegenMetricParallaxMetricPassMetricPeakVMagMetricPercentileMetricPeriodicDetectMetricPeriodicQualityMetricPhaseGapMetricProperMotionMetricQSONumberCountsMetricRIZDetectionCoaddExposureTimeRadiusObsMetricRapidRevisitMetricRapidRevisitUniformityMetricRealMeanMetricRelRmsMetricRmsAngleMetricRmsMetricRobustRmsMetricSFUncertMetricSNCadenceMetricSNNSNMetricSNNSNMetric.calc_daymax()SNNSNMetric.check_dur_z()SNNSNMetric.coadd()SNNSNMetric.duration_z()SNNSNMetric.efficiencies()SNNSNMetric.gen_lc()SNNSNMetric.get_epochs()SNNSNMetric.get_nsn()SNNSNMetric.get_season_info()SNNSNMetric.get_sum()SNNSNMetric.getseason()SNNSNMetric.metric()SNNSNMetric.nsn()SNNSNMetric.nsn_expected_z()SNNSNMetric.nsn_from_rate()SNNSNMetric.run()SNNSNMetric.season_info()SNNSNMetric.season_length()SNNSNMetric.sigma_s_nparams()SNNSNMetric.sn_effi()SNNSNMetric.step_efficiencies()SNNSNMetric.step_lc()SNNSNMetric.step_nsn()SNNSNMetric.z_season()SNNSNMetric.zlim()SNNSNMetric.zlim_or_nsn()
SNSLMetricSNSNRMetricSeasonLengthMetricSkySaturationMetricSnrWeightedMetricStarDensityMetricStaticProbesFoMEmulatorMetricSimpleStringCountMetricSumMetricSurfaceBrightLimitMetricTdcMetricTemplateExistsMetricTemplateTimeTgapsMetricTgapsPercentMetricTotalNumberSSOTotalPowerMetricTransientMetricUniformityMetricUniqueRatioMetricUseMetricValueAtHMetricVisitGapMetricVisitGroupsMetricVolumeSumMetricWeakLensingNvisitsYearCoverageMetricZeropointMetricfind_season_edges()galplane_nvisits_thresholds()galplane_priority_map_thresholds()integrate_over_h()power_law_dndh()sum_over_h()
- MetricBundles
MetricBundleMetricBundle.compute_summary_stats()MetricBundle.load()MetricBundle.output_json()MetricBundle.plot()MetricBundle.read()MetricBundle.reduce_metric()MetricBundle.set_display_dict()MetricBundle.set_plot_dict()MetricBundle.set_plot_funcs()MetricBundle.set_run_name()MetricBundle.set_summary_metrics()MetricBundle.write()MetricBundle.write_db()
MetricBundleGroupMetricBundleGroup.get_data()MetricBundleGroup.plot_all()MetricBundleGroup.plot_current()MetricBundleGroup.read_all()MetricBundleGroup.reduce_all()MetricBundleGroup.reduce_current()MetricBundleGroup.run_all()MetricBundleGroup.run_current()MetricBundleGroup.set_current()MetricBundleGroup.summary_all()MetricBundleGroup.summary_current()MetricBundleGroup.write_all()MetricBundleGroup.write_current()
MoMetricBundleMoMetricBundleGroupcreate_empty_metric_bundle()create_empty_mo_metric_bundle()make_bundles_dict_from_list()make_completeness_bundle()
- Plots
BaseHistogramBasePlotterBaseSkyMapCategoricalHourglassPlotMixinFOPlotGeneralHourglassPlotHealpixHistogramHealpixPowerSpectrumHealpixSDSSSkyMapHealpixSkyMapHourglassPlotHpxmapPlotterIntegralIntegral.__and__()Integral.__float__()Integral.__index__()Integral.__int__()Integral.__invert__()Integral.__lshift__()Integral.__or__()Integral.__pow__()Integral.__rand__()Integral.__rlshift__()Integral.__ror__()Integral.__rrshift__()Integral.__rshift__()Integral.__rxor__()Integral.__xor__()Integral.denominatorIntegral.numerator
LambertSkyMapMetricVsHMetricVsOrbitMetricVsOrbitPointsMonthHourglassCategoricalPlotMonthHourglassPlotMonthHourglassUsePlotNeoDistancePlotterNightPointingPlotterOneDBinnedDataOneDSubsetDataPlotHandlerRangeHourglassCategoricalPlotSkyCoordSkyCoord.__dir__()SkyCoord.__eq__()SkyCoord.__getattr__()SkyCoord.__setitem__()SkyCoord.apply_space_motion()SkyCoord.contained_by()SkyCoord.directional_offset_by()SkyCoord.from_name()SkyCoord.from_pixel()SkyCoord.get_constellation()SkyCoord.guess_from_table()SkyCoord.insert()SkyCoord.is_equivalent_frame()SkyCoord.is_transformable_to()SkyCoord.match_to_catalog_3d()SkyCoord.match_to_catalog_sky()SkyCoord.position_angle()SkyCoord.radial_velocity_correction()SkyCoord.search_around_3d()SkyCoord.search_around_sky()SkyCoord.separation()SkyCoord.separation_3d()SkyCoord.shapeSkyCoord.skyoffset_frame()SkyCoord.spherical_offsets_by()SkyCoord.spherical_offsets_to()SkyCoord.to_pixel()SkyCoord.to_string()SkyCoord.to_table()SkyCoord.transform_to()
SkyprojPlotterSummaryHistogramTimeUseHourglassPlotMixinTwoDMapTwoDSubsetDataVisitPairsHistVisitPerimeterPlotterWeakKeyDictionaryXyPlotterYearHourglassCategoricalPlotYearHourglassPlotYearHourglassUsePlotcompute_circle_points()defaultdictset_color_lims()
- Run Comparison
bundle_dict_from_disk()combine_result_dbs()confusion_matrix_plot()create_metric_set_df()describe_families()detected_fisher_comparison()detected_npts_comparison()download_runs()fisher_npts_comparison()gather_summaries()get_family_descriptions()get_family_runs()get_metric_sets()get_metric_summaries()get_results()get_results_dbs()get_runs()microlensing_fom()normalize_for_radar()normalize_metric_summaries()parse_t_e_run_types()plot_compare()plot_fom()plot_run_metric()plot_run_metric_mesh()radar()write_metric_sets()
- Slicers
- Stackers
AppMagStackerBaseMoStackerBaseStackerCoaddStackerColInfoCometAppMagStackerDayObsISOStackerDayObsMJDStackerDayObsStackerDcrStackerEclStackerEclipticStackerFiveSigmaStackerGalacticStackerHourAngleStackerM5OptimalStackerMoMagStackerNEODistStackerNFollowStackerNormAirmassStackerObservationStartDatetime64StackerOverheadStackerParallacticAngleStackerParallaxFactorStackerSNRStackerSaturationStackerSdssRADecStackerStackerRegistryTeffStackerWFDlabelStackerZenithDistStackercompute_teff()find_telescopes()generate_sky_slopes()ra_dec2_alt_az()
- Utils