Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z _ __add__() (analyzer.core.columns.Column method) (analyzer.core.event_collection.FileInfo method) (analyzer.core.event_collection.FileSet method) (analyzer.core.results.ResultBase method) (analyzer.core.run_builders.RunBuilder method) __attrs_post_init__() (analyzer.modules.common.histogram_builder.HistogramBuilder method) (analyzer.modules.common.histogram_builder.SimpleHistogram method) (analyzer.postprocessing.transforms.hist_transforms.ABCDTransformer method) __call__() (analyzer.coffea_patches.helper.container_converter method) (analyzer.coffea_patches.helper.numpy_call_wrapper method) (analyzer.core.analysis_modules.AnalyzerModule method) (analyzer.core.analysis_modules.EventSourceModule method) (analyzer.core.analysis_modules.PureResultModule method) (analyzer.core.run_builders.CompleteSysts method) (analyzer.core.run_builders.LimitSysts method) (analyzer.core.run_builders.LimitSystsBackground method) (analyzer.core.run_builders.MultiRunBuilder method) (analyzer.core.run_builders.NoSystematics method) (analyzer.core.run_builders.RunBuilder method) (analyzer.core.run_builders.SignalOnlySysts method) (analyzer.core.run_builders.UnscaledOnly method) (analyzer.core.run_builders.WeightsOnly method) (analyzer.core.running.Saver method) (analyzer.modules.singlestop.bnn_trig.BNNEnsemble method) (analyzer.postprocessing.transforms.data_transforms.AddData method) (analyzer.postprocessing.transforms.data_transforms.MakeHistogram method) (analyzer.postprocessing.transforms.data_transforms.MaskData method) (analyzer.postprocessing.transforms.hist_transforms.ABCDTransformer method) (analyzer.postprocessing.transforms.hist_transforms.FormatTitle method) (analyzer.postprocessing.transforms.hist_transforms.MergeAxes method) (analyzer.postprocessing.transforms.hist_transforms.MultiSliceAxes method) (analyzer.postprocessing.transforms.hist_transforms.NormalizeSystematicByProjection method) (analyzer.postprocessing.transforms.hist_transforms.OrBinaryAxes method) (analyzer.postprocessing.transforms.hist_transforms.RebinAxes method) (analyzer.postprocessing.transforms.hist_transforms.SelectAxesValues method) (analyzer.postprocessing.transforms.hist_transforms.SetStyle method) (analyzer.postprocessing.transforms.hist_transforms.SliceAxes method) (analyzer.postprocessing.transforms.hist_transforms.SplitAxes method) (analyzer.postprocessing.transforms.hist_transforms.StatMaker method) (analyzer.postprocessing.transforms.hist_transforms.SumHistograms method) __eq__() (analyzer.core.columns.Column method) __getattr__() (analyzer.coffea_patches.helper.nonserializable_attribute method) __getitem__() (analyzer.core.columns.Column method) (analyzer.core.columns.TrackedColumns method) (analyzer.core.datasets.Dataset method) (analyzer.core.datasets.DatasetRepo method) (analyzer.core.era.EraRepo 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(analyzer.core.results.SelectionFlow method) (analyzer.core.results.UnscaledHistogram method) (analyzer.core.results.UnscaledHistogram.Summary method) __isub__() (analyzer.core.event_collection.FileInfo method) (analyzer.core.event_collection.FileSet method) __iter__() (analyzer.core.columns.Column method) (analyzer.core.columns.ColumnCollection method) (analyzer.core.datasets.Dataset method) (analyzer.core.datasets.DatasetRepo method) (analyzer.core.results.ResultGroup method) __len__() (analyzer.core.columns.Column method) (analyzer.core.datasets.Dataset method) __radd__() (analyzer.core.columns.Column method) __repr__() (analyzer.core.columns.Column method) (analyzer.utils.querying.DeepPattern method) (analyzer.utils.querying.Pattern method) (analyzer.utils.querying.PatternAnd method) (analyzer.utils.querying.PatternNot method) (analyzer.utils.querying.PatternOr method) __rich_repr__() (analyzer.core.analyzer.Analyzer method) __setitem__() (analyzer.core.columns.TrackedColumns method) (analyzer.utils.structure_tools.SimpleCache method) __setstate__() (analyzer.coffea_patches.helper.nonserializable_attribute method) __str__() (analyzer.core.columns.Column method) (analyzer.core.linting.LintMessage method) __sub__() (analyzer.core.event_collection.FileInfo method) (analyzer.core.event_collection.FileSet method) A ABCDTransformer (class in analyzer.postprocessing.transforms.hist_transforms) adapt (analyzer.core.executors.dask_exec.LocalDaskExecutor attribute) (analyzer.core.executors.dask_exec.LPCCondorDask attribute) addAxesToHist() (in module analyzer.postprocessing.plots.utils) addBlock() (analyzer.core.adl.ADLEmitter method) addCategory() (in module analyzer.modules.common.categories) addChain() (in module analyzer.utils.structure_tools) addChannel() (analyzer.postprocessing.combine.DataCard method) addCMSBits() (in module analyzer.postprocessing.plots.annotations) addColumnsFrom() (analyzer.core.columns.TrackedColumns method) AddData (class in analyzer.postprocessing.transforms.data_transforms) addFromDirectory() (analyzer.core.datasets.DatasetRepo method) (analyzer.core.era.EraRepo method) addFromFile() (analyzer.core.datasets.DatasetRepo method) (analyzer.core.era.EraRepo method) addLegend() (in module analyzer.postprocessing.plots.utils) addMetadataRecursive() (analyzer.core.results.ResultBase method) addObservation() (analyzer.postprocessing.combine.DataCard method) addPipeline() (analyzer.core.analyzer.Analyzer method) addProcess() (analyzer.postprocessing.combine.DataCard method) addResult() (analyzer.core.results.ResultGroup method) addSelection() (in module analyzer.core.columns) addShape() (analyzer.postprocessing.combine.DataCard method) addSystematic() (analyzer.postprocessing.combine.DataCard method) adl_name (analyzer.core.columns.Column property) ADLBlock (class in analyzer.core.adl) ADLEmitter (class in analyzer.core.adl) adlExport() (analyzer.core.analysis_modules.BaseAnalyzerModule method) (analyzer.modules.common.bquarks.BQuarkMaker method) (analyzer.modules.common.column_tools.Concatenate method) (analyzer.modules.common.electrons.ElectronMaker method) (analyzer.modules.common.event_level_corrections.NoiseFilter method) (analyzer.modules.common.hlt_selection.SimpleHLT method) (analyzer.modules.common.jets.FilterNear method) (analyzer.modules.common.jets.HT method) (analyzer.modules.common.jets.JetFilter method) (analyzer.modules.common.muons.MuonMaker method) (analyzer.modules.common.selection.NObjFilter method) (analyzer.modules.singlestop.selections.VecDRSelection method) (analyzer.modules.singlestop.selections.VecPt method) ADLStatement (class in analyzer.core.adl) all_modules (analyzer.core.analyzer.Analyzer attribute) ALLOWED_COLS (in module analyzer.postprocessing.cutflows) allowedInputs() (analyzer.core.columns.TrackedColumns method) allowedOutputs() (analyzer.core.columns.TrackedColumns method) alpha (analyzer.postprocessing.style.Style attribute) Analysis (class in analyzer.core.analysis) ANALYSIS_LINTERS (in module analyzer.core.linting) analysis_var (analyzer.configuration.Config attribute) AnalysisConfigurationError AnalysisLinter (class in analyzer.core.linting) AnalysisRuntimeError analyzer module analyzer (analyzer.core.analysis.Analysis attribute) Analyzer (class in analyzer.core.analyzer) analyzer.__main__ module analyzer.cli module analyzer.cli.browser module analyzer.cli.cli module analyzer.cli.dataset_table module analyzer.cli.module_search module analyzer.cli.quicklook module analyzer.cli.result_status module analyzer.cli.sample_report module analyzer.coffea_patches module analyzer.coffea_patches.helper module analyzer.coffea_patches.torch_wrapper module analyzer.configuration module analyzer.core module analyzer.core.adl module analyzer.core.analysis module analyzer.core.analysis_modules module analyzer.core.analyzer module analyzer.core.caching module analyzer.core.columns module analyzer.core.datasets module analyzer.core.era module analyzer.core.event_collection module analyzer.core.exceptions module analyzer.core.executors module analyzer.core.executors.condor_tools module analyzer.core.executors.dask_exec module analyzer.core.executors.executor module analyzer.core.executors.finalizers module analyzer.core.executors.immediate_exec module analyzer.core.executors.premade_executors module analyzer.core.linting module analyzer.core.param_specs module analyzer.core.results module analyzer.core.run_builders module analyzer.core.running module analyzer.core.serialization module analyzer.logging module analyzer.modules module analyzer.modules.common module analyzer.modules.common.axis module analyzer.modules.common.bjet_sf module analyzer.modules.common.bquarks module analyzer.modules.common.categories module analyzer.modules.common.column_tools module analyzer.modules.common.electrons module analyzer.modules.common.event_level_corrections module analyzer.modules.common.gen_matching module analyzer.modules.common.histogram_builder module analyzer.modules.common.hlt_selection module analyzer.modules.common.jets module analyzer.modules.common.load_columns module analyzer.modules.common.metadata_predictates module analyzer.modules.common.muons module analyzer.modules.common.save_arrays module analyzer.modules.common.selection module analyzer.modules.common.skimming module analyzer.modules.dihiggs module analyzer.modules.singlestop module analyzer.modules.singlestop.bnn_trig module analyzer.modules.singlestop.nn_reco module analyzer.modules.singlestop.selections module analyzer.modules.stop_dijet module analyzer.modules.utils module analyzer.modules.utils.math_funcs module analyzer.postprocessing module analyzer.postprocessing.aggregate_plots module analyzer.postprocessing.basic_histograms module analyzer.postprocessing.combine module analyzer.postprocessing.corrections module analyzer.postprocessing.cutflows module analyzer.postprocessing.explain module analyzer.postprocessing.exporting module analyzer.postprocessing.grouping module analyzer.postprocessing.misc module analyzer.postprocessing.plots module analyzer.postprocessing.plots.annotations module analyzer.postprocessing.plots.common module analyzer.postprocessing.plots.plots_1d module analyzer.postprocessing.plots.plots_2d module analyzer.postprocessing.plots.utils module analyzer.postprocessing.processors module analyzer.postprocessing.running module analyzer.postprocessing.style module analyzer.postprocessing.tex module analyzer.postprocessing.tex.templating module analyzer.postprocessing.transforms module analyzer.postprocessing.transforms.data_transforms module analyzer.postprocessing.transforms.hist_transforms module analyzer.postprocessing.transforms.registry module analyzer.static module analyzer.utils module analyzer.utils.caching module analyzer.utils.config_loading module analyzer.utils.debugging module analyzer.utils.file_tools module analyzer.utils.load module analyzer.utils.pretty module analyzer.utils.progress module analyzer.utils.querying module analyzer.utils.structure_tools module analyzer.utils.summary_table module analyzer.utils.yamlload module analyzer_module (analyzer.core.analysis_modules.ModuleAddition attribute) AnalyzerModule (class in analyzer.core.analysis_modules) AnalyzerRuntimeError and_exprs (analyzer.utils.querying.PatternAnd attribute) angleToNPiToPi() (in module analyzer.modules.utils.math_funcs) ANY (analyzer.utils.querying.PatternMode attribute) Any() (analyzer.utils.querying.Pattern static method) apply() (analyzer.postprocessing.grouping.GroupBuilder method) applySliceChunks() (analyzer.core.event_collection.FileSet method) applyTransform() (in module analyzer.postprocessing.grouping) approxSize() (analyzer.core.results.BasicSummary method) (analyzer.core.results.Histogram method) (analyzer.core.results.Histogram.Summary method) (analyzer.core.results.RawArray method) (analyzer.core.results.RawEventCount method) (analyzer.core.results.RawSelectionFlow method) (analyzer.core.results.ResultBase method) (analyzer.core.results.ResultGroup method) (analyzer.core.results.ResultProvenance method) (analyzer.core.results.SavedColumns method) (analyzer.core.results.SavedFiles method) (analyzer.core.results.ScalableArray method) (analyzer.core.results.ScaledEventCount method) (analyzer.core.results.SelectionFlow method) (analyzer.core.results.UnscaledHistogram method) (analyzer.core.results.UnscaledHistogram.Summary method) array (analyzer.core.results.RawArray attribute) (analyzer.core.results.ScalableArray attribute) Array (in module analyzer.core.results) asMaximal() (analyzer.core.event_collection.FileSet method) axes (analyzer.cli.browser.HistogramViewer attribute) (analyzer.core.results.Histogram attribute) (analyzer.core.results.Histogram.Summary attribute) (analyzer.core.results.UnscaledHistogram attribute) (analyzer.core.results.UnscaledHistogram.Summary attribute) (analyzer.modules.common.histogram_builder.HistogramBuilder attribute) (analyzer.modules.common.histogram_builder.SimpleHistogram attribute) axis (analyzer.modules.common.categories.CategoryDesc attribute) Axis (class in analyzer.modules.common.axis) B backend (analyzer.core.columns.TrackedColumns attribute) base_data_path (analyzer.configuration.GeneralConfig attribute) base_path (analyzer.modules.singlestop.bnn_trig.TriggerBNN attribute) (analyzer.modules.singlestop.bnn_trig.TriggerBNNCorrection attribute) base_pipelines (analyzer.core.analyzer.Analyzer attribute) BaseAnalyzerModule (class in analyzer.core.analysis_modules) BasePattern (in module analyzer.utils.querying) BasePostprocessor (class in analyzer.postprocessing.processors) basicFinalizer() (in module analyzer.core.executors.finalizers) BasicSummary (class in analyzer.core.results) bins (analyzer.modules.common.axis.RegularAxis attribute) (analyzer.modules.common.categories.SimpleCategory attribute) (analyzer.modules.singlestop.nn_reco.NNMassPlots attribute) BJetShapeSF (class in analyzer.modules.common.bjet_sf) block_type (analyzer.core.adl.ADLBlock attribute) blocks (analyzer.core.adl.ADLEmitter attribute) BNNEnsemble (class in analyzer.modules.singlestop.bnn_trig) BQuarkMaker (class in analyzer.modules.common.bquarks) browse() (in module analyzer.cli.cli) buildCombos() (in module analyzer.core.run_builders) buildMetadata() (in module analyzer.core.adl) buildMissingFileset() (in module analyzer.core.event_collection) C cache (analyzer.configuration.Config attribute) (in module analyzer.core.caching) cache() (in module analyzer.cli.cli) cache_datasets_by_mtime (analyzer.configuration.DatasetConfig attribute) cache_eras_by_mtime (analyzer.configuration.DatasetConfig attribute) cache_subdir (analyzer.configuration.CacheConfig attribute) CacheConfig (class in analyzer.configuration) callTimeout() (in module analyzer.core.executors.dask_exec) callTimeoutCloud() (in module analyzer.core.executors.dask_exec) capstyle (analyzer.postprocessing.style.Style attribute) capture (analyzer.utils.querying.CaptureSet attribute) capture() (analyzer.utils.querying.DeepPattern method) (analyzer.utils.querying.Pattern method) (analyzer.utils.querying.PatternAnd method) (analyzer.utils.querying.PatternNot method) (analyzer.utils.querying.PatternOr method) CaptureGroupTrace (class in analyzer.postprocessing.grouping) CaptureSet (class in analyzer.utils.querying) cat_name (analyzer.modules.common.categories.SimpleCategory attribute) category (analyzer.core.linting.LintMessage attribute) CategoryDesc (class in analyzer.modules.common.categories) channel (analyzer.postprocessing.combine.CombineDatacard attribute) Channel (class in analyzer.postprocessing.combine) channels (analyzer.postprocessing.combine.DataCard attribute) check() (in module analyzer.cli.cli) checkCompatible() (analyzer.core.event_collection.FileInfo method) checkOk() (analyzer.core.results.ResultGroup method) checkResults() (in module analyzer.core.results) chunk (analyzer.core.executors.dask_exec.DaskRunException attribute) chunk_size (analyzer.core.executors.dask_exec.LocalDaskExecutor attribute) (analyzer.core.executors.dask_exec.LPCCondorDask attribute) (analyzer.core.executors.immediate_exec.ImmediateExecutor attribute) chunked() (analyzer.core.event_collection.FileInfo method) chunked_events (analyzer.core.event_collection.FileInfo property) (analyzer.core.event_collection.FileSet property) (analyzer.core.results.ResultProvenance property) chunkN() (in module analyzer.core.event_collection) chunks (analyzer.core.event_collection.FileInfo attribute) chunks() (in module analyzer.postprocessing.tex.templating) clear() (in module analyzer.cli.cli) clearCache() (analyzer.core.analysis_modules.BaseAnalyzerModule method) clearCaches() (analyzer.core.analyzer.Analyzer method) cli() (in module analyzer.cli.cli) client (analyzer.core.executors.dask_exec.LocalDaskExecutor attribute) (analyzer.core.executors.dask_exec.LPCCondorDask attribute) cluster (analyzer.core.executors.dask_exec.LocalDaskExecutor attribute) (analyzer.core.executors.dask_exec.LPCCondorDask attribute) cms_colors (in module analyzer.postprocessing.style) cms_colors_10 (in module analyzer.postprocessing.style) cms_colors_6 (in module analyzer.postprocessing.style) cms_text (analyzer.postprocessing.plots.common.PlotConfiguration attribute) cms_text_color (analyzer.postprocessing.plots.common.PlotConfiguration attribute) cms_text_pos (analyzer.postprocessing.plots.common.PlotConfiguration attribute) coerceFields() (in module analyzer.core.columns) coffea_dask (analyzer.core.columns.EventBackend attribute) coffea_imm (analyzer.core.columns.EventBackend attribute) coffea_virtual (analyzer.core.columns.EventBackend attribute) color (analyzer.postprocessing.style.Style attribute) cols (analyzer.postprocessing.cutflows.CutflowTable attribute) column (analyzer.modules.common.categories.CategoryDesc attribute) Column (class in analyzer.core.columns) column_axis_mapping (analyzer.postprocessing.transforms.data_transforms.MakeHistogram attribute) ColumnCollection (class in analyzer.core.columns) columns (analyzer.core.columns.ColumnCollection attribute) (analyzer.modules.common.histogram_builder.HistogramBuilder attribute) CombineDatacard (class in analyzer.postprocessing.combine) comment (analyzer.core.adl.ADLBlock attribute) commonDict() (in module analyzer.utils.structure_tools) CompletedTask (class in analyzer.core.executors.executor) CompleteSysts (class in analyzer.core.run_builders) ComplexHLT (class in analyzer.modules.common.hlt_selection) ComplexHLTConfig (class in analyzer.modules.common.hlt_selection) components (analyzer.core.run_builders.MultiRunBuilder attribute) compose() (analyzer.cli.browser.HistogramViewer method) (analyzer.cli.browser.ResultBrowser method) (analyzer.cli.browser.ResultTree method) (analyzer.cli.browser.ResultViewer method) compressed (analyzer.postprocessing.exporting.Dump attribute) compression_lib (analyzer.configuration.GeneralConfig attribute) computeRatio() (in module analyzer.postprocessing.plots.plots_1d) computeSignificance() (in module analyzer.postprocessing.plots.plots_1d) Concatenate (class in analyzer.modules.common.column_tools) condor (analyzer.configuration.Config attribute) CondorConfig (class in analyzer.configuration) CondorPackage (class in analyzer.core.executors.condor_tools) Config (class in analyzer.configuration) CONFIG (in module analyzer) (in module analyzer.configuration) config_path (analyzer.core.adl.ADLEmitter attribute) configureConverter() (in module analyzer.core.analysis_modules) (in module analyzer.core.datasets) (in module analyzer.core.event_collection) (in module analyzer.core.executors.executor) (in module analyzer.core.results) (in module analyzer.core.run_builders) (in module analyzer.modules.common.axis) (in module analyzer.postprocessing.grouping) (in module analyzer.postprocessing.processors) (in module analyzer.postprocessing.transforms.registry) (in module analyzer.utils.querying) configureDask() (in module analyzer.core.executors.dask_exec) constructHeader() (analyzer.postprocessing.combine.DataCard method) constructObservations() (analyzer.postprocessing.combine.DataCard method) constructShapes() (analyzer.postprocessing.combine.DataCard method) constructSystematics() (analyzer.postprocessing.combine.DataCard method) container (analyzer.core.executors.condor_tools.CondorPackage attribute) (analyzer.core.executors.dask_exec.LPCCondorDask attribute) container_converter (class in analyzer.coffea_patches.helper) contains() (analyzer.core.columns.Column method) (analyzer.core.columns.ColumnCollection method) context_name (analyzer.core.adl.ADLEmitter attribute) convert() (analyzer.coffea_patches.helper.container_converter method) converter (in module analyzer.core.serialization) copy() (analyzer.core.columns.TrackedColumns method) copyFile() (in module analyzer.utils.file_tools) correction_name (analyzer.modules.singlestop.bnn_trig.TriggerBNNCorrection attribute) (analyzer.postprocessing.corrections.CorrectionLibEff attribute) correction_pattern (analyzer.modules.singlestop.bnn_trig.TriggerBNNCorrection attribute) CorrectionLibEff (class in analyzer.postprocessing.corrections) count (analyzer.core.results.RawEventCount attribute) (analyzer.core.results.ScaledEventCount attribute) (analyzer.postprocessing.grouping.CaptureGroupTrace attribute) (analyzer.postprocessing.grouping.InputTrace attribute) Count (class in analyzer.modules.common.column_tools) create() (analyzer.modules.common.histogram_builder.HistogramBuilder static method) createCondorPackage() (in module analyzer.core.executors.condor_tools) createDatacardsAndScript() (in module analyzer.postprocessing.combine) createDatasetTable() (in module analyzer.cli.dataset_table) (in module analyzer.cli.sample_report) createSampleTable() (in module analyzer.cli.dataset_table) (in module analyzer.cli.sample_report) CSS (analyzer.cli.browser.ResultBrowser attribute) csv_path (analyzer.postprocessing.transforms.hist_transforms.ABCDTransformer attribute) cut_mapping (in module analyzer.modules.common.electrons) (in module analyzer.modules.common.muons) CutBasedWPs (class in analyzer.modules.common.electrons) cutflow (analyzer.core.results.RawSelectionFlow attribute) (analyzer.core.results.SelectionFlow attribute) CutflowTable (class in analyzer.postprocessing.cutflows) cuts (analyzer.core.results.RawSelectionFlow attribute) (analyzer.core.results.SelectionFlow attribute) cycle_iter (analyzer.postprocessing.style.Styler attribute) cycler (analyzer.postprocessing.style.Styler attribute) D DanglingSelectionLinter (class in analyzer.core.linting) das_path (analyzer.core.event_collection.DasCollection attribute) DasCollection (class in analyzer.core.event_collection) dashboard_address (analyzer.core.executors.dask_exec.LocalDaskExecutor attribute) (analyzer.core.executors.dask_exec.LPCCondorDask attribute) DaskRunException (class in analyzer.core.executors.dask_exec) DaskRunResult (class in analyzer.core.executors.dask_exec) Data (analyzer.core.datasets.SampleType attribute) data (analyzer.core.results.SavedColumns attribute) DataCard (class in analyzer.postprocessing.combine) DataQualityLinter (class in analyzer.core.linting) dataset (analyzer.core.analysis.DatasetDescription attribute) Dataset (class in analyzer.core.datasets) dataset_name (analyzer.core.results.ResultStatus attribute) DatasetConfig (class in analyzer.configuration) DatasetDescription (class in analyzer.core.analysis) DatasetRepo (class in analyzer.core.datasets) datasets (analyzer.configuration.Config attribute) (analyzer.core.datasets.DatasetRepo attribute) datasets() (in module analyzer.cli.cli) DEBUG (analyzer.cli.cli.LogLevel attribute) decideFile() (in module analyzer.core.event_collection) deepcopy_analyzer (analyzer.core.executors.immediate_exec.ImmediateExecutor attribute) deepLookup() (in module analyzer.utils.querying) deepMerge() (in module analyzer.utils.structure_tools) DeepPattern (class in analyzer.utils.querying) deepWalkMeta() (in module analyzer.utils.structure_tools) default_conv (analyzer.coffea_patches.helper.container_converter attribute) default_dataset_paths (analyzer.configuration.DatasetConfig attribute) default_era_paths (analyzer.configuration.DatasetConfig attribute) default_plot_config (analyzer.postprocessing.running.PostprocessorConfig attribute) default_run_builder (analyzer.core.analyzer.Analyzer attribute) DEFAULT_RUN_BUILDER (class in analyzer.core.run_builders) default_style_set (analyzer.postprocessing.running.PostprocessorConfig attribute) default_value (analyzer.core.param_specs.ParameterSpec attribute) defaultCols() (in module analyzer.core.analysis_modules) defaultParameterSpec() (in module analyzer.core.analysis_modules) deltaR_matching_nonunique() (in module analyzer.modules.common.gen_matching) derive() (analyzer.core.executors.dask_exec.AnalyzerRuntimeError method) describe_analysis() (in module analyzer.cli.cli) determineFileGroups() (in module analyzer.postprocessing.running) diagnostic_output_name (analyzer.postprocessing.corrections.CorrectionLibEff attribute) diagnostic_plots (analyzer.postprocessing.corrections.CorrectionLibEff attribute) dictToDot() (in module analyzer.utils.structure_tools) dist (analyzer.postprocessing.combine.Systematic attribute) do_merge_and_scale (analyzer.postprocessing.running.PostprocessorConfig attribute) do_safety_checks (analyzer.configuration.GeneralConfig attribute) dotFormat() (in module analyzer.utils.structure_tools) double_ratio_label (analyzer.postprocessing.basic_histograms.RatioOfRatiosPlot attribute) drawstyle (analyzer.postprocessing.style.Style attribute) driven_by (analyzer.core.param_specs.ParameterSpec attribute) drop_sample_pattern (analyzer.postprocessing.running.PostprocessorConfig attribute) dropped_count (analyzer.postprocessing.grouping.SelectTrace attribute) dropped_items (analyzer.postprocessing.grouping.SelectTrace attribute) Dump (class in analyzer.postprocessing.exporting) dumpAndComplete() (in module analyzer.core.executors.dask_exec) DumpNumpy (class in analyzer.postprocessing.exporting) dumps() (analyzer.postprocessing.combine.DataCard method) dumpYield() (in module analyzer.postprocessing.misc) DYNAMIC_MODULES_LOADED (in module analyzer.utils.load) E edges (analyzer.modules.common.axis.VariableAxis attribute) ElectronMaker (class in analyzer.modules.common.electrons) empty (analyzer.core.event_collection.FileInfo property) (analyzer.core.event_collection.FileSet property) era (analyzer.core.adl.MetadataSpec attribute) (analyzer.core.datasets.Dataset attribute) EraRepo (class in analyzer.core.era) eras (analyzer.core.era.EraRepo attribute) eras() (in module analyzer.cli.cli) ERROR (analyzer.cli.cli.LogLevel attribute) (analyzer.core.linting.LintLevel attribute) eta_range (analyzer.modules.common.jets.JetEtaPhiVeto attribute) evaluate() (analyzer.core.analysis_modules.IsRun method) (analyzer.core.analysis_modules.IsSampleType method) (analyzer.core.analysis_modules.IsYear method) (analyzer.core.analysis_modules.MetadataAnd method) (analyzer.core.analysis_modules.MetadataExpr method) (analyzer.core.analysis_modules.MetadataNot method) (analyzer.core.analysis_modules.MetadataOr method) event_collections (analyzer.core.analysis.Analysis attribute) event_start (analyzer.core.event_collection.FileChunk attribute) event_stop (analyzer.core.event_collection.FileChunk attribute) EventBackend (class in analyzer.core.columns) events (analyzer.core.columns.TrackedColumns property) EVENTS (in module analyzer.core.columns) events_expected (analyzer.core.results.ResultStatus attribute) events_found (analyzer.core.results.ResultStatus attribute) events_processed (analyzer.core.executors.dask_exec.DaskRunResult attribute) EventSourceModule (class in analyzer.core.analysis_modules) exception (analyzer.core.executors.dask_exec.DaskRunException attribute) execution (analyzer.configuration.Config attribute) ExecutionConfig (class in analyzer.configuration) ExecutionTask (class in analyzer.core.executors) (class in analyzer.core.executors.executor) Executor (class in analyzer.core.executors) (class in analyzer.core.executors.executor) exists() (in module analyzer.utils.file_tools) expected_num (analyzer.postprocessing.style.Styler attribute) expected_output_shape (analyzer.coffea_patches.torch_wrapper.torch_wrapper attribute) explain() (analyzer.postprocessing.grouping.GroupBuilder method) (analyzer.postprocessing.processors.BasePostprocessor method) exportAdl() (analyzer.core.analyzer.Analyzer method) (in module analyzer.cli.cli) exportEfficiencyToCorrectionLib() (in module analyzer.postprocessing.corrections) exportItem() (in module analyzer.postprocessing.exporting) expression (analyzer.core.adl.ADLStatement attribute) extra_dataset_paths (analyzer.core.analysis.Analysis attribute) extra_era_paths (analyzer.core.analysis.Analysis attribute) extra_executors (analyzer.core.analysis.Analysis attribute) extra_module_paths (analyzer.core.analysis.Analysis attribute) extra_text (analyzer.postprocessing.plots.common.PlotConfiguration attribute) extract() (analyzer.core.columns.Column method) extractCmsLocation() (in module analyzer.utils.file_tools) F fail (analyzer.modules.common.electrons.CutBasedWPs attribute) fields (analyzer.core.columns.Column attribute) (analyzer.core.columns.TrackedColumns property) file_nevents (analyzer.core.event_collection.FileChunk attribute) file_path (analyzer.core.event_collection.FileChunk attribute) (analyzer.core.event_collection.FileInfo attribute) (analyzer.core.results.SavedEventFile attribute) file_set (analyzer.core.executors.ExecutionTask attribute) (analyzer.core.executors.executor.ExecutionTask attribute) (analyzer.core.results.ResultProvenance attribute) FileChunk (class in analyzer.core.event_collection) FileInfo (class in analyzer.core.event_collection) FileListCollection (class in analyzer.core.event_collection) files (analyzer.core.event_collection.FileListCollection attribute) (analyzer.core.event_collection.FileSet attribute) FileSet (class in analyzer.core.event_collection) fill (analyzer.postprocessing.style.Style attribute) fill_hatching (analyzer.postprocessing.style.Style attribute) fillHistogram() (analyzer.modules.common.histogram_builder.HistogramBuilder static method) fillstyle (analyzer.postprocessing.style.Style attribute) filter() (analyzer.core.columns.TrackedColumns method) FilterNear (class in analyzer.modules.common.jets) filterParams() (analyzer.core.analysis_modules.BaseAnalyzerModule method) finalize() (analyzer.core.results.BasicSummary method) (analyzer.core.results.Histogram method) (analyzer.core.results.Histogram.Summary method) (analyzer.core.results.RawArray method) (analyzer.core.results.RawEventCount method) (analyzer.core.results.RawSelectionFlow method) (analyzer.core.results.ResultBase method) (analyzer.core.results.ResultGroup method) (analyzer.core.results.ResultProvenance method) (analyzer.core.results.SavedColumns method) (analyzer.core.results.SavedFiles method) (analyzer.core.results.ScalableArray method) (analyzer.core.results.ScaledEventCount method) (analyzer.core.results.SelectionFlow method) (analyzer.core.results.UnscaledHistogram method) (analyzer.core.results.UnscaledHistogram.Summary method) flatten() (in module analyzer.utils.structure_tools) flush() (analyzer.core.columns.TrackedColumns method) format (analyzer.postprocessing.cutflows.CutflowTable attribute) formatLines() (in module analyzer.postprocessing.combine) formatSize() (in module analyzer.cli.browser) FormatTitle (class in analyzer.postprocessing.transforms.hist_transforms) frac_complete (analyzer.core.results.ResultStatus property) freeze() (in module analyzer.utils.structure_tools) fromBytes() (analyzer.core.results.ResultGroup class method) fromCaptureSet() (analyzer.postprocessing.grouping.CaptureGroupTrace class method) fromChunk() (analyzer.core.event_collection.FileSet static method) fromEvents() (analyzer.core.columns.TrackedColumns static method) fromFile() (analyzer.modules.singlestop.bnn_trig.BNNEnsemble static method) func (analyzer.postprocessing.transforms.data_transforms.AddData attribute) G gatherByCapture() (in module analyzer.utils.querying) general (analyzer.configuration.Config attribute) GeneralConfig (class in analyzer.configuration) generateDiagnosticPlots() (in module analyzer.postprocessing.corrections) generateDiagnosticPlots1D() (in module analyzer.postprocessing.corrections) generateDiagnosticPlots2D() (in module analyzer.postprocessing.corrections) genjet_col (analyzer.modules.common.jets.JetResolutionCorrections attribute) get() (analyzer.postprocessing.style.Style method) get_awkward_lib() (analyzer.coffea_patches.helper.numpy_call_wrapper method) get_matching_objects_indices_padnone() (in module analyzer.modules.common.gen_matching) get_matching_pairs_indices() (in module analyzer.modules.common.gen_matching) getAllColumns() (in module analyzer.core.columns) getAnalyzerRunFunc() (in module analyzer.core.executors.dask_exec) getArrayMem() (in module analyzer.core.results) getAxisOptions() (analyzer.cli.browser.HistogramViewer method) getBNN() (analyzer.modules.singlestop.bnn_trig.TriggerBNN method) getContour() (in module analyzer.postprocessing.plots.plots_2d) getCorr() (analyzer.modules.common.jets.VetoMap method) (analyzer.modules.common.jets.VetoMapFilter method) getCorrection() (analyzer.modules.common.bjet_sf.BJetShapeSF method) (analyzer.modules.common.event_level_corrections.PileupSF method) (analyzer.modules.common.jets.JetResolutionCorrections method) (analyzer.modules.common.jets.JetScaleCorrections method) (analyzer.modules.common.jets.PileupJetIdSF method) (analyzer.modules.singlestop.bnn_trig.TriggerBNNCorrection method) getDasFileSet() (in module analyzer.core.event_collection) getDatasetFromPathMTime() (in module analyzer.core.datasets) getDatasets() (in module analyzer.core.datasets) (in module analyzer.core.event_collection) getFileInfo() (in module analyzer.core.event_collection) getFileSet() (analyzer.core.event_collection.DasCollection method) (analyzer.core.event_collection.FileListCollection method) (analyzer.core.event_collection.SourceDescription method) getFromCache() (analyzer.core.analysis_modules.BaseAnalyzerModule method) getIndependentValues() (analyzer.core.param_specs.ParameterSpec method) getKey() (analyzer.core.analysis_modules.AnalyzerModule method) (analyzer.core.analysis_modules.EventSourceModule method) (analyzer.core.analysis_modules.PureResultModule method) getKeyForAll() (analyzer.core.columns.TrackedColumns method) getKeyForColumns() (analyzer.core.columns.TrackedColumns method) getKeyJec() (analyzer.modules.common.jets.JetScaleCorrections static method) getKeyJer() (analyzer.modules.common.jets.JetResolutionCorrections static method) getKeyNoParams() (analyzer.core.analysis_modules.AnalyzerModule method) getMatchedCollections() (in module analyzer.core.running) getMetadata() (analyzer.core.results.ResultBase method) getMissing() (analyzer.core.event_collection.DasCollection method) (analyzer.core.event_collection.FileListCollection method) (analyzer.core.event_collection.SourceDescription method) getNames() (analyzer.modules.common.jets.JetCombos method) getNeededUpdatesFuncs() (analyzer.core.event_collection.FileSet method) getParameterSpec() (analyzer.core.analysis_modules.BaseAnalyzerModule method) (analyzer.modules.common.bjet_sf.BJetShapeSF method) (analyzer.modules.common.event_level_corrections.L1PrefiringSF method) (analyzer.modules.common.event_level_corrections.PileupSF method) (analyzer.modules.common.jets.JetResolutionCorrections method) (analyzer.modules.common.jets.JetScaleCorrections method) (analyzer.modules.common.jets.PileupJetIdSF method) (analyzer.modules.common.load_columns.LoadColumns method) (analyzer.modules.singlestop.bnn_trig.TriggerBNN method) (analyzer.modules.singlestop.bnn_trig.TriggerBNNCorrection method) getPath() (in module analyzer.utils.file_tools) getPipelineSpecs() (in module analyzer.core.analyzer) getPremadeExcutors() (in module analyzer.core.executors) (in module analyzer.core.executors.premade_executors) getRatioAndUnc() (in module analyzer.postprocessing.plots.plots_1d) getReplicas() (in module analyzer.core.datasets) (in module analyzer.core.event_collection) getRepos() (in module analyzer.core.running) getRunFuncs() (analyzer.postprocessing.aggregate_plots.Significance2D method) (analyzer.postprocessing.basic_histograms.Histogram1D method) (analyzer.postprocessing.basic_histograms.Histogram2D method) (analyzer.postprocessing.basic_histograms.ModelPlot method) (analyzer.postprocessing.basic_histograms.RatioOfRatiosPlot method) (analyzer.postprocessing.basic_histograms.RatioPlot method) (analyzer.postprocessing.combine.CombineDatacard method) (analyzer.postprocessing.corrections.CorrectionLibEff method) (analyzer.postprocessing.cutflows.CutflowTable method) (analyzer.postprocessing.cutflows.PlotSelectionFlow method) (analyzer.postprocessing.exporting.Dump method) (analyzer.postprocessing.exporting.DumpNumpy method) (analyzer.postprocessing.processors.BasePostprocessor method) getSamples() (in module analyzer.core.analysis) getSmearer() (analyzer.modules.common.jets.JetResolutionCorrections method) getStyle() (analyzer.postprocessing.style.Styler method) (analyzer.postprocessing.style.StyleSet method) getTags() (in module analyzer.core.param_specs) getTasks() (in module analyzer.core.running) getTasksExplicit() (in module analyzer.core.running) getUniqueFilename() (in module analyzer.core.running) getUniqueModule() (analyzer.core.analyzer.Analyzer method) getVomsProxyPath() (in module analyzer.utils.file_tools) getWithMeta() (in module analyzer.utils.structure_tools) getWithValues() (in module analyzer.core.param_specs) getWPs() (analyzer.modules.common.bquarks.BQuarkMaker method) glancelz4() (in module analyzer.cli.cli) GLOB (analyzer.utils.querying.PatternMode attribute) globWithMeta() (analyzer.core.results.ResultGroup method) (in module analyzer.utils.structure_tools) GoldenLumi (class in analyzer.modules.common.event_level_corrections) group (analyzer.postprocessing.grouping.GroupBuilder attribute) group_xy_patterns (analyzer.postprocessing.aggregate_plots.Significance2D attribute) GroupBuilder (class in analyzer.postprocessing.grouping) grouping (analyzer.postprocessing.grouping.GroupTrace attribute) GroupingTrace (class in analyzer.postprocessing.grouping) groups (analyzer.postprocessing.grouping.GroupingTrace attribute) GroupTrace (class in analyzer.postprocessing.grouping) H handleConsoleSubmit() (analyzer.cli.browser.ResultBrowser method) handleSearch() (analyzer.cli.browser.ResultBrowser method) handleSelected() (analyzer.cli.browser.ResultBrowser method) hidden_biases (analyzer.modules.singlestop.bnn_trig.BNNEnsemble attribute) hidden_weights (analyzer.modules.singlestop.bnn_trig.BNNEnsemble attribute) highlight_rows (analyzer.postprocessing.cutflows.CutflowTable attribute) hist_name (analyzer.modules.common.histogram_builder.SimpleHistogram attribute) hist_obj (analyzer.cli.browser.HistogramViewer attribute) histogram (analyzer.core.results.Histogram attribute) (analyzer.core.results.UnscaledHistogram attribute) Histogram (class in analyzer.core.results) Histogram.Summary (class in analyzer.core.results) Histogram1D (class in analyzer.postprocessing.basic_histograms) Histogram2D (class in analyzer.postprocessing.basic_histograms) histogram_name (analyzer.postprocessing.transforms.data_transforms.MakeHistogram attribute) histogram_result (analyzer.cli.browser.HistogramViewer attribute) HistogramBuilder (class in analyzer.modules.common.histogram_builder) HistogramViewer (class in analyzer.cli.browser) HT (class in analyzer.modules.common.jets) I iaddMany() (in module analyzer.core.executors.dask_exec) iChunk() (analyzer.core.event_collection.FileInfo method) id_working_point (analyzer.modules.common.muons.MuonMaker attribute) IdWps (class in analyzer.modules.common.muons) idx (analyzer.modules.singlestop.selections.VecPt attribute) idx_1 (analyzer.modules.singlestop.selections.VecDRSelection attribute) idx_2 (analyzer.modules.singlestop.selections.VecDRSelection attribute) iFilterResultGroup() (in module analyzer.core.results) ignore (analyzer.core.linting.LintConfig attribute) image_type (analyzer.postprocessing.plots.common.PlotConfiguration attribute) ImmediateExecutor (class in analyzer.core.executors.immediate_exec) include_jet_id (analyzer.modules.common.jets.JetFilter attribute) include_pu_id (analyzer.modules.common.jets.JetFilter attribute) INCLUDE_SIDECAR (in module analyzer.postprocessing.plots.utils) index (analyzer.modules.common.column_tools.PromoteIndex attribute) INFO (analyzer.cli.cli.LogLevel attribute) inherit (analyzer.core.adl.ADLBlock attribute) initModules() (analyzer.core.analyzer.Analyzer method) initProcess() (in module analyzer.postprocessing.running) input (analyzer.postprocessing.grouping.GroupTrace attribute) input_col (analyzer.modules.common.bjet_sf.BJetShapeSF attribute) (analyzer.modules.common.bquarks.BQuarkMaker attribute) (analyzer.modules.common.categories.SimpleCategory attribute) (analyzer.modules.common.column_tools.Count attribute) (analyzer.modules.common.column_tools.PromoteIndex attribute) (analyzer.modules.common.electrons.ElectronMaker attribute) (analyzer.modules.common.jets.HT attribute) (analyzer.modules.common.jets.JetComboHistograms attribute) (analyzer.modules.common.jets.JetCombos attribute) (analyzer.modules.common.jets.JetEtaPhiVeto attribute) (analyzer.modules.common.jets.JetFilter attribute) (analyzer.modules.common.jets.JetResolutionCorrections attribute) (analyzer.modules.common.jets.JetScaleCorrections attribute) (analyzer.modules.common.jets.PileupJetIdSF attribute) (analyzer.modules.common.jets.TopVecHistograms attribute) (analyzer.modules.common.jets.VetoMap attribute) (analyzer.modules.common.jets.VetoMapFilter attribute) (analyzer.modules.common.muons.MuonMaker attribute) (analyzer.modules.common.selection.NObjFilter attribute) (analyzer.modules.singlestop.nn_reco.NNMassReco attribute) (analyzer.modules.singlestop.selections.VecDRSelection attribute) (analyzer.modules.singlestop.selections.VecPt attribute) input_cols (analyzer.modules.common.column_tools.Concatenate attribute) (analyzer.modules.common.histogram_builder.SimpleHistogram attribute) inputs (analyzer.postprocessing.processors.BasePostprocessor attribute) inputs() (analyzer.core.analysis_modules.BaseAnalyzerModule method) (analyzer.modules.common.bjet_sf.BJetShapeSF method) (analyzer.modules.common.bquarks.BQuarkMaker method) (analyzer.modules.common.categories.SimpleCategory method) (analyzer.modules.common.column_tools.Concatenate method) (analyzer.modules.common.column_tools.Count method) (analyzer.modules.common.column_tools.PromoteIndex method) (analyzer.modules.common.electrons.ElectronMaker method) (analyzer.modules.common.event_level_corrections.GoldenLumi method) (analyzer.modules.common.event_level_corrections.L1PrefiringSF method) (analyzer.modules.common.event_level_corrections.NoiseFilter method) (analyzer.modules.common.event_level_corrections.PileupSF method) (analyzer.modules.common.event_level_corrections.PosNegGenWeight method) (analyzer.modules.common.gen_matching.VectorMatching method) (analyzer.modules.common.histogram_builder.HistogramBuilder method) (analyzer.modules.common.histogram_builder.SimpleHistogram method) (analyzer.modules.common.hlt_selection.ComplexHLT method) (analyzer.modules.common.hlt_selection.SaveHLT method) (analyzer.modules.common.hlt_selection.SimpleHLT method) (analyzer.modules.common.jets.FilterNear method) (analyzer.modules.common.jets.HT method) (analyzer.modules.common.jets.JetComboHistograms method) (analyzer.modules.common.jets.JetCombos method) (analyzer.modules.common.jets.JetEtaPhiVeto method) (analyzer.modules.common.jets.JetFilter method) (analyzer.modules.common.jets.JetResolutionCorrections method) (analyzer.modules.common.jets.JetScaleCorrections method) (analyzer.modules.common.jets.PileupJetIdSF method) (analyzer.modules.common.jets.TopVecHistograms method) (analyzer.modules.common.jets.VetoMap method) (analyzer.modules.common.jets.VetoMapFilter method) (analyzer.modules.common.load_columns.LoadColumns method) (analyzer.modules.common.muons.MuonMaker method) (analyzer.modules.common.save_arrays.SaveCols method) (analyzer.modules.common.selection.NObjFilter method) (analyzer.modules.common.selection.SelectAllTriggers method) (analyzer.modules.common.selection.SelectOnColumns method) (analyzer.modules.common.skimming.SaveEvents method) (analyzer.modules.singlestop.bnn_trig.MSDCleanerCategory method) (analyzer.modules.singlestop.bnn_trig.MSDCleanerSelection method) (analyzer.modules.singlestop.bnn_trig.TriggerBNN method) (analyzer.modules.singlestop.bnn_trig.TriggerBNNCorrection method) (analyzer.modules.singlestop.nn_reco.NNMassPlots method) (analyzer.modules.singlestop.nn_reco.NNMassReco method) (analyzer.modules.singlestop.selections.VecDRSelection method) (analyzer.modules.singlestop.selections.VecPt method) InputTrace (class in analyzer.postprocessing.grouping) IntegerAxis (class in analyzer.modules.common.axis) INTERNAL_USE_COL (analyzer.core.columns.TrackedColumns attribute) intersect() (analyzer.core.columns.ColumnCollection method) intersection() (analyzer.core.event_collection.FileInfo method) (analyzer.core.event_collection.FileSet method) intersects() (analyzer.core.event_collection.FileInfo method) is_chunked (analyzer.core.event_collection.FileInfo property) is_signal (analyzer.postprocessing.combine.Process attribute) iscale() (analyzer.core.results.BasicSummary method) (analyzer.core.results.Histogram method) (analyzer.core.results.Histogram.Summary method) (analyzer.core.results.RawArray method) (analyzer.core.results.RawEventCount method) (analyzer.core.results.RawSelectionFlow method) (analyzer.core.results.ResultBase method) (analyzer.core.results.ResultGroup method) (analyzer.core.results.ResultProvenance method) (analyzer.core.results.SavedColumns method) (analyzer.core.results.SavedFiles method) (analyzer.core.results.ScalableArray method) (analyzer.core.results.ScaledEventCount method) (analyzer.core.results.SelectionFlow method) (analyzer.core.results.UnscaledHistogram method) (analyzer.core.results.UnscaledHistogram.Summary method) isDir() (in module analyzer.utils.file_tools) iso_working_point (analyzer.modules.common.muons.MuonMaker attribute) IsoWps (class in analyzer.modules.common.muons) isRootcompat() (in module analyzer.modules.common.skimming) IsRun (class in analyzer.core.analysis_modules) IsSampleType (class in analyzer.core.analysis_modules) isSimulationOnly() (in module analyzer.postprocessing.plots.annotations) IsYear (class in analyzer.core.analysis_modules) item (analyzer.utils.structure_tools.ItemWithMeta attribute) items (analyzer.postprocessing.grouping.CaptureGroupTrace attribute) (analyzer.postprocessing.grouping.InputTrace attribute) (analyzer.utils.querying.CaptureSet attribute) ItemWithMeta (class in analyzer.utils.structure_tools) iterChunks() (analyzer.core.event_collection.FileSet method) iterPaths() (in module analyzer.utils.file_tools) J jet_combos (analyzer.modules.common.jets.JetComboHistograms attribute) (analyzer.modules.common.jets.JetCombos attribute) jet_type (analyzer.modules.common.jets.JetResolutionCorrections attribute) (analyzer.modules.common.jets.JetScaleCorrections attribute) JetComboHistograms (class in analyzer.modules.common.jets) JetCombos (class in analyzer.modules.common.jets) JetEtaPhiVeto (class in analyzer.modules.common.jets) JetFilter (class in analyzer.modules.common.jets) JetResolutionCorrections (class in analyzer.modules.common.jets) JetScaleCorrections (class in analyzer.modules.common.jets) joinstyle (analyzer.postprocessing.style.Style attribute) jumpIn() (in module analyzer.cli.cli) (in module analyzer.utils.debugging) justChunked() (analyzer.core.event_collection.FileSet method) justUnchunked() (analyzer.core.event_collection.FileSet method) K keepPatterns() (analyzer.postprocessing.running.PostprocessorConfig method) key (analyzer.postprocessing.cutflows.CutflowTable attribute) (analyzer.postprocessing.grouping.CaptureGroupTrace attribute) (analyzer.utils.querying.DeepPattern attribute) key_format (analyzer.postprocessing.transforms.hist_transforms.ABCDTransformer attribute) keys() (analyzer.core.results.ResultGroup method) keyword (analyzer.core.adl.ADLStatement attribute) L L1PrefiringSF (class in analyzer.modules.common.event_level_corrections) label (analyzer.core.adl.MetadataSpec attribute) labelAxis() (in module analyzer.postprocessing.plots.annotations) latex_jinja_env (in module analyzer.postprocessing.tex.templating) legend (analyzer.postprocessing.style.Style attribute) legend_fill_alpha (analyzer.postprocessing.plots.common.PlotConfiguration attribute) legend_fill_color (analyzer.postprocessing.plots.common.PlotConfiguration attribute) legend_font (analyzer.postprocessing.plots.common.PlotConfiguration attribute) (analyzer.postprocessing.style.Style attribute) legend_loc (analyzer.postprocessing.plots.common.PlotConfiguration attribute) legend_num_cols (analyzer.postprocessing.plots.common.PlotConfiguration attribute) level (analyzer.core.linting.LintMessage attribute) limit_pattern (analyzer.postprocessing.transforms.hist_transforms.SplitAxes attribute) LimitSysts (class in analyzer.core.run_builders) LimitSystsBackground (class in analyzer.core.run_builders) line_width (analyzer.postprocessing.style.Style attribute) linestyle (analyzer.postprocessing.style.Style attribute) lint() (analyzer.core.analysis_modules.BaseAnalyzerModule method) (analyzer.core.linting.AnalysisLinter method) (analyzer.core.linting.DanglingSelectionLinter method) (analyzer.core.linting.DataQualityLinter method) (analyzer.core.linting.MissingCutflowLinter method) (analyzer.core.linting.PipelineLinter method) (analyzer.core.linting.PipelineReferenceLinter method) (analyzer.modules.common.electrons.ElectronMaker method) (analyzer.modules.common.histogram_builder.SimpleHistogram method) (analyzer.modules.common.jets.JetFilter method) (analyzer.modules.common.muons.MuonMaker method) (in module analyzer.cli.cli) lint_config (analyzer.core.analysis.Analysis attribute) LintConfig (class in analyzer.core.linting) LintLevel (class in analyzer.core.linting) LintMessage (class in analyzer.core.linting) list() (in module analyzer.cli.cli) listData() (in module analyzer.cli.cli) LITERAL (analyzer.utils.querying.PatternMode attribute) loadAnalysis() (in module analyzer.core.analysis) loadAndRender() (in module analyzer.utils.yamlload) LoadColumns (class in analyzer.modules.common.load_columns) loadConfigData() (in module analyzer.utils.config_loading) loadEvents() (analyzer.core.event_collection.FileChunk method) loadModuleFromPath() (in module analyzer.utils.load) loadPostprocessor() (in module analyzer.postprocessing.running) loadResults() (in module analyzer.core.results) LoadStyles (class in analyzer.postprocessing.running) loadStyles() (in module analyzer.postprocessing.style) loadTemplateYaml() (in module analyzer.utils.yamlload) LocalDaskExecutor (class in analyzer.core.executors.dask_exec) location_priorities (analyzer.core.analysis.Analysis attribute) log_path (analyzer.core.executors.dask_exec.LPCCondorDask attribute) logger (in module analyzer.cli.cli) (in module analyzer.core.analysis_modules) (in module analyzer.core.analyzer) (in module analyzer.core.columns) (in module analyzer.core.event_collection) (in module analyzer.core.executors.condor_tools) (in module analyzer.core.executors.dask_exec) (in module analyzer.core.executors.immediate_exec) (in module analyzer.core.linting) (in module analyzer.core.param_specs) (in module analyzer.core.results) (in module analyzer.core.run_builders) (in module analyzer.logging) (in module analyzer.modules.common.column_tools) (in module analyzer.modules.common.histogram_builder) (in module analyzer.modules.common.jets) (in module analyzer.modules.common.skimming) (in module analyzer.postprocessing.grouping) (in module analyzer.postprocessing.running) (in module analyzer.postprocessing.style) (in module analyzer.utils.file_tools) LogLevel (class in analyzer.cli.cli) lookup() (in module analyzer.utils.querying) loose (analyzer.modules.common.electrons.CutBasedWPs attribute) (analyzer.modules.common.muons.IdWps attribute) (analyzer.modules.common.muons.IsoWps attribute) LPCCondorDask (class in analyzer.core.executors.dask_exec) lumi_text (analyzer.postprocessing.plots.common.PlotConfiguration attribute) M m3_input (analyzer.modules.singlestop.nn_reco.NNMassPlots attribute) m3_output (analyzer.modules.singlestop.nn_reco.NNMassReco attribute) m3_range (analyzer.modules.singlestop.nn_reco.NNMassPlots attribute) m4_input (analyzer.modules.singlestop.nn_reco.NNMassPlots attribute) m4_output (analyzer.modules.singlestop.nn_reco.NNMassReco attribute) m4_range (analyzer.modules.singlestop.nn_reco.NNMassPlots attribute) main() (in module analyzer.cli) (in module analyzer.cli.cli) makeAndSaveCutflowTable() (in module analyzer.postprocessing.cutflows) makeApproxEqualSubgroups() (in module analyzer.postprocessing.running) makeCutflowDf() (in module analyzer.postprocessing.cutflows) makeDict() (in module analyzer.postprocessing.plots.utils) makeDir() (in module analyzer.utils.file_tools) makeEnv() (in module analyzer.utils.yamlload) makeFormatted() (analyzer.postprocessing.plots.common.PlotConfiguration method) MakeHistogram (class in analyzer.postprocessing.transforms.data_transforms) makeHistogram() (in module analyzer.modules.common.histogram_builder) makeRatioAxes() (in module analyzer.postprocessing.plots.plots_1d) makeSignificance2D() (in module analyzer.postprocessing.aggregate_plots) makeStrHist() (in module analyzer.postprocessing.plots.plots_1d) makeTableFromDict() (in module analyzer.utils.summary_table) marker (analyzer.postprocessing.style.Style attribute) markersize (analyzer.postprocessing.style.Style attribute) mask (analyzer.postprocessing.transforms.data_transforms.MaskData attribute) mask_col (analyzer.modules.common.histogram_builder.HistogramBuilder attribute) mask_cols (analyzer.modules.common.histogram_builder.SimpleHistogram attribute) mask_fill_value (analyzer.postprocessing.exporting.DumpNumpy attribute) MaskData (class in analyzer.postprocessing.transforms.data_transforms) mass_axis (analyzer.modules.common.jets.JetComboHistograms attribute) match() (analyzer.utils.querying.DeepPattern method) (analyzer.utils.querying.Pattern method) (analyzer.utils.querying.PatternAnd method) (analyzer.utils.querying.PatternNot method) (analyzer.utils.querying.PatternOr method) materialized (analyzer.core.event_collection.FileSet property) max_abs_eta (analyzer.modules.common.electrons.ElectronMaker attribute) (analyzer.modules.common.jets.JetFilter attribute) (analyzer.modules.common.muons.MuonMaker attribute) MAX_CACHE_SIZE (analyzer.core.analysis_modules.BaseAnalyzerModule attribute) max_count (analyzer.modules.common.selection.NObjFilter attribute) max_dpt (analyzer.modules.common.gen_matching.VectorMatching attribute) max_dr (analyzer.modules.common.jets.FilterNear attribute) (analyzer.modules.singlestop.selections.VecDRSelection attribute) max_idx (analyzer.modules.common.jets.TopVecHistograms attribute) max_mini_iso (analyzer.modules.common.electrons.ElectronMaker attribute) (analyzer.modules.common.muons.MuonMaker attribute) max_pt (analyzer.modules.singlestop.selections.VecPt attribute) max_size (analyzer.utils.structure_tools.SimpleCache attribute) max_workers (analyzer.core.executors.dask_exec.LocalDaskExecutor attribute) (analyzer.core.executors.dask_exec.LPCCondorDask attribute) maximalSubgroups() (in module analyzer.postprocessing.running) maybe_exceptions (analyzer.core.executors.dask_exec.DaskRunResult attribute) maybe_result (analyzer.core.executors.dask_exec.DaskRunResult attribute) maybeFlatten() (analyzer.modules.common.histogram_builder.HistogramBuilder static method) MC (analyzer.core.datasets.SampleType attribute) mean (analyzer.modules.singlestop.bnn_trig.BNNEnsemble attribute) medium (analyzer.modules.common.electrons.CutBasedWPs attribute) (analyzer.modules.common.muons.IdWps attribute) (analyzer.modules.common.muons.IsoWps attribute) merge() (in module analyzer.cli.cli) merge_axis_names (analyzer.postprocessing.transforms.hist_transforms.MergeAxes attribute) mergeAndScale() (in module analyzer.core.results) MergeAxes (class in analyzer.postprocessing.transforms.hist_transforms) mergeColumns() (in module analyzer.core.columns) mergeUpdate() (in module analyzer.utils.structure_tools) message (analyzer.core.linting.LintMessage attribute) metadata (analyzer.core.columns.TrackedColumns attribute) (analyzer.core.datasets.Dataset property) (analyzer.core.datasets.DatasetRepo attribute) (analyzer.core.datasets.Sample property) (analyzer.core.executors.ExecutionTask attribute) (analyzer.core.executors.executor.CompletedTask attribute) (analyzer.core.executors.executor.ExecutionTask attribute) (analyzer.core.results.ResultBase property) (analyzer.core.results.SavedEventFile attribute) (analyzer.utils.structure_tools.ItemWithMeta attribute) MetadataAnd (class in analyzer.core.analysis_modules) MetadataExpr (class in analyzer.core.analysis_modules) MetadataNot (class in analyzer.core.analysis_modules) MetadataOr (class in analyzer.core.analysis_modules) MetadataSpec (class in analyzer.core.adl) method_map (analyzer.coffea_patches.helper.container_converter attribute) metric_pt() (in module analyzer.modules.common.gen_matching) min_count (analyzer.modules.common.selection.NObjFilter attribute) min_dr (analyzer.modules.singlestop.selections.VecDRSelection attribute) min_pt (analyzer.modules.common.electrons.ElectronMaker attribute) (analyzer.modules.common.jets.JetFilter attribute) (analyzer.modules.common.muons.MuonMaker attribute) (analyzer.modules.singlestop.selections.VecPt attribute) min_workers (analyzer.core.executors.dask_exec.LocalDaskExecutor attribute) (analyzer.core.executors.dask_exec.LPCCondorDask attribute) MissingCutflowLinter (class in analyzer.core.linting) mode (analyzer.utils.querying.Pattern attribute) model_path (analyzer.modules.singlestop.nn_reco.NNMassReco attribute) ModelPlot (class in analyzer.postprocessing.basic_histograms) module analyzer analyzer.__main__ analyzer.cli analyzer.cli.browser analyzer.cli.cli analyzer.cli.dataset_table analyzer.cli.module_search analyzer.cli.quicklook analyzer.cli.result_status analyzer.cli.sample_report analyzer.coffea_patches analyzer.coffea_patches.helper analyzer.coffea_patches.torch_wrapper analyzer.configuration analyzer.core analyzer.core.adl analyzer.core.analysis analyzer.core.analysis_modules analyzer.core.analyzer analyzer.core.caching analyzer.core.columns analyzer.core.datasets analyzer.core.era analyzer.core.event_collection analyzer.core.exceptions analyzer.core.executors analyzer.core.executors.condor_tools analyzer.core.executors.dask_exec analyzer.core.executors.executor analyzer.core.executors.finalizers analyzer.core.executors.immediate_exec analyzer.core.executors.premade_executors analyzer.core.linting analyzer.core.param_specs analyzer.core.results analyzer.core.run_builders analyzer.core.running analyzer.core.serialization analyzer.logging analyzer.modules analyzer.modules.common analyzer.modules.common.axis analyzer.modules.common.bjet_sf analyzer.modules.common.bquarks analyzer.modules.common.categories analyzer.modules.common.column_tools analyzer.modules.common.electrons analyzer.modules.common.event_level_corrections analyzer.modules.common.gen_matching analyzer.modules.common.histogram_builder analyzer.modules.common.hlt_selection analyzer.modules.common.jets analyzer.modules.common.load_columns analyzer.modules.common.metadata_predictates analyzer.modules.common.muons analyzer.modules.common.save_arrays analyzer.modules.common.selection analyzer.modules.common.skimming analyzer.modules.dihiggs analyzer.modules.singlestop analyzer.modules.singlestop.bnn_trig analyzer.modules.singlestop.nn_reco analyzer.modules.singlestop.selections analyzer.modules.stop_dijet analyzer.modules.utils analyzer.modules.utils.math_funcs analyzer.postprocessing analyzer.postprocessing.aggregate_plots analyzer.postprocessing.basic_histograms analyzer.postprocessing.combine analyzer.postprocessing.corrections analyzer.postprocessing.cutflows analyzer.postprocessing.explain analyzer.postprocessing.exporting analyzer.postprocessing.grouping analyzer.postprocessing.misc analyzer.postprocessing.plots analyzer.postprocessing.plots.annotations analyzer.postprocessing.plots.common analyzer.postprocessing.plots.plots_1d analyzer.postprocessing.plots.plots_2d analyzer.postprocessing.plots.utils analyzer.postprocessing.processors analyzer.postprocessing.running analyzer.postprocessing.style analyzer.postprocessing.tex analyzer.postprocessing.tex.templating analyzer.postprocessing.transforms analyzer.postprocessing.transforms.data_transforms analyzer.postprocessing.transforms.hist_transforms analyzer.postprocessing.transforms.registry analyzer.static analyzer.utils analyzer.utils.caching analyzer.utils.config_loading analyzer.utils.debugging analyzer.utils.file_tools analyzer.utils.load analyzer.utils.pretty analyzer.utils.progress analyzer.utils.querying analyzer.utils.structure_tools analyzer.utils.summary_table analyzer.utils.yamlload module_name (analyzer.core.linting.LintMessage attribute) ModuleAddition (class in analyzer.core.analysis_modules) moduleExcludeFilter() (in module analyzer.core.analysis_modules) ModuleParameterSpec (in module analyzer.core.param_specs) ModuleParameterValues (in module analyzer.core.param_specs) MSDCleanerCategory (class in analyzer.modules.singlestop.bnn_trig) MSDCleanerSelection (class in analyzer.modules.singlestop.bnn_trig) multi_slices (analyzer.postprocessing.transforms.hist_transforms.MultiSliceAxes attribute) MultiColumns (in module analyzer.core.analysis_modules) multiMatch() (in module analyzer.utils.file_tools) MultiRunBuilder (class in analyzer.core.run_builders) MultiSliceAxes (class in analyzer.postprocessing.transforms.hist_transforms) MuonMaker (class in analyzer.modules.common.muons) N n_events (analyzer.core.datasets.Sample attribute) n_minus_one (analyzer.core.results.RawSelectionFlow attribute) (analyzer.core.results.SelectionFlow attribute) name (analyzer.core.adl.ADLBlock attribute) (analyzer.core.adl.MetadataSpec property) (analyzer.core.datasets.Dataset attribute) (analyzer.core.datasets.Sample attribute) (analyzer.core.linting.AnalysisLinter attribute) (analyzer.core.linting.DanglingSelectionLinter attribute) (analyzer.core.linting.DataQualityLinter attribute) (analyzer.core.linting.MissingCutflowLinter attribute) (analyzer.core.linting.PipelineLinter attribute) (analyzer.core.linting.PipelineReferenceLinter attribute) (analyzer.core.results.ResultBase attribute) (analyzer.modules.common.axis.IntegerAxis attribute) (analyzer.modules.common.axis.RegularAxis attribute) (analyzer.modules.common.axis.VariableAxis attribute) (analyzer.postprocessing.combine.Channel attribute) (analyzer.postprocessing.combine.Process attribute) (analyzer.postprocessing.combine.Systematic attribute) (analyzer.postprocessing.grouping.TransformStepTrace attribute) name() (analyzer.core.analysis_modules.BaseAnalyzerModule class method) near_col (analyzer.modules.common.jets.FilterNear attribute) neededResources() (analyzer.core.analysis_modules.BaseAnalyzerModule method) (analyzer.core.analyzer.Analyzer method) (analyzer.modules.singlestop.bnn_trig.TriggerBNN method) (analyzer.modules.singlestop.bnn_trig.TriggerBNNCorrection method) (analyzer.modules.singlestop.nn_reco.NNMassReco method) net_pattern (analyzer.modules.singlestop.bnn_trig.TriggerBNN attribute) nevents (analyzer.core.event_collection.FileChunk property) (analyzer.core.event_collection.FileInfo attribute) (analyzer.core.results.SavedEventFile attribute) new_col (analyzer.postprocessing.transforms.data_transforms.AddData attribute) new_meta_fields (analyzer.postprocessing.transforms.hist_transforms.SumHistograms attribute) NNMassPlots (class in analyzer.modules.singlestop.nn_reco) NNMassReco (class in analyzer.modules.singlestop.nn_reco) no_action() (analyzer.coffea_patches.helper.container_converter static method) NO_MATCH (in module analyzer.utils.querying) no_stack (analyzer.postprocessing.basic_histograms.RatioPlot attribute) NObjFilter (class in analyzer.modules.common.selection) NoiseFilter (class in analyzer.modules.common.event_level_corrections) nonserializable_attribute (class in analyzer.coffea_patches.helper) normalize (analyzer.postprocessing.basic_histograms.Histogram1D attribute) (analyzer.postprocessing.basic_histograms.Histogram2D attribute) (analyzer.postprocessing.basic_histograms.ModelPlot attribute) (analyzer.postprocessing.basic_histograms.RatioOfRatiosPlot attribute) (analyzer.postprocessing.basic_histograms.RatioPlot attribute) (analyzer.postprocessing.cutflows.PlotSelectionFlow attribute) normalize_within (analyzer.postprocessing.transforms.hist_transforms.NormalizeSystematicByProjection attribute) NormalizeSystematicByProjection (class in analyzer.postprocessing.transforms.hist_transforms) NoSystematics (class in analyzer.core.run_builders) not_expr (analyzer.utils.querying.PatternNot attribute) numpy_call() (analyzer.coffea_patches.helper.numpy_call_wrapper method) (analyzer.coffea_patches.torch_wrapper.torch_wrapper method) numpy_call_wrapper (class in analyzer.coffea_patches.helper) O object_matching() (in module analyzer.modules.common.gen_matching) observations (analyzer.postprocessing.combine.DataCard attribute) on_button_pressed() (analyzer.cli.browser.ResultBrowser method) on_mount() (analyzer.cli.browser.HistogramViewer method) one_cut (analyzer.core.results.RawSelectionFlow attribute) (analyzer.core.results.SelectionFlow attribute) or_axis_names (analyzer.postprocessing.transforms.hist_transforms.OrBinaryAxes attribute) or_exprs (analyzer.utils.querying.PatternOr attribute) OrBinaryAxes (class in analyzer.postprocessing.transforms.hist_transforms) order (analyzer.postprocessing.exporting.DumpNumpy attribute) other_data (analyzer.core.datasets.Dataset attribute) output (analyzer.core.running.Saver attribute) output_bias (analyzer.modules.singlestop.bnn_trig.BNNEnsemble attribute) output_col (analyzer.modules.common.bquarks.BQuarkMaker attribute) (analyzer.modules.common.column_tools.Concatenate attribute) (analyzer.modules.common.column_tools.Count attribute) (analyzer.modules.common.column_tools.PromoteIndex attribute) (analyzer.modules.common.electrons.ElectronMaker attribute) (analyzer.modules.common.gen_matching.VectorMatching attribute) (analyzer.modules.common.jets.FilterNear attribute) (analyzer.modules.common.jets.HT attribute) (analyzer.modules.common.jets.JetFilter attribute) (analyzer.modules.common.jets.JetResolutionCorrections attribute) (analyzer.modules.common.jets.JetScaleCorrections attribute) (analyzer.modules.common.jets.VetoMapFilter attribute) (analyzer.modules.common.muons.MuonMaker attribute) output_format (analyzer.modules.common.skimming.SaveEvents attribute) output_name (analyzer.core.executors.ExecutionTask attribute) (analyzer.core.executors.executor.CompletedTask attribute) (analyzer.core.executors.executor.ExecutionTask attribute) (analyzer.postprocessing.aggregate_plots.Significance2D attribute) (analyzer.postprocessing.basic_histograms.Histogram1D attribute) (analyzer.postprocessing.basic_histograms.Histogram2D attribute) (analyzer.postprocessing.basic_histograms.ModelPlot attribute) (analyzer.postprocessing.basic_histograms.RatioOfRatiosPlot attribute) (analyzer.postprocessing.basic_histograms.RatioPlot attribute) (analyzer.postprocessing.combine.CombineDatacard attribute) (analyzer.postprocessing.corrections.CorrectionLibEff attribute) (analyzer.postprocessing.cutflows.CutflowTable attribute) (analyzer.postprocessing.cutflows.PlotSelectionFlow attribute) (analyzer.postprocessing.exporting.Dump attribute) (analyzer.postprocessing.exporting.DumpNumpy attribute) output_weights (analyzer.modules.singlestop.bnn_trig.BNNEnsemble attribute) outputs() (analyzer.core.analysis_modules.AnalyzerModule method) (analyzer.core.analysis_modules.EventSourceModule method) (analyzer.core.analysis_modules.PureResultModule method) (analyzer.modules.common.bjet_sf.BJetShapeSF method) (analyzer.modules.common.bquarks.BQuarkMaker method) (analyzer.modules.common.categories.SimpleCategory method) (analyzer.modules.common.column_tools.Concatenate method) (analyzer.modules.common.column_tools.Count method) (analyzer.modules.common.column_tools.PromoteIndex method) (analyzer.modules.common.electrons.ElectronMaker method) (analyzer.modules.common.event_level_corrections.GoldenLumi method) (analyzer.modules.common.event_level_corrections.L1PrefiringSF method) (analyzer.modules.common.event_level_corrections.NoiseFilter method) (analyzer.modules.common.event_level_corrections.PileupSF method) (analyzer.modules.common.event_level_corrections.PosNegGenWeight method) (analyzer.modules.common.gen_matching.VectorMatching method) (analyzer.modules.common.histogram_builder.HistogramBuilder method) (analyzer.modules.common.histogram_builder.SimpleHistogram method) (analyzer.modules.common.hlt_selection.ComplexHLT method) (analyzer.modules.common.hlt_selection.SaveHLT method) (analyzer.modules.common.hlt_selection.SimpleHLT method) (analyzer.modules.common.jets.FilterNear method) (analyzer.modules.common.jets.HT method) (analyzer.modules.common.jets.JetComboHistograms method) (analyzer.modules.common.jets.JetCombos method) (analyzer.modules.common.jets.JetEtaPhiVeto method) (analyzer.modules.common.jets.JetFilter method) (analyzer.modules.common.jets.JetResolutionCorrections method) (analyzer.modules.common.jets.JetScaleCorrections method) (analyzer.modules.common.jets.PileupJetIdSF method) (analyzer.modules.common.jets.TopVecHistograms method) (analyzer.modules.common.jets.VetoMap method) (analyzer.modules.common.jets.VetoMapFilter method) (analyzer.modules.common.load_columns.LoadColumns method) (analyzer.modules.common.muons.MuonMaker method) (analyzer.modules.common.save_arrays.SaveCols method) (analyzer.modules.common.selection.NObjFilter method) (analyzer.modules.common.selection.SelectAllTriggers method) (analyzer.modules.common.selection.SelectOnColumns method) (analyzer.modules.common.skimming.SaveEvents method) (analyzer.modules.singlestop.bnn_trig.MSDCleanerCategory method) (analyzer.modules.singlestop.bnn_trig.MSDCleanerSelection method) (analyzer.modules.singlestop.bnn_trig.TriggerBNN method) (analyzer.modules.singlestop.bnn_trig.TriggerBNNCorrection method) (analyzer.modules.singlestop.nn_reco.NNMassPlots method) (analyzer.modules.singlestop.nn_reco.NNMassReco method) (analyzer.modules.singlestop.selections.VecDRSelection method) (analyzer.modules.singlestop.selections.VecPt method) overlaps() (analyzer.core.event_collection.FileChunk method) P param_type (analyzer.core.param_specs.ParameterSpec attribute) ParameterSpec (class in analyzer.core.param_specs) parents() (analyzer.core.columns.Column method) patch() (in module analyzer.cli.cli) patchFromPath() (in module analyzer.core.running) pattern (analyzer.modules.common.hlt_selection.ComplexHLTConfig attribute) (analyzer.postprocessing.grouping.GroupingTrace attribute) (analyzer.postprocessing.grouping.SelectTrace attribute) (analyzer.postprocessing.style.StyleRule attribute) (analyzer.utils.querying.DeepPattern attribute) (analyzer.utils.querying.Pattern attribute) Pattern (class in analyzer.utils.querying) PatternAnd (class in analyzer.utils.querying) PatternMode (class in analyzer.utils.querying) PatternNot (class in analyzer.utils.querying) PatternOr (class in analyzer.utils.querying) peekBytes() (analyzer.core.results.ResultGroup class method) peekFile() (analyzer.core.results.ResultGroup class method) phi_range (analyzer.modules.common.jets.JetEtaPhiVeto attribute) PileupJetIdSF (class in analyzer.modules.common.jets) PileupSF (class in analyzer.modules.common.event_level_corrections) pipeline_data (analyzer.core.columns.TrackedColumns attribute) PIPELINE_LINTERS (in module analyzer.core.linting) pipeline_name (analyzer.core.linting.LintMessage attribute) PipelineLinter (class in analyzer.core.linting) PipelineReferenceLinter (class in analyzer.core.linting) pipelines (analyzer.core.analysis.DatasetDescription attribute) (analyzer.core.executors.ExecutionTask attribute) (analyzer.core.executors.executor.ExecutionTask attribute) plot2D() (in module analyzer.postprocessing.plots.plots_2d) plot2DSigBkg() (in module analyzer.postprocessing.plots.plots_2d) plot_configuration (analyzer.postprocessing.processors.BasePostprocessor attribute) PlotConfiguration (class in analyzer.postprocessing.plots.common) plotDictAsBars() (in module analyzer.postprocessing.plots.plots_1d) plotModel() (in module analyzer.postprocessing.plots.plots_1d) plotMultiNumerators() (in module analyzer.postprocessing.plots.plots_1d) plotOne() (in module analyzer.postprocessing.plots.plots_1d) plotRatio() (in module analyzer.postprocessing.plots.plots_1d) plotRatioErrorBars() (in module analyzer.postprocessing.plots.plots_1d) plotRatioOfRatios() (in module analyzer.postprocessing.plots.plots_1d) PlotSelectionFlow (class in analyzer.postprocessing.cutflows) plotSingleNumeratorMultiDen() (in module analyzer.postprocessing.plots.plots_1d) plotStackedDenominators() (in module analyzer.postprocessing.plots.plots_1d) plottype (analyzer.postprocessing.style.Style attribute) plotUnstackedDenominators() (in module analyzer.postprocessing.plots.plots_1d) poisson_basic (analyzer.postprocessing.aggregate_plots.SignificanceType attribute) poisson_basic() (in module analyzer.postprocessing.aggregate_plots) poisson_low_stat (analyzer.postprocessing.aggregate_plots.SignificanceType attribute) poisson_low_stat() (in module analyzer.postprocessing.aggregate_plots) PosNegGenWeight (class in analyzer.modules.common.event_level_corrections) possible_values (analyzer.core.param_specs.ParameterSpec attribute) post (analyzer.configuration.Config attribute) post_count (analyzer.postprocessing.grouping.TransformStepTrace attribute) post_var (analyzer.configuration.Config attribute) PostConfig (class in analyzer.configuration) postprocess() (in module analyzer.cli.cli) postprocess_awkward() (analyzer.coffea_patches.helper.numpy_call_wrapper method) PostprocessingGroup (in module analyzer.postprocessing.processors) PostprocessorConfig (class in analyzer.postprocessing.running) pre_sf_name (analyzer.postprocessing.transforms.hist_transforms.NormalizeSystematicByProjection attribute) prefix (analyzer.modules.common.jets.JetComboHistograms attribute) (analyzer.modules.common.jets.JetCombos attribute) (analyzer.modules.common.jets.TopVecHistograms attribute) (analyzer.modules.common.skimming.SaveEvents attribute) (analyzer.modules.singlestop.nn_reco.NNMassPlots attribute) preloadForMeta() (analyzer.core.analysis_modules.BaseAnalyzerModule method) (analyzer.modules.common.bjet_sf.BJetShapeSF method) (analyzer.modules.common.bquarks.BQuarkMaker method) (analyzer.modules.common.event_level_corrections.PileupSF method) (analyzer.modules.common.jets.JetResolutionCorrections method) (analyzer.modules.common.jets.JetScaleCorrections method) (analyzer.modules.common.jets.PileupJetIdSF method) (analyzer.modules.common.jets.VetoMap method) (analyzer.modules.common.jets.VetoMapFilter method) prepare_awkward() (analyzer.coffea_patches.helper.numpy_call_wrapper method) pretty (analyzer.configuration.GeneralConfig attribute) Process (class in analyzer.postprocessing.combine) process_rates (analyzer.postprocessing.combine.DataCard attribute) process_shape_systematics (analyzer.postprocessing.combine.DataCard attribute) process_shapes (analyzer.postprocessing.combine.DataCard attribute) process_systematics (analyzer.postprocessing.combine.DataCard attribute) processes (analyzer.core.executors.dask_exec.LocalDaskExecutor attribute) (analyzer.postprocessing.combine.DataCard attribute) processors (analyzer.postprocessing.running.PostprocessorConfig attribute) processTask() (in module analyzer.core.executors.dask_exec) product_name (analyzer.modules.common.histogram_builder.HistogramBuilder attribute) progbar() (in module analyzer.utils.pretty) (in module analyzer.utils.progress) PromoteIndex (class in analyzer.modules.common.column_tools) PureResultModule (class in analyzer.core.analysis_modules) Q quadrature_sum (analyzer.postprocessing.aggregate_plots.SignificanceCalculation attribute) quadrature_sum() (in module analyzer.postprocessing.aggregate_plots) quicklookFiles() (in module analyzer.cli.quicklook) quicklookHist() (in module analyzer.cli.quicklook) quicklookHistsPath() (in module analyzer.cli.quicklook) quicklookSample() (in module analyzer.cli.quicklook) R r1_label (analyzer.postprocessing.basic_histograms.RatioOfRatiosPlot attribute) r2_label (analyzer.postprocessing.basic_histograms.RatioOfRatiosPlot attribute) RateColumn (class in analyzer.core.executors.dask_exec) ratio_height (analyzer.postprocessing.basic_histograms.ModelPlot attribute) (analyzer.postprocessing.basic_histograms.RatioOfRatiosPlot attribute) (analyzer.postprocessing.basic_histograms.RatioPlot attribute) ratio_hlines (analyzer.postprocessing.basic_histograms.ModelPlot attribute) (analyzer.postprocessing.basic_histograms.RatioOfRatiosPlot attribute) (analyzer.postprocessing.basic_histograms.RatioPlot attribute) ratio_only (analyzer.modules.singlestop.nn_reco.NNMassPlots attribute) ratio_range (analyzer.modules.singlestop.nn_reco.NNMassPlots attribute) ratio_type (analyzer.postprocessing.basic_histograms.ModelPlot attribute) (analyzer.postprocessing.basic_histograms.RatioOfRatiosPlot attribute) (analyzer.postprocessing.basic_histograms.RatioPlot attribute) (analyzer.postprocessing.corrections.CorrectionLibEff attribute) ratio_ylim (analyzer.postprocessing.basic_histograms.ModelPlot attribute) (analyzer.postprocessing.basic_histograms.RatioOfRatiosPlot attribute) (analyzer.postprocessing.basic_histograms.RatioPlot attribute) RatioOfRatiosPlot (class in analyzer.postprocessing.basic_histograms) RatioPlot (class in analyzer.postprocessing.basic_histograms) RawArray (class in analyzer.core.results) RawEventCount (class in analyzer.core.results) RawSelectionFlow (class in analyzer.core.results) rdf (analyzer.core.columns.EventBackend attribute) rebin (analyzer.postprocessing.transforms.hist_transforms.RebinAxes attribute) RebinAxes (class in analyzer.postprocessing.transforms.hist_transforms) record() (analyzer.postprocessing.grouping.GroupingTrace method) (analyzer.postprocessing.grouping.InputTrace method) (analyzer.postprocessing.grouping.SelectTrace method) recordGrouping() (analyzer.postprocessing.grouping.GroupTrace method) recordInput() (analyzer.postprocessing.grouping.GroupTrace method) recordSelect() (analyzer.postprocessing.grouping.GroupTrace method) recordTransform() (analyzer.postprocessing.grouping.GroupTrace method) reduceResults() (in module analyzer.core.executors.dask_exec) reduction_factor (analyzer.core.executors.dask_exec.LocalDaskExecutor attribute) (analyzer.core.executors.dask_exec.LPCCondorDask attribute) REGEX (analyzer.utils.querying.PatternMode attribute) register_module() (in module analyzer.core.analysis_modules) RegularAxis (class in analyzer.modules.common.axis) remap_hlt_prefix (analyzer.modules.common.save_arrays.SaveCols attribute) removeCMSAnnotations() (in module analyzer.postprocessing.plots.annotations) render() (analyzer.core.adl.ADLEmitter method) (analyzer.core.executors.dask_exec.RateColumn method) renderGroup() (in module analyzer.postprocessing.explain) renderSelect() (in module analyzer.postprocessing.explain) renderStatuses() (in module analyzer.cli.result_status) renderSubgroup() (in module analyzer.postprocessing.explain) renderTemplate() (in module analyzer.postprocessing.tex) (in module analyzer.postprocessing.tex.templating) renderTrace() (in module analyzer.postprocessing.explain) replace_none (analyzer.modules.common.histogram_builder.SimpleHistogram attribute) require_all (analyzer.core.analysis_modules.MetadataAnd attribute) require_any (analyzer.core.analysis_modules.MetadataOr attribute) require_not (analyzer.core.analysis_modules.MetadataNot attribute) result (analyzer.cli.browser.ResultViewer attribute) (analyzer.core.executors.executor.CompletedTask attribute) ResultBase (class in analyzer.core.results) ResultBrowser (class in analyzer.cli.browser) ResultGroup (class in analyzer.core.results) ResultIntegrityError ResultProvenance (class in analyzer.core.results) results (analyzer.cli.browser.ResultBrowser attribute) (analyzer.cli.browser.ResultTree attribute) (analyzer.core.results.ResultGroup attribute) ResultSet (in module analyzer.postprocessing.basic_histograms) (in module analyzer.postprocessing.grouping) (in module analyzer.postprocessing.processors) ResultStatus (class in analyzer.core.results) ResultTree (class in analyzer.cli.browser) ResultViewer (class in analyzer.cli.browser) run (analyzer.core.analysis_modules.IsRun attribute) run() (analyzer.core.analysis_modules.AnalyzerModule method) (analyzer.core.analysis_modules.EventSourceModule method) (analyzer.core.analysis_modules.PureResultModule method) (analyzer.core.analyzer.Analyzer method) (analyzer.core.executors.dask_exec.LocalDaskExecutor method) (analyzer.core.executors.dask_exec.LPCCondorDask method) (analyzer.core.executors.Executor method) (analyzer.core.executors.executor.Executor method) (analyzer.core.executors.immediate_exec.ImmediateExecutor method) (analyzer.modules.common.bjet_sf.BJetShapeSF method) (analyzer.modules.common.bquarks.BQuarkMaker method) (analyzer.modules.common.categories.SimpleCategory method) (analyzer.modules.common.column_tools.Concatenate method) (analyzer.modules.common.column_tools.Count method) (analyzer.modules.common.column_tools.PromoteIndex method) (analyzer.modules.common.electrons.ElectronMaker method) (analyzer.modules.common.event_level_corrections.GoldenLumi method) (analyzer.modules.common.event_level_corrections.L1PrefiringSF method) (analyzer.modules.common.event_level_corrections.NoiseFilter method) (analyzer.modules.common.event_level_corrections.PileupSF method) (analyzer.modules.common.event_level_corrections.PosNegGenWeight method) (analyzer.modules.common.gen_matching.VectorMatching method) (analyzer.modules.common.histogram_builder.HistogramBuilder method) (analyzer.modules.common.histogram_builder.SimpleHistogram method) (analyzer.modules.common.hlt_selection.ComplexHLT method) (analyzer.modules.common.hlt_selection.SaveHLT method) (analyzer.modules.common.hlt_selection.SimpleHLT method) (analyzer.modules.common.jets.FilterNear method) (analyzer.modules.common.jets.HT method) (analyzer.modules.common.jets.JetComboHistograms method) (analyzer.modules.common.jets.JetCombos method) (analyzer.modules.common.jets.JetEtaPhiVeto method) (analyzer.modules.common.jets.JetFilter method) (analyzer.modules.common.jets.JetResolutionCorrections method) (analyzer.modules.common.jets.JetScaleCorrections method) (analyzer.modules.common.jets.PileupJetIdSF method) (analyzer.modules.common.jets.TopVecHistograms method) (analyzer.modules.common.jets.VetoMap method) (analyzer.modules.common.jets.VetoMapFilter method) (analyzer.modules.common.load_columns.LoadColumns method) (analyzer.modules.common.muons.MuonMaker method) (analyzer.modules.common.save_arrays.SaveCols method) (analyzer.modules.common.selection.NObjFilter method) (analyzer.modules.common.selection.SelectAllTriggers method) (analyzer.modules.common.selection.SelectOnColumns method) (analyzer.modules.common.skimming.SaveEvents method) (analyzer.modules.singlestop.bnn_trig.MSDCleanerCategory method) (analyzer.modules.singlestop.bnn_trig.MSDCleanerSelection method) (analyzer.modules.singlestop.bnn_trig.TriggerBNN method) (analyzer.modules.singlestop.bnn_trig.TriggerBNNCorrection method) (analyzer.modules.singlestop.nn_reco.NNMassPlots method) (analyzer.modules.singlestop.nn_reco.NNMassReco method) (analyzer.modules.singlestop.selections.VecDRSelection method) (analyzer.modules.singlestop.selections.VecPt method) (analyzer.postprocessing.processors.BasePostprocessor method) (in module analyzer.cli.cli) (in module analyzer.core.executors.dask_exec) run_builder (analyzer.core.analysis_modules.ModuleAddition attribute) run_chunk() (in module analyzer.cli.cli) run_range (analyzer.modules.common.jets.JetEtaPhiVeto attribute) RunBuilder (class in analyzer.core.run_builders) runFromPath() (in module analyzer.core.running) runLint() (in module analyzer.core.linting) runOrCacheMtimePaths() (in module analyzer.utils.caching) runPipelineWithParameters() (analyzer.core.analyzer.Analyzer method) runPostprocessors() (in module analyzer.postprocessing.running) runResults() (in module analyzer.postprocessing.running) runTasks() (in module analyzer.core.running) runWithFinalize() (in module analyzer.core.executors.dask_exec) S Sample (class in analyzer.core.datasets) sample_name (analyzer.core.results.ResultStatus attribute) sample_type (analyzer.core.analysis_modules.IsSampleType attribute) (analyzer.core.datasets.Dataset attribute) samples (analyzer.core.datasets.Dataset 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attribute) (analyzer.modules.common.event_level_corrections.NoiseFilter attribute) (analyzer.modules.common.hlt_selection.ComplexHLT attribute) (analyzer.modules.common.hlt_selection.SimpleHLT attribute) (analyzer.modules.common.jets.JetEtaPhiVeto attribute) (analyzer.modules.common.jets.VetoMap attribute) (analyzer.modules.common.selection.NObjFilter attribute) (analyzer.modules.singlestop.bnn_trig.MSDCleanerSelection attribute) (analyzer.modules.singlestop.selections.VecDRSelection attribute) (analyzer.modules.singlestop.selections.VecPt attribute) selection_names (analyzer.modules.common.selection.SelectOnColumns attribute) SelectionFlow (class in analyzer.core.results) SelectOnColumns (class in analyzer.modules.common.selection) SelectTrace (class in analyzer.postprocessing.grouping) selfkey() (analyzer.core.analysis_modules.BaseAnalyzerModule method) setColumn() (in module analyzer.core.columns) setProcessRate() (analyzer.postprocessing.combine.DataCard method) setProcessSystematic() (analyzer.postprocessing.combine.DataCard method) SetStyle (class in analyzer.postprocessing.transforms.hist_transforms) setup() (analyzer.core.executors.dask_exec.LocalDaskExecutor method) (analyzer.core.executors.dask_exec.LPCCondorDask method) (analyzer.core.executors.Executor method) (analyzer.core.executors.executor.Executor method) (analyzer.postprocessing.running.LoadStyles method) setup_script (analyzer.core.executors.condor_tools.CondorPackage attribute) setupConverter() (in module analyzer.core.serialization) setupLogging() (in module analyzer.logging) should_run (analyzer.core.analysis_modules.BaseAnalyzerModule attribute) (analyzer.modules.common.bjet_sf.BJetShapeSF attribute) (analyzer.modules.common.event_level_corrections.GoldenLumi attribute) (analyzer.modules.common.event_level_corrections.L1PrefiringSF attribute) (analyzer.modules.common.event_level_corrections.PileupSF attribute) (analyzer.modules.common.event_level_corrections.PosNegGenWeight attribute) (analyzer.modules.common.jets.JetResolutionCorrections attribute) (analyzer.modules.common.jets.PileupJetIdSF attribute) (analyzer.modules.common.jets.VetoMap attribute) (analyzer.modules.common.jets.VetoMapFilter attribute) (analyzer.modules.singlestop.bnn_trig.TriggerBNN attribute) (analyzer.modules.singlestop.bnn_trig.TriggerBNNCorrection attribute) (analyzer.postprocessing.transforms.registry.Transform attribute) (analyzer.postprocessing.transforms.Transform attribute) show_stacked_unc (analyzer.postprocessing.basic_histograms.Histogram1D attribute) showResult() (analyzer.cli.browser.ResultViewer method) sigma (analyzer.modules.singlestop.bnn_trig.BNNEnsemble attribute) SignalOnlySysts (class in analyzer.core.run_builders) Significance2D (class in analyzer.postprocessing.aggregate_plots) significance_calculation (analyzer.postprocessing.aggregate_plots.Significance2D attribute) significance_calculation_funcs (in module analyzer.postprocessing.aggregate_plots) 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(analyzer.postprocessing.style.StyleSet attribute) StyleSet (class in analyzer.postprocessing.style) subgroup_traces (analyzer.postprocessing.grouping.GroupTrace attribute) subgroups (analyzer.postprocessing.grouping.GroupBuilder attribute) sum_match_pattern (analyzer.postprocessing.transforms.hist_transforms.SumHistograms attribute) SumHistograms (class in analyzer.postprocessing.transforms.hist_transforms) summary() (analyzer.core.results.Histogram method) (analyzer.core.results.RawArray method) (analyzer.core.results.ResultBase method) (analyzer.core.results.ResultGroup method) (analyzer.core.results.SavedColumns method) (analyzer.core.results.ScalableArray method) (analyzer.core.results.UnscaledHistogram method) suppress_coffea_warnings (analyzer.configuration.GeneralConfig attribute) suppress_xrootd_warnings (analyzer.configuration.GeneralConfig attribute) Systematic (class in analyzer.postprocessing.combine) systematics (analyzer.postprocessing.combine.CombineDatacard attribute) (analyzer.postprocessing.combine.DataCard attribute) systs (analyzer.core.run_builders.LimitSysts attribute) (analyzer.core.run_builders.LimitSystsBackground attribute) T T (in module analyzer.core.serialization) (in module analyzer.postprocessing.grouping) (in module analyzer.postprocessing.transforms.registry) tags (analyzer.core.param_specs.ParameterSpec attribute) tarDirectory() (in module analyzer.utils.file_tools) tarFiles() (in module analyzer.utils.file_tools) target_axis_name (analyzer.postprocessing.transforms.hist_transforms.ABCDTransformer attribute) target_chunk_size (analyzer.core.event_collection.FileChunk attribute) (analyzer.core.event_collection.FileInfo attribute) target_col (analyzer.modules.common.jets.FilterNear attribute) target_final_count (analyzer.core.executors.dask_exec.LocalDaskExecutor attribute) (analyzer.core.executors.dask_exec.LPCCondorDask attribute) teardown() (analyzer.core.executors.Executor method) (analyzer.core.executors.executor.Executor 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(analyzer.core.event_collection.FileSet method) toFileChunks() (analyzer.core.event_collection.FileInfo method) toFileSet() (analyzer.core.event_collection.FileChunk method) toHist() (analyzer.modules.common.axis.Axis method) (analyzer.modules.common.axis.IntegerAxis method) (analyzer.modules.common.axis.RegularAxis method) (analyzer.modules.common.axis.VariableAxis method) TopVecHistograms (class in analyzer.modules.common.jets) torch_jit (analyzer.coffea_patches.torch_wrapper.torch_wrapper attribute) torch_wrapper (class in analyzer.coffea_patches.torch_wrapper) toString() (analyzer.core.adl.ADLBlock method) (analyzer.core.adl.ADLStatement method) total_file_events (analyzer.core.event_collection.FileSet property) toTuples() (in module analyzer.core.param_specs) TrackedColumns (class in analyzer.core.columns) transfer_file_list (analyzer.core.executors.condor_tools.CondorPackage attribute) Transform (class in analyzer.postprocessing.transforms) (class in 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analyzer.modules.common.skimming) use_compression (analyzer.configuration.GeneralConfig attribute) use_regrouped (analyzer.modules.common.jets.JetResolutionCorrections attribute) (analyzer.modules.common.jets.JetScaleCorrections attribute) useKey() (analyzer.core.columns.TrackedColumns method) V validate_numpy_input() (analyzer.coffea_patches.helper.numpy_call_wrapper method) (analyzer.coffea_patches.torch_wrapper.torch_wrapper method) VariableAxis (class in analyzer.modules.common.axis) variation_axis (analyzer.postprocessing.transforms.hist_transforms.NormalizeSystematicByProjection attribute) VecDRSelection (class in analyzer.modules.singlestop.selections) VecPt (class in analyzer.modules.singlestop.selections) VectorMatching (class in analyzer.modules.common.gen_matching) vectors_one_col (analyzer.modules.common.gen_matching.VectorMatching attribute) vectors_two_col (analyzer.modules.common.gen_matching.VectorMatching attribute) venv_path 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(analyzer.modules.common.event_level_corrections.L1PrefiringSF attribute) (analyzer.modules.common.event_level_corrections.PileupSF attribute) (analyzer.modules.common.event_level_corrections.PosNegGenWeight attribute) (analyzer.modules.common.jets.PileupJetIdSF attribute) (analyzer.modules.singlestop.bnn_trig.TriggerBNN attribute) (analyzer.modules.singlestop.bnn_trig.TriggerBNNCorrection attribute) WeightsOnly (class in analyzer.core.run_builders) widget() (analyzer.core.results.ResultBase method) worker_memory (analyzer.core.executors.dask_exec.LocalDaskExecutor attribute) (analyzer.core.executors.dask_exec.LPCCondorDask attribute) worker_timeout (analyzer.core.executors.dask_exec.LPCCondorDask attribute) working_point (analyzer.modules.common.bquarks.BQuarkMaker attribute) (analyzer.modules.common.electrons.ElectronMaker attribute) (analyzer.modules.common.jets.PileupJetIdSF attribute) writeCountingExperimentScript() (in module analyzer.postprocessing.combine) writeDatacard() (in 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