Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W _ __add__() (SelectionResult method) __iadd__() (SelectionResult method) __init__() (ClassPropertyDescriptor method) (SelectionResult method) (Selector method) __new__() (DerivableMeta static method) __setattr__() (DotDict method) __weakref__ (ClassPropertyDescriptor attribute) (Derivable attribute) _name (MockModule attribute) A accepts_scheduler_messages (MLModel property) add() (Route method) add_ak_alias() (in module columnflow.columnar_util) add_ak_aliases() (in module columnflow.columnar_util) add_category() (InferenceModel method) add_parameter() (InferenceModel method) add_parameter_group() (InferenceModel method) add_parameter_to_group() (InferenceModel method) add_process() (InferenceModel method) add_shift_aliases() (in module columnflow.config_util) ak_evaluate() (in module columnflow.calibration.cms.jets) ak_random() (in module columnflow.calibration.util) all_shifts (TaskArrayFunction attribute) allow_empty_categories (CategoriesMixin attribute) allow_empty_datasets (DatasetsProcessesMixin attribute) allow_empty_ml_model (MLModelDataMixin attribute) (MLModelMixin attribute) allow_empty_ml_models (MLModelsMixin attribute) allow_empty_processes (DatasetsProcessesMixin attribute) allow_empty_shift_sources (ShiftSourcesMixin attribute) allow_empty_variables (VariablesMixin attribute) analysis_inst (MLModel attribute) AnalysisTask (class in columnflow.tasks.framework.base) apply() (Route method) ArrayFunction (class in columnflow.columnar_util) ArrayFunction.IOFlag (class in columnflow.columnar_util) ArrayFunction.IOFlagged (class in columnflow.columnar_util) attach_behavior() (in module columnflow.columnar_util) attach_coffea_behavior (class in columnflow.production.util) AUTO (ArrayFunction class attribute) B BaseTask (class in columnflow.tasks.framework.base) BundleExternalFiles (class in columnflow.tasks.external) C CalibrateEvents (class in columnflow.tasks.calibration) CalibrateEventsWrapper (class in columnflow.tasks.calibration) calibrator (CalibratorMixin attribute) Calibrator (class in columnflow.calibration) calibrator() (Calibrator class method) (in module columnflow.calibration) calibrator_inst (CalibratorMixin property) calibrator_insts (CalibratorsMixin property) CalibratorMixin (class in columnflow.tasks.framework.mixins) calibrators (CalibratorsMixin attribute) (MLModelTrainingMixin attribute) CalibratorsMixin (class in columnflow.tasks.framework.mixins) call_force (attach_coffea_behavior attribute) (TaskArrayFunction attribute) call_func (ArrayFunction attribute) call_func() (attach_coffea_behavior method) (jec method) (jec_coffea method) (jer method) (jer_coffea method) (jet_lepton_delta_r_cleaning method) (jets method) (jets_coffea method) (json_filter method) (met_filters method) (met_phi method) call_proc() (in module columnflow.util) call_thread() (in module columnflow.util) categories (CategoriesMixin attribute) categories_repr (CategoriesMixin property) CategoriesMixin (class in columnflow.tasks.framework.mixins) category_spec() (InferenceModel class method) check_finite (CalibrateEvents attribute) (ChunkedIOMixin attribute) check_produced_columns (ArrayFunction class attribute) check_used_columns (ArrayFunction class attribute) chunk (ChunkedIOHandler.ReadResult attribute) chunk_pos (ChunkedIOHandler.ReadResult attribute) ChunkedIOHandler (class in columnflow.columnar_util) ChunkedIOHandler.ChunkPosition (class in columnflow.columnar_util) ChunkedIOHandler.ReadResult (class in columnflow.columnar_util) ChunkedIOHandler.SourceHandler (class in columnflow.columnar_util) ChunkedIOMixin (class in columnflow.tasks.framework.mixins) classproperty() (in module columnflow.util) ClassPropertyDescriptor (class in columnflow.util) cleaning_factory() (in module columnflow.selection.matching) cleanup() (InferenceModel method) close (ChunkedIOHandler.SourceHandler attribute) close() (ChunkedIOHandler method) close_awkward_parquet() (ChunkedIOHandler class method) close_coffea_parquet() (ChunkedIOHandler class method) close_coffea_root() (ChunkedIOHandler class method) close_uproot_root() (ChunkedIOHandler class method) closed (ChunkedIOHandler property) cls_name (Derivable class attribute) column (Route attribute) columnflow.calibration module columnflow.calibration.cms module columnflow.calibration.cms.jets module columnflow.calibration.cms.jets_coffea module columnflow.calibration.cms.met module columnflow.calibration.util module columnflow.columnar_util module columnflow.config_util module columnflow.inference module columnflow.ml module columnflow.plotting module columnflow.production module columnflow.production.util module columnflow.selection module columnflow.selection.cms module columnflow.selection.cms.json_filter module columnflow.selection.cms.met_filters module columnflow.tasks module columnflow.tasks.calibration module columnflow.tasks.cms module columnflow.tasks.external module columnflow.tasks.framework module columnflow.tasks.framework.base module columnflow.tasks.framework.mixins module columnflow.tasks.reduction module columnflow.tasks.selection module columnflow.util module CommandTask (class in columnflow.tasks.framework.base) config_callbacks (InferenceModel attribute) config_inst (InferenceModel attribute) configs (CalibrateEventsWrapper attribute) (MLModelTrainingMixin attribute) ConfigTask (class in columnflow.tasks.framework.base) copy() (Route method) create_branch_map() (DatasetTask method) (MergeReducedEvents method) (MergeSelectionMasks method) (MergeSelectionStats method) create_category_combinations() (in module columnflow.config_util) create_chunk_position() (ChunkedIOHandler class method) create_dependencies() (ArrayFunction method) create_random_name() (in module columnflow.util) create_unique_basename() (BundleExternalFiles class method) D data_only (attach_coffea_behavior attribute) (jec attribute) (jec_coffea attribute) (jer attribute) (jer_coffea attribute) (jet_lepton_delta_r_cleaning attribute) (jets attribute) (jets_coffea attribute) (json_filter attribute) (met_filters attribute) (met_phi attribute) datasets (CalibrateEventsWrapper attribute) (DatasetsProcessesMixin attribute) datasets() (MLModel method) datasets_repr (DatasetsProcessesMixin property) DatasetsProcessesMixin (class in columnflow.tasks.framework.mixins) DatasetTask (class in columnflow.tasks.framework.base) default_categories (CategoriesMixin attribute) default_collections (util attribute) default_variables (VariablesMixin attribute) deferred_init() (ArrayFunction method) deps (ArrayFunction attribute) deps_kwargs (ArrayFunction attribute) Derivable (class in columnflow.util) DerivableMeta (class in columnflow.util) derive() (DerivableMeta method) derived_by() (DerivableMeta method) dev_sandbox() (in module columnflow.util) dict_add_strict() (in module columnflow.util) DotDict (class in columnflow.util) E EMPTY_FLOAT (columnar_util attribute) EMPTY_INT (columnar_util attribute) ensure_dir() (in module columnflow.util) ensure_proxy() (in module columnflow.util) entry_start (ChunkedIOHandler.ChunkPosition attribute) entry_stop (ChunkedIOHandler.ChunkPosition attribute) env_is_dev (util attribute) env_is_remote (util attribute) eval_item() (in module columnflow.columnar_util) evaluate() (MLModel method) events_used_in_training() (MLModelMixinBase method) EventWeightMixin (class in columnflow.tasks.framework.mixins) exclude_index (CalibrateEvents attribute) (CalibrateEventsWrapper attribute) (CalibratorMixin attribute) (CalibratorsMixin attribute) (CategoriesMixin attribute) (ChunkedIOMixin attribute) (DatasetsProcessesMixin attribute) (EventWeightMixin attribute) (InferenceModelMixin attribute) (MLModelDataMixin attribute) (MLModelMixin attribute) (MLModelMixinBase attribute) (MLModelsMixin attribute) (MLModelTrainingMixin attribute) (ProducerMixin attribute) (ProducersMixin attribute) (SelectorMixin attribute) (SelectorStepsMixin attribute) (ShiftSourcesMixin attribute) (VariablesMixin attribute) exclude_params_branch (CalibrateEvents attribute) exclude_params_htcondor_workflow (CalibrateEvents attribute) exclude_params_index (CalibrateEvents attribute) (CalibrateEventsWrapper attribute) (CalibratorMixin attribute) (CalibratorsMixin attribute) (CategoriesMixin attribute) (ChunkedIOMixin attribute) (DatasetsProcessesMixin attribute) (EventWeightMixin attribute) (InferenceModelMixin attribute) (MLModelDataMixin attribute) (MLModelMixin attribute) (MLModelMixinBase attribute) (MLModelsMixin attribute) (MLModelTrainingMixin attribute) (ProducerMixin attribute) (ProducersMixin attribute) (SelectorMixin attribute) (SelectorStepsMixin attribute) (ShiftSourcesMixin attribute) (VariablesMixin attribute) exclude_params_remote_workflow (CalibrateEvents attribute) exclude_params_repr (CalibrateEvents attribute) (CalibrateEventsWrapper attribute) (CalibratorMixin attribute) (CalibratorsMixin attribute) (CategoriesMixin attribute) (ChunkedIOMixin attribute) (DatasetsProcessesMixin attribute) (EventWeightMixin attribute) (InferenceModelMixin attribute) (MLModelDataMixin attribute) (MLModelMixin attribute) (MLModelMixinBase attribute) (MLModelsMixin attribute) (MLModelTrainingMixin attribute) (ProducerMixin attribute) (ProducersMixin attribute) (SelectorMixin attribute) (SelectorStepsMixin attribute) (ShiftSourcesMixin attribute) (VariablesMixin attribute) exclude_params_repr_empty (CalibrateEvents attribute) (CalibrateEventsWrapper attribute) (CalibratorMixin attribute) (CalibratorsMixin attribute) (CategoriesMixin attribute) (ChunkedIOMixin attribute) (DatasetsProcessesMixin attribute) (EventWeightMixin attribute) (InferenceModelMixin attribute) (MLModelDataMixin attribute) (MLModelMixin attribute) (MLModelMixinBase attribute) (MLModelsMixin attribute) (MLModelTrainingMixin attribute) (ProducerMixin attribute) (ProducersMixin attribute) (SelectorMixin attribute) (SelectorStepsMixin attribute) (ShiftSourcesMixin attribute) (VariablesMixin attribute) exclude_params_req (CalibrateEvents attribute) (CalibrateEventsWrapper attribute) (CalibratorMixin attribute) (CalibratorsMixin attribute) (CategoriesMixin attribute) (ChunkedIOMixin attribute) (DatasetsProcessesMixin attribute) (EventWeightMixin attribute) (InferenceModelMixin attribute) (MLModelDataMixin attribute) (MLModelMixin attribute) (MLModelMixinBase attribute) (MLModelsMixin attribute) (MLModelTrainingMixin attribute) (ProducerMixin attribute) (ProducersMixin attribute) (SelectorMixin attribute) (SelectorStepsMixin attribute) (ShiftSourcesMixin attribute) (VariablesMixin attribute) exclude_params_req_get (CalibrateEvents attribute) (CalibrateEventsWrapper attribute) (CalibratorMixin attribute) (CalibratorsMixin attribute) (CategoriesMixin attribute) (ChunkedIOMixin attribute) (DatasetsProcessesMixin attribute) (EventWeightMixin attribute) (InferenceModelMixin attribute) (MLModelDataMixin attribute) (MLModelMixin attribute) (MLModelMixinBase attribute) (MLModelsMixin attribute) (MLModelTrainingMixin attribute) (ProducerMixin attribute) (ProducersMixin attribute) (SelectorMixin attribute) (SelectorStepsMixin attribute) (ShiftSourcesMixin attribute) (VariablesMixin attribute) exclude_params_req_set (CalibrateEvents attribute) (CalibrateEventsWrapper attribute) (CalibratorMixin attribute) (CalibratorsMixin attribute) (CategoriesMixin attribute) (ChunkedIOMixin attribute) (DatasetsProcessesMixin attribute) (EventWeightMixin attribute) (InferenceModelMixin attribute) (MLModelDataMixin attribute) (MLModelMixin attribute) (MLModelMixinBase attribute) (MLModelsMixin attribute) (MLModelTrainingMixin attribute) (ProducerMixin attribute) (ProducersMixin attribute) (SelectorMixin attribute) (SelectorStepsMixin attribute) (ShiftSourcesMixin attribute) (VariablesMixin attribute) exclude_params_sandbox (CalibrateEvents attribute) (CalibrateEventsWrapper attribute) (CalibratorMixin attribute) (CalibratorsMixin attribute) (CategoriesMixin attribute) (ChunkedIOMixin attribute) (DatasetsProcessesMixin attribute) (EventWeightMixin attribute) (InferenceModelMixin attribute) (MLModelDataMixin attribute) (MLModelMixin attribute) (MLModelMixinBase attribute) (MLModelsMixin attribute) (MLModelTrainingMixin attribute) (ProducerMixin attribute) (ProducersMixin attribute) (SelectorMixin attribute) (SelectorStepsMixin attribute) (ShiftSourcesMixin attribute) (VariablesMixin attribute) exclude_params_slurm_workflow (CalibrateEvents attribute) exclude_params_workflow (CalibrateEvents attribute) expand_path() (in module columnflow.util) expand_shift_sources() (ShiftSourcesMixin class method) F fields (Route attribute) file_merging (MergeReducedEventsUser property) file_merging_factor (DatasetTask property) file_names (BundleExternalFiles property) files_hash (BundleExternalFiles property) find_config_objects() (AnalysisTask class method) flat_np_view() (in module columnflow.columnar_util) flatten_ak_array() (in module columnflow.columnar_util) folds (MLModel class attribute) FunctionArgs (class in columnflow.util) G get_ak_routes() (in module columnflow.columnar_util) get_basenames() (in module columnflow.calibration.cms.jets_coffea) get_calibrator_inst() (CalibratorMixin class method) get_calibrator_insts() (CalibratorsMixin class method) get_categories() (InferenceModel method) get_categories_with_parameter() (InferenceModel method) get_categories_with_process() (InferenceModel method) get_category() (InferenceModel method) get_cls() (DerivableMeta method) get_dataset_lfns_dasgoclient() (GetDatasetLFNs method) get_dependencies() (ArrayFunction method) get_evaluators() (in module columnflow.calibration.cms.jets) get_groups_with_parameter() (InferenceModel method) get_inference_model_inst() (InferenceModelMixin class method) get_jec_config (jets attribute) get_jec_config() (jec method) get_jec_file (jets attribute) get_jec_file() (jec method) get_jer_config (jets attribute) get_jer_config() (jer method) get_jer_file (jets attribute) get_jer_file() (jer method) get_known_shifts() (AnalysisTask class method) (CalibratorMixin class method) (CalibratorsMixin class method) (DatasetsProcessesMixin class method) (DatasetTask class method) (EventWeightMixin class method) (ProducerMixin class method) (ProducersMixin class method) (SelectorMixin class method) get_lookup_provider() (in module columnflow.calibration.cms.jets_coffea) get_lumi_file() (json_filter method) get_met_config() (met_phi method) get_met_file() (met_phi method) get_met_filters() (met_filters method) get_ml_model_inst() (MLModelMixinBase class method) get_parameter() (InferenceModel method) get_parameter_group() (InferenceModel method) get_parameter_groups() (InferenceModel method) get_parameters() (InferenceModel method) get_process() (InferenceModel method) get_processes() (InferenceModel method) get_processes_with_parameter() (InferenceModel method) get_producer_inst() (ProducerMixin class method) get_producer_insts() (ProducersMixin class method) get_root_processes_from_campaign() (in module columnflow.config_util) get_scheduler_messages() (MLModel method) get_selector_inst() (SelectorMixin class method) get_shifts_from_sources() (in module columnflow.config_util) get_source_code() (in module columnflow.util) get_source_handler() (ChunkedIOHandler class method) GetDatasetLFNs (class in columnflow.tasks.external) GetDatasetLFNsWrapper (class in columnflow.tasks.external) H has_ak_column() (in module columnflow.columnar_util) has_category() (InferenceModel method) has_cls() (DerivableMeta method) has_parameter() (InferenceModel method) has_parameter_group() (InferenceModel method) has_process() (InferenceModel method) htcondor_destination_info() (DatasetTask method) I import_file() (in module columnflow.util) import_plt() (in module columnflow.util) import_ROOT() (in module columnflow.util) index (ChunkedIOHandler.ChunkPosition attribute) inference_model (InferenceModelMixin attribute) inference_model() (in module columnflow.inference) (InferenceModel class method) InferenceModel (class in columnflow.inference) InferenceModel.YamlDumper (class in columnflow.inference) InferenceModelMixin (class in columnflow.tasks.framework.mixins) init() (ArrayFunction class method) init_func() (jec method) (jec_coffea method) (jer method) (jer_coffea method) (jets method) (jets_coffea method) (met_filters method) insert_after() (InsertableDict method) insert_before() (InsertableDict method) InsertableDict (class in columnflow.columnar_util) instantiate_dependency() (ArrayFunction method) (TaskArrayFunction method) io_flag (ArrayFunction.IOFlagged attribute) is_pattern() (in module columnflow.util) is_regex() (in module columnflow.util) iter_chunked_io() (ChunkedIOMixin method) iter_nano_files() (GetDatasetLFNs method) iter_parameters() (InferenceModel method) iter_processes() (InferenceModel method) J jec (class in columnflow.calibration.cms.jets) jec_coffea (class in columnflow.calibration.cms.jets_coffea) jer (class in columnflow.calibration.cms.jets) jer_coffea (class in columnflow.calibration.cms.jets_coffea) jet_lepton_delta_r_cleaning (class in columnflow.selection.matching) jets (class in columnflow.calibration.cms.jets) jets_coffea (class in columnflow.calibration.cms.jets_coffea) join() (Route class method) join_multi_variable() (VariablesMixin class method) join_nano() (Route class method) json_filter (class in columnflow.selection.cms.json_filter) K keep_routes (RouteFilter attribute) L layout_ak_array() (in module columnflow.columnar_util) local_path() (AnalysisTask method) local_target() (AnalysisTask method) M mandatory_coffea_columns (columnar_util attribute) max_chunk_size (ChunkedIOHandler.ChunkPosition attribute) maybe_import() (in module columnflow.util) mc_only (attach_coffea_behavior attribute) (jec attribute) (jec_coffea attribute) (jer attribute) (jer_coffea attribute) (jet_lepton_delta_r_cleaning attribute) (jets attribute) (jets_coffea attribute) (json_filter attribute) (met_filters attribute) (met_phi attribute) merge_counts() (MergeSelectionStats class method) MergeReducedEvents (class in columnflow.tasks.reduction) MergeReducedEventsUser (class in columnflow.tasks.reduction) MergeReducedEventsWrapper (class in columnflow.tasks.reduction) MergeReductionStats (class in columnflow.tasks.reduction) MergeReductionStatsWrapper (class in columnflow.tasks.reduction) MergeSelectionMasks (class in columnflow.tasks.selection) MergeSelectionMasksWrapper (class in columnflow.tasks.selection) MergeSelectionStats (class in columnflow.tasks.selection) MergeSelectionStatsWrapper (class in columnflow.tasks.selection) met_filters (class in columnflow.selection.cms.met_filters) met_phi (class in columnflow.calibration.cms.met) ml_model (MLModelMixin attribute) (MLModelMixinBase attribute) ml_models (MLModelsMixin attribute) MLModel (class in columnflow.ml) MLModelDataMixin (class in columnflow.tasks.framework.mixins) MLModelMixin (class in columnflow.tasks.framework.mixins) MLModelMixinBase (class in columnflow.tasks.framework.mixins) MLModelsMixin (class in columnflow.tasks.framework.mixins) MLModelTrainingMixin (class in columnflow.tasks.framework.mixins) MockModule (class in columnflow.util) model (InferenceModel attribute) model_spec() (InferenceModel class method) modify_param_values() (AnalysisTask class method) (ShiftTask class method) module columnflow.calibration columnflow.calibration.cms columnflow.calibration.cms.jets columnflow.calibration.cms.jets_coffea columnflow.calibration.cms.met columnflow.calibration.util columnflow.columnar_util columnflow.config_util columnflow.inference columnflow.ml columnflow.plotting columnflow.production columnflow.production.util columnflow.selection columnflow.selection.cms columnflow.selection.cms.json_filter columnflow.selection.cms.met_filters columnflow.tasks columnflow.tasks.calibration columnflow.tasks.cms columnflow.tasks.external columnflow.tasks.framework columnflow.tasks.framework.base columnflow.tasks.framework.mixins columnflow.tasks.reduction columnflow.tasks.selection columnflow.util N n_chunks (ChunkedIOHandler property) name (InferenceModel attribute) nano_column (Route attribute) nominal_only (attach_coffea_behavior attribute) (jec attribute) (jec_coffea attribute) (jer attribute) (jer_coffea attribute) (jet_lepton_delta_r_cleaning attribute) (jets attribute) (jets_coffea attribute) (json_filter attribute) (met_filters attribute) (met_phi attribute) O open (ChunkedIOHandler.SourceHandler attribute) open() (ChunkedIOHandler method) open_awkward_parquet() (ChunkedIOHandler class method) open_coffea_parquet() (ChunkedIOHandler class method) open_coffea_root() (ChunkedIOHandler class method) open_model() (MLModel method) open_uproot_root() (ChunkedIOHandler class method) output() (CalibrateEvents method) (MergeReductionStats method) (MLModel method) (ReduceEvents method) (SelectEvents method) output_collection_cls (AnalysisTask attribute) OutputLocation (class in columnflow.tasks.framework.base) P parameter_group_spec() (InferenceModel class method) parameter_pairs() (MLModel method) parameter_spec() (InferenceModel class method) parameters (MLModel attribute) ParameterTransformation (class in columnflow.inference) ParameterTransformations (class in columnflow.inference) ParameterType (class in columnflow.inference) pattern_matcher() (in module columnflow.util) pop() (Route method) pprint() (InferenceModel method) primes (util attribute) process_spec() (InferenceModel class method) processes (DatasetsProcessesMixin attribute) processes_repr (DatasetsProcessesMixin property) produced_columns (MLModel attribute) Producer (class in columnflow.production) producer (ProducerMixin attribute) producer() (Producer class method) producer_inst (ProducerMixin property) producer_insts (ProducersMixin property) ProducerMixin (class in columnflow.tasks.framework.mixins) producers (MLModelTrainingMixin attribute) (ProducersMixin attribute) ProducersMixin (class in columnflow.tasks.framework.mixins) PRODUCES (ArrayFunction class attribute) produces (ArrayFunction class attribute) (jec attribute) (jec_coffea attribute) (jer attribute) (jer_coffea attribute) (jets attribute) (jets_coffea attribute) (met_phi attribute) produces() (MLModel method) produces_instances (ArrayFunction attribute) propagate_met (jec attribute) (jec_coffea attribute) (jer attribute) (jer_coffea attribute) (jets attribute) (jets_coffea attribute) propagate_met() (in module columnflow.calibration.util) Q queue() (ChunkedIOHandler method) R raise_if_not_finite() (ChunkedIOMixin class method) read (ChunkedIOHandler.SourceHandler attribute) read_awkward_parquet() (ChunkedIOHandler class method) read_coffea_parquet() (ChunkedIOHandler class method) read_coffea_root() (ChunkedIOHandler class method) read_uproot_root() (ChunkedIOHandler class method) real_path() (in module columnflow.util) reduce_shifts() (ShiftSourcesMixin class method) ReduceEvents (class in columnflow.tasks.reduction) ReduceEventsWrapper (class in columnflow.tasks.reduction) register_calibrator_shifts (CalibrateEvents attribute) (CalibratorMixin attribute) register_calibrators_shifts (CalibratorsMixin attribute) register_producer_shifts (ProducerMixin attribute) register_producers_shifts (ProducersMixin attribute) register_selector_shifts (SelectorMixin attribute) remove_ak_column() (in module columnflow.columnar_util) remove_category() (InferenceModel method) remove_dangling_parameters_from_groups() (InferenceModel method) remove_empty_categories() (InferenceModel method) remove_empty_parameter_groups() (InferenceModel method) remove_parameter() (InferenceModel method) remove_parameter_from_groups() (InferenceModel method) remove_parameter_group() (InferenceModel method) remove_process() (InferenceModel method) remove_routes (RouteFilter attribute) req_params() (AnalysisTask class method) (CalibratorMixin class method) (CalibratorsMixin class method) (InferenceModelMixin class method) (MLModelMixinBase class method) (MLModelsMixin class method) (ProducerMixin class method) (ProducersMixin class method) (SelectorMixin class method) (SelectorStepsMixin class method) reqs (CalibrateEvents attribute) require_shapes_for_parameter() (InferenceModel class method) Requirements (class in columnflow.tasks.framework.base) requires() (CalibrateEvents method) (CalibrateEventsWrapper method) (GetDatasetLFNsWrapper method) (MergeReducedEventsWrapper method) (MergeReductionStats method) (MergeReductionStatsWrapper method) (MergeSelectionMasksWrapper method) (MergeSelectionStatsWrapper method) (MLModel method) (ReduceEvents method) (ReduceEventsWrapper method) (SelectEvents method) (SelectEventsWrapper method) (TaskArrayFunction class method) requires_func() (jec method) (jec_coffea method) (jer method) (jer_coffea method) (json_filter method) (met_phi method) resolve_calibrators() (MLModelTrainingMixin class method) resolve_config_default() (AnalysisTask class method) resolve_config_default_and_groups() (AnalysisTask class method) resolve_param_values() (CalibratorMixin class method) (CalibratorsMixin class method) (CategoriesMixin class method) (DatasetsProcessesMixin class method) (GetDatasetLFNs class method) (InferenceModelMixin class method) (MLModelMixin class method) (MLModelsMixin class method) (MLModelTrainingMixin class method) (ProducerMixin class method) (ProducersMixin class method) (SelectorMixin class method) (SelectorStepsMixin class method) (ShiftSourcesMixin class method) (VariablesMixin class method) resolve_producers() (MLModelTrainingMixin class method) resolve_selectors() (MLModelTrainingMixin class method) reverse() (Route method) Route (class in columnflow.columnar_util) RouteFilter (class in columnflow.columnar_util) run() (BundleExternalFiles method) (CalibrateEvents method) (CommandTask method) (GetDatasetLFNs method) (MergeReductionStats method) (MergeSelectionStats method) (ReduceEvents method) (SelectEvents method) run_requires() (TaskArrayFunction method) run_setup() (TaskArrayFunction method) S safe_div() (in module columnflow.util) sandbox (AnalysisTask attribute) (CalibrateEvents attribute) (GetDatasetLFNs property) (TaskArrayFunction attribute) sandbox() (MLModel method) scale_process() (InferenceModel method) SelectEvents (class in columnflow.tasks.selection) SelectEventsWrapper (class in columnflow.tasks.selection) SelectionResult (class in columnflow.selection) Selector (class in columnflow.selection) selector (SelectorMixin attribute) selector() (Selector class method) selector_inst (SelectorMixin property) selector_steps (SelectorStepsMixin attribute) selector_steps_order_sensitive (SelectorStepsMixin attribute) SelectorMixin (class in columnflow.tasks.framework.mixins) selectors (MLModelTrainingMixin attribute) SelectorStepsMixin (class in columnflow.tasks.framework.mixins) set_ak_column() (in module columnflow.columnar_util) setup() (MLModel method) (TaskArrayFunction class method) setup_func (TaskArrayFunction attribute) setup_func() (jec method) (jec_coffea method) (jer method) (jer_coffea method) (json_filter method) (met_phi method) shift_sources (ShiftSourcesMixin attribute) shift_sources_repr (ShiftSourcesMixin property) shifts (CalibrateEventsWrapper attribute) (TaskArrayFunction class attribute) shifts_instances (TaskArrayFunction attribute) shifts_only (attach_coffea_behavior attribute) (jec attribute) (jec_coffea attribute) (jer attribute) (jer_coffea attribute) (jet_lepton_delta_r_cleaning attribute) (jets attribute) (jets_coffea attribute) (json_filter attribute) (met_filters attribute) (met_phi attribute) ShiftSourcesMixin (class in columnflow.tasks.framework.mixins) ShiftTask (class in columnflow.tasks.framework.base) single_config (MLModel class attribute) single_output() (GetDatasetLFNs method) skip() (ArrayFunction class method) skip_configs (CalibrateEventsWrapper attribute) skip_datasets (CalibrateEventsWrapper attribute) skip_func() (jer_coffea method) skip_shifts (CalibrateEventsWrapper attribute) sort_ak_fields() (in module columnflow.columnar_util) sorted_ak_to_parquet() (in module columnflow.columnar_util) split() (Route class method) split_multi_variable() (VariablesMixin class method) split_nano() (Route class method) store_name (MLModel class attribute) store_parts() (AnalysisTask method) (CalibratorMixin method) (CalibratorsMixin method) (ConfigTask method) (DatasetTask method) (InferenceModelMixin method) (MLModelDataMixin method) (MLModelMixin method) (MLModelsMixin method) (MLModelTrainingMixin method) (ProducerMixin method) (ProducersMixin method) (SelectorMixin method) (SelectorStepsMixin method) (ShiftTask method) string_column (Route attribute) string_nano_column (Route attribute) T target() (AnalysisTask method) task_namespace (BaseTask attribute) TaskArrayFunction (class in columnflow.columnar_util) test_float() (in module columnflow.util) to_ak() (SelectionResult method) to_yaml() (InferenceModel method) train() (MLModel method) training_calibrators() (MLModel method) training_configs() (MLModel method) training_producers() (MLModel method) training_selector() (MLModel method) type (ChunkedIOHandler.SourceHandler attribute) U uncertainty_sources (jec attribute) (jec_coffea attribute) UNSET (util attribute) update_ak_array() (in module columnflow.columnar_util) update_wrapper_params() (CalibrateEventsWrapper method) used_columns (MLModel attribute) used_datasets (MLModel attribute) USES (ArrayFunction class attribute) uses (ArrayFunction class attribute) (jec attribute) (jec_coffea attribute) (jer attribute) (jer_coffea attribute) (jet_lepton_delta_r_cleaning attribute) (jets attribute) (jets_coffea attribute) (json_filter attribute) (met_filters attribute) (met_phi attribute) uses() (MLModel method) uses_instances (ArrayFunction attribute) V variables (VariablesMixin attribute) variables_repr (VariablesMixin property) VariablesMixin (class in columnflow.tasks.framework.mixins) version (BundleExternalFiles attribute) (GetDatasetLFNs attribute) (GetDatasetLFNsWrapper attribute) W wget() (in module columnflow.util) wlcg_path() (AnalysisTask method) wlcg_target() (AnalysisTask method) workflow_requires() (CalibrateEvents method) (ReduceEvents method) (SelectEvents method) wrap() (DotDict class method) wrapped (ArrayFunction.IOFlagged attribute) wrapper_factory() (in module columnflow.tasks.framework.base)