Index

A

ab() (causmos.causmos_model.Causmos method) ab_diff() (causmos.causmos_model.Causmos method) ab_diff_continuous() (causmos.causmos_model.Causmos method) ab_diff_panel() (causmos.causmos_model.Causmos method) ab_tot() (causmos.causmos_model.Causmos method) ab_tot_diff() (causmos.causmos_model.Causmos method) ab_tot_diff_continuous() (causmos.causmos_model.Causmos method) ab_tot_diff_panel() (causmos.causmos_model.Causmos method) abort() (tql.query.Query method) abortById() (tql.query.Query static method) ABS() built-in function ACOS() built-in function Activity (class in lethe.config_objects) activity_features() (in module lethe.configs.demo_set) (in module lethe.configs.reasonably_rich) activity_shape() (in module lethe.configs.demo_set) (in module lethe.configs.reasonably_rich) add_feature() (tql.modeling.publishedmodel.RowVector method) add_lambda() (in module tql.expression_utils) add_meta_feature() (tql.modeling.publishedmodel.RowVector method) add_test_case() (tql.modeling.publishedmodel.ModelEstimate method) affects (lethe.config_objects.Interaction property) AG_MAX() built-in function

AG_MIN() built-in function all() (tql.timelines.Project static method) ALL_EVENTS() built-in function analyze() (tql.timeseries.TimeSeries method) AND() built-in function annotate_columns() (tql.timeseries.TimeSeries method) as_variable() (in module tql.expression_utils) ASIN() built-in function assert_tql_resultset_generated() (causmos.tests.test_causmos_model.CausmosModelTest method) astimezone() (causmos.tests.test_causmos_model.CausmosModelTest.datetime method) ATAN() built-in function attributes() (causmos.event_group.EventGroup method) auction() (in module lethe.configs.abpp) (in module lethe.configs.demo_set) (in module lethe.configs.og) (in module lethe.configs.reasonably_rich) (in module lethe.core) AVG() built-in function

B

base_config() (in module lethe.config) baseline() (causmos.causmos_model.Causmos method) BootstrapConf (class in tql.modeling) (class in tql.modeling.h2o.estimator) BUCKET() built-in function build_acheron_1() (in module tql.demo_projects) build_acheron_2() (in module tql.demo_projects) build_lethe_3() (in module tql.demo_projects) build_lethe_4() (in module tql.demo_projects) build_timelines() (tql.timelines.Project method) build_training_data() (in module lethe.lethe) builder() (lethe.util.TimeFeature class method) built-in function ABS() ACOS() AG_MAX() AG_MIN() ALL_EVENTS() AND() ASIN() ATAN() AVG() BUCKET() CAUSAL_EFFECT() CAUSAL_EFFECT_ENSEMBLE() CBRT() CDF() CEIL() COALESCE() CONCAT() CONCAT_WS() COS() COSH() COUNT_UNIQ() DATA_SUFFICIENT_RATE() DATE() DATE_FLOOR() DATETIME() DAY_OF_WEEK() ENUM_BUCKET() EVENT_VAR() EXP() EXPM1() EXTRACT_DOMAIN() FILTER() FIRST_EVENT() FLATTEN() FLOOR() FROM_UNIXTIME() GET_PROPERTY() GLOBAL_VAR() HASH() ICDF() IF() IFRETURN() INT32() JSON() JSON_FROM_LIST() JSON_MAP_VALUE() JSON_TO_MAP() LAST_EVENT() LIST() LIST_REVERSE() LIST_TO_MAP() LIST_VALUE() LOG() LOG10() LOG1P() LOG2() LOWER() MAP() MAP_EXTRACT() MAP_TO_LIST() MAP_VALUE() MAX() MAX_NS() MD5() MD5_LONG() MD5_MOD() MILLIS() MIN() MIN_NS() ML_BIN() MOE() MONOTONICALLY_INCREASING_ID() NATLOG() NEXT_EVENT() NEXTDOWN() NEXTUP() NOT() NOW() OR() PARSE_KERNEL() PARSE_KERNELS() PDF() PI() POISSON_RANDOM() POW() PREDICT() PREDICT_ENSEMBLE() PREVIOUS_EVENT() RANDOM() RANGE() REDUCE() REGEX_EXTRACT() REGEX_EXTRACT_ALL() REGEX_REPLACE() REPLACE_BLACKLIST() RNG() ROUND() SAMPLE() SAMPLE_BETA() SET_PROPERTY() SIN() SINH() SIZE() SORT() SQRT() STDEV() STRING_SPLIT() SUM() SUM_OPPORTUNITIES() TAN() TANH() TAU() TIC() TIMELINE_VAR() TO_DATETIME() TO_DOUBLE() TO_INT() TO_STRING() TOC() TODEGREES() TORADIANS() ULP() UPPER() VAR() YEAR()

C

Cap (class in lethe.config_objects) capped() (lethe.util.FrequencyCapper method) capped_impressions() (lethe.util.FrequencyCapper method) categorical() (in module causmos) (in module tql) (in module tql.column) CAUSAL_EFFECT() built-in function CAUSAL_EFFECT_ENSEMBLE() built-in function causal_effects_conf() (tql.modeling.publishedmodel.PublishedModel method) CausalEffectsConf (class in tql.modeling.publishedmodel) causmos module Causmos (class in causmos.causmos_model) causmos() (in module causmos) (in module causmos.causmos_model) causmos.causmos_model module causmos.event_group module causmos.globals module causmos.tests module causmos.tests.test_causmos_model module causmos.tests.test_causmos_quickstart module causmos.tests.test_causmos_sampling module causmos.tests.test_validation module causmos.validation module CausmosModelTest (class in causmos.tests.test_causmos_model) CausmosModelTest.datetime (class in causmos.tests.test_causmos_model) CBRT() built-in function CDF() built-in function CEIL() built-in function close() (lethe.storage.TmpBackedFile method) cluster_by() (causmos.causmos_model.Causmos method) cluster_multiplier() (in module tql.modeling.h2o.utilities) COALESCE() built-in function Coefficient (class in tql.modeling.publishedmodel) coefficient (lethe.config_objects.VCO property) coefficients() (tql.modeling.h2o.estimator.H2OModelSummary method) col() (in module causmos) (in module tql) (in module tql.column)

Column (class in tql.column) column_metrics() (tql.resultset.ResultSetMetrics method) column_names() (tql.resultset.ResultSet method) column_value_metrics() (tql.resultset.ResultSetMetrics method) ColumnFilters (class in tql.column) columns() (tql.resultset.Partition method) (tql.resultset.ResultSet method) combine() (causmos.tests.test_causmos_model.CausmosModelTest.datetime method) compute_column_ratios() (in module tql.modeling.h2o.utilities) compute_model_metrics() (in module tql.modeling.h2o.utilities) CONCAT() built-in function CONCAT_WS() built-in function config_from_build_py() (in module lethe.config_objects) constant (lethe.config_objects.FBVM property) constant() (in module causmos) (in module tql) (in module tql.columnset) constant_draw() (in module lethe.config_objects) Continuous (class in causmos.causmos_model) continuous() (causmos.causmos_model.Causmos method) continuous_rescale() (causmos.causmos_model.Continuous method) CONTINUOUS_RESPONSES (tql.modeling.h2o.estimator.H2OEstimator attribute) (tql.modeling.H2OEstimator attribute) CopulaCorrelator (class in lethe.util) copy() (tql.column.Column method) (tql.column.FeatureColumn method) (tql.query.Query method) corr2d() (lethe.util.CopulaCorrelator static method) correlation (lethe.config_objects.Activity property) COS() built-in function COSH() built-in function COUNT_UNIQ() built-in function create_acheron2_time_series() (in module tql.demo_projects) create_acheron_time_series() (in module tql.demo_projects) create_causmos() (causmos.tests.test_causmos_model.CausmosModelTest method) create_intervention() (causmos.tests.test_causmos_model.CausmosModelTest method) create_lethe_time_series() (in module tql.demo_projects) create_mojo() (in module tql.modeling.h2o.utilities) create_opportunity() (causmos.tests.test_causmos_model.CausmosModelTest method) create_outcome() (causmos.tests.test_causmos_model.CausmosModelTest method) create_project() (in module causmos) (in module tql) (in module tql.timelines) create_timeseries() (in module causmos) (in module tql) (in module tql.timeseries) create_treatment() (causmos.tests.test_causmos_model.CausmosModelTest method) Cross (class in causmos.causmos_model) cross() (causmos.causmos_model.Causmos method) ctime() (causmos.tests.test_causmos_model.CausmosModelTest.datetime method)

D

daily() (causmos.causmos_model.Panel method) daily_distribution (lethe.config_objects.Activity property) data_path() (tql.resultset.Partition method) DATA_SUFFICIENT_RATE() built-in function dataframe() (tql.query.Query method) (tql.resultset.Partition method) (tql.resultset.ResultSet method) DATE() built-in function date() (causmos.tests.test_causmos_model.CausmosModelTest.datetime method) DATE_FLOOR() built-in function DATETIME() built-in function DAY_OF_WEEK() built-in function daypart_index() (in module lethe.util) debug() (tql.resultset.ResultSetMetrics method) debugger() (in module causmos) (in module tql) (in module tql.expression_debugger) (tql.column.Column method) (tql.query.Query method) dedup() (causmos.event_group.EventGroup method) default_partition() (tql.resultset.ResultSet method) delay_distribution (lethe.config_objects.Incrementality property)

delete() (tql.modeling.publishedmodel.PublishedModel method) (tql.timelines.Project method) delete_udf() (in module causmos) (in module tql) (in module tql.udf) describe() (causmos.event_group.EventGroup method) (tql.modeling.publishedmodel.PublishedModel method) (tql.opportunity_conf.OpportunityConf method) (tql.query.Query method) (tql.sampling.SamplingConf method) describe_project() (in module causmos) (in module tql) description() (tql.timelines.Project method) diff_in_diff() (causmos.causmos_model.Causmos method) diff_in_diff_continuous() (causmos.causmos_model.Causmos method) diff_in_diff_panel() (causmos.causmos_model.Causmos method) disable_model() (tql.modeling.publishedmodel.PublishedModel method) disable_prefixes() (tql.modeling.publishedmodel.PublishedModel method) DISCRETE_RESPONSES (tql.modeling.h2o.estimator.H2OEstimator attribute) (tql.modeling.H2OEstimator attribute) DiscretePanel (class in causmos.causmos_model) downsample_by() (tql.query.Query method) drop_project() (in module causmos) (in module tql) (in module tql.timelines) dropped_expanded_columns() (tql.resultset.ResultSetMetrics method) dst() (causmos.tests.test_causmos_model.CausmosModelTest.datetime method) dynamics() (causmos.event_group.EventGroup method)

E

empty_typed_frame() (in module lethe.util) enable_prefixes() (tql.modeling.publishedmodel.PublishedModel method) ENUM_BUCKET() built-in function evaluate() (lethe.util.GhostBidder method) event_metadata() (in module causmos) (in module tql) (in module tql.columnset) event_runtime() (tql.resultset.ResultSetMetrics method) event_time() (in module causmos) (in module tql) (in module tql.columnset) EVENT_VAR() built-in function

event_var() (tql.query.Query method) event_vars() (tql.query.Query method) EventGroup (class in causmos.event_group) EXP() built-in function EXPM1() built-in function expression_compile_errors() (tql.resultset.ResultSetMetrics method) expression_timing_stats() (tql.resultset.ResultSetMetrics method) extend_config() (in module lethe.config) external_timelines() (tql.query.Query method) EXTRACT_DOMAIN() built-in function

F

factor (lethe.config_objects.Interaction property) failing_test_analysis_method_treated_where_filter() (causmos.tests.test_causmos_model.CausmosModelTest method) FBVM (class in lethe.config_objects) FBVMEvaluator (class in lethe.util) FCO (class in lethe.config_objects) Feature (class in lethe.config_objects) feature_coefficients (lethe.config_objects.FBVM property) FeatureColumn (class in tql.column) FILTER() built-in function filter() (tql.column.FeatureColumn method) find_function() (in module tql.function_doc) finish() (lethe.util.ProgressPrinter method) FIRST_EVENT() built-in function FLATTEN() built-in function FLOOR() built-in function fold (causmos.tests.test_causmos_model.CausmosModelTest.datetime attribute) for_type() (tql.opportunity_conf.OpportunityConf class method) format() (tql.query.Query method) format_expression_error() (in module tql.validation)

fraction (lethe.config_objects.Activity property) (lethe.config_objects.Shape property) fraction_fuzzer (lethe.config_objects.Shape property) frame_for_features() (in module lethe.util) frequency (lethe.config_objects.Activity property) (lethe.config_objects.Shape property) frequency_fco_cap() (in module lethe.config_objects) frequency_features (lethe.config_objects.Incrementality property) frequency_fuzzer (lethe.config_objects.Shape property) FrequencyCapper (class in lethe.util) from_events() (tql.query.Query method) from_files() (tql.timeseries.TimeSeries method) from_sql() (tql.timeseries.TimeSeries method) from_timelines() (tql.query.Query method) from_timeseries() (tql.timelines.Project method) from_union() (tql.query.Query method) FROM_UNIXTIME() built-in function from_url() (tql.timeseries.TimeSeries method) fromtimestamp() (causmos.tests.test_causmos_model.CausmosModelTest.datetime method) full_fco() (in module lethe.config_objects) function_usage() (in module tql.function_doc) FunctionDoc (class in tql.function_doc) FV (class in lethe.config_objects)

G

generate() (causmos.event_group.EventGroup method) generate_events() (in module causmos) (in module tql) (in module tql.sampling) generate_feature() (in module lethe.util) generate_importance_events() (in module causmos) (in module tql) (in module tql.sampling) generate_incrementals() (in module lethe.core) generate_lethe() (in module lethe.lethe) generate_organic() (in module lethe.core) generate_traffic() (in module lethe.util) generate_users() (in module lethe.core) get_annotation() (tql.timelines.Timelines method) (tql.timeseries.TimeSeries method) get_annotations() (tql.timelines.Project method) (tql.timeseries.TimeSeries method) get_artifact_path() (tql.modeling.publishedmodel.ModelEstimate method) get_artifacts() (tql.modeling.publishedmodel.PublishedModel method) get_attribute_expressions() (tql.sampling.SamplingConf method) get_attributes() (causmos.event_group.EventGroup method) (tql.timelines.Timelines method) get_attributes_table() (tql.timelines.Timelines method) get_baseline() (causmos.causmos_model.Causmos method) get_bootstraps() (tql.modeling.BootstrapConf method) (tql.modeling.h2o.estimator.BootstrapConf method) get_bounds() (tql.modeling.h2o.estimator.TuningConf method) (tql.modeling.TuningConf method) get_causal_effects_conf() (tql.modeling.publishedmodel.PublishedModel method) get_cluster_by() (causmos.causmos_model.Causmos method) get_coef() (tql.modeling.h2o.estimator.H2OEstimate method) get_coef_dict() (tql.modeling.h2o.estimator.H2OModelSummary method) get_col_type_h2o() (in module tql.modeling.h2o.utilities) get_col_types_h2o() (in module tql.modeling.h2o.utilities) get_columns() (tql.modeling.publishedmodel.PublishedModel method) (tql.query.Query method) get_config() (in module lethe.lethe) get_continuous_rescale() (causmos.causmos_model.Continuous method) get_created() (tql.timelines.Timelines method) get_data_path() (tql.timelines.Timelines method) (tql.timeseries.TimeSeries method) get_decay_function() (tql.opportunity_conf.OpportunityConf method) get_dedup() (causmos.event_group.EventGroup method) get_description() (tql.timelines.Project method) get_disabled_prefixes() (tql.modeling.publishedmodel.PublishedModel method) get_duration_col() (tql.timeseries.TimeSeries method) get_dynamics() (causmos.event_group.EventGroup method) get_enabled() (tql.modeling.publishedmodel.PublishedModel class method) get_enabled_prefixes() (tql.modeling.publishedmodel.PublishedModel method) get_engine() (tql.modeling.publishedmodel.ModelEstimate method) get_event_count() (tql.timelines.TimelineStats method) get_event_counts_by_type() (tql.timelines.TimelineStats method) get_event_vars() (tql.query.Query method) get_example() (tql.timelines.Timelines method) (tql.timeseries.TimeSeries method) get_expr_compile_errors() (tql.validation.TQLAnalysisException method) get_expression() (tql.column.Column method) get_external_timelines() (tql.query.Query method) get_features() (tql.modeling.h2o.estimator.H2OEstimator method) (tql.modeling.H2OEstimator method) get_filters() (tql.column.FeatureColumn method) get_format() (tql.query.Query method) (tql.timeseries.TimeSeries method) get_functions() (tql.sampling.SamplingConf method) get_generate() (causmos.event_group.EventGroup method) get_global_vars() (tql.query.Query method) get_h2o_estimates() (tql.modeling.h2o.estimator.H2OPublishedModel method) get_h2o_params() (tql.modeling.h2o.estimator.H2OEstimate method) get_heterogeneous() (causmos.causmos_model.Panel method) get_homogenous() (causmos.causmos_model.Panel method) get_id() (tql.modeling.publishedmodel.PublishedModel method) (tql.query.Query method) (tql.resultset.ResultSet method) (tql.timelines.Project method) (tql.timelines.Timelines method) get_inherit_attributes() (tql.sampling.SamplingConf method) get_init_pts() (tql.modeling.h2o.estimator.TuningConf method) (tql.modeling.TuningConf method) get_interactive() (tql.query.Query method) get_intervention() (causmos.causmos_model.Causmos method) get_iterations() (tql.modeling.h2o.estimator.TuningConf method) (tql.modeling.TuningConf method) get_kernels() (tql.opportunity_conf.OpportunityConf method) get_label() (tql.modeling.h2o.estimator.H2OEstimator method) (tql.modeling.H2OEstimator method) get_label_column() (tql.query.Query method) get_largest_timeline_size() (tql.timelines.TimelineStats method) get_limit() (tql.query.Query method) get_max_timestamp() (tql.timelines.TimelineStats method) get_message() (tql.validation.TQLAnalysisException method) (tql.validation.TQLAnalysisNotFound method) get_metadata() (tql.timelines.Project method) (tql.timeseries.TimeSeries method) get_metric() (tql.modeling.h2o.estimator.TuningConf method) (tql.modeling.TuningConf method) get_min_timestamp() (tql.timelines.TimelineStats method) get_model() (tql.modeling.h2o.estimator.H2OEstimate method) get_model_class() (tql.modeling.h2o.estimator.H2OEstimator method) (tql.modeling.H2OEstimator method)

get_model_metrics_dict() (tql.modeling.h2o.estimator.H2OModelSummary method) get_name() (causmos.causmos_model.Causmos method) (causmos.event_group.EventGroup method) (tql.column.Column method) (tql.timelines.Project method) (tql.timeseries.TimeSeries method) get_opportunities() (tql.query.Query method) get_opportunity() (causmos.causmos_model.Causmos method) get_opportunity_filter_expressions() (tql.opportunity_conf.OpportunityConf method) get_options() (causmos.causmos_model.Panel method) (tql.query.Query method) get_outcome() (causmos.causmos_model.Causmos method) get_partition_by() (causmos.causmos_model.Causmos method) (tql.query.Query method) get_predictor() (causmos.causmos_model.Causmos method) get_project() (in module causmos) (in module causmos.globals) (tql.query.Query method) get_project1_files_dir() (in module tql.demo_projects) get_project2_files_dir() (in module tql.demo_projects) get_project3_files_dir() (in module tql.demo_projects) get_project4_files_dir() (in module tql.demo_projects) get_project_id() (causmos.event_group.EventGroup method) (tql.modeling.publishedmodel.PublishedModel method) (tql.query.Query method) GET_PROPERTY() built-in function get_query() (tql.resultset.ResultSet method) get_random_state() (tql.modeling.h2o.estimator.TuningConf method) (tql.modeling.TuningConf method) get_readable_expr_compile_errors() (tql.validation.TQLAnalysisException method) get_response() (tql.modeling.h2o.estimator.H2OEstimator method) (tql.modeling.H2OEstimator method) get_resultset() (tql.modeling.h2o.estimator.H2OEstimator method) (tql.modeling.H2OEstimator method) get_row_limit() (tql.query.Query method) get_sample_data_path() (tql.timelines.Timelines method) get_sample_generator_expression() (tql.sampling.SamplingConf method) get_sampling() (tql.query.Query method) get_schema() (tql.timelines.Timelines method) get_seed() (tql.modeling.BootstrapConf method) (tql.modeling.h2o.estimator.BootstrapConf method) get_simulation_data() (in module lethe.lethe) get_smallest_timeline_size() (tql.timelines.TimelineStats method) get_sql_statements() (tql.timeseries.TimeSeries method) get_state() (tql.timelines.Timelines method) get_statistics() (tql.timelines.Timelines method) get_status() (tql.timelines.Project method) get_sum_opportunities_epsilon() (tql.opportunity_conf.OpportunityConf method) get_tag() (tql.modeling.h2o.estimator.H2OEstimator method) (tql.modeling.H2OEstimator method) get_test_cases() (tql.modeling.publishedmodel.ModelEstimate method) get_test_frame() (tql.modeling.h2o.estimator.H2OEstimator method) (tql.modeling.H2OEstimator method) get_test_metrics() (tql.modeling.h2o.estimator.H2OEstimate method) get_timeline_count() (tql.timelines.TimelineStats method) get_timeline_id_col() (tql.timeseries.TimeSeries method) get_timeline_limit() (tql.query.Query method) get_timeline_sample_rate() (tql.query.Query method) get_timeline_vars() (causmos.event_group.EventGroup method) (tql.query.Query method) get_timelines() (tql.timelines.Project method) get_timelines_processed() (tql.resultset.ResultSetMetrics method) get_timeseries() (tql.timelines.Project method) get_timeseries_names() (tql.timelines.Project method) get_timeseries_stats() (tql.timelines.TimelineStats method) get_timestamp_col() (tql.timeseries.TimeSeries method) get_train_frame() (tql.modeling.h2o.estimator.H2OEstimator method) (tql.modeling.H2OEstimator method) get_train_metrics() (tql.modeling.h2o.estimator.H2OEstimate method) get_train_test_metrics() (tql.modeling.h2o.estimator.H2OEstimate method) get_training_data() (in module lethe.lethe) get_treatment() (causmos.causmos_model.Causmos method) get_type() (causmos.causmos_model.Causmos method) (causmos.event_group.EventGroup method) (tql.column.Column method) (tql.modeling.publishedmodel.PublishedModel method) get_udf() (in module causmos) (in module tql) (in module tql.udf) get_udf_map() (tql.udf.UDF method) get_updated() (tql.timelines.Timelines method) get_value() (causmos.event_group.EventGroup method) get_variables() (tql.sampling.SamplingConf method) get_vars() (causmos.event_group.EventGroup method) (tql.query.Query method) get_weight() (tql.modeling.h2o.estimator.H2OEstimator method) (tql.modeling.H2OEstimator method) get_weight_column() (tql.query.Query method) get_where() (causmos.event_group.EventGroup method) (tql.query.Query method) get_where_event() (causmos.event_group.EventGroup method) GhostBidder (class in lethe.util) GLOBAL_VAR() built-in function global_var() (tql.query.Query method) global_vars() (tql.query.Query method)

H

H2OEstimate (class in tql.modeling.h2o.estimator) H2OEstimator (class in tql.modeling) (class in tql.modeling.h2o.estimator) H2OModelSummary (class in tql.modeling.h2o.estimator) H2OModelTrainer (in module tql.modeling) H2OPublishedModel (class in tql.modeling.h2o.estimator) HASH() built-in function having (lethe.config_objects.Interaction property)

heterogeneous() (causmos.causmos_model.Panel method) hidden (lethe.config_objects.Feature property) hide_trace_back() (in module tql.validation) history_value() (in module tql.columnset) homogeneous() (causmos.causmos_model.Panel method) hour (causmos.tests.test_causmos_model.CausmosModelTest.datetime attribute) hour() (lethe.util.TimeFeature static method) hourly() (causmos.causmos_model.Panel method) hours (lethe.config_objects.Shape property)

I

ICDF() built-in function identified_by() (tql.timeseries.TimeSeries method) IF() built-in function IFRETURN() built-in function impress() (lethe.util.FrequencyCapper method) incremental_features() (in module lethe.configs.demo_set) (in module lethe.configs.reasonably_rich) Incrementality (class in lethe.config_objects) indent (lethe.util.ProgressPrinter attribute)

INT32() built-in function Interaction (class in lethe.config_objects) interactions (lethe.config_objects.Feature property) intervention() (causmos.causmos_model.Causmos method) (in module causmos) (in module causmos.event_group) is_continuous() (tql.modeling.h2o.estimator.H2OEstimator method) (tql.modeling.H2OEstimator method) is_feature() (tql.column.Column method) is_label() (tql.column.Column method) is_weight() (tql.column.Column method) isoformat() (causmos.tests.test_causmos_model.CausmosModelTest.datetime method)

J

JSON() built-in function json() (causmos.causmos_model.Causmos method) (causmos.event_group.EventGroup method) (tql.column.Column method) (tql.column.ColumnFilters method) (tql.column.FeatureColumn method) (tql.modeling.publishedmodel.CausalEffectsConf method) (tql.modeling.publishedmodel.ModelEstimate method) (tql.modeling.publishedmodel.PublishedModel method) (tql.modeling.publishedmodel.RowVector method) (tql.opportunity_conf.OpportunityConf method) (tql.query.Query method) (tql.resultset.ResultSetMetrics method) (tql.sampling.SamplingConf method) (tql.timelines.Project method) (tql.timeseries.TimeSeries method)

JSON_FROM_LIST() built-in function JSON_MAP_VALUE() built-in function JSON_TO_MAP() built-in function

K

kernelize() (in module causmos) (in module tql) (in module tql.columnset)

keys() (tql.column.Column method) (tql.column.FeatureColumn method)

L

label() (in module causmos) (in module tql) (in module tql.column) LAST_EVENT() built-in function lethe module lethe.config module lethe.config_objects module lethe.configs module lethe.configs.abpp module lethe.configs.demo_set module lethe.configs.og module lethe.configs.reasonably_rich module lethe.core module lethe.lethe module lethe.storage module lethe.util module lifetime_distribution (lethe.config_objects.Activity property) limit() (tql.query.Query method) LIST() built-in function list() (tql.modeling.publishedmodel.PublishedModel class method) LIST_REVERSE() built-in function list_saves() (in module lethe.lethe) (in module lethe.storage)

LIST_TO_MAP() built-in function list_udfs() (in module causmos) (in module tql) (in module tql.udf) LIST_VALUE() built-in function load() (in module lethe.lethe) (tql.modeling.publishedmodel.PublishedModel class method) (tql.query.Query class method) (tql.resultset.ResultSet class method) (tql.timeseries.TimeSeriesStats static method) load_project() (in module causmos) (in module tql) (in module tql.timelines) load_published_model() (in module tql.modeling) (in module tql.modeling.publishedmodel) load_query() (in module causmos) (in module tql) (in module tql.query) load_resultset() (in module causmos) (in module tql) (in module tql.resultset) load_state() (in module lethe.storage) load_training() (in module lethe.storage) load_training_data() (in module lethe.lethe) LOG() built-in function LOG10() built-in function LOG1P() built-in function LOG2() built-in function LOWER() built-in function

M

MAP() built-in function MAP_EXTRACT() built-in function MAP_TO_LIST() built-in function MAP_VALUE() built-in function max (causmos.tests.test_causmos_model.CausmosModelTest.datetime attribute) MAX() built-in function MAX_NS() built-in function MD5() built-in function MD5_LONG() built-in function MD5_MOD() built-in function metadata() (in module causmos) (in module tql) (in module tql.column) (tql.timeseries.TimeSeries method) METRIC_TYPES (tql.modeling.h2o.estimator.H2OModelSummary attribute) metrics() (tql.resultset.ResultSet method) microsecond (causmos.tests.test_causmos_model.CausmosModelTest.datetime attribute) MILLIS() built-in function min (causmos.tests.test_causmos_model.CausmosModelTest.datetime attribute) MIN() built-in function min_cardinality() (tql.column.ColumnFilters method) min_label_sum() (tql.column.ColumnFilters method) min_negative_count() (tql.column.ColumnFilters method) min_negative_sum() (tql.column.ColumnFilters method) min_negative_weighted_count() (tql.column.ColumnFilters method) MIN_NS() built-in function min_positive_count() (tql.column.ColumnFilters method) min_positive_sum() (tql.column.ColumnFilters method) min_positive_weighted_count() (tql.column.ColumnFilters method) min_total_count() (tql.column.ColumnFilters method) min_total_weighted_count() (tql.column.ColumnFilters method) min_weighted_label_sum() (tql.column.ColumnFilters method) minute (causmos.tests.test_causmos_model.CausmosModelTest.datetime attribute) ML_BIN() built-in function model() (causmos.causmos_model.Causmos method) (tql.modeling.h2o.estimator.H2OModelSummary method) MODEL_CLASSES (tql.modeling.h2o.estimator.H2OEstimator attribute) (tql.modeling.H2OEstimator attribute) model_metrics() (tql.modeling.h2o.estimator.H2OModelSummary method)

MODEL_TYPES (causmos.causmos_model.Causmos attribute) ModelEstimate (class in tql.modeling.publishedmodel) modify_config() (in module lethe.config) module causmos causmos.causmos_model causmos.event_group causmos.globals causmos.tests causmos.tests.test_causmos_model causmos.tests.test_causmos_quickstart causmos.tests.test_causmos_sampling causmos.tests.test_validation causmos.validation lethe lethe.config lethe.config_objects lethe.configs lethe.configs.abpp lethe.configs.demo_set lethe.configs.og lethe.configs.reasonably_rich lethe.core lethe.lethe lethe.storage lethe.util tql tql.column tql.column_utils tql.columnset tql.demo_projects tql.expression_debugger tql.expression_utils tql.function_doc tql.modeling tql.modeling.h2o tql.modeling.h2o.estimator tql.modeling.h2o.utilities tql.modeling.publishedmodel tql.opportunity_conf tql.query tql.query_templates tql.resultset tql.sampling tql.timelines tql.timeseries tql.udf tql.validation tql.visualizer MOE() built-in function MONOTONICALLY_INCREASING_ID() built-in function

N

name (lethe.config_objects.FCO property) (lethe.config_objects.Feature property) (lethe.config_objects.FV property) name() (causmos.causmos_model.Causmos method) (causmos.event_group.EventGroup method) (tql.column.Column method) (tql.resultset.Partition method) NATLOG() built-in function negate (lethe.config_objects.FV property) (lethe.config_objects.VCO property) NEXT_EVENT() built-in function

NEXTDOWN() built-in function NEXTUP() built-in function NOT() built-in function NOW() built-in function now() (causmos.tests.test_causmos_model.CausmosModelTest.datetime method) numerical() (in module causmos) (in module tql) (in module tql.column)

O

observables() (causmos.causmos_model.Causmos method) occurrence (lethe.config_objects.Feature property) open() (lethe.storage.TmpBackedFile method) operator (lethe.config_objects.VCO property) opportunities() (tql.query.Query method) opportunity() (causmos.causmos_model.Causmos method) (in module causmos) (in module causmos.event_group)

OpportunityConf (class in tql.opportunity_conf) options() (causmos.causmos_model.Panel method) (tql.query.Query method) OR() built-in function outcome() (causmos.causmos_model.Causmos method) (in module causmos) (in module causmos.event_group) OVERVIEW_METRICS (tql.modeling.h2o.estimator.H2OModelSummary attribute)

P

pandas_dataframe() (tql.resultset.Partition method) (tql.resultset.ResultSet method) (tql.timelines.Timelines method) (tql.timeseries.TimeSeries method) Panel (class in causmos.causmos_model) panel() (causmos.causmos_model.Causmos method) Panel2 (class in causmos.causmos_model) panel2() (causmos.causmos_model.Causmos method) PANEL_TYPES (causmos.causmos_model.Causmos attribute) parse_feature() (in module tql.column_utils) PARSE_KERNEL() built-in function PARSE_KERNELS() built-in function Partition (class in tql.resultset) partition() (tql.resultset.ResultSet method) partition_by() (causmos.causmos_model.Causmos method) (tql.query.Query method) partition_names() (tql.resultset.ResultSet method) partition_to_h2o() (in module tql.modeling.h2o.utilities) partitions() (tql.resultset.ResultSet method) passthrough_optional() (in module lethe.util) PDF() built-in function penalty_factor_h2o() (in module tql.modeling.h2o.utilities) period (lethe.config_objects.Cap property) PI() built-in function

POISSON_RANDOM() built-in function positive_row_count() (tql.resultset.Partition method) (tql.resultset.ResultSet method) POW() built-in function pre_post() (causmos.causmos_model.Causmos method) pre_post_continuous() (causmos.causmos_model.Causmos method) pre_post_panel() (causmos.causmos_model.Causmos method) PREDICT() built-in function predict() (in module tql.modeling.h2o.utilities) PREDICT_ENSEMBLE() built-in function predictor() (causmos.causmos_model.Causmos method) PREVIOUS_EVENT() built-in function print_config() (in module lethe.config) print_progress (lethe.util.ProgressPrinter attribute) ProgressPrinter (class in lethe.util) Project (class in tql.timelines) project_id() (causmos.event_group.EventGroup method) publish() (tql.modeling.publishedmodel.PublishedModel method) PublishedModel (class in tql.modeling.publishedmodel) purge() (in module lethe.lethe) (in module lethe.storage)

Q

Query (class in tql.query) query() (in module causmos) (in module tql) (in module tql.query_templates)

query_summary() (tql.resultset.ResultSetMetrics method)

R

RANDOM() built-in function random_partition() (in module causmos) (in module tql) (in module tql.columnset) RANGE() built-in function read_option() (tql.timeseries.TimeSeries method) rebuild_demo_projects() (in module tql.demo_projects) REDUCE() built-in function refresh() (tql.resultset.ResultSet method) REGEX_EXTRACT() built-in function REGEX_EXTRACT_ALL() built-in function REGEX_REPLACE() built-in function remove_lambda() (in module tql.expression_utils) replace() (causmos.tests.test_causmos_model.CausmosModelTest.datetime method)

REPLACE_BLACKLIST() built-in function request_features() (in module lethe.configs.abpp) (in module lethe.configs.demo_set) (in module lethe.configs.og) (in module lethe.configs.reasonably_rich) request_shape() (in module lethe.configs.demo_set) (in module lethe.configs.reasonably_rich) required_features() (lethe.util.FrequencyCapper static method) reset() (lethe.util.ProgressPrinter method) resolution (causmos.tests.test_causmos_model.CausmosModelTest.datetime attribute) response (lethe.config_objects.Incrementality property) ResultSet (class in tql.resultset) ResultSetMetrics (class in tql.resultset) RNG() built-in function ROUND() built-in function row_count() (tql.resultset.Partition method) (tql.resultset.ResultSet method) RowVector (class in tql.modeling.publishedmodel)

S

SAMPLE() built-in function SAMPLE_BETA() built-in function sampling() (tql.query.Query method) SamplingConf (class in tql.sampling) save() (in module lethe.lethe) (tql.timelines.Project method) save_state() (in module lethe.storage) save_training() (in module lethe.storage) save_training_data() (in module lethe.lethe) scoring_overview() (tql.modeling.h2o.estimator.H2OModelSummary method) second (causmos.tests.test_causmos_model.CausmosModelTest.datetime attribute) second_interpolator() (in module lethe.util) second_weights() (in module lethe.util) select() (in module causmos) (in module tql) (in module tql.query) (tql.query.Query method) set_activity() (causmos.tests.test_causmos_model.CausmosModelTest method) set_attribute_expressions_type() (tql.sampling.SamplingConf method) set_auction_scale() (lethe.util.ProgressPrinter method) set_bid() (causmos.tests.test_causmos_model.CausmosModelTest method) set_config() (in module lethe.lethe) set_events() (causmos.tests.test_causmos_model.CausmosModelTest method) set_impression_scale() (lethe.util.ProgressPrinter method) set_path() (in module lethe.storage) set_project() (in module causmos) (in module causmos.globals) SET_PROPERTY() built-in function set_traffic_scale() (lethe.util.ProgressPrinter method) setting (lethe.config_objects.Cap property) settings() (in module lethe.configs.og) setUp() (causmos.tests.test_causmos_model.CausmosModelTest method) Shape (class in lethe.config_objects) show() (tql.query.Query method) show_projects() (in module causmos) (in module tql) (in module tql.timelines)

show_published_models() (in module tql.modeling) (in module tql.modeling.publishedmodel) show_trace_back() (in module tql.validation) Simple (class in causmos.causmos_model) simple() (causmos.causmos_model.Causmos method) simple_continuous() (causmos.causmos_model.Causmos method) simulate() (in module lethe.lethe) SIN() built-in function SINH() built-in function SIZE() built-in function snippet() (in module tql.expression_utils) SORT() built-in function spaces() (in module tql.column) (in module tql.expression_utils) (lethe.util.ProgressPrinter method) spark_dataframe() (tql.resultset.Partition method) (tql.resultset.ResultSet method) (tql.timelines.Timelines method) (tql.timeseries.TimeSeries method) SQRT() built-in function state() (tql.query.Query method) STDEV() built-in function STRING_SPLIT() built-in function strptime() (causmos.tests.test_causmos_model.CausmosModelTest.datetime method) submit() (tql.query.Query method) SUM() built-in function SUM_OPPORTUNITIES() built-in function sum_to() (in module lethe.util) sum_to_one() (in module lethe.util) summarize() (tql.modeling.h2o.estimator.H2OPublishedModel method)

T

tag() (in module causmos) (in module tql) (in module tql.column) TAN() built-in function TANH() built-in function TAU() built-in function tearDown() (causmos.tests.test_causmos_model.CausmosModelTest method) test_ab() (causmos.tests.test_causmos_model.CausmosModelTest method) test_ab_shape() (causmos.tests.test_causmos_model.CausmosModelTest method) test_abtot_shape() (causmos.tests.test_causmos_model.CausmosModelTest method) test_analysis_method_treated_with_attribute() (causmos.tests.test_causmos_model.CausmosModelTest method) test_analysis_method_treated_without_attributes() (causmos.tests.test_causmos_model.CausmosModelTest method) test_causmos_demo() (causmos.tests.test_causmos_quickstart.TestCausmosQuickstart method) test_causmos_options() (causmos.tests.test_causmos_model.CausmosModelTest method) test_configure_observables() (causmos.tests.test_causmos_model.CausmosModelTest method) test_diff_in_diff() (causmos.tests.test_causmos_model.CausmosModelTest method) test_diff_in_diff_cont() (causmos.tests.test_causmos_model.CausmosModelTest method) test_diff_in_diff_panel() (causmos.tests.test_causmos_model.CausmosModelTest method) test_outcome_not_preceded_by_intervention() (causmos.tests.test_causmos_model.CausmosModelTest method) test_outcome_preceded_by_intervention() (causmos.tests.test_causmos_model.CausmosModelTest method) test_pre_post() (causmos.tests.test_causmos_model.CausmosModelTest method) test_prepost_shape() (causmos.tests.test_causmos_model.CausmosModelTest method) test_sum_opp_ab_BKD_attributes() (causmos.tests.test_causmos_model.CausmosModelTest method) test_sum_opp_ab_KD() (causmos.tests.test_causmos_model.CausmosModelTest method) test_treated() (causmos.tests.test_causmos_model.CausmosModelTest method) test_treated_on_treated() (causmos.tests.test_causmos_model.CausmosModelTest method) test_treated_shape() (causmos.tests.test_causmos_model.CausmosModelTest method) test_uplift() (causmos.tests.test_causmos_model.CausmosModelTest method) test_uplift_requires_opportunity() (causmos.tests.test_causmos_model.CausmosModelTest method) test_validate_attributes() (causmos.tests.test_validation.ValidationTest method) test_validate_dedup() (causmos.tests.test_validation.ValidationTest method) TestCausmosQuickstart (class in causmos.tests.test_causmos_quickstart) TIC() built-in function time() (causmos.tests.test_causmos_model.CausmosModelTest.datetime method) TimeFeature (class in lethe.util) timeline_runtime() (tql.resultset.ResultSetMetrics method) timeline_sample_rate() (tql.query.Query method) TIMELINE_VAR() built-in function timeline_var() (tql.query.Query method) timeline_vars() (tql.query.Query method) Timelines (class in tql.timelines) TimelineStats (class in tql.timelines) TimeSeries (class in tql.timeseries) TimeSeriesStats (class in tql.timeseries) TimeSeriesVisualizer (class in tql.visualizer) timestamp() (causmos.tests.test_causmos_model.CausmosModelTest.datetime method) (lethe.util.TimeFeature static method) timestamp_range() (causmos.causmos_model.Panel method) timetuple() (causmos.tests.test_causmos_model.CausmosModelTest.datetime method) timetz() (causmos.tests.test_causmos_model.CausmosModelTest.datetime method) tmp_path (lethe.storage.TmpBackedFile attribute) TmpBackedFile (class in lethe.storage) TO_DATETIME() built-in function TO_DOUBLE() built-in function TO_INT() built-in function to_list() (in module tql.expression_utils) TO_STRING() built-in function TOC() built-in function TODEGREES() built-in function

TORADIANS() built-in function tql module tql() (causmos.causmos_model.Causmos method) (causmos.event_group.EventGroup method) tql.column module tql.column_utils module tql.columnset module tql.demo_projects module tql.expression_debugger module tql.expression_utils module tql.function_doc module tql.modeling module tql.modeling.h2o module tql.modeling.h2o.estimator module tql.modeling.h2o.utilities module tql.modeling.publishedmodel module tql.opportunity_conf module tql.query module tql.query_templates module tql.resultset module tql.sampling module tql.timelines module tql.timeseries module tql.udf module tql.validation module tql.visualizer module TQLAnalysisException TQLAnalysisNotFound train() (tql.modeling.h2o.estimator.H2OEstimator method) (tql.modeling.H2OEstimator method) transform (lethe.config_objects.FBVM property) treated() (causmos.causmos_model.Causmos method) treatment() (causmos.causmos_model.Causmos method) (in module causmos) (in module causmos.event_group) treatments() (tql.query.Query method) TuningConf (class in tql.modeling) (class in tql.modeling.h2o.estimator) type (lethe.config_objects.FCO property) (lethe.config_objects.FV property) type() (causmos.causmos_model.Causmos method) (causmos.event_group.EventGroup method) (tql.column.Column method) tzinfo (causmos.tests.test_causmos_model.CausmosModelTest.datetime attribute) tzname() (causmos.tests.test_causmos_model.CausmosModelTest.datetime method)

U

UDF (class in tql.udf) udf() (tql.query.Query method) ULP() built-in function union() (tql.query.Query method) unshaped() (in module lethe.config_objects) update() (lethe.util.ProgressPrinter method) update_udf() (in module causmos) (in module tql) (in module tql.udf) uplift() (causmos.causmos_model.Causmos method) upload_udf() (in module causmos) (in module tql) (in module tql.udf) UPPER() built-in function

user_activity() (in module lethe.configs.abpp) (in module lethe.configs.demo_set) (in module lethe.configs.og) (in module lethe.configs.reasonably_rich) user_features() (in module lethe.configs.abpp) (in module lethe.configs.demo_set) (in module lethe.configs.og) (in module lethe.configs.reasonably_rich) user_incrementality() (in module lethe.configs.abpp) (in module lethe.configs.demo_set) (in module lethe.configs.og) (in module lethe.configs.reasonably_rich) user_individuality() (in module lethe.configs.reasonably_rich) utcfromtimestamp() (causmos.tests.test_causmos_model.CausmosModelTest.datetime method) utcnow() (causmos.tests.test_causmos_model.CausmosModelTest.datetime method) utcoffset() (causmos.tests.test_causmos_model.CausmosModelTest.datetime method) utctimetuple() (causmos.tests.test_causmos_model.CausmosModelTest.datetime method)

V

validate() (causmos.event_group.EventGroup method) (tql.column.Column method) (tql.query.Query method) (tql.timeseries.TimeSeries method) validate_attributes() (in module causmos.validation) validate_dedup() (in module causmos.validation) validate_dynamics() (in module tql.expression_utils) validate_no_exception() (in module tql.validation) validate_scale() (in module tql.expression_utils) validate_tql_iterable_type() (in module tql.validation) validate_tql_state() (in module tql.validation) validate_tql_type() (in module tql.validation) validate_udf() (in module causmos) (in module tql) (in module tql.udf)

ValidationTest (class in causmos.tests.test_validation) value (lethe.config_objects.FV property) (lethe.config_objects.VCO property) value() (causmos.event_group.EventGroup method) value_coefficients (lethe.config_objects.FCO property) values (lethe.config_objects.Feature property) values() (lethe.util.CopulaCorrelator method) VAR() built-in function vars() (causmos.event_group.EventGroup method) (tql.query.Query method) VCO (class in lethe.config_objects) visualize() (tql.query.Query method) (tql.timeseries.TimeSeries method) (tql.visualizer.TimeSeriesVisualizer method)

W

weekday (lethe.config_objects.Activity property) weekend (lethe.config_objects.Activity property) weekly() (causmos.causmos_model.Panel method) weight() (in module causmos) (in module tql) (in module tql.column)

where() (causmos.event_group.EventGroup method) (tql.query.Query method) which_distribution() (in module tql.expression_utils)

Y

YEAR() built-in function