Index

A

a_500() (in module webapp.webapp) abs_stddev_from_median() (in module custom_algorithms.abs_stddev_from_median) accept_test_request() (in module webapp.webapp) add_app_version_header() (in module webapp.webapp) add_bq_backfill_job() (in module webapp.add_bq_backfill_job) add_bq_update_job() (in module webapp.add_bq_update_job) add_panorama_alert() (in module skyline_functions) add_results() (MirageVortex method) add_to_illuminance() (MirageVortex method) add_to_mirage_vortex_anomalous_metrics() (MirageVortex method) add_training_data() (MirageVortex method) adtk_level_shift() (in module custom_algorithms.adtk_level_shift) adtk_persist() (in module custom_algorithms.adtk_persist) adtk_seasonal() (in module custom_algorithms.adtk_seasonal) adtk_volatility_shift() (in module custom_algorithms.adtk_volatility_shift) alert_hipchat() (in module analyzer.alerters) (in module boundary.boundary_alerters) (in module mirage.mirage_alerters) alert_http() (in module analyzer.alerters) (in module boundary.boundary_alerters) (in module mirage.mirage_alerters) ALERT_ON_STALE_METRICS (in module settings) ALERT_ON_STALE_PERIOD (in module settings) alert_pagerduty() (in module analyzer.alerters) (in module boundary.boundary_alerters) (in module mirage.mirage_alerters) alert_slack() (in module analyzer.alerters) (in module boundary.boundary_alerters) (in module mirage.mirage_alerters) alert_sms() (in module analyzer.alerters) (in module boundary.boundary_alerters) (in module mirage.mirage_alerters) alert_smtp() (in module analyzer.alerters) (in module boundary.boundary_alerters) (in module mirage.mirage_alerters) alert_stale_digest() (in module analyzer.alerters) alert_syslog() (in module analyzer.alerters) (in module boundary.boundary_alerters) (in module mirage.mirage_alerters) ALERTERS_SETTINGS (in module settings) ALERTS (in module settings) alerts_matcher() (in module webapp.utilities) algorithm_exceptions module algorithm_scores_plot module ALGORITHMS (in module settings) algorithms_table_meta() (in module database) alias_features_profile_table_meta() (in module database) allowed_file() (in module webapp.webapp) ALTERNATIVE_SKYLINE_URLS (in module settings) analyzer module Analyzer (class in analyzer.analyzer) analyzer.agent_batch module analyzer.alerters module

analyzer.algorithms module analyzer.algorithms_batch module analyzer.analyzer module analyzer.analyzer_batch module analyzer.analyzer_labelled_metrics module analyzer.metrics_manager module ANALYZER_ANALYZE_LOW_PRIORITY_METRICS (in module settings) ANALYZER_CHECK_LAST_TIMESTAMP (in module settings) ANALYZER_CRUCIBLE_ENABLED (in module settings) analyzer_dev module analyzer_dev.algorithms_dev module analyzer_dev.analyzer_dev module ANALYZER_DYNAMICALLY_ANALYZE_LOW_PRIORITY_METRICS (in module settings) ANALYZER_ENABLED (in module settings) ANALYZER_MAD_LOW_PRIORITY_METRICS (in module settings) ANALYZER_OPTIMUM_RUN_DURATION (in module settings) ANALYZER_PROCESSES (in module settings) ANALYZER_SKIP (in module settings) ANALYZER_VERBOSE_LOGGING (in module settings) AnalyzerBatch (class in analyzer.analyzer_batch) AnalyzerBatchAgent (class in analyzer.agent_batch) AnalyzerDev (class in analyzer_dev.analyzer_dev) AnalyzerLabelledMetrics (class in analyzer.analyzer_labelled_metrics) anomalies() (in module webapp.webapp) anomalies_table_meta() (in module database) anomalies_updated_table_meta() (in module database) anomalous_daily_peak() (in module custom_algorithms.anomalous_daily_peak) ANOMALY_DUMP (in module settings) api() (in module webapp.webapp) api_alias_features_profile() (in module webapp.api_alias_features_profile) api_bq_query() (in module webapp.api_bq_query) api_create_training_data() (in module webapp.api_create_training_data) api_get_anomalies_updated() (in module webapp.api_get_anomalies_updated) api_get_anomaly() (in module webapp.api_get_anomaly) api_get_bulk_training_data() (in module webapp.api_get_bulk_training_data) api_get_fp_timeseries() (in module webapp.api_get_fp_timeseries) api_get_metric_anomalies() (in module webapp.api_get_metric_anomalies) api_get_namespace_metric_count() (in module webapp.api_get_namespace_metric_count) api_populate_redis_metric() (in module webapp.api_populate_redis_metric) api_reprocess_batch_metrics() (in module webapp.api_reprocess_batch_metrics) App (class in webapp.webapp) (class in webapp.webapp_features_profile) app_settings() (in module webapp.webapp) assigned_to_shard() (Metrics_Manager method) authenticate() (in module webapp.webapp) AWS_OPTS (in module settings) AWS_SNS_SMS_ALERTS_ENABLED (in module settings)

B

BATCH_METRICS_CUSTOM_FULL_DURATIONS (in module settings) BATCH_PROCESSING (in module settings) BATCH_PROCESSING_DEBUG (in module settings) BATCH_PROCESSING_NAMESPACES (in module settings) BATCH_PROCESSING_STALE_PERIOD (in module settings) BOREDOM_SET_SIZE (in module settings) Boring boundary module boundary.boundary_alerters module BOUNDARY_ALERTER_OPTS (in module settings) BOUNDARY_ALGORITHMS (in module settings) BOUNDARY_AUTOAGGRERATION (in module settings)

BOUNDARY_AUTOAGGRERATION_METRICS (in module settings) BOUNDARY_CRUCIBLE_ENABLED (in module settings) BOUNDARY_ENABLE_ALERTS (in module settings) BOUNDARY_HIPCHAT_OPTS (in module settings) BOUNDARY_METRICS (in module settings) BOUNDARY_OPTIMUM_RUN_DURATION (in module settings) BOUNDARY_PAGERDUTY_OPTS (in module settings) BOUNDARY_PROCESSES (in module settings) BOUNDARY_SLACK_OPTS (in module settings) BOUNDARY_SMTP_OPTS (in module settings) bq_backfill() (in module vista.bq_backfill) (in module webapp.webapp) bq_query() (in module webapp.webapp) bq_update() (in module vista.bq_update) (in module webapp.webapp)

C

calculate_features_profile() (in module features_profile) CANARY_METRIC (in module settings) CARBON_HOST (in module settings) CARBON_PICKLE_PORT (in module settings) CARBON_PORT (in module settings) CHECK_AIRGAPS (in module settings) check_auth() (in module webapp.webapp) check_consensus() (MirageVortex method) CHECK_DATA_SPARSITY (in module settings) check_if_parent_is_alive() (Analyzer method) (AnalyzerBatch method) (AnalyzerDev method) (AnalyzerLabelledMetrics method) (Cloudburst method) (Cloudbursts method) (Crucible method) (Fetcher method) (Ionosphere method) (Listen method) (Luminosity method) (Metrics_Manager method) (Mirage method) (MirageLabelledMetrics method) (MirageVortex method) (MotifAnnihilation method) (Panorama method) (PrometheusMetrics method) (RelatedMetrics method) (RollingThunder method) (Roomba method) (SNAB method) (SNAB_flux_load_test method) (Thunder method) (ThunderAlert method) (Worker method), [1] check_valid_algorithms() (MirageVortex method) CHUNK_SIZE (in module settings) classify_anomalies() (in module luminosity.classify_anomalies) (Luminosity method) classify_metrics() (in module luminosity.classify_metrics) (Luminosity method) clear_trigger_history() (MirageLabelledMetrics method) Cloudburst (class in luminosity.cloudburst) cloudburst_table_meta() (in module database) Cloudbursts (class in luminosity.cloudbursts) cloudbursts_table_meta() (in module database) comments_table_meta() (in module database) compute_bin() (in module analyzer.algorithms) CONSENSUS (in module settings) CORRELATE_ALERTS_ONLY (in module settings) create_check_file_from_hash_key() (MirageLabelledMetrics method) create_echo_timeseries() (MirageVortex method) create_features_profile() (in module ionosphere_functions) create_fp_ts_graph() (in module ionosphere_functions) create_global_metrics_type_dict() (in module horizon.prometheus) create_global_metrics_with_id_dict() (in module horizon.prometheus) create_global_prom_to_vm_metrics_dict() (in module horizon.prometheus) create_global_reload_skip_dict() (in module horizon.prometheus) create_global_shard_metrics_dict() (in module horizon.prometheus) create_global_skip_dict() (in module horizon.prometheus) create_ionosphere_layers() (in module webapp.ionosphere_backend) create_matplotlib_graph module create_matplotlib_graph() (in module create_matplotlib_graph) crucible module Crucible (class in crucible.crucible) crucible() (in module webapp.webapp) crucible.crucible module

crucible.crucible_algorithms module CRUCIBLE_CHECK_PATH (in module settings) CRUCIBLE_DATA_FOLDER (in module settings) CRUCIBLE_PROCESSES (in module settings) CRUCIBLE_TESTS_TIMEOUT (in module settings) csv_to_timeseries_data() (in module webapp.webapp) current_value_below() (in module custom_algorithms_to_run_conditions) CUSTOM_ALERT_OPTS (in module settings) custom_algorithms module CUSTOM_ALGORITHMS (in module settings) custom_algorithms.abs_stddev_from_median module custom_algorithms.adtk_level_shift module custom_algorithms.adtk_persist module custom_algorithms.adtk_seasonal module custom_algorithms.adtk_volatility_shift module custom_algorithms.anomalous_daily_peak module custom_algorithms.dbscan module custom_algorithms.irregular_unstable module custom_algorithms.isolation_forest module custom_algorithms.lad module custom_algorithms.last_same_hours module custom_algorithms.lof module custom_algorithms.low_variance_anomalous_peak_trough module custom_algorithms.m66 module custom_algorithms.macd module custom_algorithms.median_absolute_deviation module custom_algorithms.mstl module custom_algorithms.one_class_svm module custom_algorithms.pca module custom_algorithms.probabilistic_forecasts_generalized_pareto_distribution_ets module custom_algorithms.sigma module custom_algorithms.significant_change_window_percent_sustained module custom_algorithms.single_value_anomaly module custom_algorithms.skyline_matrixprofile module custom_algorithms.skyline_prophet module custom_algorithms.spectral_entropy module custom_algorithms.spectral_residual module custom_algorithms_to_run module custom_algorithms_to_run_conditions module CUSTOM_STALE_PERIOD (in module settings)

D

DATA_UPLOADS_PATH (in module settings) database module dbscan() (in module custom_algorithms.dbscan) DEBUG_CUSTOM_ALGORITHMS (in module settings) decode_token() (in module webapp.webapp) detect_drop_off_cliff() (in module crucible.crucible_algorithms) determine_array_median() (in module analyzer.algorithms) (in module analyzer.algorithms_batch) determine_db_id() (Panorama method) determine_median() (in module analyzer.algorithms) (in module analyzer.algorithms_batch) (in module analyzer_dev.algorithms_dev) (in module mirage.mirage_algorithms) (in module mirage.mirage_vortex_algorithms)

determine_pearson_closest() (in module webapp.luminosity_pearson_closest) disable_features_profile_family_tree() (in module webapp.ionosphere_backend) DO_NOT_ALERT_ON_STALE_METRICS (in module settings) DO_NOT_SKIP_LIST (in module settings) DO_NOT_SKIP_SKYLINE_FEEDBACK_NAMESPACES (in module settings) DOCKER (in module settings) DOCKER_DISPLAY_REDIS_PASSWORD_IN_REBROW (in module settings) DOCKER_FAKE_EMAIL_ALERTS (in module settings) docs() (in module webapp.webapp) dump_garbage() (Mirage method)

E

echo_get_metric_from_metrics() (in module ionosphere.echo) edit_ionosphere_layers() (in module webapp.ionosphere_backend) EmptyTimeseries ENABLE_ALERTS (in module settings) ENABLE_ALGORITHM_RUN_METRICS (in module settings) ENABLE_ALL_ALGORITHMS_RUN_METRICS (in module settings) ENABLE_BOUNDARY_DEBUG (in module settings) ENABLE_CRUCIBLE (in module settings) ENABLE_CRUCIBLE_DEBUG (in module settings) ENABLE_DEBUG (in module settings) ENABLE_DEBUG_ERROR_LOGS (in module settings) ENABLE_FULL_DURATION_ALERTS (in module settings) ENABLE_IONOSPHERE_DEBUG (in module settings) ENABLE_LUMINOSITY_DEBUG (in module settings)

ENABLE_MIRAGE (in module settings) ENABLE_PANORAMA_DEBUG (in module settings) ENABLE_SECOND_ORDER (in module settings) ENABLE_WEBAPP_DEBUG (in module settings) encode_graphite_metric_name() (in module skyline_functions) engine_disposal() (in module database) (in module webapp.crucible_backend) (in module webapp.ionosphere_backend) expected_features_profiles_dirs() (in module webapp.ionosphere_backend) expose_metrics() (in module webapp.expose_metrics) EXPOSE_PROMETHEUS_METRICS (in module settings) external_alert_configs module EXTERNAL_ALERTS (in module settings) EXTERNAL_SETTINGS (in module settings)

F

fail_check() (in module skyline_functions) feature_name_id() (in module features_profile) feature_profile_layer_alogrithms() (in module webapp.ionosphere_backend) feature_profile_layers_detail() (in module webapp.ionosphere_backend) features_profile module features_profile_details() (in module webapp.ionosphere_backend) features_profile_family_tree() (in module webapp.ionosphere_backend) fetch_process() (Fetcher method) Fetcher (class in vista.fetcher) filesafe_metricname() (in module skyline_functions) find_class() (SafeUnpickler method) find_cloudbursts() (Cloudburst method) find_related() (Cloudbursts method) (RelatedMetrics method) find_repetitive_patterns() (in module ionosphere.find_repetitive_patterns) first_hour_average() (in module analyzer.algorithms) (in module analyzer.algorithms_batch) (in module analyzer_dev.algorithms_dev) (in module crucible.crucible_algorithms) (in module mirage.mirage_algorithms) (in module mirage.mirage_vortex_algorithms) flux module flux.logger module FLUX_AGGREGATE_NAMESPACES (in module settings) FLUX_API_KEYS (in module settings) FLUX_BACKLOG (in module settings) FLUX_CARBON_HOST (in module settings) FLUX_CARBON_PICKLE_PORT (in module settings) FLUX_CARBON_PORT (in module settings) FLUX_CHECK_LAST_TIMESTAMP (in module settings)

FLUX_DROP_BUCKET_METRICS (in module settings) FLUX_EXTERNAL_AGGREGATE_NAMESPACES (in module settings) flux_frontend() (in module webapp.webapp) FLUX_GRAPHITE_WHISPER_PATH (in module settings) FLUX_IP (in module settings) FLUX_LAST_KNOWN_VALUE_NAMESPACES (in module settings) FLUX_MAX_AGE (in module settings) FLUX_NAMESPACE_QUOTAS (in module settings) FLUX_OTEL_ENABLED (in module settings) FLUX_PERSIST_QUEUE (in module settings) FLUX_PORT (in module settings) FLUX_PROCESS_UPLOADS (in module settings) FLUX_PROMETHEUS_MAX_AGE (in module settings) FLUX_SAVE_UPLOADS (in module settings) FLUX_SAVE_UPLOADS_PATH (in module settings) FLUX_SELF_API_KEY (in module settings) FLUX_SEND_TO_CARBON (in module settings) FLUX_SEND_TO_STATSD (in module settings) FLUX_STATSD_HOST (in module settings) FLUX_STATSD_PORT (in module settings) FLUX_TORNADO_ENABLED (in module settings) FLUX_TORNADO_URL (in module settings) FLUX_UPLOADS_KEYS (in module settings) FLUX_VERBOSE_LOGGING (in module settings) FLUX_WORKERS (in module settings) FLUX_ZERO_FILL_NAMESPACES (in module settings) forward_alert() (in module skyline_functions) fp_create_engine_disposal() (in module ionosphere_functions) fp_create_get_an_engine() (in module ionosphere_functions) fp_match_plots module FULL_DURATION (in module settings) FULL_NAMESPACE (in module settings) FULLY_POPULATED_PERCENTAGE (in module settings)

G

gen_unpickle() (Listen method) generate_labelled_metric_name() (MirageVortex method) get_algorithm_scores_plot() (in module algorithm_scores_plot) get_an_engine() (in module webapp.crucible_backend) (in module webapp.ionosphere_backend) get_analysed_events() (in module webapp.get_analysed_events) get_anomaly_type() (in module skyline_functions) get_bin_edges() (in module analyzer.algorithms) get_calculated_features() (in module ionosphere.common_functions) get_classify_metrics() (in module webapp.luminosity_backend) get_client_details() (in module webapp.webapp) get_cloudburst_plot() (in module webapp.luminosity_plot_cloudburst) get_cloudbursts() (in module webapp.luminosity_cloudbursts) get_cluster_data() (in module webapp.backend) get_consensus() (in module webapp.vortex) get_correlations() (in module ionosphere_functions) get_crucible_job() (in module webapp.crucible_backend) get_crucible_jobs() (in module webapp.crucible_backend) get_custom_algorithms_to_run() (in module custom_algorithms_to_run) get_data_source() (in module webapp.vortex) get_engine() (in module database) get_external_alert_configs() (in module external_alert_configs) get_features_profiles_to_validate() (in module webapp.ionosphere_backend) get_features_to_compare() (in module ionosphere.learn_repetitive_patterns) get_filtered_metrics() (in module webapp.luminosity_cloudbursts) get_fp_matches() (in module webapp.ionosphere_backend) get_function_name() (in module analyzer.algorithms) (in module analyzer.algorithms_batch) (in module analyzer_dev.algorithms_dev) (in module custom_algorithms) (in module mirage.mirage_algorithms) (in module mirage.mirage_vortex_algorithms) get_global_metrics_type_dict() (in module horizon.prometheus) get_global_metrics_with_id_dict() (in module horizon.prometheus) get_global_prom_to_vm_metrics_dict() (in module horizon.prometheus) get_global_reload_skip_dict() (in module horizon.prometheus) get_global_shard_metrics_dict() (in module horizon.prometheus) get_global_skip_dict() (in module horizon.prometheus) get_graphite_custom_headers() (in module skyline_functions) get_graphite_graph_image() (in module skyline_functions) get_graphite_metric() (in module skyline_functions) get_graphite_port() (in module skyline_functions) get_graphite_render_uri() (in module skyline_functions) get_ionosphere_fp_ids() (in module ionosphere.learn) get_ionosphere_learn_details() (in module ionosphere_functions) get_ionosphere_performance() (in module webapp.ionosphere_performance) get_ionosphere_record() (in module ionosphere.learn) get_learn_json() (in module ionosphere.learn) get_matched_id_resources() (in module webapp.ionosphere_backend) get_matched_motif_id() (in module webapp.ionosphere_backend)

get_matched_motifs() (in module webapp.ionosphere_backend) get_memcache_fp_ids_object() (in module skyline_functions) get_memcache_metric_object() (in module skyline_functions) get_metric_data_from_archive() (MirageVortex method) get_metric_from_metrics() (in module ionosphere.learn) get_metric_ids() (in module webapp.luminosity_cloudbursts) get_metrics_db_object() (in module ionosphere.common_functions) get_metrics_to_evaluate() (in module ionosphere.learn_repetitive_patterns) get_metrics_to_train() (in module ionosphere.learn_repetitive_patterns) get_metrics_with_features_profiles_to_validate() (in module webapp.ionosphere_backend) get_mirage_not_anomalous_metrics() (in module webapp.backend) get_motif_annihilations_to_validate() (in module webapp.motif_annihilations_to_validate) get_panorama_all_activity() (in module webapp.api_get_panorama_all_activity) get_prometheus_scrape_metrics() (in module webapp.webapp) get_redis() (in module webapp.webapp) get_redis_conn() (in module skyline_functions) get_redis_conn_decoded() (in module skyline_functions) get_related() (in module ionosphere_functions) get_remote_data() (Metrics_Manager method) get_run_algorithms() (in module webapp.vortex) get_snab_algorithms() (in module webapp.snab_backend) get_snab_engine() (in module webapp.get_snab_report) (in module webapp.get_snab_results) (in module webapp.snab_backend) get_snab_report() (in module webapp.get_snab_report) get_snab_results() (in module webapp.get_snab_results) get_timeseries_from_data_source() (in module webapp.vortex) get_timeseries_from_training_data() (in module webapp.vortex) get_training_to_evaluate() (in module ionosphere.learn_repetitive_patterns) get_user_details() (in module skyline_functions) get_vortex_results() (in module webapp.vortex) get_yhat_values() (in module webapp.backend) GRAPH_URL (in module settings) GRAPHITE_AUTH_HEADER (in module settings) GRAPHITE_CONNECT_TIMEOUT (in module settings) GRAPHITE_CUSTOM_HEADERS (in module settings) GRAPHITE_GRAPH_SETTINGS (in module settings) GRAPHITE_HOST (in module settings) GRAPHITE_PORT (in module settings) GRAPHITE_PROTOCOL (in module settings) GRAPHITE_READ_TIMEOUT (in module settings) GRAPHITE_RENDER_URI (in module settings) GRAPHITE_SOURCE (in module settings) grubbs() (in module analyzer.algorithms) (in module analyzer.algorithms_batch) (in module analyzer_dev.algorithms_dev) (in module crucible.crucible_algorithms) (in module mirage.mirage_algorithms) (in module mirage.mirage_vortex_algorithms) gzipped() (in module webapp.webapp)

H

HIPCHAT_ENABLED (in module settings) HIPCHAT_OPTS (in module settings) histogram_bins() (in module analyzer.algorithms) (in module analyzer.algorithms_batch) (in module analyzer_dev.algorithms_dev) (in module crucible.crucible_algorithms) (in module mirage.mirage_algorithms) (in module mirage.mirage_vortex_algorithms) historical_data_dir_exists() (in module skyline_functions) horizon module Horizon (class in horizon.agent) horizon.agent module

horizon.listen module horizon.prometheus module horizon.roomba module horizon.worker module HORIZON_IP (in module settings) HORIZON_SHARD_DEBUG (in module settings) HORIZON_SHARD_PICKLE_PORT (in module settings) HORIZON_SHARDS (in module settings) HTTP_ALERTERS_ENABLED (in module settings) HTTP_ALERTERS_OPTS (in module settings)

I

IDENTIFY_AIRGAPS (in module settings) identify_airgaps() (in module analyzer.algorithms) IDENTIFY_UNORDERED_TIMESERIES (in module settings) in_list() (in module skyline_functions) in_shard() (Worker method) in_skip_list() (Worker method) index() (in module webapp.webapp) insert_new_metric() (Panorama method) internal_error() (in module webapp.webapp) ionosphere module Ionosphere (class in ionosphere.ionosphere) ionosphere() (in module webapp.webapp) ionosphere.common_functions module ionosphere.echo module ionosphere.find_repetitive_patterns module ionosphere.inference module ionosphere.ionosphere module ionosphere.layers module ionosphere.learn module ionosphere.learn_repetitive_patterns module ionosphere.motif_annihilation module IONOSPHERE_AUTOBUILD (in module settings) IONOSPHERE_CHECK_MAX_AGE (in module settings) IONOSPHERE_CHECK_PATH (in module settings) IONOSPHERE_CUSTOM_KEEP_TRAINING_TIMESERIES_FOR (in module settings) ionosphere_data() (in module webapp.ionosphere_backend) IONOSPHERE_DATA_FOLDER (in module settings) ionosphere_echo() (in module ionosphere.echo) IONOSPHERE_ECHO_ENABLED (in module settings) IONOSPHERE_ECHO_FEATURES_PERCENT_SIMILAR (in module settings) IONOSPHERE_ECHO_MAX_FP_CREATE_TIME (in module settings) IONOSPHERE_ECHO_MINMAX_SCALING_FEATURES_PERCENT_SIMILAR (in module settings) IONOSPHERE_ENABLED (in module settings) IONOSPHERE_ENFORCE_DOWNSAMPLING (in module settings) IONOSPHERE_FEATURES_PERCENT_SIMILAR (in module settings) ionosphere_features_profile() (in module webapp.webapp_features_profile) ionosphere_file() (in module webapp.webapp) ionosphere_files() (in module webapp.webapp) IONOSPHERE_FIND_REPETITIVE_PATTERNS (in module settings) ionosphere_find_repetitive_patterns() (in module ionosphere.find_repetitive_patterns) ionosphere_functions module ionosphere_get_metrics_dir() (in module webapp.ionosphere_backend)

IONOSPHERE_GRAPHITE_NOW_GRAPHS_OVERRIDE (in module settings) IONOSPHERE_HISTORICAL_DATA_FOLDER (in module settings) ionosphere_images() (in module webapp.webapp) IONOSPHERE_INFERENCE_MASS_TS_MAX_DISTANCE (in module settings) IONOSPHERE_INFERENCE_MOTIFS_ENABLED (in module settings) IONOSPHERE_INFERENCE_MOTIFS_RANGE_PADDING (in module settings) IONOSPHERE_INFERENCE_MOTIFS_SETTINGS (in module settings) IONOSPHERE_INFERENCE_MOTIFS_SINGLE_MATCH (in module settings) IONOSPHERE_INFERENCE_MOTIFS_TEST_ONLY (in module settings) IONOSPHERE_INFERENCE_MOTIFS_TOP_MATCHES (in module settings) IONOSPHERE_KEEP_TRAINING_TIMESERIES_FOR (in module settings) ionosphere_layers_matched_table_meta() (in module database) ionosphere_layers_table_meta() (in module database) IONOSPHERE_LAYERS_USE_APPROXIMATELY_CLOSE (in module settings) IONOSPHERE_LEARN (in module settings) ionosphere_learn() (in module ionosphere.learn) IONOSPHERE_LEARN_DEFAULT_FULL_DURATION_DAYS (in module settings) IONOSPHERE_LEARN_DEFAULT_MAX_GENERATIONS (in module settings) IONOSPHERE_LEARN_DEFAULT_MAX_PERCENT_DIFF_FROM_ORIGIN (in module settings) IONOSPHERE_LEARN_DEFAULT_VALID_TIMESERIES_OLDER_THAN_SECONDS (in module settings) IONOSPHERE_LEARN_FOLDER (in module settings) IONOSPHERE_LEARN_NAMESPACE_CONFIG (in module settings) IONOSPHERE_LEARN_REPETITIVE_PATTERNS (in module settings) ionosphere_learn_repetitive_patterns() (in module ionosphere.learn_repetitive_patterns) IONOSPHERE_MANAGE_PURGE (in module settings) ionosphere_matched_table_meta() (in module database) IONOSPHERE_MAX_RUNTIME (in module settings) ionosphere_metric_data() (in module webapp.ionosphere_backend) IONOSPHERE_MINMAX_SCALING_ENABLED (in module settings) IONOSPHERE_MINMAX_SCALING_RANGE_TOLERANCE (in module settings) ionosphere_minmax_table_meta() (in module database) ionosphere_motif_inference() (in module ionosphere.inference) IONOSPHERE_PERFORMANCE_DATA_POPULATE_CACHE (in module settings) IONOSPHERE_PERFORMANCE_DATA_POPULATE_CACHE_DEPTH (in module settings) IONOSPHERE_PROCESSES (in module settings) IONOSPHERE_PROFILES_FOLDER (in module settings) IONOSPHERE_REPETITIVE_PATTERNS_EXCLUDE (in module settings) IONOSPHERE_REPETITIVE_PATTERNS_INCLUDE (in module settings) IONOSPHERE_REPETITIVE_PATTERNS_MINMAX_AVG_VALUE (in module settings) ionosphere_search() (in module webapp.ionosphere_backend) ionosphere_show_graphs() (in module webapp.ionosphere_backend) ionosphere_table_meta() (in module database) IONOSPHERE_UNTRAINABLES (in module settings) IONOSPHERE_VERBOSE_LOGGING (in module settings) irregular_unstable() (in module custom_algorithms.irregular_unstable) is_anomalously_anomalous() (in module analyzer.algorithms) (in module analyzer.algorithms_batch) (in module analyzer_dev.algorithms_dev) (in module mirage.mirage_algorithms) is_batch_metric() (in module skyline_functions) is_check_airgap_metric() (in module skyline_functions) is_derivative_metric() (in module skyline_functions) is_labelled_metric() (MirageVortex method) isolation_forest() (in module custom_algorithms.isolation_forest)

J

JULIA_OPTS (in module settings)

K

ks_test() (in module analyzer.algorithms) (in module analyzer.algorithms_batch) (in module analyzer_dev.algorithms_dev) (in module crucible.crucible_algorithms) (in module mirage.mirage_algorithms) (in module mirage.mirage_vortex_algorithms)

L

label_anomalies() (in module webapp.ionosphere_backend) labelled_metrics_spin_process() (AnalyzerLabelledMetrics method) lad() (in module custom_algorithms.lad) LAST_KNOWN_VALUE_NAMESPACES (in module settings) last_same_hours() (in module custom_algorithms.last_same_hours) layers_algorithms_table_meta() (in module database) learn_load_metric_vars() (in module ionosphere.learn) least_squares() (in module analyzer.algorithms) (in module analyzer.algorithms_batch) (in module analyzer_dev.algorithms_dev) (in module crucible.crucible_algorithms) (in module mirage.mirage_algorithms) (in module mirage.mirage_vortex_algorithms) limit_remote_addr() (in module webapp.webapp) Listen (class in horizon.listen) listen_pickle() (Listen method) listen_udp() (Listen method) load_metric_vars() (in module skyline_functions) loads() (SafeUnpickler class method) LOCAL_DEBUG (in module analyzer.alerters) (in module analyzer.algorithms_batch) (in module mirage.mirage_alerters) LOCAL_EXTERNAL_SETTINGS (in module settings) lof() (in module custom_algorithms.lof) LOG_PATH (in module settings) logstash_test() (in module webapp.webapp) low_variance_anomalous_peak_trough() (in module custom_algorithms.low_variance_anomalous_peak_trough) LUMINOL_CROSS_CORRELATION_THRESHOLD (in module settings) luminosity module Luminosity (class in luminosity.luminosity) luminosity() (in module webapp.webapp) luminosity.classify_anomalies module

luminosity.classify_metrics module luminosity.cloudburst module luminosity.cloudbursts module luminosity.luminosity module luminosity.related_metrics module LUMINOSITY_CLASSIFY_ANOMALIES (in module settings) LUMINOSITY_CLASSIFY_ANOMALIES_SAVE_PLOTS (in module settings) LUMINOSITY_CLASSIFY_ANOMALY_ALGORITHMS (in module settings) LUMINOSITY_CLASSIFY_METRICS_LEVEL_SHIFT (in module settings) LUMINOSITY_CLOUDBURST_ENABLED (in module settings) LUMINOSITY_CLOUDBURST_PROCESSES (in module settings) LUMINOSITY_CLOUDBURST_RUN_EVERY (in module settings) LUMINOSITY_CLOUDBURST_SKIP_METRICS (in module settings) LUMINOSITY_CORRELATE_ALL (in module settings) LUMINOSITY_CORRELATE_NAMESPACES_ONLY (in module settings) LUMINOSITY_CORRELATION_MAPS (in module settings) LUMINOSITY_DATA_FOLDER (in module settings) LUMINOSITY_LEVEL_SHIFT_SKIP_NAMESPACES (in module settings) LUMINOSITY_PROCESSES (in module settings) LUMINOSITY_RELATED_METRICS (in module settings) LUMINOSITY_RELATED_METRICS_MAX_5MIN_LOADAVG (in module settings) LUMINOSITY_RELATED_METRICS_MIN_CORRELATION_COUNT_PERCENTILE (in module settings) LUMINOSITY_RELATED_METRICS_MINIMUM_CORRELATIONS_COUNT (in module settings) LUMINOSITY_RELATED_TIME_PERIOD (in module settings) luminosity_remote_data() (in module webapp.backend) luminosity_remote_data_endpoint() (in module webapp.webapp) luminosity_table_meta() (in module database)

M

m66() (in module custom_algorithms.m66) macd() (in module custom_algorithms.macd) manage_ionosphere_unique_metrics() (Ionosphere method) match_metric() (in module webapp.webapp) matched_or_regexed_in_list module matched_or_regexed_in_list() (in module matched_or_regexed_in_list) MAX_AIRGAP_PERIOD (in module settings) MAX_ANALYZER_PROCESS_RUNTIME (in module settings) MAX_QUEUE_SIZE (in module settings) MAX_RESOLUTION (in module settings) MAX_TOLERABLE_BOREDOM (in module settings) mean_subtraction_cumulation() (in module analyzer.algorithms) (in module analyzer.algorithms_batch) (in module analyzer_dev.algorithms_dev) (in module crucible.crucible_algorithms) (in module mirage.mirage_algorithms) (in module mirage.mirage_vortex_algorithms) median_absolute_deviation() (in module analyzer.algorithms) (in module analyzer.algorithms_batch) (in module analyzer_dev.algorithms_dev) (in module crucible.crucible_algorithms) (in module custom_algorithms.median_absolute_deviation) (in module mirage.mirage_algorithms) (in module mirage.mirage_vortex_algorithms) MEMCACHE_ENABLED (in module settings) MEMCACHED_SERVER_IP (in module settings) MEMCACHED_SERVER_PORT (in module settings) MEMRAY_ENABLED (in module settings) metric_group_info_table_meta() (in module database) metric_group_table_meta() (in module database) metric_in_shard() (PrometheusMetrics method) metric_layers_alogrithms() (in module webapp.ionosphere_backend) metric_management_process() (Metrics_Manager method) metric_name_labels_parser() (AnalyzerLabelledMetrics method) METRICS_INACTIVE_AFTER (in module settings) Metrics_Manager (class in analyzer.metrics_manager) metrics_table_meta() (in module database) MIN_TOLERABLE_LENGTH (in module settings) MINI_DURATION (in module settings) MINI_NAMESPACE (in module settings) minmax_scale_check() (in module ionosphere.common_functions) mirage module Mirage (class in mirage.mirage) mirage.mirage module mirage.mirage_alerters module mirage.mirage_algorithms module mirage.mirage_irregular_unstable module mirage.mirage_labelled_metrics module mirage.mirage_vortex module mirage.mirage_vortex_algorithms module mirage.negaters module MIRAGE_ALGORITHMS (in module settings) MIRAGE_ALWAYS_METRICS (in module settings) MIRAGE_ANALYSIS_RESOLUTION (in module settings) MIRAGE_AUTOFILL_TOOSHORT (in module settings) MIRAGE_CHECK_PATH (in module settings) MIRAGE_CHECK_REPETITIVE_DAILY_PEAKS (in module settings) MIRAGE_CONSENSUS (in module settings) MIRAGE_CRUCIBLE_ENABLED (in module settings) MIRAGE_DATA_FOLDER (in module settings) MIRAGE_ENABLE_ALERTS (in module settings) MIRAGE_ENABLE_SECOND_ORDER (in module settings) mirage_irregular_unstable() (in module mirage.mirage_irregular_unstable) mirage_load_metric_vars() (in module skyline_functions) (Mirage method) (MirageLabelledMetrics method) MIRAGE_PERIODIC_CHECK (in module settings) MIRAGE_PERIODIC_CHECK_INTERVAL (in module settings) MIRAGE_PERIODIC_CHECK_NAMESPACES (in module settings) MIRAGE_PROCESSES (in module settings) MIRAGE_SKIP_IRREGULAR_UNSTABLE (in module settings) MIRAGE_STALE_SECONDS (in module settings) MirageLabelledMetrics (class in mirage.mirage_labelled_metrics) MirageVortex (class in mirage.mirage_vortex) mkdir_p() (in module skyline_functions) mock_api() (in module webapp.webapp) module algorithm_exceptions algorithm_scores_plot analyzer analyzer.agent_batch analyzer.alerters analyzer.algorithms analyzer.algorithms_batch analyzer.analyzer analyzer.analyzer_batch analyzer.analyzer_labelled_metrics analyzer.metrics_manager analyzer_dev analyzer_dev.algorithms_dev analyzer_dev.analyzer_dev boundary boundary.boundary_alerters create_matplotlib_graph crucible crucible.crucible crucible.crucible_algorithms custom_algorithms custom_algorithms.abs_stddev_from_median custom_algorithms.adtk_level_shift custom_algorithms.adtk_persist custom_algorithms.adtk_seasonal custom_algorithms.adtk_volatility_shift custom_algorithms.anomalous_daily_peak custom_algorithms.dbscan custom_algorithms.irregular_unstable custom_algorithms.isolation_forest custom_algorithms.lad custom_algorithms.last_same_hours custom_algorithms.lof custom_algorithms.low_variance_anomalous_peak_trough custom_algorithms.m66 custom_algorithms.macd custom_algorithms.median_absolute_deviation custom_algorithms.mstl custom_algorithms.one_class_svm custom_algorithms.pca custom_algorithms.probabilistic_forecasts_generalized_pareto_distribution_ets custom_algorithms.sigma custom_algorithms.significant_change_window_percent_sustained custom_algorithms.single_value_anomaly custom_algorithms.skyline_matrixprofile custom_algorithms.skyline_prophet custom_algorithms.spectral_entropy custom_algorithms.spectral_residual custom_algorithms_to_run custom_algorithms_to_run_conditions database external_alert_configs features_profile flux flux.logger fp_match_plots horizon horizon.agent horizon.listen horizon.prometheus horizon.roomba horizon.worker ionosphere ionosphere.common_functions ionosphere.echo ionosphere.find_repetitive_patterns ionosphere.inference ionosphere.ionosphere ionosphere.layers ionosphere.learn ionosphere.learn_repetitive_patterns ionosphere.motif_annihilation ionosphere_functions luminosity luminosity.classify_anomalies luminosity.classify_metrics luminosity.cloudburst luminosity.cloudbursts luminosity.luminosity luminosity.related_metrics matched_or_regexed_in_list mirage mirage.mirage mirage.mirage_alerters mirage.mirage_algorithms mirage.mirage_irregular_unstable mirage.mirage_labelled_metrics mirage.mirage_vortex mirage.mirage_vortex_algorithms mirage.negaters motif_match_types motif_plots panorama panorama.panorama plot_motif_window settings skyline skyline_functions skyline_version slack_functions snab snab.algorithms snab.snab snab.snab_flux_load_test snab.snab_flux_load_test_agent snab.snab_results_algorithms thunder thunder.thunder thunder.thunder_alert thunder.thunder_alerters thunder.thunder_rolling tsfresh_feature_names tsfresh_features tsfresh_features.autobuild_features_profile_tables tsfresh_features.generate_tsfresh_features validate_settings validate_settings_test vista vista.agent vista.bq_backfill vista.bq_update vista.fetcher vista.worker webapp webapp.add_bq_backfill_job webapp.add_bq_update_job webapp.api_alias_features_profile webapp.api_bq_query webapp.api_create_training_data webapp.api_get_anomalies_updated webapp.api_get_anomaly webapp.api_get_bulk_training_data webapp.api_get_fp_timeseries webapp.api_get_metric_anomalies webapp.api_get_namespace_metric_count webapp.api_get_panorama_all_activity webapp.api_populate_redis_metric webapp.api_reprocess_batch_metrics webapp.backend webapp.crucible_backend webapp.expose_metrics webapp.get_analysed_events webapp.get_snab_report webapp.get_snab_results webapp.ionosphere_backend webapp.ionosphere_performance webapp.luminosity_backend webapp.luminosity_cloudbursts webapp.luminosity_pearson_closest webapp.luminosity_plot_cloudburst webapp.motif_annihilations_to_validate webapp.on_demand_motif_analysis webapp.panorama_plot_anomalies webapp.save_training_data_comment webapp.snab_backend webapp.timeseries_graph webapp.utilities webapp.vortex webapp.webapp webapp.webapp_features_profile webapp.wind

MONOTONIC_METRIC_NAMESPACES (in module settings) motif_match_types module motif_match_types_dict() (in module motif_match_types) motif_plots module MotifAnnihilation (class in ionosphere.motif_annihilation) motifs_matched_table_meta() (in module database) move_file() (in module skyline_functions) mstl() (in module custom_algorithms.mstl) mute_alerts_on() (in module webapp.webapp) mysql_insert() (Ionosphere method) mysql_select() (in module skyline_functions)

N

namespace_stale_metrics() (in module webapp.backend) negate_analyzer_alert() (in module mirage.negaters) NEGATE_ANALYZER_ALERTS (in module settings) negate_hipchat() (in module mirage.negaters) negate_syslog() (in module mirage.negaters) negatives_present() (in module analyzer.algorithms) (in module analyzer.algorithms_batch) (in module mirage.mirage_algorithms) (in module mirage.mirage_vortex_algorithms) new_load_metric_vars() (Crucible method) (Ionosphere method) (Panorama method) no_numba_yhat_dict() (in module webapp.backend) NON_DERIVATIVE_MONOTONIC_METRICS (in module settings)

nonNegativeDerivative() (in module skyline_functions) not_anomalous_motifs_table_meta() (in module database) now() (in module webapp.webapp) NUMBA_CACHE_DIR (in module settings) numba_histogram() (in module analyzer.algorithms) numba_histogram_bins() (in module analyzer.algorithms) numba_mean_subtraction_cumulation() (in module analyzer.algorithms) numba_median_absolute_deviation() (in module analyzer.algorithms) numba_minmax() (in module ionosphere.common_functions) numba_projected_errors() (in module analyzer.algorithms) numba_sigma3_array() (in module webapp.backend) numba_stddev_from_average() (in module analyzer.algorithms) numba_yhat_dict() (in module webapp.backend) NUMBER_OF_ANOMALIES_TO_STORE_IN_PANORAMA (in module settings)

O

OCULUS_HOST (in module settings) on_demand_motif_analysis() (in module webapp.on_demand_motif_analysis) one_class_svm() (in module custom_algorithms.one_class_svm) OTEL_ENABLED (in module settings)

OTEL_JAEGEREXPORTER_AGENT_HOST_NAME (in module settings) OTEL_JAEGEREXPORTER_AGENT_PORT (in module settings) otel_trace() (in module webapp.webapp) OTHER_SKYLINE_REDIS_INSTANCES (in module settings) override_skyline_version() (in module webapp.webapp)

P

PAGERDUTY_ENABLED (in module settings) PAGERDUTY_OPTS (in module settings) PANDAS_VERSION (in module settings) panorama module Panorama (class in panorama.panorama) panorama() (in module webapp.webapp) panorama.panorama module panorama_anomalies() (in module webapp.webapp) panorama_anomaly_details() (in module webapp.backend) PANORAMA_CHECK_INTERVAL (in module settings) PANORAMA_CHECK_MAX_AGE (in module settings) PANORAMA_CHECK_PATH (in module settings) PANORAMA_DATABASE (in module settings) PANORAMA_DBHOST (in module settings) PANORAMA_DBPORT (in module settings) PANORAMA_DBUSER (in module settings) PANORAMA_DBUSERPASS (in module settings) PANORAMA_ENABLED (in module settings) PANORAMA_EXPIRY_TIME (in module settings) PANORAMA_INSERT_METRICS_IMMEDIATELY (in module settings) panorama_not_anomalous() (in module webapp.webapp) panorama_plot_anomalies() (in module webapp.panorama_plot_anomalies)

PANORAMA_PROCESSES (in module settings) panorama_request() (in module webapp.backend) PaulBourke (class in luminosity.luminosity) pca() (in module custom_algorithms.pca) PICKLE_PORT (in module settings) PICKLE_SAFE (SafeUnpickler attribute) PID_PATH (in module settings) plot_fp_match() (in module fp_match_plots) plot_motif_match() (in module motif_plots) plot_motif_window module plot_motif_window() (in module plot_motif_window) plot_not_anomalous_metric() (in module webapp.backend) PLOT_REDIS_DATA (in module settings) populate_redis() (Mirage method) probabilistic_forecasts_generalized_pareto_distribution_ets() (in module custom_algorithms.probabilistic_forecasts_generalized_pareto_distribution_ets) process_ionosphere_echo() (Ionosphere method) process_ionosphere_results() (MirageVortex method) PROMETHEUS_INGESTION (in module settings) PROMETHEUS_SETTINGS (in module settings) PrometheusMetrics (class in horizon.prometheus) prune_find_repetitive_patterns_dirs() (in module ionosphere.find_repetitive_patterns) purge_old_data_dirs() (Ionosphere method) python_version (in module crucible.crucible_algorithms)

R

read_all() (Listen method) rebrow() (in module webapp.webapp) rebrow_key() (in module webapp.webapp) rebrow_keys() (in module webapp.webapp) rebrow_server_db() (in module webapp.webapp) record_algorithm_error() (in module analyzer.algorithms) (in module analyzer.algorithms_batch) (in module custom_algorithms) (in module mirage.mirage_algorithms) (in module mirage.mirage_vortex_algorithms) REDIS_PASSWORD (in module settings) REDIS_SOCKET_PATH (in module settings) RelatedMetrics (class in luminosity.related_metrics) REMOTE_SKYLINE_INSTANCES (in module settings) remove_metric_check_file() (Ionosphere method) remove_namespace_quota() (in module webapp.webapp) remove_thunder_alert_key() (ThunderAlert method) remove_work_list_from_redis_set() (in module ionosphere.learn) RepresentsInt() (in module skyline_functions) reprocess_batch_metrics() (in module webapp.webapp) requires_auth() (in module webapp.webapp) return_request_results() (MirageVortex method) return_shard_test() (MirageVortex method) rolling_process() (RollingThunder method) RollingThunder (class in thunder.thunder_rolling) Roomba (class in horizon.roomba) ROOMBA_BATCH_METRICS_CUSTOM_DURATIONS (in module settings) ROOMBA_DO_NOT_PROCESS_BATCH_METRICS (in module settings) ROOMBA_GRACE_TIME (in module settings) ROOMBA_OPTIMUM_RUN_DURATION (in module settings) ROOMBA_PROCESSES (in module settings) ROOMBA_TIMEOUT (in module settings) run() (Analyzer method) (AnalyzerBatch method) (AnalyzerBatchAgent method) (AnalyzerDev method) (AnalyzerLabelledMetrics method) (App method), [1] (Cloudburst method) (Cloudbursts method) (Crucible method) (Fetcher method) (Horizon method) (in module analyzer.agent_batch) (in module horizon.agent) (in module snab.snab_flux_load_test_agent) (in module vista.agent) (in module webapp.webapp) (in module webapp.webapp_features_profile) (Ionosphere method) (Listen method) (Luminosity method) (Metrics_Manager method) (Mirage method) (MirageLabelledMetrics method) (MirageVortex method) (MotifAnnihilation method) (Panorama method) (PrometheusMetrics method) (RelatedMetrics method) (RollingThunder method) (Roomba method) (SNAB method) (SNAB_flux_load_test method) (SNAB_flux_load_test_Agent method) (Thunder method) (ThunderAlert method) (Vista method) (Worker method), [1]

run_algorithms() (in module crucible.crucible_algorithms) run_custom_algorithm_on_timeseries() (in module custom_algorithms) run_layer_algorithms() (in module ionosphere.layers) RUN_OPTIMIZED_WORKFLOW (in module settings) run_selected_algorithm() (in module analyzer.algorithms) (in module analyzer_dev.algorithms_dev) (in module mirage.mirage_algorithms) (in module mirage.mirage_vortex_algorithms) run_selected_batch_algorithm() (in module analyzer.algorithms_batch)

S

SafeUnpickler (class in horizon.listen) sanitise_graphite_url() (in module skyline_functions) save_local_csv() (in module webapp.vortex) save_training_data_comment() (in module webapp.save_training_data_comment) save_training_data_dir() (in module webapp.ionosphere_backend) SECRET_KEY (in module settings) send_anomalous_metric_to() (in module skyline_functions) send_anomaly_to_panorama() (MirageVortex method) send_crucible_job_metric_to_panorama() (in module webapp.crucible_backend) send_graphite_metric() (in module skyline_functions) SERVER_METRICS_NAME (in module settings) SERVER_PYTZ_TIMEZONE (in module settings) set_metric_as_derivative() (in module skyline_functions) set_up_logging() (in module flux.logger) settings module shard_host() (MirageVortex method) sigma() (in module custom_algorithms.sigma) significant_change_window_percent_sustained() (in module custom_algorithms.significant_change_window_percent_sustained) single_value_anomaly() (in module custom_algorithms.single_value_anomaly) SKIP_AIRGAPS (in module settings) SKIP_CHECK_DATA_SPARSITY_NAMESPACES (in module settings) SKIP_LIST (in module settings) skyline module skyline_app_logfile (in module boundary.boundary_alerters) SKYLINE_DIR (in module settings) SKYLINE_FEEDBACK_NAMESPACES (in module settings) skyline_functions module skyline_matrixprofile() (in module custom_algorithms.skyline_matrixprofile) SKYLINE_METRICS_CARBON_HOST (in module settings) SKYLINE_METRICS_CARBON_PICKLE_PORT (in module settings) SKYLINE_METRICS_CARBON_PORT (in module settings) skyline_prophet() (in module custom_algorithms.skyline_prophet) SKYLINE_TMP_DIR (in module settings) SKYLINE_URL (in module settings) skyline_version module SLACK_ENABLED (in module settings) slack_file_upload() (in module slack_functions) slack_functions module SLACK_OPTS (in module settings) slack_post_message() (in module slack_functions) slack_post_reaction() (in module slack_functions) SMS_ALERT_OPTS (in module settings) SMS_ALERTS_SCHEDULE (in module settings) SMTP_OPTS (in module settings) snab module SNAB (class in snab.snab) snab() (in module webapp.webapp) snab.algorithms module snab.snab module snab.snab_flux_load_test module snab.snab_flux_load_test_agent module snab.snab_results_algorithms module SNAB_anomalyScore (in module settings) SNAB_CHECKS (in module settings)

SNAB_DATA_DIR (in module settings) SNAB_ENABLED (in module settings) snab_engine_disposal() (in module webapp.get_snab_report) (in module webapp.get_snab_results) (in module webapp.snab_backend) SNAB_flux_load_test (class in snab.snab_flux_load_test) SNAB_flux_load_test_Agent (class in snab.snab_flux_load_test_agent) SNAB_FLUX_LOAD_TEST_ENABLED (in module settings) SNAB_FLUX_LOAD_TEST_METRICS (in module settings) SNAB_FLUX_LOAD_TEST_METRICS_PER_POST (in module settings) SNAB_FLUX_LOAD_TEST_NAMESPACE_PREFIX (in module settings) SNAB_LOAD_TEST_ANALYZER (in module settings) snab_results_algorithms() (in module snab.snab_results_algorithms) snab_results_algorithms_table_meta() (in module database) SNAB_SAVE_ALL_EVALUATED_TRAINING_DATA (in module settings) snab_table_meta() (in module database) sort_timeseries() (in module skyline_functions) SPARSELY_POPULATED_PERCENTAGE (in module settings) spawn_alerter_process() (Analyzer method) (AnalyzerDev method) (AnalyzerLabelledMetrics method) (Mirage method) spawn_bq_backfill() (Fetcher method) spawn_bq_update() (Fetcher method) spawn_learn_process() (Ionosphere method) spectral_entropy() (in module custom_algorithms.spectral_entropy) spectral_residual() (in module custom_algorithms.spectral_residual) spin_batch_process() (AnalyzerBatch method) spin_motif_annihilation() (MotifAnnihilation method) spin_process() (Analyzer method) (AnalyzerDev method) (Crucible method) (Ionosphere method) (Luminosity method) (Mirage method) (MirageLabelledMetrics method) (MirageVortex method) (Panorama method) spin_snab_flux_load_test_process() (SNAB_flux_load_test method) spin_snab_process() (SNAB method) spin_thunder_alert() (ThunderAlert method) spin_thunder_process() (Thunder method) Stale STALE_PERIOD (in module settings) START_IF_NO_DB (in module settings) stddev_from_average() (in module analyzer.algorithms) (in module analyzer.algorithms_batch) (in module analyzer_dev.algorithms_dev) (in module crucible.crucible_algorithms) (in module mirage.mirage_algorithms) (in module mirage.mirage_vortex_algorithms) stddev_from_moving_average() (in module analyzer.algorithms) (in module analyzer.algorithms_batch) (in module analyzer_dev.algorithms_dev) (in module crucible.crucible_algorithms) (in module mirage.mirage_algorithms) (in module mirage.mirage_vortex_algorithms) strictly_increasing_monotonicity() (in module skyline_functions) submit_crucible_job() (in module webapp.crucible_backend) submit_PrometheusMetrics() (PrometheusMetrics method) surface_graphite_metric_data() (Mirage method) SYNC_CLUSTER_FILES (in module settings) sync_cluster_files() (Metrics_Manager method) SYSLOG_ENABLED (in module settings) SYSLOG_OPTS (in module settings)

T

tail_avg() (in module analyzer.algorithms) (in module analyzer.algorithms_batch) (in module analyzer_dev.algorithms_dev) (in module crucible.crucible_algorithms) (in module mirage.mirage_algorithms) (in module mirage.mirage_vortex_algorithms) TARGET_HOURS (in module settings) then() (in module webapp.webapp) thunder module Thunder (class in thunder.thunder) thunder.thunder module thunder.thunder_alert module thunder.thunder_alerters module thunder.thunder_rolling module thunder_alert() (in module thunder.thunder_alerters) THUNDER_CHECKS (in module settings)

THUNDER_ENABLED (in module settings) THUNDER_OPTS (in module settings) thunder_test() (in module webapp.webapp) ThunderAlert (class in thunder.thunder_alert) timeseries_graph() (in module webapp.timeseries_graph) TooShort trigger_alert() (in module analyzer.alerters) (in module boundary.boundary_alerters) (in module mirage.mirage_alerters) trigger_negater() (in module mirage.negaters) tsdbs() (in module webapp.webapp) TSFRESH_BASELINE_VERSION (in module tsfresh_feature_names) tsfresh_feature_names module tsfresh_features module TSFRESH_FEATURES (in module tsfresh_feature_names) tsfresh_features.autobuild_features_profile_tables module tsfresh_features.generate_tsfresh_features module TSFRESH_VERSION (in module tsfresh_feature_names)

U

UDP_PORT (in module settings) uniq_datapoints() (Analyzer method) update_alert_ts() (Panorama method) update_anomaly_end_timestamp() (Panorama method) update_external_settings() (in module webapp.webapp) update_global_metrics_type_dict() (in module horizon.prometheus) update_global_metrics_with_id_dict() (in module horizon.prometheus) update_global_prom_to_vm_metrics_dict() (in module horizon.prometheus) update_global_reload_skip_dict() (in module horizon.prometheus) update_global_shard_metrics_dict() (in module horizon.prometheus)

update_global_skip_dict() (in module horizon.prometheus) update_item_in_redis_set() (in module skyline_functions) update_last_processed_anomaly_timestamp() (in module ionosphere.find_repetitive_patterns) update_slack_thread_ts() (Panorama method) update_snab() (Panorama method) update_snab_result() (in module webapp.snab_backend) upload_data() (in module webapp.webapp) url_encode_metric_name() (in module webapp.webapp) urlsafe_base64_encode() (in module webapp.webapp) USE_NUMBA (in module analyzer.algorithms) utilities() (in module webapp.webapp)

V

vacuum() (Roomba method) validate_fp() (in module webapp.ionosphere_backend) validate_ionosphere_match() (in module webapp.ionosphere_backend) validate_settings module validate_settings_test module validate_settings_variables() (in module validate_settings) VERIFY_SSL (in module settings) version() (in module webapp.webapp) VICTORIAMETRICS_ENABLED (in module settings) VICTORIAMETRICS_OPTS (in module settings) vista module Vista (class in vista.agent) vista.agent module vista.bq_backfill module vista.bq_update module

vista.fetcher module vista.worker module VISTA_BQ_ACCOUNTS (in module settings) VISTA_BQ_VIRTUALENV_PATH (in module settings) VISTA_DO_NOT_SUBMIT_CURRENT_MINUTE (in module settings) VISTA_ENABLED (in module settings) VISTA_FETCH_METRICS (in module settings) VISTA_FETCHER_PROCESS_MAX_RUNTIME (in module settings) VISTA_FETCHER_PROCESSES (in module settings) VISTA_GRAPHITE_BATCH_SIZE (in module settings) VISTA_VERBOSE_LOGGING (in module settings) VISTA_WORKER_PROCESSES (in module settings) vortex() (in module webapp.webapp) VORTEX_ALGORITHMS (in module settings) VORTEX_ENABLED (in module settings) VORTEX_FULL_DURATION_RESOLUTIONS (in module settings) vortex_request() (in module webapp.vortex) VORTEX_TIMESERIES_JSON_TO_DISK (in module settings)

W

webapp module webapp.add_bq_backfill_job module webapp.add_bq_update_job module webapp.api_alias_features_profile module webapp.api_bq_query module webapp.api_create_training_data module webapp.api_get_anomalies_updated module webapp.api_get_anomaly module webapp.api_get_bulk_training_data module webapp.api_get_fp_timeseries module webapp.api_get_metric_anomalies module webapp.api_get_namespace_metric_count module webapp.api_get_panorama_all_activity module webapp.api_populate_redis_metric module webapp.api_reprocess_batch_metrics module webapp.backend module webapp.crucible_backend module webapp.expose_metrics module webapp.get_analysed_events module webapp.get_snab_report module webapp.get_snab_results module webapp.ionosphere_backend module webapp.ionosphere_performance module webapp.luminosity_backend module webapp.luminosity_cloudbursts module

webapp.luminosity_pearson_closest module webapp.luminosity_plot_cloudburst module webapp.motif_annihilations_to_validate module webapp.on_demand_motif_analysis module webapp.panorama_plot_anomalies module webapp.save_training_data_comment module webapp.snab_backend module webapp.timeseries_graph module webapp.utilities module webapp.vortex module webapp.webapp module webapp.webapp_features_profile module webapp.wind module WEBAPP_ACCEPT_DATA_UPLOADS (in module settings) WEBAPP_ALLOWED_IPS (in module settings) WEBAPP_AUTH_ENABLED (in module settings) WEBAPP_AUTH_USER (in module settings) WEBAPP_AUTH_USER_PASSWORD (in module settings) WEBAPP_FIXED_TIMEZONE (in module settings) WEBAPP_GUNICORN_BACKLOG (in module settings) WEBAPP_GUNICORN_WORKERS (in module settings) WEBAPP_IP (in module settings) WEBAPP_IP_RESTRICTED (in module settings) WEBAPP_JAVASCRIPT_DEBUG (in module settings) WEBAPP_PORT (in module settings) WEBAPP_PREPROCESS_AGGREGATE_BY (in module settings) WEBAPP_PREPROCESS_TIMESERIES (in module settings) WEBAPP_SERVE_JAEGER (in module settings) WEBAPP_SERVER (in module settings) webapp_up() (in module webapp.webapp) webapp_update_slack_thread() (in module webapp.ionosphere_backend) WEBAPP_USER_TIMEZONE (in module settings) wind() (in module webapp.wind) wind_request() (in module webapp.webapp) Worker (class in horizon.worker) (class in vista.worker) WORKER_PROCESSES (in module settings) write_data_to_file() (in module skyline_functions)

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ZERO_FILL_NAMESPACES (in module settings)