├── .github └── PULL_REQUEST_TEMPLATE.md ├── .gitignore ├── .project ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── Dockerfile ├── LICENSE.txt ├── NOTICE.txt ├── README.md └── src ├── .DS_Store ├── AdminScripts ├── README.md ├── copy_performance.sql ├── current_session_info.sql ├── filter_used.sql ├── generate_calendar.sql ├── insert_into_table_dk_mismatch.sql ├── lock_wait.sql ├── missing_table_stats.sql ├── perf_alert.sql ├── predicate_columns.sql ├── queue_resources_hourly.sql ├── queuing_queries.sql ├── running_queues.sql ├── table_alerts.sql ├── table_info.sql ├── table_inspector.sql ├── top_queries.sql ├── top_queries_and_cursors.sql ├── unscanned_table_summary.sql ├── user_to_be_dropped_objs.sql ├── user_to_be_dropped_privs.sql ├── wlm_apex.sql ├── wlm_apex_hourly.sql └── wlm_qmr_rule_candidates.sql ├── AdminViews ├── README.md ├── v_check_data_distribution.sql ├── v_check_transaction_locks.sql ├── v_check_wlm_query_time.sql ├── v_check_wlm_query_trend_daily.sql ├── v_check_wlm_query_trend_hourly.sql ├── v_connection_summary.sql ├── v_constraint_dependency.sql ├── v_extended_table_info.sql ├── v_find_dropuser_objs.sql ├── v_fragmentation_info.sql ├── v_generate_cancel_query.sql ├── v_generate_cursor_query.sql ├── v_generate_database_ddl.sql ├── v_generate_external_tbl_ddl.sql ├── v_generate_group_ddl.sql ├── v_generate_schema_ddl.sql ├── v_generate_tbl_ddl.sql ├── v_generate_terminate_session.sql ├── v_generate_udf_ddl.sql ├── v_generate_unload_copy_cmd.sql ├── v_generate_user_grant_revoke_ddl.sql ├── v_generate_user_object_permissions.sql ├── v_generate_view_ddl.sql ├── v_get_blocking_locks.sql ├── v_get_cluster_restart_ts.sql ├── v_get_obj_priv_by_user.sql ├── v_get_schema_priv_by_user.sql ├── v_get_stored_proc_params.sql ├── v_get_tbl_priv_by_group.sql ├── v_get_tbl_priv_by_user.sql ├── v_get_tbl_reads_and_writes.sql ├── v_get_tbl_scan_frequency.sql ├── v_get_users_in_group.sql ├── v_get_vacuum_details.sql ├── v_get_view_priv_by_user.sql ├── v_my_last_copy_errors.sql ├── v_my_last_query_summary.sql ├── v_object_dependency.sql ├── v_open_session.sql ├── v_query_type_duration_summary.sql ├── v_session_leakage_by_cnt.sql ├── v_space_used_per_tbl.sql ├── v_vacuum_summary.sql ├── v_view_dependency.sql ├── v_view_table_column_dependency.sql └── v_wlm_queue_state.sql ├── AiDrivenScalingAndOptimization ├── README.md ├── resize_notebook.ipynb └── scaling_notebook.ipynb ├── AnalyzeVacuumUtility ├── README.md ├── analyze-vacuum-schema.py └── lib │ └── analyze_vacuum.py ├── BlogContent ├── AQUA-Evaluation │ ├── README.md │ ├── aqua_capture_query.sh │ ├── aqua_eligible_testqueries.sql │ ├── aqua_execute_query.sh │ ├── aqua_perf_compare.sh │ ├── execute_test_queries.sh │ └── load_amazon_sentiments_data.sql ├── ATO │ ├── README.md │ ├── ddl_untuned.sql │ └── query_0.sql └── SyntheticMixedBenchmark │ ├── Config │ ├── ParallelExecute.py │ ├── README.md │ ├── run-all-bg-by-host.sh │ ├── tpc-h-100g-create-tables.sql │ ├── tpc-h-3T-create-tables.sql │ └── tpc-h-sqls.sql ├── CloudDataWarehouseBenchmark ├── Cloud-DWB-Derived-from-TPCDS │ ├── 1TB │ │ ├── ddl.sql │ │ └── queries │ │ │ └── query_0.sql │ ├── 3TB │ │ ├── ddl.sql │ │ └── queries │ │ │ └── query_0.sql │ └── README.md └── Cloud-DWB-Derived-from-TPCH │ ├── 100GB │ ├── ddl.sql │ └── queries │ │ ├── query_0.sql │ │ ├── query_1.sql │ │ ├── query_10.sql │ │ ├── query_2.sql │ │ ├── query_3.sql │ │ ├── query_4.sql │ │ ├── query_5.sql │ │ ├── query_6.sql │ │ ├── query_7.sql │ │ ├── query_8.sql │ │ └── query_9.sql │ ├── 10GB │ ├── ddl.sql │ └── queries │ │ ├── query_0.sql │ │ ├── query_1.sql │ │ ├── query_10.sql │ │ ├── query_2.sql │ │ ├── query_3.sql │ │ ├── query_4.sql │ │ ├── query_5.sql │ │ ├── query_6.sql │ │ ├── query_7.sql │ │ ├── query_8.sql │ │ └── query_9.sql │ ├── 30TB │ ├── ddl.sql │ └── queries │ │ ├── query_0.sql │ │ ├── query_1.sql │ │ ├── query_10.sql │ │ ├── query_2.sql │ │ ├── query_3.sql │ │ ├── query_4.sql │ │ ├── query_5.sql │ │ ├── query_6.sql │ │ ├── query_7.sql │ │ ├── query_8.sql │ │ └── query_9.sql │ ├── 3TB │ ├── ddl.sql │ └── queries │ │ ├── query_0.sql │ │ ├── query_1.sql │ │ ├── query_10.sql │ │ ├── query_2.sql │ │ ├── query_3.sql │ │ ├── query_4.sql │ │ ├── query_5.sql │ │ ├── query_6.sql │ │ ├── query_7.sql │ │ ├── query_8.sql │ │ └── query_9.sql │ └── README.md ├── ColumnEncodingUtility ├── README.md ├── analyze-schema-compression.py └── requirements.txt ├── Investigations ├── EarlyMaterialization.md └── README.md ├── LakeFormationMigrationUtility ├── README.md ├── config.ini ├── rs_privs_to_lf.py └── tests │ ├── integration_test │ ├── README.md │ ├── cleanup_script_generator.py │ ├── int_unified_cleanup.py │ ├── test_int_config.ini │ └── test_int_redshift_to_lakeformation.py │ └── performance_test │ ├── README.md │ ├── perf_unified_cleanup.py │ ├── test_perf_config.ini │ └── test_perf_redshift_to_lakeformation.py ├── ManifestGenerator ├── README.md ├── manifestgen.py └── requirements.txt ├── MetadataTransfer ├── log.py ├── metadatacopy.py ├── queries.py ├── readme.md ├── redshiftfunc.py └── userprivs.py ├── MultipleTableRestoreUtility ├── multitablerestore.py └── readme.md ├── QMRNotificationUtility ├── LICENSE.txt ├── NOTICE.txt ├── README.md ├── cloudformation │ └── qmr-action-notification-utility.yaml └── lambda │ ├── build.sh │ ├── dist │ ├── qmr-action-notification-utility-1.4.zip │ ├── qmr-action-notification-utility-1.5.zip │ └── qmr-action-notification-utility-2.0.zip │ ├── lambda_function.py │ └── requirements.txt ├── RedshiftAutomation ├── .gitignore ├── Architecture.png ├── ConfigurationForm.html ├── README.md ├── WhatItDoes.png ├── build.sh ├── build_venv.sh ├── button_create-a-configuration-now.png ├── common.py ├── config-example.json ├── deploy-function-and-schedule.yaml ├── deploy-schedule.yaml ├── deploy.sh ├── deploy.yaml ├── dist │ ├── lambda-redshift-util-runner-1.1.zip │ ├── lambda-redshift-util-runner-1.2.zip │ ├── lambda-redshift-util-runner-1.3.zip │ ├── lambda-redshift-util-runner-1.4.zip │ ├── lambda-redshift-util-runner-1.5.1.zip │ ├── lambda-redshift-util-runner-1.5.zip │ └── lambda-redshift-util-runner-1.6.zip ├── encrypt_password.py ├── lambda_function.py ├── parameters.png ├── ra ├── requirements.txt ├── resources.png └── snippets.txt ├── RedshiftIDCMigrationUtility ├── README.md ├── idc_add_users_groups_roles_psets.py ├── idc_config.ini ├── idc_redshift_unload_indatabase_groups_roles_users.py ├── redshift_unload.ini └── vw_local_ugr_to_idc_urgr_priv.sql ├── SimpleReplay ├── .dockerignore ├── .gitignore ├── CHANGELOG ├── PreviousVersion │ ├── ParseUserActivityLog.py │ ├── README.md │ ├── ScriptRunner.sh │ ├── SimpleReplay.pdf │ ├── SimpleReplay.sh │ ├── mitigate_duplicates.sh │ └── order_list.sh ├── README.md ├── VERSION ├── api │ ├── app.py │ └── utils.py ├── audit_logs_parsing.py ├── external_object_replicator │ ├── README.md │ ├── copy_util.py │ ├── external_object_replicator.py │ ├── external_object_replicator.yaml │ ├── glue_util.py │ └── sql │ │ ├── external_table_query.sql │ │ ├── stl_load_query.sql │ │ └── svl_s3_list.sql ├── extract.py ├── extract.yaml ├── extract │ ├── __init__.py │ ├── extract.yaml │ ├── extract_template.yaml │ └── extractor │ │ ├── __init__.py │ │ ├── cloudwatch_extractor.py │ │ ├── extract_parser.py │ │ ├── extractor.py │ │ ├── local_extractor.py │ │ └── s3_extractor.py ├── extract_template.yaml ├── gui │ ├── package-lock.json │ ├── package.json │ ├── public │ │ ├── index.html │ │ ├── manifest.json │ │ └── robots.txt │ └── src │ │ ├── App.js │ │ ├── App.test.js │ │ ├── components │ │ ├── AccessControl.js │ │ ├── ReplayAnalysis │ │ │ ├── AggregateMetrics.js │ │ │ ├── CompareThroughput.js │ │ │ ├── QueryLatency.js │ │ │ ├── ThroughputBreakdown.js │ │ │ ├── TopQueryDeltas.js │ │ │ └── TopRunningQueries.js │ │ ├── ReplayList.js │ │ ├── ReplayOverview.js │ │ ├── ReplayValidation │ │ │ ├── CopyAgg.js │ │ │ ├── CopyDiff.js │ │ │ ├── ErrorDistribution.js │ │ │ ├── ErrorTable.js │ │ │ └── SpectrumDiff.js │ │ └── navigation │ │ │ ├── GlobalFilters.js │ │ │ ├── NavDrawer.js │ │ │ └── ToolBar.js │ │ ├── helpers │ │ ├── PrepareOptions.js │ │ └── msFormatter.js │ │ ├── index.js │ │ ├── pages │ │ ├── analysis.js │ │ └── home.js │ │ ├── reportWebVitals.js │ │ └── setupTests.js ├── helper │ ├── __init__.py │ ├── aws_service.py │ ├── config.py │ └── log.py ├── log_validation.py ├── replay.py ├── replay.yaml ├── replay_analysis.py ├── report_content.yaml ├── report_gen.py ├── report_util.py ├── requirements.txt ├── resources │ └── logo.png ├── sql │ ├── aborted_queries.sql │ ├── cluster_level_metrics.sql │ ├── latency_distribution.sql │ ├── query_distribution.sql │ ├── query_metrics.sql │ ├── serverless │ │ ├── aborted_queries.sql │ │ ├── cluster_level_metrics.sql │ │ ├── latency_distribution.sql │ │ ├── query_distribution.sql │ │ ├── query_metrics.sql │ │ ├── statement_types.sql │ │ ├── sys_external_query_data.sql │ │ ├── sys_load_history.sql │ │ └── sys_query_history.sql │ ├── statement_types.sql │ ├── sys_external_query_data.sql │ ├── sys_load_history.sql │ └── sys_query_history.sql ├── unload_system_tables.sql └── util.py ├── StoredProcedures ├── README.md ├── sp_analyze_minimal.sql ├── sp_check_primary_key.sql ├── sp_connect_by_prior.sql ├── sp_controlled_access.sql ├── sp_correlation.sql ├── sp_pivot_for.sql ├── sp_split_table_by_range.sql ├── sp_sync_get_new_rows.sql └── sp_sync_merge_changes.sql ├── SystemTablePersistence ├── README.md ├── deploy-systable-standalone.yaml ├── exported_s3_structure.png ├── lib │ ├── history_table_config.json │ └── history_table_creation.sql ├── sample_code │ ├── sample_view_creation.sql │ └── sample_view_usage.sql ├── snapshot_system_stats.py └── snippets.txt ├── UnloadAutoPartitions ├── config.ini ├── genunload.py └── readme.md ├── UnloadCopyUtility ├── .gitignore ├── README.md ├── RedshiftUnloadCopy.png ├── createKmsKey.sh ├── encryptValue.sh ├── example │ ├── .gitignore │ └── config.json ├── global_config.py ├── global_config_parameters.json ├── redshift_unload_copy.py ├── requirements.txt ├── tests │ ├── README.md │ ├── __init__.py │ ├── cloudformation │ │ ├── RedshiftCFTemplate.json │ │ ├── bootstrap_ami-1a962263.sh │ │ ├── bootstrap_source.sql │ │ ├── get_stack_parameters.py │ │ ├── log_functionality.sh │ │ ├── requirements-cloudformation-only.txt │ │ ├── requirements.txt │ │ ├── run_stack.py │ │ ├── scenarios │ │ │ ├── scenario001 │ │ │ │ └── run_test.sh │ │ │ ├── scenario002 │ │ │ │ └── run_test.sh │ │ │ ├── scenario003 │ │ │ │ └── run_test.sh │ │ │ ├── scenario004 │ │ │ │ └── run_test.sh │ │ │ ├── scenario005 │ │ │ │ └── run_test.sh │ │ │ ├── scenario006 │ │ │ │ └── run_test.sh │ │ │ ├── scenario007 │ │ │ │ └── run_test.sh │ │ │ ├── scenario008 │ │ │ │ └── run_test.sh │ │ │ ├── scenario009 │ │ │ │ └── run_test.sh │ │ │ ├── scenario010 │ │ │ │ └── run_test.sh │ │ │ └── scenario011 │ │ │ │ └── run_test.sh │ │ └── stack_parameter_overrides.txt │ ├── ddl_helpers_tests.py │ ├── global_config_unittests.py │ ├── redshift_unload_copy_cluster_tests.py │ ├── redshift_unload_copy_regressiontests.py │ ├── redshift_unload_copy_unittests.py │ ├── resources │ │ └── cloudformation │ │ │ └── scenario1 │ │ │ ├── DescribeSourceClusterResponse.json │ │ │ ├── DescribeTargetClusterResponse.json │ │ │ ├── PASSWORD_KMS.txt │ │ │ └── STACK_DETAILS.json │ └── stack_parameters_builder_unittests.py └── util │ ├── child_object.py │ ├── kms_helper.py │ ├── log.py │ ├── redshift_cluster.py │ ├── resources.py │ ├── s3_utils.py │ ├── sql │ ├── ddl_generators.py │ └── sql_text_helpers.py │ ├── sql_queries.py │ └── tasks.py ├── UserLastLogin ├── README.md ├── config │ └── logging.conf ├── lib │ ├── queries.py │ └── utils.py └── user_last_login.py ├── WorkloadManagementScheduler ├── .gitignore ├── README.md ├── WlmScheduleChart.png ├── example-config.json ├── my-daily-schedule.json └── wlm_scheduler.py ├── bin ├── entrypoint.sh ├── run-analyze-vacuum-utility.sh 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