diff --git "a/Query/sql/v4/grounding/inventories/n6_inventory_v4.json" "b/Query/sql/v4/grounding/inventories/n6_inventory_v4.json" new file mode 100644--- /dev/null +++ "b/Query/sql/v4/grounding/inventories/n6_inventory_v4.json" @@ -0,0 +1,13696 @@ +{ + "dataset_id": "n6", + "inventory_version": "subitem_workload_v4", + "planner_kind": "cli", + "line_version": "v4", + "planner_usage_summary": { + "planner_kind": "cli", + "model": "gpt-5.4", + "calls": 1, + "input_tokens": 25405, + "cached_input_tokens": 2432, + "output_tokens": 871, + "total_tokens": 26276, + "cost_usd": 0.0, + "usage_source": "ai_cli_json_usage", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "request_timeout_seconds": 420, + "invoke_retries": 2, + "by_module": { + "select_templates_cli": { + "calls": 1, + "input_tokens": 25405, + "cached_input_tokens": 2432, + "output_tokens": 871, + "total_tokens": 26276, + "cost_usd": 0.0 + } + } + }, + "role_profile_summary": { + "dataset_id": "n6", + "row_count": 8000, + "target_column": "y", + "groupable_cols": [ + "y" + ], + "numeric_cols": [ + "X1", + "X2", + "X3", + "X4", + "X5", + "X6", + "X7", + "X8" + ], + "low_card_cols": [ + "y" + ], + "high_card_cols": [ + "X1", + "X2", + "X3", + "X4", + "X5", + "X6", + "X7", + "X8" + ], + "temporal_cols": [], + "missing_cols": [], + "filterable_cols": [ + "X1", + "X2", + "X3", + "X4", + "X5", + "X6", + "X7", + "X8" + ], + "condition_cols": [ + "y" + ] + }, + "selected_template_count": 15, + "selected_agent_template_count": 12, + "selected_deterministic_template_count": 3, + "problem_count": 223, + "agent_problem_count": 161, + "deterministic_problem_count": 62, + "coverage_policy": { + "agent_template_families": [ + "subgroup_structure", + "conditional_dependency_structure", + "tail_rarity_structure" + ], + "agent_selected_template_min": 10, + "agent_selected_template_target": 12, + "agent_problem_count_per_template_min": 4, + "agent_problem_count_per_template_max": 12, + "agent_sql_variants_per_problem": "1-2", + "agent_dataset_subitem_min_sql": 5, + "deterministic_policy": "enumerate_all_applicable" + }, + "selected_agent_templates": [ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "source_workload_id": "clickbench_hits", + "primary_family": "subgroup_structure", + "secondary_family": null, + "intent": "Count rows by a single subgroup dimension to capture baseline subgroup mass.", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ], + "optional_roles": [], + "constraints": [ + "group_col:groupable", + "single_table_only" + ], + "single_table_portable": "yes", + "provenance": { + "url": "https://raw.githubusercontent.com/ClickHouse/ClickBench/main/clickhouse/queries.sql", + "title": "clickhouse/queries.sql · ClickBench", + "source_query_id": "ClickBench Q08" + }, + "provenance_sources": [ + { + "url": "https://raw.githubusercontent.com/ClickHouse/ClickBench/main/clickhouse/queries.sql", + "title": "clickhouse/queries.sql · ClickBench", + "source_query_id": "ClickBench Q08" + } + ], + "status": "ready", + "notes": "Closest to dashboard-style subgroup mass queries; deliberately keeps only one group axis for broad portability.", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "subgroup_structure", + "realization_mode": "agent", + "binding_roles": [ + "group_col" + ], + "supported_canonical_subitem_ids": [ + "subgroup_size_stability" + ], + "allowed_variant_roles": [ + "count_distribution" + ], + "default_facet_ids": [ + "subgroup_distribution_shift" + ], + "gate_priority": "primary", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 1, + "planned_problem_count": 7, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "source_workload_id": "clickbench_hits", + "primary_family": "subgroup_structure", + "secondary_family": "conditional_dependency_structure", + "intent": "Rank subgroups by support within a filtered slice.", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ], + "optional_roles": [], + "constraints": [ + "group_col:groupable", + "predicate_col:filterable", + "single_table_only" + ], + "single_table_portable": "yes", + "provenance": { + "url": "https://raw.githubusercontent.com/ClickHouse/ClickBench/main/clickhouse/queries.sql", + "title": "clickhouse/queries.sql · ClickBench", + "source_query_id": "ClickBench Q13" + }, + "provenance_sources": [ + { + "url": "https://raw.githubusercontent.com/ClickHouse/ClickBench/main/clickhouse/queries.sql", + "title": "clickhouse/queries.sql · ClickBench", + "source_query_id": "ClickBench Q13" + } + ], + "status": "ready", + "notes": "A cleaner heavy-hitter slice than the existing two-dimensional filtered count template.", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "subgroup_structure", + "realization_mode": "agent", + "binding_roles": [ + "group_col", + "predicate_col" + ], + "supported_canonical_subitem_ids": [ + "subgroup_size_stability" + ], + "allowed_variant_roles": [ + "count_distribution", + "filtered_stable_view" + ], + "default_facet_ids": [ + "subgroup_distribution_shift" + ], + "gate_priority": "primary", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 2, + "planned_problem_count": 8, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "source_workload_id": "insurance_cost_project_sql_repo", + "primary_family": "subgroup_structure", + "secondary_family": null, + "intent": "Compare mean numeric outcomes across subgroups.", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ], + "optional_roles": [], + "constraints": [ + "group_col:groupable", + "measure_col:numeric", + "single_table_only" + ], + "single_table_portable": "partial", + "provenance": { + "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql", + "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL", + "source_query_id": "m4_sql_0012" + }, + "provenance_sources": [ + { + "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql", + "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL", + "source_query_id": "m4_sql_0012" + } + ], + "status": "ready", + "notes": "One of the most reusable regression-style templates among the public insurance SQL repository exemplars.", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "subgroup_structure", + "realization_mode": "agent", + "binding_roles": [ + "group_col", + "measure_col" + ], + "supported_canonical_subitem_ids": [ + "internal_profile_stability" + ], + "allowed_variant_roles": [ + "collapsed_target_view" + ], + "default_facet_ids": [ + "subgroup_rank_order", + "subgroup_distribution_shift", + "subgroup_conditional_contrast" + ], + "gate_priority": "primary", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 3, + "planned_problem_count": 8, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "source_workload_id": "insurance_cost_project_sql_repo", + "primary_family": "conditional_dependency_structure", + "secondary_family": "subgroup_structure", + "intent": "Use a window function to report per-group averages without collapsing the row-level relation first.", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ], + "optional_roles": [], + "constraints": [ + "group_col:groupable", + "measure_col:numeric", + "single_table_only" + ], + "single_table_portable": "partial", + "provenance": { + "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql", + "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL", + "source_query_id": "m4_sql_0011" + }, + "provenance_sources": [ + { + "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql", + "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL", + "source_query_id": "m4_sql_0011" + } + ], + "status": "ready", + "notes": "Adds explicit window-function coverage to the analytics library.", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "conditional_dependency_structure", + "realization_mode": "agent", + "binding_roles": [ + "group_col", + "measure_col" + ], + "supported_canonical_subitem_ids": [ + "slice_level_consistency", + "direction_consistency" + ], + "allowed_variant_roles": [ + "filtered_stable_view", + "ranked_signal_view" + ], + "default_facet_ids": [ + "conditional_rate_shift", + "conditional_interaction_hotspots" + ], + "gate_priority": "primary", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 4, + "planned_problem_count": 8, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "source_workload_id": "tpcds_qualification", + "primary_family": "subgroup_structure", + "secondary_family": "conditional_dependency_structure", + "intent": "Rank subgroups by total numeric measure under a filter.", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "optional_roles": [], + "constraints": [ + "group_col:groupable", + "measure_col:numeric", + "predicate_col:filterable", + "single_table_only" + ], + "single_table_portable": "partial", + "provenance": { + "url": "https://raw.githubusercontent.com/cwida/tpcds-result-reproduction/master/query_qualification/03.sql", + "title": "query_qualification/03.sql · tpcds-result-reproduction", + "source_query_id": "TPC-DS Q3" + }, + "provenance_sources": [ + { + "url": "https://raw.githubusercontent.com/cwida/tpcds-result-reproduction/master/query_qualification/03.sql", + "title": "query_qualification/03.sql · tpcds-result-reproduction", + "source_query_id": "TPC-DS Q3" + } + ], + "status": "ready", + "notes": "A pragmatic single-table reduction of a common sales-ranking pattern.", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "subgroup_structure", + "realization_mode": "agent", + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "supported_canonical_subitem_ids": [ + "internal_profile_stability" + ], + "allowed_variant_roles": [ + "ranked_signal_view", + "filtered_stable_view" + ], + "default_facet_ids": [ + "subgroup_rank_order", + "subgroup_distribution_shift", + "subgroup_conditional_contrast" + ], + "gate_priority": "primary", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 5, + "planned_problem_count": 10, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "source_workload_id": "insurance_sql_analysis_repo", + "primary_family": "conditional_dependency_structure", + "secondary_family": "subgroup_structure", + "intent": "Bin a numeric feature into coarse buckets and compare average outcomes across those bins.", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ], + "optional_roles": [], + "constraints": [ + "band_col:ordered_or_numeric", + "measure_col:numeric", + "single_table_only" + ], + "single_table_portable": "partial", + "provenance": { + "url": "https://github.com/Shagufta-DataAnalyst/insurance-sql-analysis/blob/main/Analysis_queries.sql", + "title": "Analysis_queries.sql · insurance-sql-analysis", + "source_query_id": "m4_sql_0044" + }, + "provenance_sources": [ + { + "url": "https://github.com/Shagufta-DataAnalyst/insurance-sql-analysis/blob/main/Analysis_queries.sql", + "title": "Analysis_queries.sql · insurance-sql-analysis", + "source_query_id": "m4_sql_0044" + } + ], + "status": "ready", + "notes": "Important for numeric-heavy datasets where raw continuous features must be discretized before subgroup reasoning.", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "conditional_dependency_structure", + "realization_mode": "agent", + "binding_roles": [ + "band_col", + "measure_col" + ], + "supported_canonical_subitem_ids": [ + "slice_level_consistency" + ], + "allowed_variant_roles": [ + "collapsed_target_view", + "filtered_stable_view" + ], + "default_facet_ids": [ + "conditional_interaction_hotspots" + ], + "gate_priority": "support", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 6, + "planned_problem_count": 8, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "source_workload_id": "insurance_cost_project_sql_repo", + "primary_family": "conditional_dependency_structure", + "secondary_family": "tail_rarity_structure", + "intent": "Compute a median-like robust center for a filtered numeric slice.", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ], + "optional_roles": [], + "constraints": [ + "measure_col:numeric", + "predicate_col:filterable", + "single_table_only" + ], + "single_table_portable": "partial", + "provenance": { + "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql", + "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL", + "source_query_id": "m4_sql_0022" + }, + "provenance_sources": [ + { + "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql", + "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL", + "source_query_id": "m4_sql_0022" + } + ], + "status": "ready", + "notes": "Retained because robust-statistic templates are common in practical analytical workflows even if they are not universal.", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "conditional_dependency_structure", + "realization_mode": "agent", + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "supported_canonical_subitem_ids": [ + "slice_level_consistency" + ], + "allowed_variant_roles": [ + "focused_target_view", + "filtered_stable_view" + ], + "default_facet_ids": [ + "conditional_interaction_hotspots" + ], + "gate_priority": "support", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 7, + "planned_problem_count": 8, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "source_workload_id": "tpch_qgen", + "primary_family": "conditional_dependency_structure", + "secondary_family": "tail_rarity_structure", + "intent": "Aggregate a numeric measure within a numeric band filter.", + "sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "required_roles": [ + "measure_col", + "band_col" + ], + "optional_roles": [], + "constraints": [ + "measure_col:numeric", + "band_col:ordered_or_numeric", + "single_table_only" + ], + "single_table_portable": "partial", + "provenance": { + "url": "https://raw.githubusercontent.com/electrum/tpch-dbgen/master/queries/6.sql", + "title": "queries/6.sql · tpch-dbgen", + "source_query_id": "TPC-H Q6" + }, + "provenance_sources": [ + { + "url": "https://raw.githubusercontent.com/electrum/tpch-dbgen/master/queries/6.sql", + "title": "queries/6.sql · tpch-dbgen", + "source_query_id": "TPC-H Q6" + } + ], + "status": "ready", + "notes": "Promoted into the materialized core because the tail review showed this narrow-band threshold slice is a canonical low-support but high-impact pattern rather than a benchmark curiosity.", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "conditional_dependency_structure", + "realization_mode": "agent", + "binding_roles": [ + "measure_col", + "band_col" + ], + "supported_canonical_subitem_ids": [ + "slice_level_consistency" + ], + "allowed_variant_roles": [ + "filtered_stable_view", + "collapsed_target_view" + ], + "default_facet_ids": [ + "conditional_interaction_hotspots" + ], + "gate_priority": "support", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 8, + "planned_problem_count": 8, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "source_workload_id": "bigquery_approx_aggregate_docs", + "primary_family": "tail_rarity_structure", + "secondary_family": "subgroup_structure", + "intent": "Report a percentile point such as p95 or p99 for each subgroup instead of returning the raw tail rows.", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ], + "optional_roles": [], + "constraints": [ + "group_col:groupable", + "measure_col:numeric", + "single_table_only" + ], + "single_table_portable": "yes", + "provenance": { + "url": "https://cloud.google.com/bigquery/docs/reference/standard-sql/approximate_aggregate_functions", + "title": "Approximate aggregate functions | BigQuery | Google Cloud Documentation", + "source_query_id": "BigQuery APPROX_QUANTILES example" + }, + "provenance_sources": [ + { + "url": "https://cloud.google.com/bigquery/docs/reference/standard-sql/approximate_aggregate_functions", + "title": "Approximate aggregate functions | BigQuery | Google Cloud Documentation", + "source_query_id": "BigQuery APPROX_QUANTILES example" + }, + { + "url": "https://trino.io/docs/current/functions/aggregate.html", + "title": "Aggregate functions — Trino Documentation", + "source_query_id": "Trino approx_percentile" + }, + { + "url": "https://docs.snowflake.com/en/sql-reference/functions/percentile_cont", + "title": "PERCENTILE_CONT | Snowflake Documentation", + "source_query_id": "Snowflake PERCENTILE_CONT grouped example" + }, + { + "url": "https://clickhouse.com/docs/sql-reference/aggregate-functions/reference/quantile", + "title": "quantile | ClickHouse Docs", + "source_query_id": "ClickHouse quantile example" + }, + { + "url": "https://druid.apache.org/docs/latest/querying/sql-functions/", + "title": "All Druid SQL functions | Apache Druid", + "source_query_id": "Druid APPROX_QUANTILE_DS example" + }, + { + "url": "https://docs.pinot.apache.org/functions/aggregation/percentile", + "title": "percentile | Apache Pinot Docs", + "source_query_id": "Pinot percentile example" + } + ], + "status": "ready", + "notes": "Canonical percentile-point family added so the library can represent p95/p99 style tail monitoring without returning full quantile slices.", + "materialization_bucket": "core", + "activation_tier": "optional", + "dialect_sensitive": true, + "dialect_notes": "Represents a canonical percentile-point family, but concrete SQL differs across engines (for example PERCENTILE_CONT, APPROX_QUANTILES, approx_percentile, or quantile-style syntax).", + "family_id": "tail_rarity_structure", + "realization_mode": "agent", + "binding_roles": [ + "group_col", + "measure_col" + ], + "supported_canonical_subitem_ids": [ + "tail_concentration_consistency" + ], + "allowed_variant_roles": [ + "focused_target_view", + "ranked_signal_view" + ], + "default_facet_ids": [ + "rare_target_concentration" + ], + "gate_priority": "primary", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 9, + "planned_problem_count": 9, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "source_workload_id": "insurance_cost_project_sql_repo", + "primary_family": "tail_rarity_structure", + "secondary_family": "conditional_dependency_structure", + "intent": "Select the highest quantile bucket of a numeric measure using NTILE-style ranking.", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ], + "optional_roles": [], + "constraints": [ + "measure_col:numeric", + "single_table_only" + ], + "single_table_portable": "partial", + "provenance": { + "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql", + "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL", + "source_query_id": "m4_sql_0023" + }, + "provenance_sources": [ + { + "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql", + "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL", + "source_query_id": "m4_sql_0023" + } + ], + "status": "ready", + "notes": "A high-value tail template because it expresses rarity through quantile structure rather than an arbitrary threshold.", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "tail_rarity_structure", + "realization_mode": "agent", + "binding_roles": [ + "measure_col" + ], + "supported_canonical_subitem_ids": [ + "tail_set_consistency" + ], + "allowed_variant_roles": [ + "rare_extreme_view" + ], + "default_facet_ids": [ + "low_support_extremes" + ], + "gate_priority": "primary", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 10, + "planned_problem_count": 8, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "source_workload_id": "druid_sql_functions", + "primary_family": "tail_rarity_structure", + "secondary_family": "conditional_dependency_structure", + "intent": "Estimate how rare a threshold is by reporting the empirical CDF value at that threshold.", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ], + "optional_roles": [], + "constraints": [ + "measure_col:numeric", + "single_table_only" + ], + "single_table_portable": "yes", + "provenance": { + "url": "https://druid.apache.org/docs/latest/querying/sql-functions/", + "title": "All Druid SQL functions | Apache Druid", + "source_query_id": "Druid DS_RANK example" + }, + "provenance_sources": [ + { + "url": "https://druid.apache.org/docs/latest/querying/sql-functions/", + "title": "All Druid SQL functions | Apache Druid", + "source_query_id": "Druid DS_RANK example" + } + ], + "status": "ready", + "notes": "Added because it answers a different question from percentile-point queries: not 'what is p99?' but 'how rare is threshold T?'", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "tail_rarity_structure", + "realization_mode": "agent", + "binding_roles": [ + "measure_col" + ], + "supported_canonical_subitem_ids": [ + "tail_set_consistency" + ], + "allowed_variant_roles": [ + "rare_extreme_view" + ], + "default_facet_ids": [ + "low_support_extremes" + ], + "gate_priority": "primary", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 11, + "planned_problem_count": 8, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "source_workload_id": "tpch_qgen", + "primary_family": "tail_rarity_structure", + "secondary_family": "subgroup_structure", + "intent": "Rank only those groups whose aggregate value exceeds an explicit threshold.", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ], + "optional_roles": [], + "constraints": [ + "group_col:groupable", + "measure_col:numeric", + "single_table_only" + ], + "single_table_portable": "partial", + "provenance": { + "url": "https://raw.githubusercontent.com/electrum/tpch-dbgen/master/queries/18.sql", + "title": "queries/18.sql · electrum/tpch-dbgen", + "source_query_id": "TPC-H Q18" + }, + "provenance_sources": [ + { + "url": "https://raw.githubusercontent.com/electrum/tpch-dbgen/master/queries/18.sql", + "title": "queries/18.sql · electrum/tpch-dbgen", + "source_query_id": "TPC-H Q18" + } + ], + "status": "ready", + "notes": "Separates true large-segment ranking from ordinary support guards by thresholding the aggregate itself.", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "tail_rarity_structure", + "realization_mode": "agent", + "binding_roles": [ + "group_col", + "measure_col" + ], + "supported_canonical_subitem_ids": [ + "tail_set_consistency", + "tail_mass_similarity" + ], + "allowed_variant_roles": [ + "rare_extreme_view", + "filtered_stable_view" + ], + "default_facet_ids": [ + "tail_ranked_signal", + "low_support_extremes" + ], + "gate_priority": "primary", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 12, + "planned_problem_count": 8, + "sql_variant_policy": "1-2" + } + ], + "selected_deterministic_templates": [ + { + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "source_workload_id": "subitem_workload_v2", + "primary_family": "cardinality_structure", + "secondary_family": null, + "intent": "New deterministic template for v2.", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "required_roles": [ + "group_col" + ], + "optional_roles": [], + "constraints": [ + "single_table_only", + "v2_deterministic_template" + ], + "single_table_portable": "yes", + "provenance": { + "url": "local://subitem_workload_v2", + "title": "Locally authored v2 template", + "source_query_id": "tpl_cardinality_distinct_share_profile" + }, + "provenance_sources": [ + { + "url": "local://subitem_workload_v2", + "title": "Locally authored v2 template", + "source_query_id": "tpl_cardinality_distinct_share_profile" + } + ], + "status": "ready", + "notes": "New deterministic template for v2.", + "materialization_bucket": "v2_deterministic", + "activation_tier": "v2", + "dialect_sensitive": false, + "family_id": "cardinality_structure", + "realization_mode": "deterministic", + "binding_roles": [ + "group_col" + ], + "supported_canonical_subitem_ids": [ + "support_rank_profile_consistency" + ], + "allowed_variant_roles": [ + "ranked_signal_view" + ], + "default_facet_ids": [ + "support_concentration", + "value_imbalance_profile" + ], + "gate_priority": "deterministic", + "source_catalog": "template_library_v2", + "extended_family": true + }, + { + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "source_workload_id": "subitem_workload_v2", + "primary_family": "cardinality_structure", + "secondary_family": null, + "intent": "New deterministic template for v2.", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "required_roles": [ + "group_col" + ], + "optional_roles": [], + "constraints": [ + "single_table_only", + "v2_deterministic_template" + ], + "single_table_portable": "yes", + "provenance": { + "url": "local://subitem_workload_v2", + "title": "Locally authored v2 template", + "source_query_id": "tpl_cardinality_support_rank_profile" + }, + "provenance_sources": [ + { + "url": "local://subitem_workload_v2", + "title": "Locally authored v2 template", + "source_query_id": "tpl_cardinality_support_rank_profile" + } + ], + "status": "ready", + "notes": "New deterministic template for v2.", + "materialization_bucket": "v2_deterministic", + "activation_tier": "v2", + "dialect_sensitive": false, + "family_id": "cardinality_structure", + "realization_mode": "deterministic", + "binding_roles": [ + "group_col" + ], + "supported_canonical_subitem_ids": [ + "support_rank_profile_consistency" + ], + "allowed_variant_roles": [ + "count_distribution" + ], + "default_facet_ids": [ + "support_concentration", + "value_imbalance_profile" + ], + "gate_priority": "deterministic", + "source_catalog": "template_library_v2", + "extended_family": true + }, + { + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "source_workload_id": "subitem_workload_v2", + "primary_family": "cardinality_structure", + "secondary_family": null, + "intent": "New deterministic template for v2.", + "sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "required_roles": [ + "key_col", + "target_col" + ], + "optional_roles": [], + "constraints": [ + "single_table_only", + "v2_deterministic_template" + ], + "single_table_portable": "yes", + "provenance": { + "url": "local://subitem_workload_v2", + "title": "Locally authored v2 template", + "source_query_id": "tpl_cardinality_high_card_response_stability" + }, + "provenance_sources": [ + { + "url": "local://subitem_workload_v2", + "title": "Locally authored v2 template", + "source_query_id": "tpl_cardinality_high_card_response_stability" + } + ], + "status": "ready", + "notes": "New deterministic template for v2.", + "materialization_bucket": "v2_deterministic", + "activation_tier": "v2", + "dialect_sensitive": false, + "family_id": "cardinality_structure", + "realization_mode": "deterministic", + "binding_roles": [ + "key_col", + "target_col" + ], + "supported_canonical_subitem_ids": [ + "high_cardinality_response_stability" + ], + "allowed_variant_roles": [ + "focused_target_view" + ], + "default_facet_ids": [ + "target_cardinality_cross_section" + ], + "gate_priority": "deterministic", + "source_catalog": "template_library_v2", + "extended_family": true + } + ], + "selected_templates": [ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "source_workload_id": "clickbench_hits", + "primary_family": "subgroup_structure", + "secondary_family": null, + "intent": "Count rows by a single subgroup dimension to capture baseline subgroup mass.", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ], + "optional_roles": [], + "constraints": [ + "group_col:groupable", + "single_table_only" + ], + "single_table_portable": "yes", + "provenance": { + "url": "https://raw.githubusercontent.com/ClickHouse/ClickBench/main/clickhouse/queries.sql", + "title": "clickhouse/queries.sql · ClickBench", + "source_query_id": "ClickBench Q08" + }, + "provenance_sources": [ + { + "url": "https://raw.githubusercontent.com/ClickHouse/ClickBench/main/clickhouse/queries.sql", + "title": "clickhouse/queries.sql · ClickBench", + "source_query_id": "ClickBench Q08" + } + ], + "status": "ready", + "notes": "Closest to dashboard-style subgroup mass queries; deliberately keeps only one group axis for broad portability.", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "subgroup_structure", + "realization_mode": "agent", + "binding_roles": [ + "group_col" + ], + "supported_canonical_subitem_ids": [ + "subgroup_size_stability" + ], + "allowed_variant_roles": [ + "count_distribution" + ], + "default_facet_ids": [ + "subgroup_distribution_shift" + ], + "gate_priority": "primary", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 1, + "planned_problem_count": 7, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "source_workload_id": "clickbench_hits", + "primary_family": "subgroup_structure", + "secondary_family": "conditional_dependency_structure", + "intent": "Rank subgroups by support within a filtered slice.", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ], + "optional_roles": [], + "constraints": [ + "group_col:groupable", + "predicate_col:filterable", + "single_table_only" + ], + "single_table_portable": "yes", + "provenance": { + "url": "https://raw.githubusercontent.com/ClickHouse/ClickBench/main/clickhouse/queries.sql", + "title": "clickhouse/queries.sql · ClickBench", + "source_query_id": "ClickBench Q13" + }, + "provenance_sources": [ + { + "url": "https://raw.githubusercontent.com/ClickHouse/ClickBench/main/clickhouse/queries.sql", + "title": "clickhouse/queries.sql · ClickBench", + "source_query_id": "ClickBench Q13" + } + ], + "status": "ready", + "notes": "A cleaner heavy-hitter slice than the existing two-dimensional filtered count template.", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "subgroup_structure", + "realization_mode": "agent", + "binding_roles": [ + "group_col", + "predicate_col" + ], + "supported_canonical_subitem_ids": [ + "subgroup_size_stability" + ], + "allowed_variant_roles": [ + "count_distribution", + "filtered_stable_view" + ], + "default_facet_ids": [ + "subgroup_distribution_shift" + ], + "gate_priority": "primary", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 2, + "planned_problem_count": 8, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "source_workload_id": "insurance_cost_project_sql_repo", + "primary_family": "subgroup_structure", + "secondary_family": null, + "intent": "Compare mean numeric outcomes across subgroups.", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ], + "optional_roles": [], + "constraints": [ + "group_col:groupable", + "measure_col:numeric", + "single_table_only" + ], + "single_table_portable": "partial", + "provenance": { + "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql", + "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL", + "source_query_id": "m4_sql_0012" + }, + "provenance_sources": [ + { + "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql", + "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL", + "source_query_id": "m4_sql_0012" + } + ], + "status": "ready", + "notes": "One of the most reusable regression-style templates among the public insurance SQL repository exemplars.", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "subgroup_structure", + "realization_mode": "agent", + "binding_roles": [ + "group_col", + "measure_col" + ], + "supported_canonical_subitem_ids": [ + "internal_profile_stability" + ], + "allowed_variant_roles": [ + "collapsed_target_view" + ], + "default_facet_ids": [ + "subgroup_rank_order", + "subgroup_distribution_shift", + "subgroup_conditional_contrast" + ], + "gate_priority": "primary", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 3, + "planned_problem_count": 8, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "source_workload_id": "insurance_cost_project_sql_repo", + "primary_family": "conditional_dependency_structure", + "secondary_family": "subgroup_structure", + "intent": "Use a window function to report per-group averages without collapsing the row-level relation first.", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ], + "optional_roles": [], + "constraints": [ + "group_col:groupable", + "measure_col:numeric", + "single_table_only" + ], + "single_table_portable": "partial", + "provenance": { + "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql", + "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL", + "source_query_id": "m4_sql_0011" + }, + "provenance_sources": [ + { + "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql", + "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL", + "source_query_id": "m4_sql_0011" + } + ], + "status": "ready", + "notes": "Adds explicit window-function coverage to the analytics library.", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "conditional_dependency_structure", + "realization_mode": "agent", + "binding_roles": [ + "group_col", + "measure_col" + ], + "supported_canonical_subitem_ids": [ + "slice_level_consistency", + "direction_consistency" + ], + "allowed_variant_roles": [ + "filtered_stable_view", + "ranked_signal_view" + ], + "default_facet_ids": [ + "conditional_rate_shift", + "conditional_interaction_hotspots" + ], + "gate_priority": "primary", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 4, + "planned_problem_count": 8, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "source_workload_id": "tpcds_qualification", + "primary_family": "subgroup_structure", + "secondary_family": "conditional_dependency_structure", + "intent": "Rank subgroups by total numeric measure under a filter.", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "optional_roles": [], + "constraints": [ + "group_col:groupable", + "measure_col:numeric", + "predicate_col:filterable", + "single_table_only" + ], + "single_table_portable": "partial", + "provenance": { + "url": "https://raw.githubusercontent.com/cwida/tpcds-result-reproduction/master/query_qualification/03.sql", + "title": "query_qualification/03.sql · tpcds-result-reproduction", + "source_query_id": "TPC-DS Q3" + }, + "provenance_sources": [ + { + "url": "https://raw.githubusercontent.com/cwida/tpcds-result-reproduction/master/query_qualification/03.sql", + "title": "query_qualification/03.sql · tpcds-result-reproduction", + "source_query_id": "TPC-DS Q3" + } + ], + "status": "ready", + "notes": "A pragmatic single-table reduction of a common sales-ranking pattern.", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "subgroup_structure", + "realization_mode": "agent", + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "supported_canonical_subitem_ids": [ + "internal_profile_stability" + ], + "allowed_variant_roles": [ + "ranked_signal_view", + "filtered_stable_view" + ], + "default_facet_ids": [ + "subgroup_rank_order", + "subgroup_distribution_shift", + "subgroup_conditional_contrast" + ], + "gate_priority": "primary", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 5, + "planned_problem_count": 10, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "source_workload_id": "insurance_sql_analysis_repo", + "primary_family": "conditional_dependency_structure", + "secondary_family": "subgroup_structure", + "intent": "Bin a numeric feature into coarse buckets and compare average outcomes across those bins.", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ], + "optional_roles": [], + "constraints": [ + "band_col:ordered_or_numeric", + "measure_col:numeric", + "single_table_only" + ], + "single_table_portable": "partial", + "provenance": { + "url": "https://github.com/Shagufta-DataAnalyst/insurance-sql-analysis/blob/main/Analysis_queries.sql", + "title": "Analysis_queries.sql · insurance-sql-analysis", + "source_query_id": "m4_sql_0044" + }, + "provenance_sources": [ + { + "url": "https://github.com/Shagufta-DataAnalyst/insurance-sql-analysis/blob/main/Analysis_queries.sql", + "title": "Analysis_queries.sql · insurance-sql-analysis", + "source_query_id": "m4_sql_0044" + } + ], + "status": "ready", + "notes": "Important for numeric-heavy datasets where raw continuous features must be discretized before subgroup reasoning.", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "conditional_dependency_structure", + "realization_mode": "agent", + "binding_roles": [ + "band_col", + "measure_col" + ], + "supported_canonical_subitem_ids": [ + "slice_level_consistency" + ], + "allowed_variant_roles": [ + "collapsed_target_view", + "filtered_stable_view" + ], + "default_facet_ids": [ + "conditional_interaction_hotspots" + ], + "gate_priority": "support", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 6, + "planned_problem_count": 8, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "source_workload_id": "insurance_cost_project_sql_repo", + "primary_family": "conditional_dependency_structure", + "secondary_family": "tail_rarity_structure", + "intent": "Compute a median-like robust center for a filtered numeric slice.", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ], + "optional_roles": [], + "constraints": [ + "measure_col:numeric", + "predicate_col:filterable", + "single_table_only" + ], + "single_table_portable": "partial", + "provenance": { + "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql", + "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL", + "source_query_id": "m4_sql_0022" + }, + "provenance_sources": [ + { + "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql", + "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL", + "source_query_id": "m4_sql_0022" + } + ], + "status": "ready", + "notes": "Retained because robust-statistic templates are common in practical analytical workflows even if they are not universal.", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "conditional_dependency_structure", + "realization_mode": "agent", + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "supported_canonical_subitem_ids": [ + "slice_level_consistency" + ], + "allowed_variant_roles": [ + "focused_target_view", + "filtered_stable_view" + ], + "default_facet_ids": [ + "conditional_interaction_hotspots" + ], + "gate_priority": "support", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 7, + "planned_problem_count": 8, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "source_workload_id": "tpch_qgen", + "primary_family": "conditional_dependency_structure", + "secondary_family": "tail_rarity_structure", + "intent": "Aggregate a numeric measure within a numeric band filter.", + "sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "required_roles": [ + "measure_col", + "band_col" + ], + "optional_roles": [], + "constraints": [ + "measure_col:numeric", + "band_col:ordered_or_numeric", + "single_table_only" + ], + "single_table_portable": "partial", + "provenance": { + "url": "https://raw.githubusercontent.com/electrum/tpch-dbgen/master/queries/6.sql", + "title": "queries/6.sql · tpch-dbgen", + "source_query_id": "TPC-H Q6" + }, + "provenance_sources": [ + { + "url": "https://raw.githubusercontent.com/electrum/tpch-dbgen/master/queries/6.sql", + "title": "queries/6.sql · tpch-dbgen", + "source_query_id": "TPC-H Q6" + } + ], + "status": "ready", + "notes": "Promoted into the materialized core because the tail review showed this narrow-band threshold slice is a canonical low-support but high-impact pattern rather than a benchmark curiosity.", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "conditional_dependency_structure", + "realization_mode": "agent", + "binding_roles": [ + "measure_col", + "band_col" + ], + "supported_canonical_subitem_ids": [ + "slice_level_consistency" + ], + "allowed_variant_roles": [ + "filtered_stable_view", + "collapsed_target_view" + ], + "default_facet_ids": [ + "conditional_interaction_hotspots" + ], + "gate_priority": "support", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 8, + "planned_problem_count": 8, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "source_workload_id": "bigquery_approx_aggregate_docs", + "primary_family": "tail_rarity_structure", + "secondary_family": "subgroup_structure", + "intent": "Report a percentile point such as p95 or p99 for each subgroup instead of returning the raw tail rows.", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ], + "optional_roles": [], + "constraints": [ + "group_col:groupable", + "measure_col:numeric", + "single_table_only" + ], + "single_table_portable": "yes", + "provenance": { + "url": "https://cloud.google.com/bigquery/docs/reference/standard-sql/approximate_aggregate_functions", + "title": "Approximate aggregate functions | BigQuery | Google Cloud Documentation", + "source_query_id": "BigQuery APPROX_QUANTILES example" + }, + "provenance_sources": [ + { + "url": "https://cloud.google.com/bigquery/docs/reference/standard-sql/approximate_aggregate_functions", + "title": "Approximate aggregate functions | BigQuery | Google Cloud Documentation", + "source_query_id": "BigQuery APPROX_QUANTILES example" + }, + { + "url": "https://trino.io/docs/current/functions/aggregate.html", + "title": "Aggregate functions — Trino Documentation", + "source_query_id": "Trino approx_percentile" + }, + { + "url": "https://docs.snowflake.com/en/sql-reference/functions/percentile_cont", + "title": "PERCENTILE_CONT | Snowflake Documentation", + "source_query_id": "Snowflake PERCENTILE_CONT grouped example" + }, + { + "url": "https://clickhouse.com/docs/sql-reference/aggregate-functions/reference/quantile", + "title": "quantile | ClickHouse Docs", + "source_query_id": "ClickHouse quantile example" + }, + { + "url": "https://druid.apache.org/docs/latest/querying/sql-functions/", + "title": "All Druid SQL functions | Apache Druid", + "source_query_id": "Druid APPROX_QUANTILE_DS example" + }, + { + "url": "https://docs.pinot.apache.org/functions/aggregation/percentile", + "title": "percentile | Apache Pinot Docs", + "source_query_id": "Pinot percentile example" + } + ], + "status": "ready", + "notes": "Canonical percentile-point family added so the library can represent p95/p99 style tail monitoring without returning full quantile slices.", + "materialization_bucket": "core", + "activation_tier": "optional", + "dialect_sensitive": true, + "dialect_notes": "Represents a canonical percentile-point family, but concrete SQL differs across engines (for example PERCENTILE_CONT, APPROX_QUANTILES, approx_percentile, or quantile-style syntax).", + "family_id": "tail_rarity_structure", + "realization_mode": "agent", + "binding_roles": [ + "group_col", + "measure_col" + ], + "supported_canonical_subitem_ids": [ + "tail_concentration_consistency" + ], + "allowed_variant_roles": [ + "focused_target_view", + "ranked_signal_view" + ], + "default_facet_ids": [ + "rare_target_concentration" + ], + "gate_priority": "primary", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 9, + "planned_problem_count": 9, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "source_workload_id": "insurance_cost_project_sql_repo", + "primary_family": "tail_rarity_structure", + "secondary_family": "conditional_dependency_structure", + "intent": "Select the highest quantile bucket of a numeric measure using NTILE-style ranking.", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ], + "optional_roles": [], + "constraints": [ + "measure_col:numeric", + "single_table_only" + ], + "single_table_portable": "partial", + "provenance": { + "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql", + "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL", + "source_query_id": "m4_sql_0023" + }, + "provenance_sources": [ + { + "url": "https://github.com/arka420/Insurance-Cost-Project-Using-SQL/blob/main/Insurance%20cost%20%20SQL%20analysis.sql", + "title": "Insurance cost SQL analysis.sql · Insurance-Cost-Project-Using-SQL", + "source_query_id": "m4_sql_0023" + } + ], + "status": "ready", + "notes": "A high-value tail template because it expresses rarity through quantile structure rather than an arbitrary threshold.", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "tail_rarity_structure", + "realization_mode": "agent", + "binding_roles": [ + "measure_col" + ], + "supported_canonical_subitem_ids": [ + "tail_set_consistency" + ], + "allowed_variant_roles": [ + "rare_extreme_view" + ], + "default_facet_ids": [ + "low_support_extremes" + ], + "gate_priority": "primary", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 10, + "planned_problem_count": 8, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "source_workload_id": "druid_sql_functions", + "primary_family": "tail_rarity_structure", + "secondary_family": "conditional_dependency_structure", + "intent": "Estimate how rare a threshold is by reporting the empirical CDF value at that threshold.", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ], + "optional_roles": [], + "constraints": [ + "measure_col:numeric", + "single_table_only" + ], + "single_table_portable": "yes", + "provenance": { + "url": "https://druid.apache.org/docs/latest/querying/sql-functions/", + "title": "All Druid SQL functions | Apache Druid", + "source_query_id": "Druid DS_RANK example" + }, + "provenance_sources": [ + { + "url": "https://druid.apache.org/docs/latest/querying/sql-functions/", + "title": "All Druid SQL functions | Apache Druid", + "source_query_id": "Druid DS_RANK example" + } + ], + "status": "ready", + "notes": "Added because it answers a different question from percentile-point queries: not 'what is p99?' but 'how rare is threshold T?'", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "tail_rarity_structure", + "realization_mode": "agent", + "binding_roles": [ + "measure_col" + ], + "supported_canonical_subitem_ids": [ + "tail_set_consistency" + ], + "allowed_variant_roles": [ + "rare_extreme_view" + ], + "default_facet_ids": [ + "low_support_extremes" + ], + "gate_priority": "primary", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 11, + "planned_problem_count": 8, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "source_workload_id": "tpch_qgen", + "primary_family": "tail_rarity_structure", + "secondary_family": "subgroup_structure", + "intent": "Rank only those groups whose aggregate value exceeds an explicit threshold.", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ], + "optional_roles": [], + "constraints": [ + "group_col:groupable", + "measure_col:numeric", + "single_table_only" + ], + "single_table_portable": "partial", + "provenance": { + "url": "https://raw.githubusercontent.com/electrum/tpch-dbgen/master/queries/18.sql", + "title": "queries/18.sql · electrum/tpch-dbgen", + "source_query_id": "TPC-H Q18" + }, + "provenance_sources": [ + { + "url": "https://raw.githubusercontent.com/electrum/tpch-dbgen/master/queries/18.sql", + "title": "queries/18.sql · electrum/tpch-dbgen", + "source_query_id": "TPC-H Q18" + } + ], + "status": "ready", + "notes": "Separates true large-segment ranking from ordinary support guards by thresholding the aggregate itself.", + "materialization_bucket": "core", + "activation_tier": "core", + "dialect_sensitive": false, + "family_id": "tail_rarity_structure", + "realization_mode": "agent", + "binding_roles": [ + "group_col", + "measure_col" + ], + "supported_canonical_subitem_ids": [ + "tail_set_consistency", + "tail_mass_similarity" + ], + "allowed_variant_roles": [ + "rare_extreme_view", + "filtered_stable_view" + ], + "default_facet_ids": [ + "tail_ranked_signal", + "low_support_extremes" + ], + "gate_priority": "primary", + "source_catalog": "template_library_v1", + "extended_family": false, + "selection_mode": "cli", + "selected_template_rank": 12, + "planned_problem_count": 8, + "sql_variant_policy": "1-2" + }, + { + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "source_workload_id": "subitem_workload_v2", + "primary_family": "cardinality_structure", + "secondary_family": null, + "intent": "New deterministic template for v2.", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "required_roles": [ + "group_col" + ], + "optional_roles": [], + "constraints": [ + "single_table_only", + "v2_deterministic_template" + ], + "single_table_portable": "yes", + "provenance": { + "url": "local://subitem_workload_v2", + "title": "Locally authored v2 template", + "source_query_id": "tpl_cardinality_distinct_share_profile" + }, + "provenance_sources": [ + { + "url": "local://subitem_workload_v2", + "title": "Locally authored v2 template", + "source_query_id": "tpl_cardinality_distinct_share_profile" + } + ], + "status": "ready", + "notes": "New deterministic template for v2.", + "materialization_bucket": "v2_deterministic", + "activation_tier": "v2", + "dialect_sensitive": false, + "family_id": "cardinality_structure", + "realization_mode": "deterministic", + "binding_roles": [ + "group_col" + ], + "supported_canonical_subitem_ids": [ + "support_rank_profile_consistency" + ], + "allowed_variant_roles": [ + "ranked_signal_view" + ], + "default_facet_ids": [ + "support_concentration", + "value_imbalance_profile" + ], + "gate_priority": "deterministic", + "source_catalog": "template_library_v2", + "extended_family": true + }, + { + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "source_workload_id": "subitem_workload_v2", + "primary_family": "cardinality_structure", + "secondary_family": null, + "intent": "New deterministic template for v2.", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "required_roles": [ + "group_col" + ], + "optional_roles": [], + "constraints": [ + "single_table_only", + "v2_deterministic_template" + ], + "single_table_portable": "yes", + "provenance": { + "url": "local://subitem_workload_v2", + "title": "Locally authored v2 template", + "source_query_id": "tpl_cardinality_support_rank_profile" + }, + "provenance_sources": [ + { + "url": "local://subitem_workload_v2", + "title": "Locally authored v2 template", + "source_query_id": "tpl_cardinality_support_rank_profile" + } + ], + "status": "ready", + "notes": "New deterministic template for v2.", + "materialization_bucket": "v2_deterministic", + "activation_tier": "v2", + "dialect_sensitive": false, + "family_id": "cardinality_structure", + "realization_mode": "deterministic", + "binding_roles": [ + "group_col" + ], + "supported_canonical_subitem_ids": [ + "support_rank_profile_consistency" + ], + "allowed_variant_roles": [ + "count_distribution" + ], + "default_facet_ids": [ + "support_concentration", + "value_imbalance_profile" + ], + "gate_priority": "deterministic", + "source_catalog": "template_library_v2", + "extended_family": true + }, + { + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "source_workload_id": "subitem_workload_v2", + "primary_family": "cardinality_structure", + "secondary_family": null, + "intent": "New deterministic template for v2.", + "sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "required_roles": [ + "key_col", + "target_col" + ], + "optional_roles": [], + "constraints": [ + "single_table_only", + "v2_deterministic_template" + ], + "single_table_portable": "yes", + "provenance": { + "url": "local://subitem_workload_v2", + "title": "Locally authored v2 template", + "source_query_id": "tpl_cardinality_high_card_response_stability" + }, + "provenance_sources": [ + { + "url": "local://subitem_workload_v2", + "title": "Locally authored v2 template", + "source_query_id": "tpl_cardinality_high_card_response_stability" + } + ], + "status": "ready", + "notes": "New deterministic template for v2.", + "materialization_bucket": "v2_deterministic", + "activation_tier": "v2", + "dialect_sensitive": false, + "family_id": "cardinality_structure", + "realization_mode": "deterministic", + "binding_roles": [ + "key_col", + "target_col" + ], + "supported_canonical_subitem_ids": [ + "high_cardinality_response_stability" + ], + "allowed_variant_roles": [ + "focused_target_view" + ], + "default_facet_ids": [ + "target_cardinality_cross_section" + ], + "gate_priority": "deterministic", + "source_catalog": "template_library_v2", + "extended_family": true + } + ], + "items": [ + { + "query_record_id": "v2q_n6_3ac1854e93c706a5", + "problem_id": "v2p_n6_170dc77a3a1bbec4", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_0a61ccd00cd952c4", + "problem_id": "v2p_n6_36e886c6ac1a3de4", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_d09890b70041a24e", + "problem_id": "v2p_n6_1a4b27d513bd735b", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_6a618233fa933839", + "problem_id": "v2p_n6_bfbbf7fbda9b1a91", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_f2c1c37bebc6655f", + "problem_id": "v2p_n6_6b480b46f8caa6b2", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_47d71fa4b07cede1", + "problem_id": "v2p_n6_2c7eb24e5f3d0679", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_0ff323131b743d28", + "problem_id": "v2p_n6_f30c87b6bee3725e", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_e2cbcbc630e03dc8", + "problem_id": "v2p_n6_c4a1c2e007f7b0ce", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X13", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_2c381aabb749526e", + "problem_id": "v2p_n6_e51b84cc0a13aafe", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "0", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_b86c0119264aa9b4", + "problem_id": "v2p_n6_7f347933dbf65778", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X14", + "predicate_op": ">=", + "predicate_value": 9.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_33db1b5144fa30de", + "problem_id": "v2p_n6_a6ab4dcbe9f19f80", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X1", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_aecadfb0aaf54e52", + "problem_id": "v2p_n6_63845e4446c85c2e", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X15", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_e3cb0a0f1ded69b0", + "problem_id": "v2p_n6_7b28d4b23a7df17b", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X2", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_3c38507338772e9a", + "problem_id": "v2p_n6_720369316d2c6f31", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X16", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_63bc9e0de3dda5f5", + "problem_id": "v2p_n6_12e8f6dd29e0560e", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X3", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_06f674ff8c887077", + "problem_id": "v2p_n6_f22625a621722eef", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "0", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_fe04d90b5ab85c96", + "problem_id": "v2p_n6_35e63d9b835518e8", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X4", + "predicate_op": ">=", + "predicate_value": 7.0, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_4b455cc59ed34285", + "problem_id": "v2p_n6_9eab90a825021a71", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X1", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_f30987af9a358ef9", + "problem_id": "v2p_n6_a0187eede7b19120", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X5", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_e781325e7dcfff2a", + "problem_id": "v2p_n6_9c41ffc2971fc973", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X2", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_10b66fd8f70f96d8", + "problem_id": "v2p_n6_33b4ae07107d930b", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X6", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_f0ac5aaace5ec289", + "problem_id": "v2p_n6_8fef8216972f194b", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X3", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_0d6f970490434f6c", + "problem_id": "v2p_n6_009a4b6debc31a1a", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X7", + "predicate_op": ">=", + "predicate_value": 6.0, + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_ce31c9dc17eb4008", + "problem_id": "v2p_n6_c91b029f3ea073c7", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_b0950ed01f3d80a8", + "problem_id": "v2p_n6_eba77a725360e4d4", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_cef362353274da06", + "problem_id": "v2p_n6_994dfaf8d45b48fa", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_69d7b8e6780fdd41", + "problem_id": "v2p_n6_ec550fa7d06a1c31", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_f2641d0aa274614e", + "problem_id": "v2p_n6_be452273e053be18", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X11.", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_ca5af7ed06ca5910", + "problem_id": "v2p_n6_1d57b834338aed73", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X11.", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_af20d32e49c2f29b", + "problem_id": "v2p_n6_7f286163825bb3bd", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X12.", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_7e9746d9c162f67b", + "problem_id": "v2p_n6_f8788735340b0b71", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X12.", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_d7d02362b4c2901c", + "problem_id": "v2p_n6_7651dbec3a9304c8", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X13.", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_99e70dca153794af", + "problem_id": "v2p_n6_01f1fe3d1d6d94b2", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X13.", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_f15177301c10e20b", + "problem_id": "v2p_n6_3e27d5972bfdb5d0", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X14.", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_f2ad3a7968a6eaae", + "problem_id": "v2p_n6_5d62f37dc661e443", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X14.", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_0660d74e566356e9", + "problem_id": "v2p_n6_77a72fa5ce79d69f", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X15.", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_f3977efd583fde08", + "problem_id": "v2p_n6_1928f0b8ef2c3add", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X15.", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_29f02a48a2f38c6f", + "problem_id": "v2p_n6_7d0b067ca5894883", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X16.", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_b821742015dc68a4", + "problem_id": "v2p_n6_690c406209b6d1e9", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X16.", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_e2ae438a63a43875", + "problem_id": "v2p_n6_6bcd07f43048180e", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_c6b6c826214cb21f", + "problem_id": "v2p_n6_3b9fee2e2da4ea9b", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_6cd178ecf0c385c2", + "problem_id": "v2p_n6_fbc0acffe1874c71", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_6e590b56306e45ff", + "problem_id": "v2p_n6_0108af1d666e9ffa", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_438f6efef0616559", + "problem_id": "v2p_n6_670e3127ac5c8988", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X7.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_9f3f27dd07df98f3", + "problem_id": "v2p_n6_2d286074067dc215", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_c05a94af874cbfc4", + "problem_id": "v2p_n6_79ba19fd6b177573", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8.", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_fb063ae6183553d1", + "problem_id": "v2p_n6_a51e0a5ca3d19f65", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X8.", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_ce99455b6687cfa1", + "problem_id": "v2p_n6_ce70bcf6610f31b7", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_d27ee52265ccc37a", + "problem_id": "v2p_n6_d21dee93e3644ea7", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_19fb6115ad992d29", + "problem_id": "v2p_n6_8edc8e54e5b312f2", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_60098693781f292f", + "problem_id": "v2p_n6_1b3e43fbe7275ba8", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_cc3542be789a2822", + "problem_id": "v2p_n6_c565f60782045a34", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11.", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_4885bdec49334963", + "problem_id": "v2p_n6_c13a9805c969b1cf", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X11.", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_f4569a28b163abf6", + "problem_id": "v2p_n6_a0057c79666adb74", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X12.", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_c3dbcc5d6138258a", + "problem_id": "v2p_n6_d787b1cb4b04329a", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12.", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_655fa0fd6238b4e0", + "problem_id": "v2p_n6_4116879e4d80dd9c", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X1.", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "predicate_col": "X15", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_74ea3faf0f5cd348", + "problem_id": "v2p_n6_2ff81d56b7dc402c", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X1.", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "predicate_col": "X2", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_5da75758acfdd3f2", + "problem_id": "v2p_n6_875b0515f929a33d", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X2.", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "predicate_col": "X16", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_75391b67238db68e", + "problem_id": "v2p_n6_0e9ebd2325761a7e", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2.", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "predicate_col": "X3", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_09778cae46a5e203", + "problem_id": "v2p_n6_6e5044b08b7475e7", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X3.", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "2", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_c87445edf63373f3", + "problem_id": "v2p_n6_eaaeb645cb48bb07", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X3.", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "predicate_col": "X4", + "predicate_op": ">=", + "predicate_value": 7.0, + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_8a5766b256cd096a", + "problem_id": "v2p_n6_857cd52fc4c5325d", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X4.", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "predicate_col": "X1", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_98d2488010c69ed5", + "problem_id": "v2p_n6_5354aa41b98b131c", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X4.", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "predicate_col": "X5", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_ab30c1ab34237462", + "problem_id": "v2p_n6_2025ea892c46db6d", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "predicate_col": "X2", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_3d3dfb66a70357a0", + "problem_id": "v2p_n6_fc45aea0196b657a", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "predicate_col": "X6", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_51e0364a35be6362", + "problem_id": "v2p_n6_546755205818ce65", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "predicate_col": "X3", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_42bd988e771b1e9f", + "problem_id": "v2p_n6_4a3694a6c2ff8ff4", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "predicate_col": "X7", + "predicate_op": ">=", + "predicate_value": 6.0, + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_5080ac3713ca9e54", + "problem_id": "v2p_n6_e08186cf7cd45407", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "predicate_col": "X4", + "predicate_op": ">=", + "predicate_value": 7.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_c6806b0373df9b13", + "problem_id": "v2p_n6_3fc10c2f7827db14", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X7.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "predicate_col": "X8", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_551a0d7f8f81c042", + "problem_id": "v2p_n6_8c5a3d86d382d259", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X8.", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "predicate_col": "X5", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_248071d4c0499fcb", + "problem_id": "v2p_n6_3f2251c7376ce223", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8.", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "predicate_col": "X9", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_d4a7e57d9d1fbd5c", + "problem_id": "v2p_n6_f665baf5fb45377c", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "predicate_col": "X6", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=56" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_9c74d206e611579a", + "problem_id": "v2p_n6_ca141b346948f7aa", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "predicate_col": "X10", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=56" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_00ce041ddf1552cf", + "problem_id": "v2p_n6_10dc71226935721b", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "predicate_col": "X7", + "predicate_op": ">=", + "predicate_value": 6.0, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=57" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_b9f0c7be9dea1dc1", + "problem_id": "v2p_n6_599090d970a8c5c4", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "predicate_col": "X11", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=57" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_958ee8f9fad24346", + "problem_id": "v2p_n6_adcc2c4a3ce19f54", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X13.", + "bindings": { + "measure_col": "X13", + "band_col": "X13", + "band_cut_1": -6.0, + "band_cut_2": 6.0, + "lower_bound": -6.0, + "upper_bound": 6.0, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_3dd42c8e8d197f52", + "problem_id": "v2p_n6_acb744d3e3cdfa9f", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X13.", + "bindings": { + "measure_col": "X13", + "band_col": "X13", + "band_cut_1": -6.0, + "band_cut_2": 6.0, + "lower_bound": -6.0, + "upper_bound": 6.0, + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_b996469be26ce28c", + "problem_id": "v2p_n6_a403f1c03d1d2aa5", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X14.", + "bindings": { + "measure_col": "X14", + "band_col": "X14", + "band_cut_1": -5.0, + "band_cut_2": 5.0, + "lower_bound": -5.0, + "upper_bound": 5.0, + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_86647e4610dfdeb1", + "problem_id": "v2p_n6_8a08b1cf1e4b08a4", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X15.", + "bindings": { + "measure_col": "X15", + "band_col": "X15", + "band_cut_1": -6.0, + "band_cut_2": 3.0, + "lower_bound": -6.0, + "upper_bound": 3.0, + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_85efc93bcd2697c7", + "problem_id": "v2p_n6_2f5d4806fbed88a1", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X15.", + "bindings": { + "measure_col": "X15", + "band_col": "X15", + "band_cut_1": -6.0, + "band_cut_2": 3.0, + "lower_bound": -6.0, + "upper_bound": 3.0, + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_c3812c964ff12e31", + "problem_id": "v2p_n6_1726e99e00213ed2", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X16.", + "bindings": { + "measure_col": "X16", + "band_col": "X16", + "band_cut_1": -4.0, + "band_cut_2": 2.0, + "lower_bound": -4.0, + "upper_bound": 2.0, + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_67608dc072ea2cdc", + "problem_id": "v2p_n6_431405b6b89213b3", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X1.", + "bindings": { + "measure_col": "X1", + "band_col": "X1", + "band_cut_1": -4.0, + "band_cut_2": 4.0, + "lower_bound": -4.0, + "upper_bound": 4.0, + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_fcabc3d5d644ef75", + "problem_id": "v2p_n6_745d2e4a79ad63c1", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X1.", + "bindings": { + "measure_col": "X1", + "band_col": "X1", + "band_cut_1": -4.0, + "band_cut_2": 4.0, + "lower_bound": -4.0, + "upper_bound": 4.0, + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_b35295510d191e8d", + "problem_id": "v2p_n6_dc28fa98d02d4378", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X2.", + "bindings": { + "measure_col": "X2", + "band_col": "X2", + "band_cut_1": -4.0, + "band_cut_2": 5.0, + "lower_bound": -4.0, + "upper_bound": 5.0, + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_75c918808c9fa855", + "problem_id": "v2p_n6_7a07a2c0a3e9c426", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X3.", + "bindings": { + "measure_col": "X3", + "band_col": "X3", + "band_cut_1": -4.0, + "band_cut_2": 3.0, + "lower_bound": -4.0, + "upper_bound": 3.0, + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_6cff6832ac77a124", + "problem_id": "v2p_n6_c77747b270f3f2f2", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X3.", + "bindings": { + "measure_col": "X3", + "band_col": "X3", + "band_cut_1": -4.0, + "band_cut_2": 3.0, + "lower_bound": -4.0, + "upper_bound": 3.0, + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_767e32f2ed3268af", + "problem_id": "v2p_n6_761578a825a935b9", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X4.", + "bindings": { + "measure_col": "X4", + "band_col": "X4", + "band_cut_1": -7.0, + "band_cut_2": 3.0, + "lower_bound": -7.0, + "upper_bound": 3.0, + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_522bf7494a606736", + "problem_id": "v2p_n6_17e9153c3d85607b", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=X9.", + "bindings": { + "measure_col": "X9", + "predicate_col": "X5", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_405e1b81fd4b8c63", + "problem_id": "v2p_n6_cf0f21235629d828", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X9.", + "bindings": { + "measure_col": "X9", + "predicate_col": "X9", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_753e4176321e8d4d", + "problem_id": "v2p_n6_617c7c5be3eb43a5", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X10.", + "bindings": { + "measure_col": "X10", + "predicate_col": "X6", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_8f7e6a66da35b943", + "problem_id": "v2p_n6_7725fca168e05569", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=X11.", + "bindings": { + "measure_col": "X11", + "predicate_col": "X7", + "predicate_op": ">=", + "predicate_value": 6.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_b93cde50bca3ca82", + "problem_id": "v2p_n6_8fcfb8749552ffbe", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X11.", + "bindings": { + "measure_col": "X11", + "predicate_col": "X11", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_d565df681e80e058", + "problem_id": "v2p_n6_736f557d635efcd8", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X12.", + "bindings": { + "measure_col": "X12", + "predicate_col": "X8", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_d50ee61d3663572f", + "problem_id": "v2p_n6_2e6f56cdebbf203e", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=X13.", + "bindings": { + "measure_col": "X13", + "predicate_col": "X9", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_51da82591dd69f7b", + "problem_id": "v2p_n6_782aafe3732e977b", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X13.", + "bindings": { + "measure_col": "X13", + "predicate_col": "X13", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_1def71ffabdac87e", + "problem_id": "v2p_n6_f1b3e16bad124fc6", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X14.", + "bindings": { + "measure_col": "X14", + "predicate_col": "X10", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_0fd5f33ecc7fa551", + "problem_id": "v2p_n6_c185daa5e941d2f7", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=X15.", + "bindings": { + "measure_col": "X15", + "predicate_col": "X11", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_139ab50dc6c7e77e", + "problem_id": "v2p_n6_bf4d4b5da771d3ff", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X15.", + "bindings": { + "measure_col": "X15", + "predicate_col": "X15", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_99c1881e2de9a501", + "problem_id": "v2p_n6_d43e1cdbbaa09945", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X16.", + "bindings": { + "measure_col": "X16", + "predicate_col": "X12", + "predicate_op": ">=", + "predicate_value": 7.0, + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=79" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_82ee6fe2d90c1b4b", + "problem_id": "v2p_n6_92deaf7044677530", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X5.", + "bindings": { + "measure_col": "X5", + "band_col": "X5", + "band_cut_1": -7.0, + "band_cut_2": 6.0, + "lower_bound": -7.0, + "upper_bound": 6.0, + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_723fecb198a659ae", + "problem_id": "v2p_n6_14942400c56e4a96", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X5.", + "bindings": { + "measure_col": "X5", + "band_col": "X5", + "band_cut_1": -7.0, + "band_cut_2": 6.0, + "lower_bound": -7.0, + "upper_bound": 6.0, + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_fba399e72a983c2e", + "problem_id": "v2p_n6_315ad0546749735c", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X6.", + "bindings": { + "measure_col": "X6", + "band_col": "X6", + "band_cut_1": -5.0, + "band_cut_2": 5.0, + "lower_bound": -5.0, + "upper_bound": 5.0, + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_1a1309caeaf1e3f5", + "problem_id": "v2p_n6_1bac4887747bd14f", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X7.", + "bindings": { + "measure_col": "X7", + "band_col": "X7", + "band_cut_1": -5.0, + "band_cut_2": 3.0, + "lower_bound": -5.0, + "upper_bound": 3.0, + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_e72badc989ccafc8", + "problem_id": "v2p_n6_c8f3c34aee29168d", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X7.", + "bindings": { + "measure_col": "X7", + "band_col": "X7", + "band_cut_1": -5.0, + "band_cut_2": 3.0, + "lower_bound": -5.0, + "upper_bound": 3.0, + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_14125ea30573e25e", + "problem_id": "v2p_n6_6227afcd916ae215", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X8.", + "bindings": { + "measure_col": "X8", + "band_col": "X8", + "band_cut_1": -4.0, + "band_cut_2": 3.0, + "lower_bound": -4.0, + "upper_bound": 3.0, + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_d00502523de02b2e", + "problem_id": "v2p_n6_aa19efc000f99c44", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X9.", + "bindings": { + "measure_col": "X9", + "band_col": "X9", + "band_cut_1": -4.0, + "band_cut_2": 5.0, + "lower_bound": -4.0, + "upper_bound": 5.0, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_71b3b23e5b0e2347", + "problem_id": "v2p_n6_103838285928fa5f", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X9.", + "bindings": { + "measure_col": "X9", + "band_col": "X9", + "band_cut_1": -4.0, + "band_cut_2": 5.0, + "lower_bound": -4.0, + "upper_bound": 5.0, + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_221d0a79d0a94de7", + "problem_id": "v2p_n6_963838e47433f19f", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X10.", + "bindings": { + "measure_col": "X10", + "band_col": "X10", + "band_cut_1": -5.0, + "band_cut_2": 5.0, + "lower_bound": -5.0, + "upper_bound": 5.0, + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_82fe81361c6da5d1", + "problem_id": "v2p_n6_bf7c070d169ec656", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X11.", + "bindings": { + "measure_col": "X11", + "band_col": "X11", + "band_cut_1": -5.0, + "band_cut_2": 3.0, + "lower_bound": -5.0, + "upper_bound": 3.0, + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_ff29d91f598ac663", + "problem_id": "v2p_n6_24719ae5ab3bfbd9", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X11.", + "bindings": { + "measure_col": "X11", + "band_col": "X11", + "band_cut_1": -5.0, + "band_cut_2": 3.0, + "lower_bound": -5.0, + "upper_bound": 3.0, + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_61a4f47df2bd81fb", + "problem_id": "v2p_n6_f74263c45c99dbff", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X12.", + "bindings": { + "measure_col": "X12", + "band_col": "X12", + "band_cut_1": -7.0, + "band_cut_2": 3.0, + "lower_bound": -7.0, + "upper_bound": 3.0, + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_ce42740c1a239a50", + "problem_id": "v2p_n6_a9e717cfb1ed1811", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X1.", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_0dbd89e492058dae", + "problem_id": "v2p_n6_ef43f855aa4ecae2", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X1.", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_cd0cba3cd768ba97", + "problem_id": "v2p_n6_a75e574e4afb1705", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2.", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_315998ce186533ef", + "problem_id": "v2p_n6_82dda1d51c271b48", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X2.", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_0fa7eb7a4c556c4a", + "problem_id": "v2p_n6_f1f62620c0246cfd", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X3.", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_3759def69450c200", + "problem_id": "v2p_n6_6e02c0f802db5fa5", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X3.", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_92f3ace00098b871", + "problem_id": "v2p_n6_5f6eb53bae3d41f3", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X4.", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_aef76b1fbeb4e6c0", + "problem_id": "v2p_n6_6d5cd4be2cb92f69", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X4.", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_f7ee297425de44b5", + "problem_id": "v2p_n6_fe8fbb2feb6b44cd", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_19423e17aea2795b", + "problem_id": "v2p_n6_a8cb3a128bd0b918", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_e773fb593c0427cb", + "problem_id": "v2p_n6_e042ecaf1b210dae", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_1a7c73d2ce5c987a", + "problem_id": "v2p_n6_15a1dabeb82b076c", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_d8dff0219ad37ae8", + "problem_id": "v2p_n6_1c31a6bf656ea17a", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X7.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_98fec73ab3e859e7", + "problem_id": "v2p_n6_48cf65c2888ab57a", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_f35412a82c8f3202", + "problem_id": "v2p_n6_7f7a2181bbe1b2c7", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8.", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_bc0295444b81db5c", + "problem_id": "v2p_n6_aacbb6f08fc14ea6", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X8.", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_b392385b2daf1b82", + "problem_id": "v2p_n6_1496a4f8a6c73cc2", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=104" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_fd77e50b4a3d06b2", + "problem_id": "v2p_n6_be3c646dd54ea28b", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=104" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_76dd6cbf926ac13c", + "problem_id": "v2p_n6_26e07141fc9e8f32", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X13.", + "bindings": { + "measure_col": "X13", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_0a3cba3e4489dbc7", + "problem_id": "v2p_n6_630201cd641bafec", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X14.", + "bindings": { + "measure_col": "X14", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_620d223b90735cee", + "problem_id": "v2p_n6_d5d3db222db99b2f", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X15.", + "bindings": { + "measure_col": "X15", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_7850be10d764a808", + "problem_id": "v2p_n6_6a1966558179a2dd", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X16.", + "bindings": { + "measure_col": "X16", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_c0733a506cc8483a", + "problem_id": "v2p_n6_5f96c5ba29c30aad", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X1.", + "bindings": { + "measure_col": "X1", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_4e96ffdf4643d7ef", + "problem_id": "v2p_n6_4076fb03ad89d1f4", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X2.", + "bindings": { + "measure_col": "X2", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_000613133e40d595", + "problem_id": "v2p_n6_41d15416613aae1a", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X3.", + "bindings": { + "measure_col": "X3", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_794c56f03c3b483a", + "problem_id": "v2p_n6_0ed3d1899d99376c", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X4.", + "bindings": { + "measure_col": "X4", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=115" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_c2c16084a5698ff5", + "problem_id": "v2p_n6_27543c272bd0a140", + "dataset_id": "n6", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X9.", + "bindings": { + "measure_col": "X9", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_5d010ab96afe7095", + "problem_id": "v2p_n6_616fd4947eb6e267", + "dataset_id": "n6", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X10.", + "bindings": { + "measure_col": "X10", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_2d14f3865e02bbbb", + "problem_id": "v2p_n6_9403b3b1626d9150", + "dataset_id": "n6", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X11.", + "bindings": { + "measure_col": "X11", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_befc0e9138ac4033", + "problem_id": "v2p_n6_747907077deecbf0", + "dataset_id": "n6", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X12.", + "bindings": { + "measure_col": "X12", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_cb48ec645ea8a482", + "problem_id": "v2p_n6_ba7cb4c276ec22e7", + "dataset_id": "n6", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X13.", + "bindings": { + "measure_col": "X13", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_fba4ac1535782700", + "problem_id": "v2p_n6_b5375c792901de10", + "dataset_id": "n6", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X14.", + "bindings": { + "measure_col": "X14", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_453c9964d93f2632", + "problem_id": "v2p_n6_db8f4c6bf6cbb8aa", + "dataset_id": "n6", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X15.", + "bindings": { + "measure_col": "X15", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_ad820fd16cc7f15d", + "problem_id": "v2p_n6_ea58d15c0ef33cfa", + "dataset_id": "n6", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X16.", + "bindings": { + "measure_col": "X16", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=127" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_485751da6196c8fe", + "problem_id": "v2p_n6_69974604f5c61123", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_037be27a63d1587d", + "problem_id": "v2p_n6_fd165ea7afe40e2f", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_04721d18ee303b3b", + "problem_id": "v2p_n6_f44d54bbb4c7a63f", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=133" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_ecc05f7226e37bd5", + "problem_id": "v2p_n6_b6e695b6bbbe6a8f", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=133" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_e49b6aaf9b8ea436", + "problem_id": "v2p_n6_f0f0f8b0c491ba03", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X7.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_ef64b62b6d8627e9", + "problem_id": "v2p_n6_87a3ee8ab27d344c", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X7.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_d17efc99e471dd15", + "problem_id": "v2p_n6_5a5028040d10eed3", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X8.", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=135" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_50d618b3e6f556f9", + "problem_id": "v2p_n6_e440d77a79d62c1f", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X8.", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=135" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_3d04474f1a121820", + "problem_id": "v2p_n6_37f0e85b410e5fc5", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_70b13b1a72c0e459", + "problem_id": "v2p_n6_84d5f594114a645b", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_4911127137d7117a", + "problem_id": "v2p_n6_1a4e119ed2cae651", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=137" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_6daf81999aeabd1f", + "problem_id": "v2p_n6_60b98eaa7444bdc0", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=137" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_1987b391b6afd895", + "problem_id": "v2p_n6_c8ffb3caac39e6be", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X11.", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=138" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_a29b2f28f1dfd2cd", + "problem_id": "v2p_n6_ee0f049664e02d38", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11.", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=138" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_d83aa4a8263e329e", + "problem_id": "v2p_n6_ce740d9d64905f34", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12.", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=139" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_4fcd69c9874b271f", + "problem_id": "v2p_n6_9c121c8c2d301cb1", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X12.", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=139" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + { + "query_record_id": "v2q_n6_b7d6fe042a6126e6", + "problem_id": "v2p_n6_3373bfcad22f2918", + "dataset_id": "n6", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=y.", + "bindings": { + "group_col": "y" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_271e24df34be7b8a", + "problem_id": "v2p_n6_b187c62c57ad8b15", + "dataset_id": "n6", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_e0c8cef8877a3ddc", + "problem_id": "v2p_n6_26a4de14c6f1e802", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X1.", + "bindings": { + "key_col": "X1", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_721361de598cb53b", + "problem_id": "v2p_n6_2e53a679658496fd", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X1.", + "bindings": { + "key_col": "X1", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_007bbcb8c76d1056", + "problem_id": "v2p_n6_47f6b7f95ce28eef", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X1.", + "bindings": { + "key_col": "X1", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_1473821ddebec946", + "problem_id": "v2p_n6_a6f26fdf44729d00", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X2.", + "bindings": { + "key_col": "X2", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_c914e7984eb902a0", + "problem_id": "v2p_n6_767c5c45fc63815e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X2.", + "bindings": { + "key_col": "X2", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_f64bc9c280a82703", + "problem_id": "v2p_n6_b4b4c5412e701446", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X2.", + "bindings": { + "key_col": "X2", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_852a9e5176eafadc", + "problem_id": "v2p_n6_647929305b0bd2e2", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X3.", + "bindings": { + "key_col": "X3", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_58bde969ed23f314", + "problem_id": "v2p_n6_852e9a386246e10b", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X3.", + "bindings": { + "key_col": "X3", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_7f1d3aa0d211a2dd", + "problem_id": "v2p_n6_7251e96541608e1c", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X3.", + "bindings": { + "key_col": "X3", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_050141b67d59de2c", + "problem_id": "v2p_n6_c3dcecbd7fc9aa1e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X4.", + "bindings": { + "key_col": "X4", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_9f4fbcaf5aaaf871", + "problem_id": "v2p_n6_4cd6c3013e8cfc4e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X4.", + "bindings": { + "key_col": "X4", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_6eb2295f059c7813", + "problem_id": "v2p_n6_1401d8fa389c95dd", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X4.", + "bindings": { + "key_col": "X4", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_e1117067f3597fae", + "problem_id": "v2p_n6_31ec130533581b5c", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X5.", + "bindings": { + "key_col": "X5", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=13", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 13, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_59a0e55030bc970c", + "problem_id": "v2p_n6_9cc938770c87d263", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X5.", + "bindings": { + "key_col": "X5", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=14", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 14, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_7a3926cdf2d7ab4b", + "problem_id": "v2p_n6_3f2822dffce68c87", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X5.", + "bindings": { + "key_col": "X5", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=15", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 15, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_5a9e1e8f5895319a", + "problem_id": "v2p_n6_de5e02383df6393e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X5.", + "bindings": { + "key_col": "X5", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=16", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 16, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_96cead97a9ce444d", + "problem_id": "v2p_n6_0ad4e9082efa1263", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X6.", + "bindings": { + "key_col": "X6", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=17", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 17, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_24ca10128af73938", + "problem_id": "v2p_n6_7277d35378bc0da8", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X6.", + "bindings": { + "key_col": "X6", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=18", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 18, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_26d4aaf802cf4cb5", + "problem_id": "v2p_n6_1c0767e50d8d1d75", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X6.", + "bindings": { + "key_col": "X6", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=19", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 19, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_a4013449e96a17e0", + "problem_id": "v2p_n6_676756dcc63ade9c", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X6.", + "bindings": { + "key_col": "X6", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=20", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 20, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_80f294d6d4b98030", + "problem_id": "v2p_n6_92d8244485286887", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X7.", + "bindings": { + "key_col": "X7", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=21", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 21, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_cacf677a22d28fb4", + "problem_id": "v2p_n6_a3442da4e6f4eaed", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X7.", + "bindings": { + "key_col": "X7", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=22", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 22, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_52ac079656856c42", + "problem_id": "v2p_n6_31405abba8d86ad5", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X7.", + "bindings": { + "key_col": "X7", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=23", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 23, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_997fbb4306e3db27", + "problem_id": "v2p_n6_85f4ef81e7b7fcce", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X7.", + "bindings": { + "key_col": "X7", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=24", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 24, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_8adc8a01cc3cfac6", + "problem_id": "v2p_n6_e518e54523bdf921", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X8.", + "bindings": { + "key_col": "X8", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=25", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 25, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_84a53881fb1f2964", + "problem_id": "v2p_n6_59871fd5ed935d2d", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X8.", + "bindings": { + "key_col": "X8", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=26", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 26, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_15584bad78762b05", + "problem_id": "v2p_n6_80208cbe85a4f055", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X8.", + "bindings": { + "key_col": "X8", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=27", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 27, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_727cdefc8290b803", + "problem_id": "v2p_n6_02f0f63b905da90a", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X8.", + "bindings": { + "key_col": "X8", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=28", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 28, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_f864f0197a82ffcf", + "problem_id": "v2p_n6_444db45536572158", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X9.", + "bindings": { + "key_col": "X9", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=29", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 29, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_55ad85dfd0f23d1f", + "problem_id": "v2p_n6_652a944ca3dae93e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X9.", + "bindings": { + "key_col": "X9", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=30", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 30, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_8dbd215be76acab5", + "problem_id": "v2p_n6_b2f5d3b7e0bf8555", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X9.", + "bindings": { + "key_col": "X9", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=31", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 31, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_e92fc45197446b4e", + "problem_id": "v2p_n6_ac298fb07a22dd20", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X9.", + "bindings": { + "key_col": "X9", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=32", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 32, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_4d6230893aae8890", + "problem_id": "v2p_n6_c8e36e958092a727", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X10.", + "bindings": { + "key_col": "X10", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=33", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 33, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_e2ed5483b4747980", + "problem_id": "v2p_n6_0944a2aaa9360509", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X10.", + "bindings": { + "key_col": "X10", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=34", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 34, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_29bac650379eecf6", + "problem_id": "v2p_n6_d9c84a11a4c822e5", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X10.", + "bindings": { + "key_col": "X10", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=35", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 35, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_685a86ac9f95500e", + "problem_id": "v2p_n6_b7b94b4a6a5e138d", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X10.", + "bindings": { + "key_col": "X10", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=36", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 36, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_6d5200b4602a804c", + "problem_id": "v2p_n6_7149b8186d18defa", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X11.", + "bindings": { + "key_col": "X11", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=37", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 37, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_8fe1063d731b281c", + "problem_id": "v2p_n6_7e15f743670473b3", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X11.", + "bindings": { + "key_col": "X11", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=38", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 38, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_b6ea15a50862ed7d", + "problem_id": "v2p_n6_d9b403dbc83b04e5", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X11.", + "bindings": { + "key_col": "X11", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=39", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 39, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_1dd18dac4cfc112d", + "problem_id": "v2p_n6_29225d9f0879dd9f", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X11.", + "bindings": { + "key_col": "X11", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=40", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 40, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_34f8d22bb09ec319", + "problem_id": "v2p_n6_53480ceb60c268a2", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X12.", + "bindings": { + "key_col": "X12", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=41", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 41, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_8b4c60115b137e1d", + "problem_id": "v2p_n6_87c0d19edefe8542", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X12.", + "bindings": { + "key_col": "X12", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=42", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 42, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_3d2fdf9e0062bf51", + "problem_id": "v2p_n6_7f114539ab0f1670", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X12.", + "bindings": { + "key_col": "X12", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=43", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 43, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_63195887f4c62440", + "problem_id": "v2p_n6_69fba90239fc7fea", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X12.", + "bindings": { + "key_col": "X12", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=44", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 44, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_6ebc3dad2f8e8a38", + "problem_id": "v2p_n6_6a2a354de93466b3", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X13.", + "bindings": { + "key_col": "X13", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=45", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 45, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_7d1cdd22a03c86bf", + "problem_id": "v2p_n6_56ea65538b8bd243", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X13.", + "bindings": { + "key_col": "X13", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=46", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 46, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_a92a7bd3ebcb05c3", + "problem_id": "v2p_n6_5275e62eb8c7807e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X13.", + "bindings": { + "key_col": "X13", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=47", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 47, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_e046d6dc3c171134", + "problem_id": "v2p_n6_12556ce3d0e0337f", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X13.", + "bindings": { + "key_col": "X13", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=48", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 48, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_928c272025a241b7", + "problem_id": "v2p_n6_79eea3158e8b64f9", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X14.", + "bindings": { + "key_col": "X14", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=49", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 49, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_676818b2dfdbed0a", + "problem_id": "v2p_n6_2049c70ccd9e04e6", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X14.", + "bindings": { + "key_col": "X14", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=50", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 50, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_abaef65b9fc2bfc7", + "problem_id": "v2p_n6_c0342244b1c2c642", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X14.", + "bindings": { + "key_col": "X14", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=51", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 51, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_f458945787e23c05", + "problem_id": "v2p_n6_34b4b98f99a6645d", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X14.", + "bindings": { + "key_col": "X14", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=52", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 52, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_37ee741481111da9", + "problem_id": "v2p_n6_ac58bada9ceb5eb5", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X15.", + "bindings": { + "key_col": "X15", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=53", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 53, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_1c78b9a6a3cbd4f9", + "problem_id": "v2p_n6_96f9cd43a8d77a43", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X15.", + "bindings": { + "key_col": "X15", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=54", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 54, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_f714560c0bbd2a05", + "problem_id": "v2p_n6_9b0e77b7a62db869", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X15.", + "bindings": { + "key_col": "X15", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=55", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 55, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_0b69b6322a3db1c6", + "problem_id": "v2p_n6_d44f122ef0069d1a", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X15.", + "bindings": { + "key_col": "X15", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=56", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 56, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_c3d6d06fd35ceac4", + "problem_id": "v2p_n6_5392ebf5a7dd66ff", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X16.", + "bindings": { + "key_col": "X16", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=57", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 57, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_13357768b729835a", + "problem_id": "v2p_n6_fe336a0f52dbdb6e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X16.", + "bindings": { + "key_col": "X16", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=58", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 58, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_512361a99b0eaedb", + "problem_id": "v2p_n6_2b3af6beea9d22a5", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X16.", + "bindings": { + "key_col": "X16", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=59", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 59, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + { + "query_record_id": "v2q_n6_a16aff7f85a30d60", + "problem_id": "v2p_n6_11b81d6ed1ad74b5", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X16.", + "bindings": { + "key_col": "X16", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=60", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 60, + "sql_variant_index": 1, + "sql_variant_total": 1 + } + ], + "deficits": [ + { + "dataset_id": "n6", + "canonical_subitem_id": "dependency_strength_similarity", + "reason": "planned_agent_sql_below_minimum", + "planned_agent_sql_count": 0, + "required_agent_sql_count": 5 + } + ] +}