-- Telemetry SaaS SQL Lab -- Dataset version: 2026-07-29 -- Deterministic synthetic data for learning, testing, and evaluation. -- Run with: duckdb telemetry-saas.duckdb < telemetry-saas.sql DROP TABLE IF EXISTS "accounts"; CREATE TABLE "accounts" ( "account_id" VARCHAR, "plan" VARCHAR, "region" VARCHAR, "signup_at" TIMESTAMP, "monthly_revenue_usd" DOUBLE ); INSERT INTO "accounts" ("account_id", "plan", "region", "signup_at", "monthly_revenue_usd") VALUES ('acct_acme', 'growth', 'north_america', '2026-07-01T09:00:00Z', 2400), ('acct_beacon', 'business', 'europe', '2026-07-02T10:30:00Z', 1200), ('acct_cinder', 'starter', 'north_america', '2026-07-03T13:15:00Z', 299), ('acct_delta', 'growth', 'asia_pacific', '2026-07-04T08:45:00Z', 1800), ('acct_ember', 'starter', 'europe', '2026-07-05T16:20:00Z', 199), ('acct_fjord', 'free', 'north_america', '2026-07-06T11:10:00Z', 0); DROP TABLE IF EXISTS "product_events"; CREATE TABLE "product_events" ( "timestamp_utc" TIMESTAMP, "event_id" VARCHAR, "account_id" VARCHAR, "user_id" VARCHAR, "session_id" VARCHAR, "event_name" VARCHAR, "feature" VARCHAR, "status" VARCHAR, "release" VARCHAR ); INSERT INTO "product_events" ("timestamp_utc", "event_id", "account_id", "user_id", "session_id", "event_name", "feature", "status", "release") VALUES ('2026-07-01T09:00:00Z', 'evt_001', 'acct_acme', 'user_acme', 'session_acme_1', 'account_signed_up', 'onboarding', 'success', '2026.07.1'), ('2026-07-01T09:22:00Z', 'evt_002', 'acct_acme', 'user_acme', 'session_acme_1', 'integration_connected', 'integration', 'success', '2026.07.1'), ('2026-07-02T14:10:00Z', 'evt_003', 'acct_acme', 'user_acme', 'session_acme_2', 'first_query_completed', 'sql', 'success', '2026.07.1'), ('2026-07-03T15:40:00Z', 'evt_004', 'acct_acme', 'user_acme', 'session_acme_3', 'dashboard_created', 'dashboards', 'success', '2026.07.1'), ('2026-07-09T12:05:00Z', 'evt_005', 'acct_acme', 'user_acme', 'session_acme_4', 'feature_used', 'alerts', 'success', '2026.07.2'), ('2026-07-02T10:30:00Z', 'evt_006', 'acct_beacon', 'user_beacon', 'session_beacon_1', 'account_signed_up', 'onboarding', 'success', '2026.07.1'), ('2026-07-02T11:05:00Z', 'evt_007', 'acct_beacon', 'user_beacon', 'session_beacon_1', 'integration_connected', 'integration', 'success', '2026.07.1'), ('2026-07-02T11:45:00Z', 'evt_008', 'acct_beacon', 'user_beacon', 'session_beacon_1', 'first_query_completed', 'sql', 'success', '2026.07.1'), ('2026-07-08T09:20:00Z', 'evt_009', 'acct_beacon', 'user_beacon', 'session_beacon_2', 'dashboard_created', 'dashboards', 'success', '2026.07.2'), ('2026-07-03T13:15:00Z', 'evt_010', 'acct_cinder', 'user_cinder', 'session_cinder_1', 'account_signed_up', 'onboarding', 'success', '2026.07.1'), ('2026-07-03T13:35:00Z', 'evt_011', 'acct_cinder', 'user_cinder', 'session_cinder_1', 'integration_connected', 'integration', 'error', '2026.07.1'), ('2026-07-05T10:10:00Z', 'evt_012', 'acct_cinder', 'user_cinder', 'session_cinder_2', 'integration_connected', 'integration', 'success', '2026.07.2'), ('2026-07-05T10:42:00Z', 'evt_013', 'acct_cinder', 'user_cinder', 'session_cinder_2', 'first_query_completed', 'sql', 'success', '2026.07.2'), ('2026-07-04T08:45:00Z', 'evt_014', 'acct_delta', 'user_delta', 'session_delta_1', 'account_signed_up', 'onboarding', 'success', '2026.07.1'), ('2026-07-04T09:08:00Z', 'evt_015', 'acct_delta', 'user_delta', 'session_delta_1', 'integration_connected', 'integration', 'success', '2026.07.1'), ('2026-07-04T09:35:00Z', 'evt_016', 'acct_delta', 'user_delta', 'session_delta_1', 'first_query_completed', 'sql', 'success', '2026.07.1'), ('2026-07-04T10:05:00Z', 'evt_017', 'acct_delta', 'user_delta', 'session_delta_1', 'dashboard_created', 'dashboards', 'success', '2026.07.1'), ('2026-07-12T14:25:00Z', 'evt_018', 'acct_delta', 'user_delta', 'session_delta_2', 'feature_used', 'ai_query', 'success', '2026.07.2'), ('2026-07-05T16:20:00Z', 'evt_019', 'acct_ember', 'user_ember', 'session_ember_1', 'account_signed_up', 'onboarding', 'success', '2026.07.2'), ('2026-07-06T11:10:00Z', 'evt_020', 'acct_fjord', 'user_fjord', 'session_fjord_1', 'account_signed_up', 'onboarding', 'success', '2026.07.2'), ('2026-07-06T11:50:00Z', 'evt_021', 'acct_fjord', 'user_fjord', 'session_fjord_1', 'integration_connected', 'integration', 'success', '2026.07.2'); DROP TABLE IF EXISTS "api_requests"; CREATE TABLE "api_requests" ( "timestamp_utc" TIMESTAMP, "request_id" VARCHAR, "account_id" VARCHAR, "route_template" VARCHAR, "status_code" BIGINT, "latency_ms" DOUBLE, "release" VARCHAR ); INSERT INTO "api_requests" ("timestamp_utc", "request_id", "account_id", "route_template", "status_code", "latency_ms", "release") VALUES ('2026-07-14T08:00:00Z', 'req_001', 'acct_acme', '/api/reports/export', 200, 820, '2026.07.2'), ('2026-07-14T08:05:00Z', 'req_002', 'acct_acme', '/api/reports/export', 503, 2200, '2026.07.2'), ('2026-07-14T08:12:00Z', 'req_003', 'acct_acme', '/api/query', 500, 1450, '2026.07.2'), ('2026-07-14T08:18:00Z', 'req_004', 'acct_beacon', '/api/query', 502, 1780, '2026.07.2'), ('2026-07-14T08:22:00Z', 'req_005', 'acct_beacon', '/api/query', 200, 340, '2026.07.2'), ('2026-07-14T08:28:00Z', 'req_006', 'acct_cinder', '/api/query', 200, 280, '2026.07.2'), ('2026-07-14T08:32:00Z', 'req_007', 'acct_delta', '/api/query', 500, 1620, '2026.07.2'), ('2026-07-14T08:38:00Z', 'req_008', 'acct_delta', '/api/dashboards', 503, 1960, '2026.07.2'), ('2026-07-14T08:44:00Z', 'req_009', 'acct_ember', '/api/integrations', 500, 1100, '2026.07.2'), ('2026-07-14T08:51:00Z', 'req_010', 'acct_fjord', '/api/integrations', 200, 190, '2026.07.2'); DROP TABLE IF EXISTS "llm_requests"; CREATE TABLE "llm_requests" ( "timestamp_utc" TIMESTAMP, "request_id" VARCHAR, "account_id" VARCHAR, "feature" VARCHAR, "provider" VARCHAR, "model" VARCHAR, "input_tokens" BIGINT, "output_tokens" BIGINT, "estimated_cost_usd" DOUBLE, "status" VARCHAR, "retry_count" BIGINT, "accepted" BOOLEAN ); INSERT INTO "llm_requests" ("timestamp_utc", "request_id", "account_id", "feature", "provider", "model", "input_tokens", "output_tokens", "estimated_cost_usd", "status", "retry_count", "accepted") VALUES ('2026-07-15T09:00:00Z', 'llm_001', 'acct_acme', 'draft_reply', 'provider_a', 'model_fast', 2100, 480, 0.02, 'success', 0, TRUE), ('2026-07-15T09:12:00Z', 'llm_002', 'acct_acme', 'draft_reply', 'provider_a', 'model_fast', 1950, 420, 0.018, 'success', 1, TRUE), ('2026-07-15T09:30:00Z', 'llm_003', 'acct_acme', 'summarize', 'provider_b', 'model_balanced', 1300, 260, 0.012, 'success', 0, FALSE), ('2026-07-15T10:00:00Z', 'llm_004', 'acct_beacon', 'draft_reply', 'provider_a', 'model_fast', 1100, 250, 0.01, 'success', 0, TRUE), ('2026-07-15T10:18:00Z', 'llm_005', 'acct_beacon', 'summarize', 'provider_b', 'model_balanced', 1200, 300, 0.011, 'success', 0, FALSE), ('2026-07-15T11:00:00Z', 'llm_006', 'acct_cinder', 'draft_reply', 'provider_a', 'model_fast', 650, 90, 0.005, 'success', 0, FALSE), ('2026-07-15T12:00:00Z', 'llm_007', 'acct_delta', 'agent_research', 'provider_b', 'model_balanced', 2600, 610, 0.025, 'success', 0, TRUE), ('2026-07-15T12:22:00Z', 'llm_008', 'acct_delta', 'agent_research', 'provider_b', 'model_balanced', 2500, 590, 0.024, 'success', 0, TRUE), ('2026-07-15T12:50:00Z', 'llm_009', 'acct_delta', 'agent_research', 'provider_c', 'model_reasoning', 3100, 720, 0.03, 'success', 0, TRUE), ('2026-07-15T13:30:00Z', 'llm_010', 'acct_ember', 'draft_reply', 'provider_a', 'model_fast', 720, 120, 0.006, 'success', 0, FALSE), ('2026-07-15T14:00:00Z', 'llm_011', 'acct_fjord', 'summarize', 'provider_a', 'model_fast', 500, 80, 0.004, 'success', 0, TRUE); DROP TABLE IF EXISTS "job_runs"; CREATE TABLE "job_runs" ( "timestamp_utc" TIMESTAMP, "job_id" VARCHAR, "account_id" VARCHAR, "job_name" VARCHAR, "status" VARCHAR, "attempt" BIGINT, "queue_wait_ms" DOUBLE, "duration_ms" DOUBLE, "error_type" VARCHAR ); INSERT INTO "job_runs" ("timestamp_utc", "job_id", "account_id", "job_name", "status", "attempt", "queue_wait_ms", "duration_ms", "error_type") VALUES ('2026-07-16T08:00:00Z', 'job_001', 'acct_acme', 'report_export', 'failed', 1, 4200, 12000, 'upstream_timeout'), ('2026-07-16T08:08:00Z', 'job_001', 'acct_acme', 'report_export', 'completed', 2, 1800, 9100, NULL), ('2026-07-16T08:12:00Z', 'job_002', 'acct_beacon', 'billing_sync', 'completed', 1, 600, 2400, NULL), ('2026-07-16T08:20:00Z', 'job_003', 'acct_cinder', 'integration_backfill', 'failed', 1, 9800, 15000, 'provider_unavailable'), ('2026-07-16T08:24:00Z', 'job_004', 'acct_delta', 'report_export', 'completed', 1, 720, 6800, NULL), ('2026-07-16T08:30:00Z', 'job_005', 'acct_ember', 'integration_backfill', 'failed', 1, 11300, 13200, 'provider_unavailable'), ('2026-07-16T08:35:00Z', 'job_006', 'acct_fjord', 'billing_sync', 'completed', 1, 450, 1700, NULL); DROP TABLE IF EXISTS "billing_events"; CREATE TABLE "billing_events" ( "timestamp_utc" TIMESTAMP, "event_id" VARCHAR, "account_id" VARCHAR, "event_name" VARCHAR, "amount_usd" DOUBLE, "status" VARCHAR ); INSERT INTO "billing_events" ("timestamp_utc", "event_id", "account_id", "event_name", "amount_usd", "status") VALUES ('2026-07-18T09:00:00Z', 'bill_001', 'acct_acme', 'invoice_paid', 2400, 'success'), ('2026-07-18T09:10:00Z', 'bill_002', 'acct_beacon', 'invoice_paid', 1200, 'success'), ('2026-07-18T09:20:00Z', 'bill_003', 'acct_cinder', 'payment_failed', 299, 'error'), ('2026-07-18T09:30:00Z', 'bill_004', 'acct_delta', 'invoice_paid', 1800, 'success'), ('2026-07-18T09:40:00Z', 'bill_005', 'acct_ember', 'payment_failed', 199, 'error'); DROP TABLE IF EXISTS "users"; CREATE TABLE "users" ( "user_id" VARCHAR, "account_id" VARCHAR, "role" VARCHAR, "created_at" TIMESTAMP, "is_admin" BOOLEAN ); INSERT INTO "users" ("user_id", "account_id", "role", "created_at", "is_admin") VALUES ('user_acme_1', 'acct_acme', 'admin', '2026-07-01T08:00:00.000Z', TRUE), ('user_acme_2', 'acct_acme', 'developer', '2026-07-01T09:00:00.000Z', FALSE), ('user_acme_3', 'acct_acme', 'analyst', '2026-07-01T10:00:00.000Z', FALSE), ('user_acme_4', 'acct_acme', 'viewer', '2026-07-01T11:00:00.000Z', FALSE), ('user_beacon_1', 'acct_beacon', 'admin', '2026-07-02T08:00:00.000Z', TRUE), ('user_beacon_2', 'acct_beacon', 'developer', '2026-07-02T09:00:00.000Z', FALSE), ('user_beacon_3', 'acct_beacon', 'analyst', '2026-07-02T10:00:00.000Z', FALSE), ('user_beacon_4', 'acct_beacon', 'viewer', '2026-07-02T11:00:00.000Z', FALSE), ('user_cinder_1', 'acct_cinder', 'admin', '2026-07-03T08:00:00.000Z', TRUE), ('user_cinder_2', 'acct_cinder', 'developer', '2026-07-03T09:00:00.000Z', FALSE), ('user_cinder_3', 'acct_cinder', 'analyst', '2026-07-03T10:00:00.000Z', FALSE), ('user_cinder_4', 'acct_cinder', 'viewer', '2026-07-03T11:00:00.000Z', FALSE), ('user_delta_1', 'acct_delta', 'admin', '2026-07-04T08:00:00.000Z', TRUE), ('user_delta_2', 'acct_delta', 'developer', '2026-07-04T09:00:00.000Z', FALSE), ('user_delta_3', 'acct_delta', 'analyst', '2026-07-04T10:00:00.000Z', FALSE), ('user_delta_4', 'acct_delta', 'viewer', '2026-07-04T11:00:00.000Z', FALSE), ('user_ember_1', 'acct_ember', 'admin', '2026-07-05T08:00:00.000Z', TRUE), ('user_ember_2', 'acct_ember', 'developer', '2026-07-05T09:00:00.000Z', FALSE), ('user_ember_3', 'acct_ember', 'analyst', '2026-07-05T10:00:00.000Z', FALSE), ('user_ember_4', 'acct_ember', 'viewer', '2026-07-05T11:00:00.000Z', FALSE), ('user_fjord_1', 'acct_fjord', 'admin', '2026-07-06T08:00:00.000Z', TRUE), ('user_fjord_2', 'acct_fjord', 'developer', '2026-07-06T09:00:00.000Z', FALSE), ('user_fjord_3', 'acct_fjord', 'analyst', '2026-07-06T10:00:00.000Z', FALSE), ('user_fjord_4', 'acct_fjord', 'viewer', '2026-07-06T11:00:00.000Z', FALSE); DROP TABLE IF EXISTS "releases"; CREATE TABLE "releases" ( "release" VARCHAR, "service" VARCHAR, "deployed_at" TIMESTAMP, "owner_team" VARCHAR, "change_type" VARCHAR ); INSERT INTO "releases" ("release", "service", "deployed_at", "owner_team", "change_type") VALUES ('2026.06.4', 'api', '2026-06-29T09:00:00.000Z', 'core_platform', 'maintenance'), ('2026.06.4', 'checkout', '2026-06-29T10:00:00.000Z', 'revenue_platform', 'maintenance'), ('2026.06.4', 'ingestion', '2026-06-29T11:00:00.000Z', 'core_platform', 'maintenance'), ('2026.06.4', 'worker', '2026-06-29T12:00:00.000Z', 'async_systems', 'maintenance'), ('2026.07.1', 'api', '2026-07-09T09:00:00.000Z', 'core_platform', 'maintenance'), ('2026.07.1', 'checkout', '2026-07-09T10:00:00.000Z', 'revenue_platform', 'maintenance'), ('2026.07.1', 'ingestion', '2026-07-09T11:00:00.000Z', 'core_platform', 'maintenance'), ('2026.07.1', 'worker', '2026-07-09T12:00:00.000Z', 'async_systems', 'maintenance'), ('2026.07.2', 'api', '2026-07-19T09:00:00.000Z', 'core_platform', 'feature'), ('2026.07.2', 'checkout', '2026-07-19T10:00:00.000Z', 'revenue_platform', 'feature'), ('2026.07.2', 'ingestion', '2026-07-19T11:00:00.000Z', 'core_platform', 'feature'), ('2026.07.2', 'worker', '2026-07-19T12:00:00.000Z', 'async_systems', 'feature'); DROP TABLE IF EXISTS "incidents"; CREATE TABLE "incidents" ( "incident_id" VARCHAR, "service" VARCHAR, "started_at" TIMESTAMP, "resolved_at" TIMESTAMP, "severity" VARCHAR, "root_cause_category" VARCHAR ); INSERT INTO "incidents" ("incident_id", "service", "started_at", "resolved_at", "severity", "root_cause_category") VALUES ('inc_checkout_latency', 'checkout', '2026-07-15T00:00:00.000Z', '2026-07-17T23:59:59.000Z', 'sev_2', 'upstream_capacity'), ('inc_worker_retries', 'worker', '2026-07-22T00:00:00.000Z', '2026-07-22T23:59:59.000Z', 'sev_2', 'retry_policy'); DROP TABLE IF EXISTS "service_events"; CREATE TABLE "service_events" ( "timestamp_utc" TIMESTAMP, "event_id" VARCHAR, "account_id" VARCHAR, "service" VARCHAR, "event_name" VARCHAR, "status" VARCHAR, "latency_ms" BIGINT, "release" VARCHAR, "incident_id" VARCHAR, "region" VARCHAR, "error_type" VARCHAR ); INSERT INTO "service_events" ("timestamp_utc", "event_id", "account_id", "service", "event_name", "status", "latency_ms", "release", "incident_id", "region", "error_type") VALUES ('2026-06-29T00:00:00.000Z', 'svc_00_00_00', 'acct_acme', 'api', 'request_completed', 'error', 80, '2026.06.4', NULL, 'north_america', 'validation_error'), ('2026-06-29T00:24:00.000Z', 'svc_00_00_01', 'acct_acme', 'checkout', 'request_completed', 'success', 227, '2026.06.4', NULL, 'north_america', NULL), ('2026-06-29T00:48:00.000Z', 'svc_00_00_02', 'acct_acme', 'ingestion', 'request_completed', 'success', 189, '2026.06.4', NULL, 'north_america', NULL), ('2026-06-29T01:12:00.000Z', 'svc_00_00_03', 'acct_acme', 'worker', 'job_completed', 'success', 371, '2026.06.4', NULL, 'north_america', NULL), ('2026-06-29T01:36:00.000Z', 'svc_00_00_04', 'acct_acme', 'api', 'request_completed', 'success', 228, '2026.06.4', NULL, 'north_america', NULL), ('2026-06-29T02:00:00.000Z', 'svc_00_00_05', 'acct_acme', 'checkout', 'request_completed', 'success', 375, '2026.06.4', NULL, 'north_america', NULL), ('2026-06-29T02:24:00.000Z', 'svc_00_00_06', 'acct_acme', 'ingestion', 'request_completed', 'success', 337, '2026.06.4', NULL, 'north_america', NULL), ('2026-06-29T02:48:00.000Z', 'svc_00_00_07', 'acct_acme', 'worker', 'job_completed', 'success', 279, '2026.06.4', NULL, 'north_america', NULL), ('2026-06-29T03:12:00.000Z', 'svc_00_00_08', 'acct_acme', 'api', 'request_completed', 'success', 136, '2026.06.4', NULL, 'north_america', NULL), ('2026-06-29T03:36:00.000Z', 'svc_00_00_09', 'acct_acme', 'checkout', 'request_completed', 'success', 283, '2026.06.4', NULL, 'north_america', NULL), ('2026-06-29T04:00:00.000Z', 'svc_00_00_10', 'acct_acme', 'ingestion', 'request_completed', 'success', 245, '2026.06.4', NULL, 'north_america', NULL), ('2026-06-29T04:24:00.000Z', 'svc_00_00_11', 'acct_acme', 'worker', 'job_completed', 'success', 427, '2026.06.4', NULL, 'north_america', NULL), ('2026-06-29T04:48:00.000Z', 'svc_00_00_12', 'acct_acme', 'api', 'request_completed', 'success', 284, '2026.06.4', NULL, 'north_america', NULL), ('2026-06-29T05:12:00.000Z', 'svc_00_00_13', 'acct_acme', 'checkout', 'request_completed', 'success', 191, '2026.06.4', NULL, 'north_america', NULL), ('2026-06-29T05:36:00.000Z', 'svc_00_00_14', 'acct_acme', 'ingestion', 'request_completed', 'success', 153, '2026.06.4', NULL, 'north_america', NULL), ('2026-06-29T06:00:00.000Z', 'svc_00_00_15', 'acct_acme', 'worker', 'job_completed', 'success', 335, '2026.06.4', NULL, 'north_america', NULL), ('2026-06-29T06:24:00.000Z', 'svc_00_00_16', 'acct_acme', 'api', 'request_completed', 'success', 192, '2026.06.4', NULL, 'north_america', NULL), ('2026-06-29T06:48:00.000Z', 'svc_00_00_17', 'acct_acme', 'checkout', 'request_completed', 'success', 339, '2026.06.4', NULL, 'north_america', NULL), ('2026-06-29T07:12:00.000Z', 'svc_00_00_18', 'acct_acme', 'ingestion', 'request_completed', 'success', 301, '2026.06.4', NULL, 'north_america', NULL), ('2026-06-29T07:36:00.000Z', 'svc_00_00_19', 'acct_acme', 'worker', 'job_completed', 'success', 483, 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('2026-07-28T02:00:25.000Z', 'svc_29_05_05', 'acct_fjord', 'worker', 'job_completed', 'success', 301, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T02:24:25.000Z', 'svc_29_05_06', 'acct_fjord', 'api', 'request_completed', 'success', 158, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T02:48:25.000Z', 'svc_29_05_07', 'acct_fjord', 'checkout', 'request_completed', 'success', 305, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T03:12:25.000Z', 'svc_29_05_08', 'acct_fjord', 'ingestion', 'request_completed', 'success', 267, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T03:36:25.000Z', 'svc_29_05_09', 'acct_fjord', 'worker', 'job_completed', 'error', 449, '2026.07.2', NULL, 'north_america', 'dependency_error'), ('2026-07-28T04:00:25.000Z', 'svc_29_05_10', 'acct_fjord', 'api', 'request_completed', 'success', 306, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T04:24:25.000Z', 'svc_29_05_11', 'acct_fjord', 'checkout', 'request_completed', 'success', 213, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T04:48:25.000Z', 'svc_29_05_12', 'acct_fjord', 'ingestion', 'request_completed', 'success', 175, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T05:12:25.000Z', 'svc_29_05_13', 'acct_fjord', 'worker', 'job_completed', 'success', 357, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T05:36:25.000Z', 'svc_29_05_14', 'acct_fjord', 'api', 'request_completed', 'success', 214, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T06:00:25.000Z', 'svc_29_05_15', 'acct_fjord', 'checkout', 'request_completed', 'success', 361, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T06:24:25.000Z', 'svc_29_05_16', 'acct_fjord', 'ingestion', 'request_completed', 'success', 323, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T06:48:25.000Z', 'svc_29_05_17', 'acct_fjord', 'worker', 'job_completed', 'success', 265, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T07:12:25.000Z', 'svc_29_05_18', 'acct_fjord', 'api', 'request_completed', 'success', 122, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T07:36:25.000Z', 'svc_29_05_19', 'acct_fjord', 'checkout', 'request_completed', 'success', 269, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T08:00:25.000Z', 'svc_29_05_20', 'acct_fjord', 'ingestion', 'request_completed', 'success', 231, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T08:24:25.000Z', 'svc_29_05_21', 'acct_fjord', 'worker', 'job_completed', 'success', 413, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T08:48:25.000Z', 'svc_29_05_22', 'acct_fjord', 'api', 'request_completed', 'success', 270, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T09:12:25.000Z', 'svc_29_05_23', 'acct_fjord', 'checkout', 'request_completed', 'success', 417, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T09:36:25.000Z', 'svc_29_05_24', 'acct_fjord', 'ingestion', 'request_completed', 'success', 139, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T10:00:25.000Z', 'svc_29_05_25', 'acct_fjord', 'worker', 'job_completed', 'success', 321, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T10:24:25.000Z', 'svc_29_05_26', 'acct_fjord', 'api', 'request_completed', 'success', 178, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T10:48:25.000Z', 'svc_29_05_27', 'acct_fjord', 'checkout', 'request_completed', 'success', 325, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T11:12:25.000Z', 'svc_29_05_28', 'acct_fjord', 'ingestion', 'request_completed', 'success', 287, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T11:36:25.000Z', 'svc_29_05_29', 'acct_fjord', 'worker', 'job_completed', 'success', 469, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T12:00:25.000Z', 'svc_29_05_30', 'acct_fjord', 'api', 'request_completed', 'success', 86, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T12:24:25.000Z', 'svc_29_05_31', 'acct_fjord', 'checkout', 'request_completed', 'success', 233, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T12:48:25.000Z', 'svc_29_05_32', 'acct_fjord', 'ingestion', 'request_completed', 'success', 195, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T13:12:25.000Z', 'svc_29_05_33', 'acct_fjord', 'worker', 'job_completed', 'success', 377, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T13:36:25.000Z', 'svc_29_05_34', 'acct_fjord', 'api', 'request_completed', 'success', 234, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T14:00:25.000Z', 'svc_29_05_35', 'acct_fjord', 'checkout', 'request_completed', 'success', 381, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T14:24:25.000Z', 'svc_29_05_36', 'acct_fjord', 'ingestion', 'request_completed', 'success', 343, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T14:48:25.000Z', 'svc_29_05_37', 'acct_fjord', 'worker', 'job_completed', 'success', 285, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T15:12:25.000Z', 'svc_29_05_38', 'acct_fjord', 'api', 'request_completed', 'success', 142, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T15:36:25.000Z', 'svc_29_05_39', 'acct_fjord', 'checkout', 'request_completed', 'success', 289, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T16:00:25.000Z', 'svc_29_05_40', 'acct_fjord', 'ingestion', 'request_completed', 'success', 251, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T16:24:25.000Z', 'svc_29_05_41', 'acct_fjord', 'worker', 'job_completed', 'success', 433, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T16:48:25.000Z', 'svc_29_05_42', 'acct_fjord', 'api', 'request_completed', 'success', 290, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T17:12:25.000Z', 'svc_29_05_43', 'acct_fjord', 'checkout', 'request_completed', 'success', 197, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T17:36:25.000Z', 'svc_29_05_44', 'acct_fjord', 'ingestion', 'request_completed', 'success', 159, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T18:00:25.000Z', 'svc_29_05_45', 'acct_fjord', 'worker', 'job_completed', 'success', 341, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T18:24:25.000Z', 'svc_29_05_46', 'acct_fjord', 'api', 'request_completed', 'success', 198, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T18:48:25.000Z', 'svc_29_05_47', 'acct_fjord', 'checkout', 'request_completed', 'success', 345, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T19:12:25.000Z', 'svc_29_05_48', 'acct_fjord', 'ingestion', 'request_completed', 'success', 307, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T19:36:25.000Z', 'svc_29_05_49', 'acct_fjord', 'worker', 'job_completed', 'success', 489, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T20:00:25.000Z', 'svc_29_05_50', 'acct_fjord', 'api', 'request_completed', 'error', 106, '2026.07.2', NULL, 'north_america', 'validation_error'), ('2026-07-28T20:24:25.000Z', 'svc_29_05_51', 'acct_fjord', 'checkout', 'request_completed', 'success', 253, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T20:48:25.000Z', 'svc_29_05_52', 'acct_fjord', 'ingestion', 'request_completed', 'success', 215, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T21:12:25.000Z', 'svc_29_05_53', 'acct_fjord', 'worker', 'job_completed', 'success', 397, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T21:36:25.000Z', 'svc_29_05_54', 'acct_fjord', 'api', 'request_completed', 'success', 254, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T22:00:25.000Z', 'svc_29_05_55', 'acct_fjord', 'checkout', 'request_completed', 'success', 401, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T22:24:25.000Z', 'svc_29_05_56', 'acct_fjord', 'ingestion', 'request_completed', 'success', 123, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T22:48:25.000Z', 'svc_29_05_57', 'acct_fjord', 'worker', 'job_completed', 'success', 305, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T23:12:25.000Z', 'svc_29_05_58', 'acct_fjord', 'api', 'request_completed', 'success', 162, '2026.07.2', NULL, 'north_america', NULL), ('2026-07-28T23:36:25.000Z', 'svc_29_05_59', 'acct_fjord', 'checkout', 'request_completed', 'success', 309, '2026.07.2', NULL, 'north_america', NULL); DROP TABLE IF EXISTS "database_operations"; CREATE TABLE "database_operations" ( "timestamp_utc" TIMESTAMP, "operation_id" VARCHAR, "account_id" VARCHAR, "service" VARCHAR, "database_name" VARCHAR, "query_fingerprint" VARCHAR, "operation" VARCHAR, "status" VARCHAR, "duration_ms" BIGINT, "rows_affected" BIGINT, "release" VARCHAR, "sqlstate" VARCHAR ); INSERT INTO "database_operations" ("timestamp_utc", "operation_id", "account_id", "service", "database_name", "query_fingerprint", "operation", "status", "duration_ms", "rows_affected", "release", "sqlstate") VALUES ('2026-07-01T09:00:00Z', 'dbop_001', 'acct_acme', 'checkout', 'orders', 'select_order', 'SELECT', 'success', 110, 1, '2026.07.1', NULL), ('2026-07-01T09:02:00Z', 'dbop_002', 'acct_beacon', 'checkout', 'orders', 'select_order', 'SELECT', 'success', 130, 1, '2026.07.1', NULL), ('2026-07-01T09:04:00Z', 'dbop_003', 'acct_delta', 'checkout', 'orders', 'select_order', 'SELECT', 'success', 160, 1, '2026.07.1', NULL), ('2026-07-15T09:00:00Z', 'dbop_004', 'acct_acme', 'checkout', 'orders', 'select_order', 'SELECT', 'success', 480, 1, '2026.07.2', NULL), ('2026-07-15T09:02:00Z', 'dbop_005', 'acct_beacon', 'checkout', 'orders', 'select_order', 'SELECT', 'success', 520, 1, '2026.07.2', NULL), ('2026-07-15T09:04:00Z', 'dbop_006', 'acct_delta', 'checkout', 'orders', 'select_order', 'SELECT', 'error', 900, 0, '2026.07.2', '57014'), ('2026-07-02T10:00:00Z', 'dbop_007', 'acct_cinder', 'api', 'accounts', 'update_account', 'UPDATE', 'success', 80, 1, '2026.07.1', NULL), ('2026-07-02T10:02:00Z', 'dbop_008', 'acct_ember', 'api', 'accounts', 'update_account', 'UPDATE', 'success', 95, 1, '2026.07.1', NULL), ('2026-07-16T10:00:00Z', 'dbop_009', 'acct_cinder', 'api', 'accounts', 'update_account', 'UPDATE', 'success', 90, 1, '2026.07.2', NULL), ('2026-07-16T10:02:00Z', 'dbop_010', 'acct_ember', 'api', 'accounts', 'update_account', 'UPDATE', 'success', 120, 1, '2026.07.2', NULL), ('2026-07-16T10:04:00Z', 'dbop_011', 'acct_fjord', 'api', 'accounts', 'update_account', 'UPDATE', 'error', 210, 0, '2026.07.2', '40001'), ('2026-07-03T11:00:00Z', 'dbop_012', 'acct_acme', 'worker', 'billing', 'billing_lookup', 'SELECT', 'success', 150, 4, '2026.07.1', NULL), ('2026-07-03T11:02:00Z', 'dbop_013', 'acct_beacon', 'worker', 'billing', 'billing_lookup', 'SELECT', 'success', 160, 3, '2026.07.1', NULL), ('2026-07-17T11:00:00Z', 'dbop_014', 'acct_acme', 'worker', 'billing', 'billing_lookup', 'SELECT', 'success', 200, 4, '2026.07.2', NULL), ('2026-07-17T11:02:00Z', 'dbop_015', 'acct_beacon', 'worker', 'billing', 'billing_lookup', 'SELECT', 'success', 250, 3, '2026.07.2', NULL), ('2026-07-17T11:04:00Z', 'dbop_016', 'acct_cinder', 'worker', 'billing', 'billing_lookup', 'SELECT', 'error', 450, 0, '2026.07.2', '40P01'); DROP TABLE IF EXISTS "database_pool_samples"; CREATE TABLE "database_pool_samples" ( "timestamp_utc" TIMESTAMP, "service" VARCHAR, "pool_name" VARCHAR, "database_name" VARCHAR, "active_connections" BIGINT, "idle_connections" BIGINT, "max_connections" BIGINT, "acquire_wait_ms" BIGINT, "timed_out" BOOLEAN, "region" VARCHAR, "release" VARCHAR ); INSERT INTO "database_pool_samples" ("timestamp_utc", "service", "pool_name", "database_name", "active_connections", "idle_connections", "max_connections", "acquire_wait_ms", "timed_out", "region", "release") VALUES ('2026-07-20T12:00:00Z', 'api', 'api_primary', 'accounts', 3, 9, 12, 4, FALSE, 'us-west-2', '2026.07.2'), ('2026-07-20T12:05:00Z', 'api', 'api_primary', 'accounts', 4, 8, 12, 8, FALSE, 'us-west-2', '2026.07.2'), ('2026-07-20T12:10:00Z', 'api', 'api_primary', 'accounts', 5, 7, 12, 15, FALSE, 'us-west-2', '2026.07.2'), ('2026-07-20T12:15:00Z', 'api', 'api_primary', 'accounts', 4, 8, 12, 7, FALSE, 'us-west-2', '2026.07.2'), ('2026-07-20T12:00:00Z', 'checkout', 'checkout_primary', 'orders', 7, 3, 10, 12, FALSE, 'us-west-2', '2026.07.2'), ('2026-07-20T12:05:00Z', 'checkout', 'checkout_primary', 'orders', 9, 1, 10, 45, FALSE, 'us-west-2', '2026.07.2'), ('2026-07-20T12:10:00Z', 'checkout', 'checkout_primary', 'orders', 10, 0, 10, 350, TRUE, 'us-west-2', '2026.07.2'), ('2026-07-20T12:15:00Z', 'checkout', 'checkout_primary', 'orders', 8, 2, 10, 90, FALSE, 'us-west-2', '2026.07.2'), ('2026-07-20T12:00:00Z', 'worker', 'worker_primary', 'billing', 6, 2, 8, 30, FALSE, 'us-east-1', '2026.07.2'), ('2026-07-20T12:05:00Z', 'worker', 'worker_primary', 'billing', 8, 0, 8, 70, FALSE, 'us-east-1', '2026.07.2'), ('2026-07-20T12:10:00Z', 'worker', 'worker_primary', 'billing', 8, 0, 8, 420, TRUE, 'us-east-1', '2026.07.2'), ('2026-07-20T12:15:00Z', 'worker', 'worker_primary', 'billing', 7, 1, 8, 110, FALSE, 'us-east-1', '2026.07.2'); DROP TABLE IF EXISTS "database_lock_events"; CREATE TABLE "database_lock_events" ( "timestamp_utc" TIMESTAMP, "database_name" VARCHAR, "service" VARCHAR, "blocked_operation" VARCHAR, "blocking_operation" VARCHAR, "lock_type" VARCHAR, "wait_ms" BIGINT, "resolved" BOOLEAN, "deadlock" BOOLEAN, "transaction_id" VARCHAR, "release" VARCHAR ); INSERT INTO "database_lock_events" ("timestamp_utc", "database_name", "service", "blocked_operation", "blocking_operation", "lock_type", "wait_ms", "resolved", "deadlock", "transaction_id", "release") VALUES ('2026-07-21T13:00:00Z', 'orders', 'checkout', 'payment_update', 'order_finalize', 'row_exclusive', 800, TRUE, FALSE, 'txn_001', '2026.07.2'), ('2026-07-21T13:05:00Z', 'orders', 'checkout', 'payment_update', 'order_finalize', 'row_exclusive', 4200, FALSE, TRUE, 'txn_002', '2026.07.2'), ('2026-07-21T13:10:00Z', 'orders', 'checkout', 'payment_update', 'order_finalize', 'row_exclusive', 1500, TRUE, FALSE, 'txn_003', '2026.07.2'), ('2026-07-21T14:00:00Z', 'billing', 'worker', 'ledger_rollup', 'invoice_write', 'share', 2100, TRUE, FALSE, 'txn_004', '2026.07.2'), ('2026-07-21T14:05:00Z', 'billing', 'worker', 'ledger_rollup', 'invoice_write', 'share', 6200, FALSE, TRUE, 'txn_005', '2026.07.2'), ('2026-07-21T15:00:00Z', 'accounts', 'api', 'account_update', 'session_refresh', 'row_exclusive', 400, TRUE, FALSE, 'txn_006', '2026.07.2'); DROP TABLE IF EXISTS "replication_samples"; CREATE TABLE "replication_samples" ( "timestamp_utc" TIMESTAMP, "consumer_name" VARCHAR, "source_type" VARCHAR, "region" VARCHAR, "lag_seconds" BIGINT, "backlog_bytes" BIGINT, "status" VARCHAR, "release" VARCHAR ); INSERT INTO "replication_samples" ("timestamp_utc", "consumer_name", "source_type", "region", "lag_seconds", "backlog_bytes", "status", "release") VALUES ('2026-07-22T16:00:00Z', 'read_replica_us', 'postgres_replica', 'us-east-1', 2, 12000, 'healthy', '2026.07.2'), ('2026-07-22T16:05:00Z', 'read_replica_us', 'postgres_replica', 'us-east-1', 4, 22000, 'healthy', '2026.07.2'), ('2026-07-22T16:10:00Z', 'read_replica_us', 'postgres_replica', 'us-east-1', 18, 84000, 'lagging', '2026.07.2'), ('2026-07-22T16:15:00Z', 'read_replica_us', 'postgres_replica', 'us-east-1', 3, 18000, 'healthy', '2026.07.2'), ('2026-07-22T16:00:00Z', 'warehouse_cdc', 'cdc_pipeline', 'us-west-2', 8, 41000, 'healthy', '2026.07.2'), ('2026-07-22T16:05:00Z', 'warehouse_cdc', 'cdc_pipeline', 'us-west-2', 14, 78000, 'healthy', '2026.07.2'), ('2026-07-22T16:10:00Z', 'warehouse_cdc', 'cdc_pipeline', 'us-west-2', 65, 330000, 'lagging', '2026.07.2'), ('2026-07-22T16:15:00Z', 'warehouse_cdc', 'cdc_pipeline', 'us-west-2', 120, 810000, 'stalled', '2026.07.2'), ('2026-07-22T16:00:00Z', 'search_index', 'search_replica', 'eu-west-1', 3, 9000, 'healthy', '2026.07.2'), ('2026-07-22T16:05:00Z', 'search_index', 'search_replica', 'eu-west-1', 7, 19000, 'healthy', '2026.07.2'), ('2026-07-22T16:10:00Z', 'search_index', 'search_replica', 'eu-west-1', 10, 28000, 'healthy', '2026.07.2'), ('2026-07-22T16:15:00Z', 'search_index', 'search_replica', 'eu-west-1', 5, 15000, 'healthy', '2026.07.2'); DROP TABLE IF EXISTS "migration_runs"; CREATE TABLE "migration_runs" ( "timestamp_utc" TIMESTAMP, "migration_id" VARCHAR, "service" VARCHAR, "database_name" VARCHAR, "release" VARCHAR, "status" VARCHAR, "duration_ms" BIGINT, "error_type" VARCHAR ); INSERT INTO "migration_runs" ("timestamp_utc", "migration_id", "service", "database_name", "release", "status", "duration_ms", "error_type") VALUES ('2026-07-01T08:00:00Z', 'mig_101', 'api', 'accounts', '2026.07.1', 'success', 1200, NULL), ('2026-07-01T08:02:00Z', 'mig_102', 'checkout', 'orders', '2026.07.1', 'success', 1800, NULL), ('2026-07-01T08:04:00Z', 'mig_103', 'worker', 'billing', '2026.07.1', 'success', 900, NULL), ('2026-07-15T08:00:00Z', 'mig_201', 'api', 'accounts', '2026.07.2', 'success', 1500, NULL), ('2026-07-15T08:02:00Z', 'mig_202', 'checkout', 'orders', '2026.07.2', 'failed', 2400, 'lock_timeout'), ('2026-07-15T08:04:00Z', 'mig_203', 'worker', 'billing', '2026.07.2', 'rolled_back', 800, 'constraint_violation'), ('2026-07-15T08:06:00Z', 'mig_204', 'api', 'accounts', '2026.07.2', 'success', 1100, NULL), ('2026-07-28T08:00:00Z', 'mig_301', 'checkout', 'orders', '2026.07.3', 'success', 1000, NULL), ('2026-07-28T08:02:00Z', 'mig_302', 'worker', 'billing', '2026.07.3', 'success', 1250, NULL); -- Verify the import. SELECT 'accounts' AS table_name, COUNT(*) AS rows FROM "accounts"; SELECT 'product_events' AS table_name, COUNT(*) AS rows FROM "product_events"; SELECT 'api_requests' AS table_name, COUNT(*) AS rows FROM "api_requests"; SELECT 'llm_requests' AS table_name, COUNT(*) AS rows FROM "llm_requests"; SELECT 'job_runs' AS table_name, COUNT(*) AS rows FROM "job_runs"; SELECT 'billing_events' AS table_name, COUNT(*) AS rows FROM "billing_events"; SELECT 'users' AS table_name, COUNT(*) AS rows FROM "users"; SELECT 'releases' AS table_name, COUNT(*) AS rows FROM "releases"; SELECT 'incidents' AS table_name, COUNT(*) AS rows FROM "incidents"; SELECT 'service_events' AS table_name, COUNT(*) AS rows FROM "service_events"; SELECT 'database_operations' AS table_name, COUNT(*) AS rows FROM "database_operations"; SELECT 'database_pool_samples' AS table_name, COUNT(*) AS rows FROM "database_pool_samples"; SELECT 'database_lock_events' AS table_name, COUNT(*) AS rows FROM "database_lock_events"; SELECT 'replication_samples' AS table_name, COUNT(*) AS rows FROM "replication_samples"; SELECT 'migration_runs' AS table_name, COUNT(*) AS rows FROM "migration_runs";