| INSERT overwrite TABLE internal_platform_db.dwd_notebook_instance_pod_cross_day_detail_d_query_engine_005 PARTITION (dt = '20260507') |
| WITH |
| base_data_raw AS ( |
| SELECT DISTINCT |
| trace_id, |
| span_name, |
| start_time, |
| end_time, |
| datawd_project_id, |
| datawd_task_id, |
| datawd_task_instance_id, |
| compute_type, |
| status_code |
| FROM internal_platform_db.notebook_span_info_query_engine_005 |
| WHERE databus_imp_date >= '2026050400' |
| AND databus_imp_date <= '2026050700' |
| AND trace_id IN ( |
| SELECT trace_id |
| FROM internal_platform_db.notebook_span_info_query_engine_005 |
| WHERE databus_imp_date >= '2026050700' |
| AND databus_imp_date <= '2026050700' |
| AND compute_type = 'ray' |
| AND service_name = 'notebook-runner' |
| AND span_name = 'runner.execute' |
| GROUP BY trace_id |
| ) |
| AND ( |
| span_name = 'runner.execute' |
| OR |
| span_name IN ('execute.code', 'execute.code.cell', 'client.execute.code', 'set.permanent.compute', 'create.non.permanent.compute', 'runner.killed') |
| ) |
| ), |
| base_data_time_fixed AS ( |
| SELECT |
| trace_id, |
| span_name, |
| CASE |
| WHEN span_name = 'runner.killed' |
| THEN MIN(CASE WHEN span_name IN ('execute.code', 'execute.code.cell', 'client.execute.code', 'runner.killed') THEN start_time END) |
| OVER(PARTITION BY trace_id) |
| ELSE start_time |
| END AS start_time, |
| CASE |
| WHEN span_name = 'runner.execute' |
| THEN MAX(CASE WHEN span_name IN ('runner.execute', 'runner.killed') THEN end_time END) |
| OVER(PARTITION BY trace_id) |
| ELSE end_time |
| END AS end_time, |
| datawd_project_id, |
| datawd_task_id, |
| datawd_task_instance_id, |
| compute_type, |
| status_code |
| FROM base_data_raw |
| ), |
| base_data AS ( |
| SELECT |
| trace_id, |
| span_name, |
| start_time, |
| end_time, |
| datawd_project_id, |
| datawd_task_id, |
| datawd_task_instance_id, |
| compute_type, |
| status_code, |
| from_unixtime(CAST(start_time AS BIGINT) / 1000) as start_date, |
| from_unixtime(CAST(end_time AS BIGINT) / 1000) as end_date, |
| datediff(from_unixtime(CAST(end_time AS BIGINT) / 1000), from_unixtime(CAST(start_time AS BIGINT) / 1000)) AS diff_days |
| FROM base_data_time_fixed |
| ), |
| pos_series AS ( |
| SELECT 0 AS pos UNION ALL SELECT 1 AS pos UNION ALL SELECT 2 AS pos UNION ALL SELECT 3 AS pos |
| ), |
| daily_split_spans AS ( |
| SELECT |
| trace_id, |
| span_name, |
| datawd_project_id, |
| datawd_task_id, |
| datawd_task_instance_id, |
| compute_type, |
| status_code, |
| start_date, |
| end_date, |
| diff_days, |
| date_add(b.start_date, s.pos) AS calc_date, |
| CASE WHEN s.pos = 0 THEN CAST(b.start_time AS BIGINT) |
| ELSE unix_timestamp(cast(date_add(b.start_date, s.pos) as timestamp)) * 1000 |
| END AS start_time, |
| CASE WHEN s.pos = b.diff_days THEN CAST(b.end_time AS BIGINT) |
| ELSE (unix_timestamp(cast(date_add(b.start_date, s.pos + 1) as timestamp)) * 1000) - 1 |
| END AS end_time, |
| CAST(b.start_time AS BIGINT) AS span_start_time, |
| CAST(b.end_time AS BIGINT) AS span_end_time |
| FROM base_data b |
| INNER JOIN pos_series s ON s.pos <= b.diff_days |
| ), |
| trace_time_metrics AS ( |
| SELECT |
| trace_id, |
| calc_date, |
| MAX(datawd_project_id) AS datawd_project_id, |
| MAX(datawd_task_id) AS datawd_task_id, |
| MAX(datawd_task_instance_id) AS datawd_task_instance_id, |
| MAX(compute_type) AS compute_type, |
| MAX(MAX(CASE WHEN span_name = 'runner.execute' THEN status_code END)) OVER(PARTITION BY trace_id) AS status_code, |
| ROUND((MAX(CASE WHEN span_name = 'runner.execute' THEN end_time END) - |
| MIN(CASE WHEN span_name = 'runner.execute' THEN start_time END)) / 1000.0) AS instance_run_time, |
| ROUND((MAX(CASE WHEN span_name IN ('execute.code', 'client.execute.code', 'execute.code.cell', 'runner.killed' ) THEN end_time END) - |
| MIN(CASE WHEN span_name IN ('execute.code', 'client.execute.code', 'execute.code.cell', 'runner.killed' ) THEN start_time END)) / 1000.0) AS code_run_time, |
| ROUND((MAX(CASE WHEN span_name IN ('set.permanent.compute', 'create.non.permanent.compute') THEN end_time END) - |
| MIN(CASE WHEN span_name IN ('set.permanent.compute', 'create.non.permanent.compute') THEN start_time END)) / 1000.0) AS resource_wait_time, |
| from_unixtime(MIN(CASE WHEN span_name IN ('execute.code', 'client.execute.code', 'execute.code.cell', 'runner.killed' ) THEN start_time END) / 1000) AS code_start_time, |
| from_unixtime(MAX(CASE WHEN span_name IN ('execute.code', 'client.execute.code', 'execute.code.cell', 'runner.killed' ) THEN end_time END) / 1000) AS code_end_time, |
| from_unixtime(MIN(CASE WHEN span_name = 'runner.execute' THEN span_start_time END) / 1000) AS instance_start_time, |
| from_unixtime(MAX(CASE WHEN span_name = 'runner.execute' THEN span_end_time END) / 1000) AS instance_end_time |
| FROM daily_split_spans |
| GROUP BY trace_id, calc_date |
| ), |
| gputj_dim AS ( |
| SELECT |
| t1.service_id, |
| t2.pod_name |
| FROM internal_platform_db.dwd_gputj_service_instance_map_query_engine_005 t1 |
| INNER JOIN internal_platform_db.dwd_ml_platform_instance_podname_query_engine_005 t2 |
| ON t1.instance_uuid = t2.instance_uuid |
| AND t1.dt=if('2026050700'>='2025080900', '2026050700', '2025080900') |
| AND t2.dt=if('2026050700'>='2025060519', '2026050700', '2025060519') |
| GROUP BY t1.service_id, t2.pod_name |
| ), |
| gpu_metrics AS ( |
| select |
| pkg_agg_time, |
| pod_name, |
| k8s_container_vgpu_gpu_util_sum / k8s_container_vgpu_gpu_util_count AS gpu_util, |
| k8s_container_resource_request_gpu_sum / k8s_container_resource_request_gpu_count AS gpu_count |
| from internal_platform_db.gputj_gpu_info_parsed_agg_1min_query_engine_005 |
| where dt >= '2026050400' |
| AND dt <= '2026050700' |
| AND ( k8s_container_vgpu_gpu_util_count > 0 OR k8s_container_resource_request_gpu_count > 0 ) |
| AND pod_name IS NOT NULL |
| ) |
| SELECT |
| t1.trace_id, |
| t1.datawd_project_id, |
| t1.datawd_task_id, |
| t1.datawd_task_instance_id, |
| t1.compute_type, |
| t1.status_code, |
| t1.instance_run_time, |
| t1.code_run_time, |
| t1.resource_wait_time, |
| t1.code_start_time, |
| t1.code_end_time, |
| t1.instance_start_time, |
| t1.instance_end_time, |
| t2.serving_id, |
| t2.is_permanent, |
| t2.apply_for_gpu_count, |
| t3.pod_name, |
| t4.pkg_agg_time, |
| t4.gpu_util, |
| t4.gpu_count, |
| t1.calc_date AS p_date |
| FROM trace_time_metrics t1 LEFT JOIN ( |
| SELECT |
| trace_id, |
| MAX(serving_id) AS serving_id, |
| MAX(is_permanent) AS is_permanent, |
| SUM(CAST(replicas AS INT) * CAST(num_gpu AS INT)) AS apply_for_gpu_count |
| FROM internal_platform_db.notebook_engine_info_query_engine_005 |
| WHERE databus_imp_date >= '2026050400' |
| AND databus_imp_date <= '2026050700' |
| AND compute_type = 'ray' |
| AND service_name = 'notebook-runner' |
| GROUP BY trace_id |
| ) t2 ON t1.trace_id = t2.trace_id |
| LEFT JOIN gputj_dim t3 ON t2.serving_id = t3.service_id |
| LEFT JOIN gpu_metrics t4 |
| ON t3.pod_name = t4.pod_name |
| AND ( |
| CASE |
| WHEN t1.instance_start_time IS NOT NULL AND t1.instance_end_time IS NOT NULL |
| THEN t4.pkg_agg_time >= t1.instance_start_time AND t4.pkg_agg_time <= t1.instance_end_time |
| WHEN t1.code_start_time IS NOT NULL AND t1.code_end_time IS NOT NULL |
| THEN t4.pkg_agg_time >= t1.code_start_time AND t4.pkg_agg_time <= t1.code_end_time |
| ELSE FALSE |
| END |
| ) |
| ; |
|
|
