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CREATE DATABASE IF NOT EXISTS internal_platform_db;
-- Input table 1: gputj_gpu_info_parsed
CREATE TABLE IF NOT EXISTS internal_platform_db.gputj_gpu_info_parsed_query_engine_022 (
`container` STRING,
`reason` STRING,
`instance` STRING,
`node_ip` STRING,
`pod` STRING,
`asset_id` STRING,
`cluster_type` STRING,
`source` STRING,
`pkg_time` STRING,
`cluster_display_name` STRING,
`mountpoint` STRING,
`node_role` STRING,
`cluster_id` STRING,
`zone` STRING,
`gpu_name` STRING,
`cpu_type` STRING,
`karmada` STRING,
`state` STRING,
`uuid` STRING,
`value` STRING,
`fstype` STRING,
`group` STRING,
`dedicated` STRING,
`business` STRING,
`resource` STRING,
`hostname` STRING,
`gpu` STRING,
`pod_name` STRING,
`model_name` STRING,
`node` STRING,
`unit` STRING,
`condition` STRING,
`container_name` STRING,
`metric` STRING,
`namespace` STRING,
`exported_namespace` STRING,
`job` STRING,
`device` STRING,
`instance_type` STRING,
`caelus_type` STRING,
`status` STRING,
`priority_class` STRING,
`workload_kind` STRING,
`workload_name` STRING,
`dt` STRING
) STORED AS ORC;
INSERT INTO TABLE internal_platform_db.gputj_gpu_info_parsed_query_engine_022 VALUES
('c1','','inst1','10.0.0.1','pod1','a1','gpu','src1','1767225600','disp1','','worker','cls1','zone1','A100','x86','','running','uuid1','80.5','','grp1','','biz1','','host1','gpu0','pod-abc-001','model1','node1','','','c1','k8s_container_vgpu_gpu_mem_usage','ns1','','job1','dev1','','','','','','','2026050700'),
('c1','','inst1','10.0.0.1','pod1','a1','gpu','src1','1767225660','disp1','','worker','cls1','zone1','A100','x86','','running','uuid1','82.0','','grp1','','biz1','','host1','gpu0','pod-abc-001','model1','node1','','','c1','k8s_container_vgpu_gpu_mem_usage','ns1','','job1','dev1','','','','','','','2026050700'),
('c1','','inst1','10.0.0.1','pod1','a1','gpu','src1','1767225720','disp1','','worker','cls1','zone1','A100','x86','','running','uuid1','75.0','','grp1','','biz1','','host1','gpu0','pod-abc-001','model1','node1','','','c1','k8s_dcgm_fi_dev_fb_util','ns1','','job1','dev1','','','','','','','2026050700'),
('c1','','inst1','10.0.0.1','pod1','a1','gpu','src1','1767225780','disp1','','worker','cls1','zone1','A100','x86','','running','uuid1','70.0','','grp1','','biz1','','host1','gpu0','pod-abc-001','model1','node1','','','c1','k8s_container_vgpu_gpu_mem_usage','ns1','','job1','dev1','','','','','','','2026050700'),
('c2','','inst2','10.0.0.2','pod2','a2','gpu','src2','1767225900','disp2','','worker','cls2','zone2','V100','x86','','running','uuid2','50.0','','grp2','','biz2','','host2','gpu1','pod-xyz-002','model2','node2','','','c2','k8s_dcgm_fi_dev_fb_util','ns2','','job2','dev2','','','','','','','2026050700'),
('c2','','inst2','10.0.0.2','pod2','a2','gpu','src2','1767225960','disp2','','worker','cls2','zone2','V100','x86','','running','uuid2','55.0','','grp2','','biz2','','host2','gpu1','pod-xyz-002','model2','node2','','','c2','k8s_dcgm_fi_dev_fb_util','ns2','','job2','dev2','','','','','','','2026050700'),
('c3','','inst3','10.0.0.3','pod3','a3','gpu','src3','1767225600','disp3','','worker','cls3','zone3','A100','x86','','running','uuid3','90.0','','grp3','','biz3','','host3','gpu2','pod-def-003','model3','node3','','','c3','k8s_container_vgpu_gpu_mem_usage','ns3','','job3','dev3','','','','','','','2026050700'),
('c3','','inst3','10.0.0.3','pod3','a3','gpu','src3','1767225660','disp3','','worker','cls3','zone3','A100','x86','','running','uuid3','88.0','','grp3','','biz3','','host3','gpu2','pod-def-003','model3','node3','','','c3','k8s_container_vgpu_gpu_mem_usage','ns3','','job3','dev3','','','','','','','2026050700'),
('c3','','inst3','10.0.0.3','pod3','a3','gpu','src3','1767225720','disp3','','worker','cls3','zone3','A100','x86','','running','uuid3','85.0','','grp3','','biz3','','host3','gpu2','pod-def-003','model3','node3','','','c3','k8s_dcgm_fi_dev_fb_util','ns3','','job3','dev3','','','','','','','2026050700'),
('c4','','inst4','10.0.0.4','pod4','a4','gpu','src4','1767225600','disp4','','worker','cls4','zone4','A100','x86','','running','uuid4','60.0','','grp4','','biz4','','host4','gpu3','pod-ghi-004','model4','node4','','','c4','k8s_container_vgpu_gpu_mem_usage','ns4','','job4','dev4','','','','','','','2026050700'),
('c4','','inst4','10.0.0.4','pod4','a4','gpu','src4','1767226200','disp4','','worker','cls4','zone4','A100','x86','','running','uuid4','62.0','','grp4','','biz4','','host4','gpu3','pod-ghi-004','model4','node4','','','c4','k8s_container_vgpu_gpu_mem_usage','ns4','','job4','dev4','','','','','','','2026050700'),
('c5','','inst5','10.0.0.5','pod5','a5','gpu','src5','1767225900','disp5','','worker','cls5','zone5','H100','x86','','running','uuid5','95.0','','grp5','','biz5','','host5','gpu4','pod-jkl-005','model5','node5','','','c5','k8s_container_vgpu_gpu_mem_usage','ns5','','job5','dev5','','','','','','','2026050700');
-- Input table 2: dwd_ml_platform_instance_podname
CREATE TABLE IF NOT EXISTS internal_platform_db.dwd_ml_platform_instance_podname_query_engine_022 (
`dt` STRING,
`instance_uuid` STRING,
`pod_name` STRING,
`pod_phase` STRING,
`pod_create_time` BIGINT,
`pod_update_time` BIGINT,
`namespace` STRING,
`trial_job_name` STRING,
`create_time` BIGINT,
`modify_time` BIGINT,
`fix_modify_time` BIGINT
) STORED AS ORC;
INSERT INTO TABLE internal_platform_db.dwd_ml_platform_instance_podname_query_engine_022 VALUES
('2026050700', 'inst-uuid-aaa', 'pod-abc-001', 'Running', 1767220000, 1767225000, 'ns1', 'job1', 1767220000, 1767225000, 1767225000),
('2026050700', 'inst-uuid-bbb', 'pod-xyz-002', 'Running', 1767220000, 1767225000, 'ns2', 'job2', 1767220000, 1767225000, 1767225000),
('2026050700', 'inst-uuid-aaa', 'pod-def-003', 'Running', 1767220000, 1767225000, 'ns3', 'job3', 1767220000, 1767225000, 1767225000),
('2026050700', 'inst-uuid-ccc', 'pod-ghi-004', 'Running', 1767220000, 1767225000, 'ns4', 'job4', 1767220000, 1767225000, 1767225000),
('2026050700', 'inst-uuid-ddd', 'pod-jkl-005', 'Running', 1767220000, 1767225000, 'ns5', 'job5', 1767220000, 1767225000, 1767225000);
-- Input table 3: dwd_task_management_taskinstance2
CREATE TABLE IF NOT EXISTS internal_platform_db.dwd_task_management_taskinstance2_query_engine_022 (
`databus_imp_date` STRING,
`id` BIGINT,
`instance_uuid` STRING,
`state_start_time` DOUBLE,
`state` STRING,
`last_celery_script_id` STRING,
`create_time` DOUBLE,
`last_modify` DOUBLE,
`is_succeed` BIGINT,
`msg` STRING,
`is_restart` BIGINT,
`restart_num` BIGINT,
`task_id` BIGINT,
`template_id` BIGINT,
`is_deleted` BIGINT,
`debug_num` BIGINT,
`is_elasticity` BIGINT,
`code` BIGINT,
`trainer_version` STRING,
`host_gpu_num` DOUBLE,
`host_num` DOUBLE,
`gpu_name` STRING,
`quota_type` STRING,
`is_elasticity_config` STRING,
`vgpu_card_type` STRING,
`location` STRING,
`business_tag` STRING,
`job_type` STRING
) STORED AS ORC;
INSERT INTO TABLE internal_platform_db.dwd_task_management_taskinstance2_query_engine_022 VALUES
('20260507', 1, 'inst-uuid-aaa', 1767220000.0, 'running', 'celery1', 1767210000.0, 1767225500.0, 0, '', 0, 0, 101, 201, 0, 0, 0, 0, 'v1.0', 8.0, 2.0, 'A100', 'dedicated', '', '', 'zone1', 'ml', 'training'),
('20260507', 2, 'inst-uuid-bbb', 1767220000.0, 'running', 'celery2', 1767210000.0, 1767225000.0, 0, '', 0, 0, 102, 202, 0, 0, 0, 0, 'v1.0', 4.0, 1.0, 'V100', 'shared', '', '', 'zone2', 'inference', 'serving'),
('20260507', 3, 'inst-uuid-ccc', 1767220000.0, 'running', 'celery3', 1767210000.0, 1767225200.0, 0, '', 0, 0, 103, 203, 0, 0, 0, 0, 'v2.0', 2.0, 1.0, 'A100', 'dedicated', '', '', 'zone3', 'ml', 'training'),
('20260506', 4, 'inst-uuid-aaa', 1767130000.0, 'running', 'celery4', 1767120000.0, 1767130000.0, 0, '', 0, 0, 101, 201, 0, 0, 0, 0, 'v1.0', 4.0, 1.0, 'A100', 'dedicated', '', '', 'zone1', 'ml', 'training');
-- Input table 4: task_management_taskinstance2
CREATE TABLE IF NOT EXISTS internal_platform_db.task_management_taskinstance2_query_engine_022 (
`databus_imp_date` STRING,
`id` BIGINT,
`instance_uuid` STRING,
`state_start_time` DOUBLE,
`state` STRING,
`last_celery_script_id` STRING,
`create_time` DOUBLE,
`last_modify` DOUBLE,
`is_succeed` BIGINT,
`msg` STRING,
`is_restart` BIGINT,
`restart_num` BIGINT,
`task_id` BIGINT,
`template_id` BIGINT,
`is_deleted` BIGINT,
`debug_num` BIGINT,
`is_elasticity` BIGINT,
`code` BIGINT,
`trainer_version` STRING,
`host_gpu_num` DOUBLE,
`host_num` DOUBLE,
`gpu_name` STRING,
`quota_type` STRING,
`is_elasticity_config` STRING,
`vgpu_card_type` STRING,
`location` STRING,
`business_tag` STRING,
`job_type` STRING,
`gputj_serving_config` STRING,
`gputj_task_config` STRING,
`env_vars_dict` STRING
) STORED AS ORC;
INSERT INTO TABLE internal_platform_db.task_management_taskinstance2_query_engine_022 VALUES
('20260507', 10, 'inst-uuid-ddd', 1767220000.0, 'running', 'celery10', 1767210000.0, 1767226000.0, 0, '', 0, 0, 104, 204, 0, 0, 0, 0, 'v3.0', 8.0, 4.0, 'H100', 'dedicated', '', '', 'zone4', 'ml', 'training', '', '', ''),
('20260507', 11, 'inst-uuid-aaa', 1767220000.0, 'running', 'celery11', 1767210000.0, 1767226100.0, 0, '', 0, 0, 101, 201, 0, 0, 0, 0, 'v1.0', 8.0, 2.0, 'A100', 'dedicated', '', '', 'zone1', 'ml', 'training', '', '', '');
-- Target table: task_instance_gpu_time_stats
CREATE TABLE IF NOT EXISTS internal_platform_db.task_instance_gpu_time_stats_query_engine_022 (
`instance_uuid` STRING,
`time_5min` BIGINT,
`host_gpu_num` DOUBLE,
`sum_run_time_m` DOUBLE,
`gpu_hour` DOUBLE,
`gpu_name` STRING,
`pod_count` BIGINT,
`host_num` DOUBLE
) PARTITIONED BY (`dt` STRING) STORED AS ORC;
-- Agent 候选目标表
CREATE TABLE IF NOT EXISTS internal_platform_db.task_instance_gpu_time_stats_cand_query_engine_022 (
`instance_uuid` STRING,
`time_5min` BIGINT,
`host_gpu_num` DOUBLE,
`sum_run_time_m` DOUBLE,
`gpu_hour` DOUBLE,
`gpu_name` STRING,
`pod_count` BIGINT,
`host_num` DOUBLE
) PARTITIONED BY (`dt` STRING) STORED AS ORC;