Datasets:
File size: 10,357 Bytes
e8c001c | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 | 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; |