Datasets:
File size: 7,969 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 | -- Drop old tables from previous design
DROP TABLE IF EXISTS internal_platform_db.t_app_apksafe_cont_res_detect_center_stat_di_prestosql_007;
DROP TABLE IF EXISTS internal_platform_db.t_threat_event_prestosql_007;
DROP TABLE IF EXISTS internal_platform_db.t_md_apksafe_res_detect_center_stat_prestosql_007;
DROP TABLE IF EXISTS internal_platform_db.t_md_apksafe_res_detect_center_stat_cand_prestosql_007;
CREATE DATABASE IF NOT EXISTS internal_platform_db;
-- ============================================================
-- Input table 1: GPU monitoring data (parsed metrics from containers)
-- ============================================================
CREATE TABLE IF NOT EXISTS internal_platform_db.t_gpu_monitor_parsed_prestosql_007 (
container STRING,
pod_name STRING,
pkg_time STRING,
gpu_name STRING,
metric STRING,
value STRING,
dt STRING
) STORED AS ORC;
-- Epoch base: 2026-06-08 00:00:00 UTC = 1749331200
-- Using relative offsets from that base for clarity
-- 5-min windows: 0-299, 300-599, 600-899, etc.
-- pod_scan_apk_a1: 4 timestamps across 2 windows, 2 metrics each
-- pod_scan_apk_a2: 3 timestamps in 1 window, 2 metrics each
-- pod_scan_apk_b1: 3 timestamps across 2 windows, 2 metrics each
-- pod_scan_apk_b2: 2 timestamps in 1 window, 2 metrics each
INSERT INTO TABLE internal_platform_db.t_gpu_monitor_parsed_prestosql_007 VALUES
-- pod_scan_apk_a1: metric='k8s_container_vgpu_gpu_mem_usage'
('ctr_a1_0', 'pod_scan_apk_a1', '1749331230', 'GPU-A100', 'k8s_container_vgpu_gpu_mem_usage', '0.65', '2026060800'),
('ctr_a1_0', 'pod_scan_apk_a1', '1749331290', 'GPU-A100', 'k8s_container_vgpu_gpu_mem_usage', '0.70', '2026060800'),
('ctr_a1_0', 'pod_scan_apk_a1', '1749331350', 'GPU-A100', 'k8s_container_vgpu_gpu_mem_usage', '0.72', '2026060800'),
('ctr_a1_0', 'pod_scan_apk_a1', '1749331530', 'GPU-A100', 'k8s_container_vgpu_gpu_mem_usage', '0.68', '2026060800'),
-- pod_scan_apk_a1: metric='k8s_dcgm_fi_dev_fb_util'
('ctr_a1_1', 'pod_scan_apk_a1', '1749331230', 'GPU-A100', 'k8s_dcgm_fi_dev_fb_util', '45.2', '2026060800'),
('ctr_a1_1', 'pod_scan_apk_a1', '1749331290', 'GPU-A100', 'k8s_dcgm_fi_dev_fb_util', '48.1', '2026060800'),
('ctr_a1_1', 'pod_scan_apk_a1', '1749331350', 'GPU-A100', 'k8s_dcgm_fi_dev_fb_util', '50.3', '2026060800'),
('ctr_a1_1', 'pod_scan_apk_a1', '1749331530', 'GPU-A100', 'k8s_dcgm_fi_dev_fb_util', '46.7', '2026060800'),
-- pod_scan_apk_a2: metric='k8s_container_vgpu_gpu_mem_usage'
('ctr_a2_0', 'pod_scan_apk_a2', '1749331245', 'GPU-A100', 'k8s_container_vgpu_gpu_mem_usage', '0.55', '2026060800'),
('ctr_a2_0', 'pod_scan_apk_a2', '1749331305', 'GPU-A100', 'k8s_container_vgpu_gpu_mem_usage', '0.58', '2026060800'),
('ctr_a2_0', 'pod_scan_apk_a2', '1749331365', 'GPU-A100', 'k8s_container_vgpu_gpu_mem_usage', '0.60', '2026060800'),
-- pod_scan_apk_a2: metric='k8s_dcgm_fi_dev_fb_util'
('ctr_a2_1', 'pod_scan_apk_a2', '1749331245', 'GPU-A100', 'k8s_dcgm_fi_dev_fb_util', '40.1', '2026060800'),
('ctr_a2_1', 'pod_scan_apk_a2', '1749331305', 'GPU-A100', 'k8s_dcgm_fi_dev_fb_util', '42.5', '2026060800'),
('ctr_a2_1', 'pod_scan_apk_a2', '1749331365', 'GPU-A100', 'k8s_dcgm_fi_dev_fb_util', '44.0', '2026060800'),
-- pod_scan_apk_b1: metric='k8s_container_vgpu_gpu_mem_usage'
('ctr_b1_0', 'pod_scan_apk_b1', '1749331260', 'GPU-V100', 'k8s_container_vgpu_gpu_mem_usage', '0.80', '2026060800'),
('ctr_b1_0', 'pod_scan_apk_b1', '1749331320', 'GPU-V100', 'k8s_container_vgpu_gpu_mem_usage', '0.82', '2026060800'),
('ctr_b1_0', 'pod_scan_apk_b1', '1749331560', 'GPU-V100', 'k8s_container_vgpu_gpu_mem_usage', '0.78', '2026060800'),
-- pod_scan_apk_b1: metric='k8s_dcgm_fi_dev_fb_util'
('ctr_b1_1', 'pod_scan_apk_b1', '1749331260', 'GPU-V100', 'k8s_dcgm_fi_dev_fb_util', '55.0', '2026060800'),
('ctr_b1_1', 'pod_scan_apk_b1', '1749331320', 'GPU-V100', 'k8s_dcgm_fi_dev_fb_util', '58.3', '2026060800'),
('ctr_b1_1', 'pod_scan_apk_b1', '1749331560', 'GPU-V100', 'k8s_dcgm_fi_dev_fb_util', '52.1', '2026060800'),
-- pod_scan_apk_b2: metric='k8s_container_vgpu_gpu_mem_usage'
('ctr_b2_0', 'pod_scan_apk_b2', '1749331275', 'GPU-V100', 'k8s_container_vgpu_gpu_mem_usage', '0.75', '2026060800'),
('ctr_b2_0', 'pod_scan_apk_b2', '1749331335', 'GPU-V100', 'k8s_container_vgpu_gpu_mem_usage', '0.77', '2026060800'),
-- pod_scan_apk_b2: metric='k8s_dcgm_fi_dev_fb_util'
('ctr_b2_1', 'pod_scan_apk_b2', '1749331275', 'GPU-V100', 'k8s_dcgm_fi_dev_fb_util', '50.8', '2026060800'),
('ctr_b2_1', 'pod_scan_apk_b2', '1749331335', 'GPU-V100', 'k8s_dcgm_fi_dev_fb_util', '53.2', '2026060800');
-- ============================================================
-- Input table 2: Pod-to-instance mapping
-- ============================================================
CREATE TABLE IF NOT EXISTS internal_platform_db.dwd_scan_instance_podname_prestosql_007 (
dt STRING,
instance_uuid STRING,
pod_name STRING,
pod_phase STRING,
namespace STRING
) STORED AS ORC;
INSERT INTO TABLE internal_platform_db.dwd_scan_instance_podname_prestosql_007 VALUES
('2026060800', 'inst_apk_scan_001', 'pod_scan_apk_a1', 'Running', 'apk-threat-scan'),
('2026060800', 'inst_apk_scan_001', 'pod_scan_apk_a2', 'Running', 'apk-threat-scan'),
('2026060800', 'inst_apk_scan_002', 'pod_scan_apk_b1', 'Running', 'apk-threat-scan'),
('2026060800', 'inst_apk_scan_002', 'pod_scan_apk_b2', 'Running', 'apk-threat-scan');
-- ============================================================
-- Input table 3: Task instance GPU config (dwd - primary source)
-- ============================================================
CREATE TABLE IF NOT EXISTS internal_platform_db.dwd_scan_task_instance_prestosql_007 (
databus_imp_date STRING,
instance_uuid STRING,
host_gpu_num DOUBLE,
host_num DOUBLE,
last_modify DOUBLE,
gpu_name STRING
) STORED AS ORC;
-- inst_apk_scan_001: 2 rows with different last_modify (need ROW_NUMBER dedup)
-- inst_apk_scan_002: only appears here with older last_modify
INSERT INTO TABLE internal_platform_db.dwd_scan_task_instance_prestosql_007 VALUES
('2026060800', 'inst_apk_scan_001', 4.0, 2.0, 1717761600.0, 'GPU-A100'),
('2026060800', 'inst_apk_scan_001', 8.0, 4.0, 1717848000.0, 'GPU-A100'),
('2026060800', 'inst_apk_scan_002', 2.0, 1.0, 1717675200.0, 'GPU-V100');
-- ============================================================
-- Input table 4: Scan task instance config (secondary source, like hivesql_022's dual-table pattern)
-- ============================================================
CREATE TABLE IF NOT EXISTS internal_platform_db.scan_task_instance_prestosql_007 (
databus_imp_date STRING,
instance_uuid STRING,
host_gpu_num DOUBLE,
host_num DOUBLE,
last_modify DOUBLE,
gpu_name STRING,
scan_type STRING
) STORED AS ORC;
-- inst_apk_scan_002: newer config here (will win ROW_NUMBER dedup)
-- inst_apk_scan_003: only exists in this table (extra instance for completeness)
INSERT INTO TABLE internal_platform_db.scan_task_instance_prestosql_007 VALUES
('2026060800', 'inst_apk_scan_002', 4.0, 2.0, 1717934400.0, 'GPU-V100', 'full_scan'),
('2026060800', 'inst_apk_scan_003', 8.0, 4.0, 1717934400.0, 'GPU-A100', 'quick_scan');
-- ============================================================
-- GT output table
-- ============================================================
CREATE TABLE IF NOT EXISTS internal_platform_db.t_scan_instance_gpu_time_stats_prestosql_007 (
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
) STORED AS ORC;
-- ============================================================
-- Candidate output table
-- ============================================================
CREATE TABLE IF NOT EXISTS internal_platform_db.t_scan_instance_gpu_time_stats_cand_prestosql_007 (
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
) STORED AS ORC;
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