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DataClawEval / tasks /offline-compute /HiveSQL /hivesql_002 /init /init_db.sql
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CREATE DATABASE IF NOT EXISTS internal_platform_db;
-- Input table 1: notebook_span_info
CREATE TABLE IF NOT EXISTS internal_platform_db.notebook_span_info_query_engine_005 (
databus_imp_date STRING,
trace_id STRING,
span_kind STRING,
error_code STRING,
service_name STRING,
message STRING,
parent_span_id STRING,
span_name STRING,
duration BIGINT,
span_id STRING,
space_id STRING,
span_type STRING,
start_time STRING,
end_time STRING,
service_instance STRING,
status_code INT,
datawd_project_id STRING,
datawd_task_id STRING,
datawd_task_instance_id STRING,
compute_type STRING
) STORED AS ORC;
INSERT INTO TABLE internal_platform_db.notebook_span_info_query_engine_005 VALUES
('2026050700','trace_001','server','0','notebook-runner','','','runner.execute',60000,'s1','sp1','','1746460800000','1746547200000','inst1',0,'proj_1','task_1','inst_1','ray'),
('2026050700','trace_001','server','0','notebook-runner','','','execute.code',50000,'s2','sp1','','1746464400000','1746540000000','inst1',0,'proj_1','task_1','inst_1','ray'),
('2026050700','trace_001','server','0','notebook-runner','','','set.permanent.compute',5000,'s3','sp1','','1746460800000','1746463200000','inst1',0,'proj_1','task_1','inst_1','ray'),
('2026050500','trace_001','server','0','notebook-runner','','','runner.execute',60000,'s4','sp1','','1746460800000','1746547200000','inst1',0,'proj_1','task_1','inst_1','ray'),
('2026050500','trace_001','server','0','notebook-runner','','','execute.code',50000,'s5','sp1','','1746464400000','1746540000000','inst1',0,'proj_1','task_1','inst_1','ray'),
('2026050700','trace_002','server','0','notebook-runner','','','runner.execute',30000,'s6','sp2','','1746547200000','1746558000000','inst2',1,'proj_2','task_2','inst_2','ray'),
('2026050700','trace_002','server','0','notebook-runner','','','execute.code',25000,'s7','sp2','','1746548000000','1746556000000','inst2',1,'proj_2','task_2','inst_2','ray'),
('2026050700','trace_002','server','0','notebook-runner','','','create.non.permanent.compute',3000,'s8','sp2','','1746547200000','1746548000000','inst2',1,'proj_2','task_2','inst_2','ray');
-- Input table 2: dwd_gputj_service_instance_map
CREATE TABLE IF NOT EXISTS internal_platform_db.dwd_gputj_service_instance_map_query_engine_005 (
dt STRING,
service_name STRING,
instance_uuid STRING,
service_id BIGINT,
version_id BIGINT,
`desc` STRING,
create_time DOUBLE,
update_time DOUBLE,
workload_name STRING
) STORED AS ORC;
INSERT INTO TABLE internal_platform_db.dwd_gputj_service_instance_map_query_engine_005 VALUES
('2026050700','svc_a','uuid_001',1001,1,'desc1',1.0,2.0,'wl1'),
('2026050700','svc_b','uuid_002',1002,1,'desc2',1.0,2.0,'wl2');
-- Input table 3: dwd_ml_platform_instance_podname
CREATE TABLE IF NOT EXISTS internal_platform_db.dwd_ml_platform_instance_podname_query_engine_005 (
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_005 VALUES
('2026050700','uuid_001','pod_alpha','Running',1746460000,1746461000,'ns1','job1',1746460000,1746461000,1746461000),
('2026050700','uuid_002','pod_beta','Running',1746460000,1746461000,'ns2','job2',1746460000,1746461000,1746461000);
-- Input table 4: gputj_gpu_info_parsed_agg_1min (MINIMAL - only columns GT uses)
CREATE TABLE IF NOT EXISTS internal_platform_db.gputj_gpu_info_parsed_agg_1min_query_engine_005 (
dt STRING,
pod_name STRING,
pkg_agg_time STRING,
k8s_container_vgpu_gpu_util_sum DOUBLE,
k8s_container_vgpu_gpu_util_count BIGINT,
k8s_container_resource_request_gpu_sum DOUBLE,
k8s_container_resource_request_gpu_count BIGINT
) STORED AS ORC;
INSERT INTO TABLE internal_platform_db.gputj_gpu_info_parsed_agg_1min_query_engine_005 VALUES
('2026050700','pod_alpha','2026-05-06 02:00:00',160.0,2,4.0,2),
('2026050600','pod_alpha','2026-05-05 20:00:00',140.0,2,2.0,2);
-- Input table 5: notebook_engine_info
CREATE TABLE IF NOT EXISTS internal_platform_db.notebook_engine_info_query_engine_005 (
databus_imp_date STRING,
trace_id STRING,
service_name STRING,
compute_type STRING,
datawd_project_id STRING,
datawd_task_id STRING,
datawd_task_instance_id STRING,
is_permanent STRING,
serving_id STRING,
user_name STRING,
is_model_service STRING,
compute_info STRING,
num_gpu STRING,
replicas STRING,
gpu_type STRING,
`timestamp` STRING,
ray_job_id STRING,
reason STRING,
log_url STRING,
dashboard_url STRING
) STORED AS ORC;
INSERT INTO TABLE internal_platform_db.notebook_engine_info_query_engine_005 VALUES
('2026050700','trace_001','notebook-runner','ray','proj_1','task_1','inst_1','true','1001','user1','false','{}','2','1','A100','1746460800','job1','','',''),
('2026050700','trace_002','notebook-runner','ray','proj_2','task_2','inst_2','false','1002','user2','false','{}','1','2','V100','1746547200','job2','','','');
-- Target table
CREATE TABLE IF NOT EXISTS internal_platform_db.dwd_notebook_instance_pod_cross_day_detail_d_query_engine_005 (
trace_id STRING,
datawd_project_id STRING,
datawd_task_id STRING,
datawd_task_instance_id STRING,
compute_type STRING,
status_code INT,
instance_run_time INT,
code_run_time INT,
resource_wait_time INT,
code_start_time STRING,
code_end_time STRING,
instance_start_time STRING,
instance_end_time STRING,
serving_id STRING,
is_permanent STRING,
apply_for_gpu_count INT,
pod_name STRING,
pkg_agg_time STRING,
gpu_util DOUBLE,
gpu_count INT,
p_date STRING
) PARTITIONED BY (dt STRING) STORED AS ORC;
-- Agent 候选目标表
CREATE TABLE IF NOT EXISTS internal_platform_db.dwd_notebook_instance_pod_cross_day_detail_d_cand_query_engine_005 (
trace_id STRING,
datawd_project_id STRING,
datawd_task_id STRING,
datawd_task_instance_id STRING,
compute_type STRING,
status_code INT,
instance_run_time INT,
code_run_time INT,
resource_wait_time INT,
code_start_time STRING,
code_end_time STRING,
instance_start_time STRING,
instance_end_time STRING,
serving_id STRING,
is_permanent STRING,
apply_for_gpu_count INT,
pod_name STRING,
pkg_agg_time STRING,
gpu_util DOUBLE,
gpu_count INT,
p_date STRING
) PARTITIONED BY (dt STRING) STORED AS ORC;