---
id: offline-compute_HiveSQL_hivesql_009
name: Compute GPU card-hours for task instances within 5-minute windows, joining Pod mapping and task instance configuration, outputting hourly instanc
category: offline-compute/HiveSQL
timeout_seconds: 600
modality: pure-text
engine: hivesql
---
## Prompt
Task Objective: Compute GPU card-hours for task instances within 5-minute windows, outputting hourly instance-level GPU usage statistics.

Inputs:
- `internal_platform_db.gputj_gpu_info_parsed_query_engine_022`
- `internal_platform_db.dwd_ml_platform_instance_podname_query_engine_022`
- `internal_platform_db.dwd_task_management_taskinstance2_query_engine_022`
- `internal_platform_db.task_management_taskinstance2_query_engine_022`

Processing Rules: Join the Pod mapping table with the task instance configuration table, aggregate GPU card-hours by 5-minute windows, and roll up to hourly-level statistics. The specific join keys and aggregation logic must be determined based on the table structures.

Output Requirements: Output the task instance GPU usage statistics, including fields such as instance identifier, time window, and GPU card-hours. The specific field list must be determined based on the output table structure.

Write Requirements: Write the results to `internal_platform_db.task_instance_gpu_time_stats_cand_query_engine_022`.

Please write the final HiveSQL to `result.sql` and execute it.