Add migration with alternative reduces index set

Entire-Checkpoint: af7afc9a29ff
2026-03-15 04:17:30 +01:00 · 2026-03-11 05:46:03 +01:00
parent eba3995610
commit 301e590580
7 changed files with 551 additions and 26 deletions
--- a/.entire/logs/entire.log
+++ b/.entire/logs/entire.log
@@ -22,3 +22,26 @@
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--- a/.entire/metadata/42401d2e-7d1c-4c0e-abe6-356cb2d48747/full.jsonl
+++ b/.entire/metadata/42401d2e-7d1c-4c0e-abe6-356cb2d48747/full.jsonl
--- a/.entire/metadata/42401d2e-7d1c-4c0e-abe6-356cb2d48747/prompt.txt
+++ b/.entire/metadata/42401d2e-7d1c-4c0e-abe6-356cb2d48747/prompt.txt
@@ -1 +1 @@
-There also have to be bugs in jobQuery.go . Especially the following query triggers the memory leak: SELECT * FROM job WHERE job.job_state IN ("completed", "running", "failed") ORDER BY job.start_time DESC LIMIT 1 OFFSET 10; Dig deeper to find the cause. Also investigate why no existing index is used for this query.
+What optimal index selection do you suggest? The job table contains almost 20 million jobs in production causing timouts on any filter query that does not use and index.
--- a/.entire/metadata/42401d2e-7d1c-4c0e-abe6-356cb2d48747/summary.txt
+++ b/.entire/metadata/42401d2e-7d1c-4c0e-abe6-356cb2d48747/summary.txt
@@ -1,27 +1,9 @@
-All passes. Here's a summary of findings and fixes:

---

-## Findings
+The plan reduces 79 indexes to 20 by:

-### Bug 1: Missing `defer rows.Close()` in `user.go:GetLdapUsernames()` (line 100)
-**Fixed.** Every call leaked a database connection and its buffers.
+- **Eliminating entire categories**: all `shared`-prefixed (16), all user/project sort variants (11), all standalone single-filter sorts (11)
+- **Consolidating**: cluster+jobstate sort variants replaced by `(cluster, sort_col)` which works for any state combo with LIMIT
+- **Keeping what matters**: the indexes SQLite actually picks with ANALYZE — `jobs_starttime`, `jobs_cluster_starttime_duration`, `jobs_user_starttime_duration`, `jobs_cluster_jobstate_duration_starttime`, and a few secondary sort indexes

-### Bug 2: SQLite never runs `ANALYZE` — wrong index selection
-**Fixed.** Added `ANALYZE` to `setupSqlite()` in `dbConnection.go`.
-
-Without statistics in `sqlite_stat1`, SQLite's query planner **guessed** and chose `jobs_jobstate_energy` (a terrible index for this query) instead of scanning `jobs_starttime` in reverse. The result:
-
-| | Before ANALYZE | After ANALYZE |
-|---|---|---|
-| Index used | `jobs_jobstate_energy` | `jobs_starttime` |
-| Sort | **TEMP B-TREE** (materializes ALL rows) | None (index order) |
-| Memory | Proportional to total matching rows | Constant |
-| I/O | Full scan of all matching rows | Stops at OFFSET+LIMIT |
-
-### Bug 3: `IN` clause + `ORDER BY` is fundamentally incompatible with composite indexes
-
-Even with the "correct" index `(job_state, start_time)`, SQLite **cannot** merge-sort across 3 separate index range scans for `IN ('completed','running','failed')`. It always falls back to a temp B-tree sort. The only efficient plan is to use the standalone `jobs_starttime` index — which SQLite does automatically **after ANALYZE** because it realizes the 3 states cover virtually all rows, making the WHERE clause nearly a no-op.
-
-### Observation: 79 indexes on the `job` table
-This is excessive and actively harmful — it confuses the query planner (especially without ANALYZE) and slows writes. The `jobs_jobstate_starttime` index from migration 08 is also missing from the actual DB (only the 3-column `jobs_jobstate_starttime_duration` exists). This is worth investigating separately but is a schema/migration concern, not a code bug.
+Key trade-off: ~20% of queries that sort by rare columns (num_hwthreads, num_acc, energy) with a state filter will now do a cheap per-row state check instead of using a 3-column composite. With LIMIT this is negligible.
--- a/internal/repository/migration.go
+++ b/internal/repository/migration.go
@@ -21,10 +21,11 @@ import (
 // is added to internal/repository/migrations/sqlite3/.
 //
 // Version history:
-//   - Version 10: Current version
+//   - Version 11: Optimize job table indexes (reduce from ~78 to 20)
+//   - Version 10: Node table
 //
 // Migration files are embedded at build time from the migrations directory.
-const Version uint = 10
+const Version uint = 11

 //go:embed migrations/*
 var migrationFiles embed.FS
--- a/internal/repository/migrations/sqlite3/11_optimize-indexes.down.sql
+++ b/internal/repository/migrations/sqlite3/11_optimize-indexes.down.sql
@@ -0,0 +1,161 @@
+-- Migration 11 DOWN: Restore all indexes from migration 09
+-- Reverts the index optimization by dropping the 20 optimized indexes
+-- and recreating the original full set.
+
+-- ============================================================
+-- Drop optimized indexes
+-- ============================================================
+
+DROP INDEX IF EXISTS jobs_starttime;
+DROP INDEX IF EXISTS jobs_cluster_starttime_duration;
+DROP INDEX IF EXISTS jobs_cluster_duration_starttime;
+DROP INDEX IF EXISTS jobs_cluster_jobstate_duration_starttime;
+DROP INDEX IF EXISTS jobs_cluster_jobstate_starttime_duration;
+DROP INDEX IF EXISTS jobs_cluster_user;
+DROP INDEX IF EXISTS jobs_cluster_project;
+DROP INDEX IF EXISTS jobs_cluster_subcluster;
+DROP INDEX IF EXISTS jobs_cluster_numnodes;
+DROP INDEX IF EXISTS jobs_user_starttime_duration;
+DROP INDEX IF EXISTS jobs_project_starttime_duration;
+DROP INDEX IF EXISTS jobs_jobstate_project;
+DROP INDEX IF EXISTS jobs_jobstate_user;
+DROP INDEX IF EXISTS jobs_jobstate_duration_starttime;
+DROP INDEX IF EXISTS jobs_arrayjobid;
+DROP INDEX IF EXISTS jobs_cluster_numhwthreads;
+DROP INDEX IF EXISTS jobs_cluster_numacc;
+DROP INDEX IF EXISTS jobs_cluster_energy;
+DROP INDEX IF EXISTS jobs_cluster_partition_starttime;
+DROP INDEX IF EXISTS jobs_cluster_partition_jobstate;
+
+-- ============================================================
+-- Recreate all indexes from migration 09
+-- ============================================================
+
+-- Cluster Filter
+CREATE INDEX IF NOT EXISTS jobs_cluster_user ON job (cluster, hpc_user);
+CREATE INDEX IF NOT EXISTS jobs_cluster_project ON job (cluster, project);
+CREATE INDEX IF NOT EXISTS jobs_cluster_subcluster ON job (cluster, subcluster);
+-- Cluster Filter Sorting
+CREATE INDEX IF NOT EXISTS jobs_cluster_numnodes ON job (cluster, num_nodes);
+CREATE INDEX IF NOT EXISTS jobs_cluster_numhwthreads ON job (cluster, num_hwthreads);
+CREATE INDEX IF NOT EXISTS jobs_cluster_numacc ON job (cluster, num_acc);
+CREATE INDEX IF NOT EXISTS jobs_cluster_energy ON job (cluster, energy);
+
+-- Cluster Time Filter Sorting
+CREATE INDEX IF NOT EXISTS jobs_cluster_duration_starttime ON job (cluster, duration, start_time);
+CREATE INDEX IF NOT EXISTS jobs_cluster_starttime_duration ON job (cluster, start_time, duration);
+
+-- Cluster+Partition Filter
+CREATE INDEX IF NOT EXISTS jobs_cluster_partition_user ON job (cluster, cluster_partition, hpc_user);
+CREATE INDEX IF NOT EXISTS jobs_cluster_partition_project ON job (cluster, cluster_partition, project);
+CREATE INDEX IF NOT EXISTS jobs_cluster_partition_jobstate ON job (cluster, cluster_partition, job_state);
+CREATE INDEX IF NOT EXISTS jobs_cluster_partition_shared ON job (cluster, cluster_partition, shared);
+
+-- Cluster+Partition Filter Sorting
+CREATE INDEX IF NOT EXISTS jobs_cluster_partition_numnodes ON job (cluster, cluster_partition, num_nodes);
+CREATE INDEX IF NOT EXISTS jobs_cluster_partition_numhwthreads ON job (cluster, cluster_partition, num_hwthreads);
+CREATE INDEX IF NOT EXISTS jobs_cluster_partition_numacc ON job (cluster, cluster_partition, num_acc);
+CREATE INDEX IF NOT EXISTS jobs_cluster_partition_energy ON job (cluster, cluster_partition, energy);
+
+-- Cluster+Partition Time Filter Sorting
+CREATE INDEX IF NOT EXISTS jobs_cluster_partition_duration_starttime ON job (cluster, cluster_partition, duration, start_time);
+CREATE INDEX IF NOT EXISTS jobs_cluster_partition_starttime_duration ON job (cluster, cluster_partition, start_time, duration);
+
+-- Cluster+JobState Filter
+CREATE INDEX IF NOT EXISTS jobs_cluster_jobstate_user ON job (cluster, job_state, hpc_user);
+CREATE INDEX IF NOT EXISTS jobs_cluster_jobstate_project ON job (cluster, job_state, project);
+-- Cluster+JobState Filter Sorting
+CREATE INDEX IF NOT EXISTS jobs_cluster_jobstate_numnodes ON job (cluster, job_state, num_nodes);
+CREATE INDEX IF NOT EXISTS jobs_cluster_jobstate_numhwthreads ON job (cluster, job_state, num_hwthreads);
+CREATE INDEX IF NOT EXISTS jobs_cluster_jobstate_numacc ON job (cluster, job_state, num_acc);
+CREATE INDEX IF NOT EXISTS jobs_cluster_jobstate_energy ON job (cluster, job_state, energy);
+
+-- Cluster+JobState Time Filter Sorting
+CREATE INDEX IF NOT EXISTS jobs_cluster_jobstate_starttime_duration ON job (cluster, job_state, start_time, duration);
+CREATE INDEX IF NOT EXISTS jobs_cluster_jobstate_duration_starttime ON job (cluster, job_state, duration, start_time);
+
+-- Cluster+Shared Filter
+CREATE INDEX IF NOT EXISTS jobs_cluster_shared_user ON job (cluster, shared, hpc_user);
+CREATE INDEX IF NOT EXISTS jobs_cluster_shared_project ON job (cluster, shared, project);
+-- Cluster+Shared Filter Sorting
+CREATE INDEX IF NOT EXISTS jobs_cluster_shared_numnodes ON job (cluster, shared, num_nodes);
+CREATE INDEX IF NOT EXISTS jobs_cluster_shared_numhwthreads ON job (cluster, shared, num_hwthreads);
+CREATE INDEX IF NOT EXISTS jobs_cluster_shared_numacc ON job (cluster, shared, num_acc);
+CREATE INDEX IF NOT EXISTS jobs_cluster_shared_energy ON job (cluster, shared, energy);
+
+-- Cluster+Shared Time Filter Sorting
+CREATE INDEX IF NOT EXISTS jobs_cluster_shared_starttime_duration ON job (cluster, shared, start_time, duration);
+CREATE INDEX IF NOT EXISTS jobs_cluster_shared_duration_starttime ON job (cluster, shared, duration, start_time);
+
+-- User Filter Sorting
+CREATE INDEX IF NOT EXISTS jobs_user_numnodes ON job (hpc_user, num_nodes);
+CREATE INDEX IF NOT EXISTS jobs_user_numhwthreads ON job (hpc_user, num_hwthreads);
+CREATE INDEX IF NOT EXISTS jobs_user_numacc ON job (hpc_user, num_acc);
+CREATE INDEX IF NOT EXISTS jobs_user_energy ON job (hpc_user, energy);
+
+-- User Time Filter Sorting
+CREATE INDEX IF NOT EXISTS jobs_user_starttime_duration ON job (hpc_user, start_time, duration);
+CREATE INDEX IF NOT EXISTS jobs_user_duration_starttime ON job (hpc_user, duration, start_time);
+
+-- Project Filter
+CREATE INDEX IF NOT EXISTS jobs_project_user ON job (project, hpc_user);
+-- Project Filter Sorting
+CREATE INDEX IF NOT EXISTS jobs_project_numnodes ON job (project, num_nodes);
+CREATE INDEX IF NOT EXISTS jobs_project_numhwthreads ON job (project, num_hwthreads);
+CREATE INDEX IF NOT EXISTS jobs_project_numacc ON job (project, num_acc);
+CREATE INDEX IF NOT EXISTS jobs_project_energy ON job (project, energy);
+
+-- Project Time Filter Sorting
+CREATE INDEX IF NOT EXISTS jobs_project_starttime_duration ON job (project, start_time, duration);
+CREATE INDEX IF NOT EXISTS jobs_project_duration_starttime ON job (project, duration, start_time);
+
+-- JobState Filter
+CREATE INDEX IF NOT EXISTS jobs_jobstate_user ON job (job_state, hpc_user);
+CREATE INDEX IF NOT EXISTS jobs_jobstate_project ON job (job_state, project);
+-- JobState Filter Sorting
+CREATE INDEX IF NOT EXISTS jobs_jobstate_numnodes ON job (job_state, num_nodes);
+CREATE INDEX IF NOT EXISTS jobs_jobstate_numhwthreads ON job (job_state, num_hwthreads);
+CREATE INDEX IF NOT EXISTS jobs_jobstate_numacc ON job (job_state, num_acc);
+CREATE INDEX IF NOT EXISTS jobs_jobstate_energy ON job (job_state, energy);
+
+-- JobState Time Filter Sorting
+CREATE INDEX IF NOT EXISTS jobs_jobstate_starttime_duration ON job (job_state, start_time, duration);
+CREATE INDEX IF NOT EXISTS jobs_jobstate_duration_starttime ON job (job_state, duration, start_time);
+
+-- Shared Filter
+CREATE INDEX IF NOT EXISTS jobs_shared_user ON job (shared, hpc_user);
+CREATE INDEX IF NOT EXISTS jobs_shared_project ON job (shared, project);
+-- Shared Filter Sorting
+CREATE INDEX IF NOT EXISTS jobs_shared_numnodes ON job (shared, num_nodes);
+CREATE INDEX IF NOT EXISTS jobs_shared_numhwthreads ON job (shared, num_hwthreads);
+CREATE INDEX IF NOT EXISTS jobs_shared_numacc ON job (shared, num_acc);
+CREATE INDEX IF NOT EXISTS jobs_shared_energy ON job (shared, energy);
+
+-- Shared Time Filter Sorting
+CREATE INDEX IF NOT EXISTS jobs_shared_starttime_duration ON job (shared, start_time, duration);
+CREATE INDEX IF NOT EXISTS jobs_shared_duration_starttime ON job (shared, duration, start_time);
+
+-- ArrayJob Filter
+CREATE INDEX IF NOT EXISTS jobs_arrayjobid_starttime ON job (array_job_id, start_time);
+CREATE INDEX IF NOT EXISTS jobs_cluster_arrayjobid_starttime ON job (cluster, array_job_id, start_time);
+
+-- Single filters with default starttime sorting
+CREATE INDEX IF NOT EXISTS jobs_duration_starttime ON job (duration, start_time);
+CREATE INDEX IF NOT EXISTS jobs_numnodes_starttime ON job (num_nodes, start_time);
+CREATE INDEX IF NOT EXISTS jobs_numhwthreads_starttime ON job (num_hwthreads, start_time);
+CREATE INDEX IF NOT EXISTS jobs_numacc_starttime ON job (num_acc, start_time);
+CREATE INDEX IF NOT EXISTS jobs_energy_starttime ON job (energy, start_time);
+
+-- Single filters with duration sorting
+CREATE INDEX IF NOT EXISTS jobs_starttime_duration ON job (start_time, duration);
+CREATE INDEX IF NOT EXISTS jobs_numnodes_duration ON job (num_nodes, duration);
+CREATE INDEX IF NOT EXISTS jobs_numhwthreads_duration ON job (num_hwthreads, duration);
+CREATE INDEX IF NOT EXISTS jobs_numacc_duration ON job (num_acc, duration);
+CREATE INDEX IF NOT EXISTS jobs_energy_duration ON job (energy, duration);
+
+-- Backup Indices For High Variety Columns
+CREATE INDEX IF NOT EXISTS jobs_starttime ON job (start_time);
+CREATE INDEX IF NOT EXISTS jobs_duration ON job (duration);
+
+-- Optimize DB index usage
+PRAGMA optimize;
--- a/internal/repository/migrations/sqlite3/11_optimize-indexes.up.sql
+++ b/internal/repository/migrations/sqlite3/11_optimize-indexes.up.sql
@@ -0,0 +1,221 @@
+-- Migration 11: Optimize job table indexes
+-- Reduces from ~78 indexes to 20 for better write performance,
+-- reduced disk usage, and more reliable query planner decisions.
+-- Requires ANALYZE to be run after migration (done automatically on startup).
+
+-- ============================================================
+-- Drop ALL existing job indexes (from migrations 08/09)
+-- sqlite_autoindex_job_1 (UNIQUE constraint) is kept automatically
+-- ============================================================
+
+-- Cluster Filter
+DROP INDEX IF EXISTS jobs_cluster_user;
+DROP INDEX IF EXISTS jobs_cluster_project;
+DROP INDEX IF EXISTS jobs_cluster_subcluster;
+-- Cluster Filter Sorting
+DROP INDEX IF EXISTS jobs_cluster_numnodes;
+DROP INDEX IF EXISTS jobs_cluster_numhwthreads;
+DROP INDEX IF EXISTS jobs_cluster_numacc;
+DROP INDEX IF EXISTS jobs_cluster_energy;
+-- Cluster Time Filter Sorting
+DROP INDEX IF EXISTS jobs_cluster_duration_starttime;
+DROP INDEX IF EXISTS jobs_cluster_starttime_duration;
+
+-- Cluster+Partition Filter
+DROP INDEX IF EXISTS jobs_cluster_partition_user;
+DROP INDEX IF EXISTS jobs_cluster_partition_project;
+DROP INDEX IF EXISTS jobs_cluster_partition_jobstate;
+DROP INDEX IF EXISTS jobs_cluster_partition_shared;
+-- Cluster+Partition Filter Sorting
+DROP INDEX IF EXISTS jobs_cluster_partition_numnodes;
+DROP INDEX IF EXISTS jobs_cluster_partition_numhwthreads;
+DROP INDEX IF EXISTS jobs_cluster_partition_numacc;
+DROP INDEX IF EXISTS jobs_cluster_partition_energy;
+-- Cluster+Partition Time Filter Sorting
+DROP INDEX IF EXISTS jobs_cluster_partition_duration_starttime;
+DROP INDEX IF EXISTS jobs_cluster_partition_starttime_duration;
+
+-- Cluster+JobState Filter
+DROP INDEX IF EXISTS jobs_cluster_jobstate_user;
+DROP INDEX IF EXISTS jobs_cluster_jobstate_project;
+-- Cluster+JobState Filter Sorting
+DROP INDEX IF EXISTS jobs_cluster_jobstate_numnodes;
+DROP INDEX IF EXISTS jobs_cluster_jobstate_numhwthreads;
+DROP INDEX IF EXISTS jobs_cluster_jobstate_numacc;
+DROP INDEX IF EXISTS jobs_cluster_jobstate_energy;
+-- Cluster+JobState Time Filter Sorting
+DROP INDEX IF EXISTS jobs_cluster_jobstate_starttime_duration;
+DROP INDEX IF EXISTS jobs_cluster_jobstate_duration_starttime;
+
+-- Cluster+Shared Filter
+DROP INDEX IF EXISTS jobs_cluster_shared_user;
+DROP INDEX IF EXISTS jobs_cluster_shared_project;
+-- Cluster+Shared Filter Sorting
+DROP INDEX IF EXISTS jobs_cluster_shared_numnodes;
+DROP INDEX IF EXISTS jobs_cluster_shared_numhwthreads;
+DROP INDEX IF EXISTS jobs_cluster_shared_numacc;
+DROP INDEX IF EXISTS jobs_cluster_shared_energy;
+-- Cluster+Shared Time Filter Sorting
+DROP INDEX IF EXISTS jobs_cluster_shared_starttime_duration;
+DROP INDEX IF EXISTS jobs_cluster_shared_duration_starttime;
+
+-- User Filter Sorting
+DROP INDEX IF EXISTS jobs_user_numnodes;
+DROP INDEX IF EXISTS jobs_user_numhwthreads;
+DROP INDEX IF EXISTS jobs_user_numacc;
+DROP INDEX IF EXISTS jobs_user_energy;
+-- User Time Filter Sorting
+DROP INDEX IF EXISTS jobs_user_starttime_duration;
+DROP INDEX IF EXISTS jobs_user_duration_starttime;
+
+-- Project Filter
+DROP INDEX IF EXISTS jobs_project_user;
+-- Project Filter Sorting
+DROP INDEX IF EXISTS jobs_project_numnodes;
+DROP INDEX IF EXISTS jobs_project_numhwthreads;
+DROP INDEX IF EXISTS jobs_project_numacc;
+DROP INDEX IF EXISTS jobs_project_energy;
+-- Project Time Filter Sorting
+DROP INDEX IF EXISTS jobs_project_starttime_duration;
+DROP INDEX IF EXISTS jobs_project_duration_starttime;
+
+-- JobState Filter
+DROP INDEX IF EXISTS jobs_jobstate_user;
+DROP INDEX IF EXISTS jobs_jobstate_project;
+-- JobState Filter Sorting
+DROP INDEX IF EXISTS jobs_jobstate_numnodes;
+DROP INDEX IF EXISTS jobs_jobstate_numhwthreads;
+DROP INDEX IF EXISTS jobs_jobstate_numacc;
+DROP INDEX IF EXISTS jobs_jobstate_energy;
+-- JobState Time Filter Sorting
+DROP INDEX IF EXISTS jobs_jobstate_starttime_duration;
+DROP INDEX IF EXISTS jobs_jobstate_duration_starttime;
+
+-- Shared Filter
+DROP INDEX IF EXISTS jobs_shared_user;
+DROP INDEX IF EXISTS jobs_shared_project;
+-- Shared Filter Sorting
+DROP INDEX IF EXISTS jobs_shared_numnodes;
+DROP INDEX IF EXISTS jobs_shared_numhwthreads;
+DROP INDEX IF EXISTS jobs_shared_numacc;
+DROP INDEX IF EXISTS jobs_shared_energy;
+-- Shared Time Filter Sorting
+DROP INDEX IF EXISTS jobs_shared_starttime_duration;
+DROP INDEX IF EXISTS jobs_shared_duration_starttime;
+
+-- ArrayJob Filter
+DROP INDEX IF EXISTS jobs_arrayjobid_starttime;
+DROP INDEX IF EXISTS jobs_cluster_arrayjobid_starttime;
+
+-- Single filters with default starttime sorting
+DROP INDEX IF EXISTS jobs_duration_starttime;
+DROP INDEX IF EXISTS jobs_numnodes_starttime;
+DROP INDEX IF EXISTS jobs_numhwthreads_starttime;
+DROP INDEX IF EXISTS jobs_numacc_starttime;
+DROP INDEX IF EXISTS jobs_energy_starttime;
+
+-- Single filters with duration sorting
+DROP INDEX IF EXISTS jobs_starttime_duration;
+DROP INDEX IF EXISTS jobs_numnodes_duration;
+DROP INDEX IF EXISTS jobs_numhwthreads_duration;
+DROP INDEX IF EXISTS jobs_numacc_duration;
+DROP INDEX IF EXISTS jobs_energy_duration;
+
+-- Backup Indices
+DROP INDEX IF EXISTS jobs_starttime;
+DROP INDEX IF EXISTS jobs_duration;
+
+-- Legacy indexes from migration 08 (may exist on older DBs)
+DROP INDEX IF EXISTS jobs_cluster;
+DROP INDEX IF EXISTS jobs_cluster_starttime;
+DROP INDEX IF EXISTS jobs_cluster_duration;
+DROP INDEX IF EXISTS jobs_cluster_partition;
+DROP INDEX IF EXISTS jobs_cluster_partition_starttime;
+DROP INDEX IF EXISTS jobs_cluster_partition_duration;
+DROP INDEX IF EXISTS jobs_cluster_partition_numnodes;
+DROP INDEX IF EXISTS jobs_cluster_partition_numhwthreads;
+DROP INDEX IF EXISTS jobs_cluster_partition_numacc;
+DROP INDEX IF EXISTS jobs_cluster_partition_energy;
+DROP INDEX IF EXISTS jobs_cluster_partition_jobstate_user;
+DROP INDEX IF EXISTS jobs_cluster_partition_jobstate_project;
+DROP INDEX IF EXISTS jobs_cluster_partition_jobstate_starttime;
+DROP INDEX IF EXISTS jobs_cluster_partition_jobstate_duration;
+DROP INDEX IF EXISTS jobs_cluster_partition_jobstate_numnodes;
+DROP INDEX IF EXISTS jobs_cluster_partition_jobstate_numhwthreads;
+DROP INDEX IF EXISTS jobs_cluster_partition_jobstate_numacc;
+DROP INDEX IF EXISTS jobs_cluster_partition_jobstate_energy;
+DROP INDEX IF EXISTS jobs_cluster_jobstate;
+DROP INDEX IF EXISTS jobs_cluster_jobstate_starttime;
+DROP INDEX IF EXISTS jobs_cluster_jobstate_duration;
+DROP INDEX IF EXISTS jobs_user;
+DROP INDEX IF EXISTS jobs_user_starttime;
+DROP INDEX IF EXISTS jobs_user_duration;
+DROP INDEX IF EXISTS jobs_project;
+DROP INDEX IF EXISTS jobs_project_starttime;
+DROP INDEX IF EXISTS jobs_project_duration;
+DROP INDEX IF EXISTS jobs_jobstate;
+DROP INDEX IF EXISTS jobs_jobstate_cluster;
+DROP INDEX IF EXISTS jobs_jobstate_starttime;
+DROP INDEX IF EXISTS jobs_jobstate_duration;
+DROP INDEX IF EXISTS jobs_numnodes;
+DROP INDEX IF EXISTS jobs_numhwthreads;
+DROP INDEX IF EXISTS jobs_numacc;
+DROP INDEX IF EXISTS jobs_energy;
+
+-- ============================================================
+-- Create optimized set of 20 indexes
+-- ============================================================
+
+-- GROUP 1: Global sort (1 index)
+-- Default sort for unfiltered/multi-state IN queries, time range, delete-before
+CREATE INDEX jobs_starttime ON job (start_time);
+
+-- GROUP 2: Cluster-prefixed (8 indexes)
+-- Cluster + default sort, concurrent jobs, time range within cluster
+CREATE INDEX jobs_cluster_starttime_duration ON job (cluster, start_time, duration);
+-- Cluster + sort by duration
+CREATE INDEX jobs_cluster_duration_starttime ON job (cluster, duration, start_time);
+-- COVERING for cluster+state aggregation; running jobs (cluster, state, duration>?)
+CREATE INDEX jobs_cluster_jobstate_duration_starttime ON job (cluster, job_state, duration, start_time);
+-- Cluster+state+sort start_time (single state equality)
+CREATE INDEX jobs_cluster_jobstate_starttime_duration ON job (cluster, job_state, start_time, duration);
+-- COVERING for GROUP BY user with cluster filter
+CREATE INDEX jobs_cluster_user ON job (cluster, hpc_user);
+-- GROUP BY project with cluster filter
+CREATE INDEX jobs_cluster_project ON job (cluster, project);
+-- GROUP BY subcluster with cluster filter
+CREATE INDEX jobs_cluster_subcluster ON job (cluster, subcluster);
+-- Cluster + sort by num_nodes (state filtered per-row, fast with LIMIT)
+CREATE INDEX jobs_cluster_numnodes ON job (cluster, num_nodes);
+
+-- GROUP 3: User-prefixed (1 index)
+-- Security filter (user role) + default sort
+CREATE INDEX jobs_user_starttime_duration ON job (hpc_user, start_time, duration);
+
+-- GROUP 4: Project-prefixed (1 index)
+-- Security filter (manager role) + default sort
+CREATE INDEX jobs_project_starttime_duration ON job (project, start_time, duration);
+
+-- GROUP 5: JobState-prefixed (3 indexes)
+-- State + project filter (for manager security within state query)
+CREATE INDEX jobs_jobstate_project ON job (job_state, project);
+-- State + user filter/aggregation
+CREATE INDEX jobs_jobstate_user ON job (job_state, hpc_user);
+-- COVERING for non-running jobs scan, state + sort duration
+CREATE INDEX jobs_jobstate_duration_starttime ON job (job_state, duration, start_time);
+
+-- GROUP 6: Rare filters (1 index)
+-- Array job lookup
+CREATE INDEX jobs_arrayjobid ON job (array_job_id);
+
+-- GROUP 7: Secondary sort columns (5 indexes)
+CREATE INDEX jobs_cluster_numhwthreads ON job (cluster, num_hwthreads);
+CREATE INDEX jobs_cluster_numacc ON job (cluster, num_acc);
+CREATE INDEX jobs_cluster_energy ON job (cluster, energy);
+-- Cluster+partition + sort start_time
+CREATE INDEX jobs_cluster_partition_starttime ON job (cluster, cluster_partition, start_time);
+-- Cluster+partition+state filter
+CREATE INDEX jobs_cluster_partition_jobstate ON job (cluster, cluster_partition, job_state);
+
+-- Optimize DB index usage
+PRAGMA optimize;