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Optimize software/versions queries.#35670

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getvictor merged 17 commits intomainfrom
victor-34677-software-versions
Nov 19, 2025
Merged

Optimize software/versions queries.#35670
getvictor merged 17 commits intomainfrom
victor-34677-software-versions

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@getvictor getvictor commented Nov 12, 2025

Related issue: Resolves #34677 and Resolves #35349

Loadtest results:

Description               Average  Worst    Results
-----------               -------  -----    -------
Page 0, DESC order        441ms    506ms    20 items
Page 0, ASC order         1.099s   1.8s     20 items
Page 1000, DESC order     484ms    641ms    20 items
100 per_page              426ms    450ms    100 items
With CVE scores           467ms    630ms    20 items
Order by name, page 0     7.589s   7.812s   20 items
Order by name, page 1000  9.103s   9.656s   20 items
Vulnerable only           6.098s   6.34s    20 items
Search 'chrome'           14.305s  14.868s  20 items
Known exploit filter      20.253s  21.238s  20 items
Min CVSS score 7.0        33.743s  35.169s  20 items
Max CVSS score 8.0        39.825s  41.83s   20 items
CVSS range 7.0-9.0        42.556s  43.267s  20 items

Follow-up issue: #35799

Checklist for submitter

  • Changes file added for user-visible changes in changes/, orbit/changes/ or ee/fleetd-chrome/changes.
    See Changes files for more information.

Testing

Database migrations

  • Checked schema for all modified table for columns that will auto-update timestamps during migration.

Summary by CodeRabbit

  • Refactor
    • Improved software listing and counting performance via database index and query optimizations, resulting in faster retrieval and reduced load times for software lists across team and global views.
  • Chores
    • Added a migration to apply the index changes and updated migration tracking.

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@coderabbitai full review

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coderabbitai Bot commented Nov 12, 2025

✅ Actions performed

Full review triggered.

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coderabbitai Bot commented Nov 12, 2025

Walkthrough

Adds a new MySQL migration to replace an index on software_host_counts and implements an optimized, index-backed query path and counting path in the software listing code that uses the new index when eligible, with fallbacks to the existing query builder.

Changes

Cohort / File(s) Summary
Database migration
server/datastore/mysql/migrations/tables/20251112120000_OptimizeSoftwareHostCountsIndex.go
New migration registering Up_20251112120000 and Down_20251112120000. Up drops the old software_host_counts index and creates idx_software_host_counts_team_global_hosts_desc on (team_id, global_stats, hosts_count DESC, software_id) with error wrapping; Down is a no-op.
Schema definition
server/datastore/mysql/schema.sql
Bumped migration_status_tables AUTO_INCREMENT and updated the software_host_counts index definition/name to include global_stats and a descending hosts_count column ordering.
Query optimization
server/datastore/mysql/software.go
Adds fast-path helpers (canUseOptimizedListQuery, isMultiColumnSort, etc.), buildOptimizedListSoftwareSQL to emit an inner/outer index-friendly query against software_host_counts, routes selectSoftwareSQL to the optimized path when applicable, and updates countSoftwareDB to use the optimized counting path with fallbacks for host-scoped or otherwise ineligible cases.

Sequence Diagram

sequenceDiagram
    participant Caller
    participant selectSoftwareSQL
    participant canUseOptimizedListQuery
    participant buildOptimizedListSoftwareSQL
    participant countSoftwareDB
    participant DB as Database

    Caller->>selectSoftwareSQL: Request software list (filters, order, page)
    selectSoftwareSQL->>canUseOptimizedListQuery: Check eligibility
    alt optimized path
        canUseOptimizedListQuery-->>selectSoftwareSQL: true
        selectSoftwareSQL->>buildOptimizedListSoftwareSQL: Build inner/outer index-backed SQL
        buildOptimizedListSoftwareSQL->>DB: Execute optimized query (software_host_counts index)
        DB-->>buildOptimizedListSoftwareSQL: Rows (IDs, counts)
        buildOptimizedListSoftwareSQL->>DB: Fetch full software rows by ID (join)
        DB-->>buildOptimizedListSoftwareSQL: Full software rows
        buildOptimizedListSoftwareSQL-->>selectSoftwareSQL: Paginated results
    else fallback path
        canUseOptimizedListQuery-->>selectSoftwareSQL: false
        selectSoftwareSQL->>DB: Execute standard goqu-built query
        DB-->>selectSoftwareSQL: Results
    end
    selectSoftwareSQL-->>Caller: Return list

    Caller->>countSoftwareDB: Request count
    alt use optimized count
        countSoftwareDB->>DB: COUNT from software_host_counts (with filters)
    else standard count
        countSoftwareDB->>DB: Standard count query (possibly join)
    end
    DB-->>countSoftwareDB: Count
    countSoftwareDB-->>Caller: Return count
Loading

Estimated code review effort

🎯 4 (Complex) | ⏱️ ~45 minutes

  • Areas needing careful review:
    • Migration definition and index DDL vs. schema.sql consistency.
    • canUseOptimizedListQuery decision logic (edge cases: HostID, multi-column sorts, CVE ordering).
    • Correctness and SQL injection safety in buildOptimizedListSoftwareSQL (inner/outer query, pagination, joins).
    • countSoftwareDB behavior and parity with previous counts for host-scoped queries and when CVE-related filters apply.

Suggested reviewers

  • sgress454
  • ksykulev
  • mostlikelee

Pre-merge checks and finishing touches

❌ Failed checks (1 warning)
Check name Status Explanation Resolution
Docstring Coverage ⚠️ Warning Docstring coverage is 37.50% which is insufficient. The required threshold is 80.00%. You can run @coderabbitai generate docstrings to improve docstring coverage.
✅ Passed checks (4 passed)
Check name Status Explanation
Title check ✅ Passed The title 'Optimize software/versions queries.' is concise and directly describes the main change, which is optimizing queries for software and versions endpoints.
Linked Issues check ✅ Passed The changes implement the core objectives from #34677: optimizing COUNT queries by removing CVE joins, optimizing the main query by adding a composite index and implementing a fast-path query logic for software listing [#34677].
Out of Scope Changes check ✅ Passed All changes align with the optimization objectives: the migration optimizes the index, schema.sql reflects the index changes, and software.go implements the optimized query logic with fast-path routing.
Description check ✅ Passed The PR description includes the required issue reference, loadtest results demonstrating performance improvements, and completed checklist items for changes file, testing, and database migrations.
✨ Finishing touches
  • 📝 Generate docstrings
🧪 Generate unit tests (beta)
  • Create PR with unit tests
  • Post copyable unit tests in a comment
  • Commit unit tests in branch victor-34677-software-versions

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Actionable comments posted: 1

📜 Review details

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 2915c4b and b47338d.

📒 Files selected for processing (3)
  • server/datastore/mysql/migrations/tables/20251112120000_OptimizeSoftwareHostCountsIndex.go (1 hunks)
  • server/datastore/mysql/schema.sql (2 hunks)
  • server/datastore/mysql/software.go (2 hunks)
🧰 Additional context used
📓 Path-based instructions (1)
**/*.go

⚙️ CodeRabbit configuration file

When reviewing SQL queries that are added or modified, ensure that appropriate filtering criteria are applied—especially when a query is intended to return data for a specific entity (e.g., a single host). Check for missing WHERE clauses or incorrect filtering that could lead to incorrect or non-deterministic results (e.g., returning the first row instead of the correct one). Flag any queries that may return unintended results due to lack of precise scoping.

Files:

  • server/datastore/mysql/migrations/tables/20251112120000_OptimizeSoftwareHostCountsIndex.go
  • server/datastore/mysql/software.go
🧠 Learnings (3)
📚 Learning: 2025-07-08T16:13:39.114Z
Learnt from: getvictor
Repo: fleetdm/fleet PR: 30589
File: server/datastore/mysql/migrations/tables/20250707095725_HostIdentitySCEPCertificates.go:53-55
Timestamp: 2025-07-08T16:13:39.114Z
Learning: In the Fleet codebase, Down migration functions are intentionally left empty/no-op. The team does not implement rollback functionality for database migrations, so empty Down_* functions in migration files are correct and should not be flagged as issues.

Applied to files:

  • server/datastore/mysql/migrations/tables/20251112120000_OptimizeSoftwareHostCountsIndex.go
📚 Learning: 2025-08-01T15:08:16.858Z
Learnt from: sgress454
Repo: fleetdm/fleet PR: 31508
File: server/datastore/mysql/schema.sql:102-116
Timestamp: 2025-08-01T15:08:16.858Z
Learning: The schema.sql file in server/datastore/mysql/ is auto-generated from migrations for use with tests, so it cannot be manually edited. Any changes must be made through migrations.

Applied to files:

  • server/datastore/mysql/schema.sql
📚 Learning: 2025-09-12T13:04:23.777Z
Learnt from: getvictor
Repo: fleetdm/fleet PR: 32823
File: server/datastore/mysql/software.go:4457-4471
Timestamp: 2025-09-12T13:04:23.777Z
Learning: In the Fleet codebase, the `status` column in the `host_software_installs` table is defined as `GENERATED ALWAYS`, meaning it's automatically computed by the database based on other field values (like exit codes) and should not be explicitly included in INSERT statements.

Applied to files:

  • server/datastore/mysql/schema.sql
🔇 Additional comments (4)
server/datastore/mysql/migrations/tables/20251112120000_OptimizeSoftwareHostCountsIndex.go (3)

8-10: LGTM!

Migration registration follows the standard pattern.


12-36: Well-structured index optimization!

The migration properly optimizes the software_host_counts index by:

  1. Adding global_stats to enable efficient filtering by team_id + global_stats combination
  2. Using DESC on hosts_count to read rows in sorted order without additional sorting
  3. Including software_id at the end for uniqueness

The comments clearly explain the optimization benefits, and error handling is appropriate for both DROP and CREATE operations.


38-40: No-op Down migration is correct.

Empty Down migration function is intentional and follows the team's policy of not implementing rollback functionality for database migrations. Based on learnings.

server/datastore/mysql/schema.sql (1)

1684-1686: Schema changes correctly reflect the migration.

The schema.sql updates are consistent with the migration file:

  • AUTO_INCREMENT properly incremented to 445
  • New migration entry added for 20251112120000
  • Index definition idx_software_host_counts_team_global_hosts_desc matches the CREATE INDEX statement in the migration

Note: schema.sql is auto-generated from migrations, so these changes are expected. Based on learnings.

Also applies to: 2527-2527

Comment thread server/datastore/mysql/software.go Outdated
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codecov Bot commented Nov 13, 2025

Codecov Report

❌ Patch coverage is 86.63366% with 27 lines in your changes missing coverage. Please review.
✅ Project coverage is 66.28%. Comparing base (a1d52cc) to head (01b226a).
⚠️ Report is 1 commits behind head on main.

Files with missing lines Patch % Lines
server/datastore/mysql/software.go 88.39% 19 Missing and 2 partials ⚠️
.../20251117020000_OptimizeSoftwareHostCountsIndex.go 66.66% 4 Missing and 2 partials ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main   #35670      +/-   ##
==========================================
+ Coverage   66.26%   66.28%   +0.01%     
==========================================
  Files        2112     2113       +1     
  Lines      179579   179771     +192     
  Branches     7545     7546       +1     
==========================================
+ Hits       119004   119167     +163     
- Misses      49672    49698      +26     
- Partials    10903    10906       +3     
Flag Coverage Δ
backend 67.92% <86.63%> (+0.02%) ⬆️
frontend 53.97% <ø> (ø)

Flags with carried forward coverage won't be shown. Click here to find out more.

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@coderabbitai full review

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coderabbitai Bot commented Nov 13, 2025

✅ Actions performed

Full review triggered.

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Actionable comments posted: 0

🧹 Nitpick comments (1)
server/datastore/mysql/software.go (1)

1337-1529: Well-scoped fast path; consider adding a deterministic tie-breaker

The fast-path eligibility (canUseOptimizedListQuery) is nicely constrained to the intended “global list by hosts_count” cases: no HostID, no vulnerability filters, no search, and an effective order key of hosts_count only, with a guard against multi-column sorts. That aligns with the covering index on software_host_counts and keeps more complex combinations on the original goqu path.

The two-stage query in buildOptimizedListSoftwareSQL (inner covering-index scan + outer joins) also looks correct and preserves team/global_stats scoping and optional CVE score joins for the selected page only.

One optional improvement: pagination over large datasets is more robust if ties in hosts_count have a deterministic secondary ordering. Right now the SQL only orders by hosts_count, so rows with equal counts can be returned in an undefined order. You could make this stable (and still index-friendly) by ordering by software_id as a secondary key in both inner and outer queries:

-	innerSQL += " ORDER BY shc.hosts_count " + direction
+	innerSQL += " ORDER BY shc.hosts_count " + direction + ", shc.software_id ASC"
...
-	outerSQL += " ORDER BY top.hosts_count " + direction
+	outerSQL += " ORDER BY top.hosts_count " + direction + ", top.software_id ASC"

This keeps pagination consistent across pages when multiple software entries share the same hosts_count while still leveraging the (team_id, global_stats, hosts_count DESC, software_id) index.

📜 Review details

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 2915c4b and 9b0038e.

📒 Files selected for processing (3)
  • server/datastore/mysql/migrations/tables/20251112120000_OptimizeSoftwareHostCountsIndex.go (1 hunks)
  • server/datastore/mysql/schema.sql (2 hunks)
  • server/datastore/mysql/software.go (2 hunks)
🧰 Additional context used
📓 Path-based instructions (1)
**/*.go

⚙️ CodeRabbit configuration file

When reviewing SQL queries that are added or modified, ensure that appropriate filtering criteria are applied—especially when a query is intended to return data for a specific entity (e.g., a single host). Check for missing WHERE clauses or incorrect filtering that could lead to incorrect or non-deterministic results (e.g., returning the first row instead of the correct one). Flag any queries that may return unintended results due to lack of precise scoping.

Files:

  • server/datastore/mysql/software.go
  • server/datastore/mysql/migrations/tables/20251112120000_OptimizeSoftwareHostCountsIndex.go
🧠 Learnings (3)
📚 Learning: 2025-07-08T16:13:39.114Z
Learnt from: getvictor
Repo: fleetdm/fleet PR: 30589
File: server/datastore/mysql/migrations/tables/20250707095725_HostIdentitySCEPCertificates.go:53-55
Timestamp: 2025-07-08T16:13:39.114Z
Learning: In the Fleet codebase, Down migration functions are intentionally left empty/no-op. The team does not implement rollback functionality for database migrations, so empty Down_* functions in migration files are correct and should not be flagged as issues.

Applied to files:

  • server/datastore/mysql/migrations/tables/20251112120000_OptimizeSoftwareHostCountsIndex.go
📚 Learning: 2025-08-01T15:08:16.858Z
Learnt from: sgress454
Repo: fleetdm/fleet PR: 31508
File: server/datastore/mysql/schema.sql:102-116
Timestamp: 2025-08-01T15:08:16.858Z
Learning: The schema.sql file in server/datastore/mysql/ is auto-generated from migrations for use with tests, so it cannot be manually edited. Any changes must be made through migrations.

Applied to files:

  • server/datastore/mysql/schema.sql
📚 Learning: 2025-09-12T13:04:23.777Z
Learnt from: getvictor
Repo: fleetdm/fleet PR: 32823
File: server/datastore/mysql/software.go:4457-4471
Timestamp: 2025-09-12T13:04:23.777Z
Learning: In the Fleet codebase, the `status` column in the `host_software_installs` table is defined as `GENERATED ALWAYS`, meaning it's automatically computed by the database based on other field values (like exit codes) and should not be explicitly included in INSERT statements.

Applied to files:

  • server/datastore/mysql/schema.sql
🔇 Additional comments (5)
server/datastore/mysql/schema.sql (2)

1678-1686: migration_status_tables entry and AUTO_INCREMENT look consistent

AUTO_INCREMENT=445 and the appended row with id=444/version_id=20251112120000 match the new migration. Just ensure schema.sql was regenerated from migrations rather than edited directly. Based on learnings


2518-2528: New software_host_counts index matches migration and optimization goal

The added index idx_software_host_counts_team_global_hosts_desc (team_id, global_stats, hosts_count DESC, software_id) aligns with the new migration and should support fast, ordered scans for the optimized software-versions queries. No issues spotted here.

server/datastore/mysql/migrations/tables/20251112120000_OptimizeSoftwareHostCountsIndex.go (1)

8-40: Index migration is correct and aligned with schema/sql

Up drops the old idx_software_host_counts_team_id_hosts_count_software_id index and creates idx_software_host_counts_team_global_hosts_desc (team_id, global_stats, hosts_count DESC, software_id), matching the schema and the intended optimized query path. A no-op Down is consistent with Fleet’s migration pattern.

server/datastore/mysql/software.go (2)

1532-1539: Fast-path routing from selectSoftwareSQL preserves fallback behavior

The early check in selectSoftwareSQL to delegate to buildOptimizedListSoftwareSQL only when canUseOptimizedListQuery(opts) is true cleanly separates the optimized host-count listing from all other cases. Because canUseOptimizedListQuery requires HostID == nil and orderKey == "hosts_count" (plus no CVE filters or search), host-specific queries, non–hosts_count orderings, and CVE-driven scenarios all continue to use the original goqu-based builder unchanged. This keeps the public API behavior intact while enabling the optimized path where it’s safe.


1794-1897: Optimized countSoftwareDB correctly mirrors list filters while avoiding the heavy subquery

The new countSoftwareDB logic for HostID == nil looks sound:

  • It always scopes to software_host_counts with shc.hosts_count > 0 and the same team_id/global_stats combinations as the list query, so counts stay aligned with what the list returns.
  • Conditional joins to software, software_cve, and cve_meta based on MatchQuery, VulnerableOnly, and CVE meta filters ensure you only pay for the joins when needed, while COUNT(DISTINCT shc.software_id) protects against duplication when those joins are present.
  • The host-specific path correctly falls back to the existing selectSoftwareSQL-based subquery count, with pagination options stripped from ListOptions so you always count the full result set.

Overall this should significantly reduce COUNT query cost without changing the semantics of existing filters or scoping.

@getvictor getvictor marked this pull request as ready for review November 17, 2025 16:08
@getvictor getvictor requested review from a team as code owners November 17, 2025 16:08
mostlikelee
mostlikelee previously approved these changes Nov 19, 2025
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Great optimization. I'm hoping we get to discuss this datastore API in the near future, the surface area seems too large.

@getvictor getvictor merged commit 3724166 into main Nov 19, 2025
61 of 63 checks passed
@getvictor getvictor deleted the victor-34677-software-versions branch November 19, 2025 20:50
getvictor added a commit that referenced this pull request Nov 26, 2025
<!-- Add the related story/sub-task/bug number, like Resolves #123, or
remove if NA -->
**Related issue:** Resolves #34677 and Resolves #35349

Loadtest results:
```text
Description               Average  Worst    Results
-----------               -------  -----    -------
Page 0, DESC order        441ms    506ms    20 items
Page 0, ASC order         1.099s   1.8s     20 items
Page 1000, DESC order     484ms    641ms    20 items
100 per_page              426ms    450ms    100 items
With CVE scores           467ms    630ms    20 items
Order by name, page 0     7.589s   7.812s   20 items
Order by name, page 1000  9.103s   9.656s   20 items
Vulnerable only           6.098s   6.34s    20 items
Search 'chrome'           14.305s  14.868s  20 items
Known exploit filter      20.253s  21.238s  20 items
Min CVSS score 7.0        33.743s  35.169s  20 items
Max CVSS score 8.0        39.825s  41.83s   20 items
CVSS range 7.0-9.0        42.556s  43.267s  20 items
```

Follow-up issue: #35799

# Checklist for submitter

- [x] Changes file added for user-visible changes in `changes/`,
`orbit/changes/` or `ee/fleetd-chrome/changes`.
See [Changes
files](https://github.com/fleetdm/fleet/blob/main/docs/Contributing/guides/committing-changes.md#changes-files)
for more information.

## Testing

- [x] Added/updated automated tests
- [x] Where appropriate, [automated tests simulate multiple hosts and
test for host
isolation](https://github.com/fleetdm/fleet/blob/main/docs/Contributing/reference/patterns-backend.md#unit-testing)
(updates to one hosts's records do not affect another)

- [x] QA'd all new/changed functionality manually

## Database migrations

- [x] Checked schema for all modified table for columns that will
auto-update timestamps during migration.
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit

* **Refactor**
* Improved software listing and counting performance via database index
and query optimizations, resulting in faster retrieval and reduced load
times for software lists across team and global views.
* **Chores**
* Added a migration to apply the index changes and updated migration
tracking.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->

(cherry picked from commit 3724166)
getvictor added a commit that referenced this pull request Nov 26, 2025
<!-- Add the related story/sub-task/bug number, like Resolves #123, or
remove if NA -->
**Related issue:** Resolves #34677 and Resolves #35349

Loadtest results:
```text
Description               Average  Worst    Results
-----------               -------  -----    -------
Page 0, DESC order        441ms    506ms    20 items
Page 0, ASC order         1.099s   1.8s     20 items
Page 1000, DESC order     484ms    641ms    20 items
100 per_page              426ms    450ms    100 items
With CVE scores           467ms    630ms    20 items
Order by name, page 0     7.589s   7.812s   20 items
Order by name, page 1000  9.103s   9.656s   20 items
Vulnerable only           6.098s   6.34s    20 items
Search 'chrome'           14.305s  14.868s  20 items
Known exploit filter      20.253s  21.238s  20 items
Min CVSS score 7.0        33.743s  35.169s  20 items
Max CVSS score 8.0        39.825s  41.83s   20 items
CVSS range 7.0-9.0        42.556s  43.267s  20 items
```

Follow-up issue: #35799

# Checklist for submitter

- [x] Changes file added for user-visible changes in `changes/`,
`orbit/changes/` or `ee/fleetd-chrome/changes`.
See [Changes

files](https://github.com/fleetdm/fleet/blob/main/docs/Contributing/guides/committing-changes.md#changes-files)
for more information.

## Testing

- [x] Added/updated automated tests
- [x] Where appropriate, [automated tests simulate multiple hosts and
test for host

isolation](https://github.com/fleetdm/fleet/blob/main/docs/Contributing/reference/patterns-backend.md#unit-testing)
(updates to one hosts's records do not affect another)

- [x] QA'd all new/changed functionality manually

## Database migrations

- [x] Checked schema for all modified table for columns that will
auto-update timestamps during migration.
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit

* **Refactor**
* Improved software listing and counting performance via database index
and query optimizations, resulting in faster retrieval and reduced load
times for software lists across team and global views.
* **Chores**
* Added a migration to apply the index changes and updated migration
tracking.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->

(cherry picked from commit 3724166)
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