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@selenium-ci selenium-ci commented Jan 18, 2026

This PR contains the results of the autoscaling tests in Kubernetes

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qodo-code-review bot commented Jan 18, 2026

PR Compliance Guide 🔍

Below is a summary of compliance checks for this PR:

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No security concerns identified No security vulnerabilities detected by AI analysis. Human verification advised for critical code.
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qodo-code-review bot commented Jan 18, 2026

PR Code Suggestions ✨

Explore these optional code suggestions:

CategorySuggestion                                                                                                                                    Impact
High-level
Avoid committing test results into Git

Avoid storing raw test results in Git to prevent repository bloat. Instead, use
an artifact repository and have the CI pipeline publish results to a dashboard
for analysis.

Examples:

.keda/results_test_k8s_autoscaling_deployment_count.md [1-22]
| Iteration | New request sessions | Sessions created time | Sessions failed to create | New pods scaled up | Total running sessions | Total running pods | Max sessions per pod | Gaps | Sessions closed |
| --------- | -------------------- | --------------------- | ------------------------- | ------------------ | ---------------------- | ------------------ | -------------------- | ---- | --------------- |
| 1         | 2                    | 0.09 s                | 2                         | 0                  | 0                      | 0                  | 1                    | 0    | 0               |
| 2         | 3                    | 48.48 s               | 0                         | 3                  | 3                      | 3                  | 1                    | 0    | 0               |
| 3         | 3                    | 74.70 s               | 0                         | 5                  | 6                      | 8                  | 1                    | 2    | 0               |
| 4         | 1                    | 22.30 s               | 0                         | 1                  | 7                      | 9                  | 1                    | 2    | 0               |
| 5         | 2                    | 39.01 s               | 0                         | 2                  | 9                      | 11                 | 1                    | 2    | 0               |
| 6         | 2                    | 46.18 s               | 0                         | 2                  | 11                     | 13                 | 1                    | 2    | 11              |
| 7         | 2                    | 21.02 s               | 0                         | 0                  | 2                      | 13                 | 1                    | 11   | 0               |
| 8         | 3                    | 16.96 s               | 0                         | 0                  | 5                      | 13                 | 1                    | 8    | 0               |

 ... (clipped 12 lines)
.keda/results_test_k8s_autoscaling_deployment_count_in_chaos.md [1-22]
| Iteration | New request sessions | Sessions created time | Sessions failed to create | New pods scaled up | Total running sessions | Total running pods | Max sessions per pod | Gaps | Sessions closed |
| --------- | -------------------- | --------------------- | ------------------------- | ------------------ | ---------------------- | ------------------ | -------------------- | ---- | --------------- |
| 1         | 4                    | 65.28 s               | 0                         | 6                  | 4                      | 6                  | 1                    | 2    | 4               |
| 2         | 5                    | 45.63 s               | 0                         | 2                  | 5                      | 8                  | 1                    | 3    | 5               |
| 3         | 3                    | 5.61 s                | 0                         | 0                  | 3                      | 8                  | 1                    | 5    | 3               |
| 4         | 6                    | 45.56 s               | 0                         | 1                  | 6                      | 9                  | 1                    | 3    | 6               |
| 5         | 5                    | 15.76 s               | 0                         | 1                  | 5                      | 10                 | 1                    | 5    | 5               |
| 6         | 5                    | 16.98 s               | 0                         | 1                  | 5                      | 11                 | 1                    | 6    | 3               |
| 7         | 6                    | 53.81 s               | 0                         | 2                  | 8                      | 13                 | 1                    | 5    | 8               |
| 8         | 4                    | 16.04 s               | 0                         | 0                  | 4                      | 13                 | 1                    | 9    | 4               |

 ... (clipped 12 lines)

Solution Walkthrough:

Before:

// Process: Test results are stored as markdown files in the git repository.
// A PR is created to update these files after each test run.

// .keda/results_test_k8s_autoscaling_deployment_count.md
| Iteration | New request sessions | Sessions created time | ... |
| --------- | -------------------- | --------------------- | --- |
| 1         | 2                    | 0.09 s                | ... |
| 2         | 3                    | 48.48 s               | ... |
| ...       | ...                  | ...                   | ... |

After:

// Process: Test results are handled by a CI/CD pipeline.
// 1. Tests are executed.
// 2. Results are uploaded to an artifact storage (e.g., S3, Artifactory).
// 3. A dashboard or reporting tool consumes the results for visualization.
// The git repository no longer stores the raw result files.

// Repository state:
// .keda/ folder does not contain result*.md files.
// Git history is clean from test result data churn.
Suggestion importance[1-10]: 8

__

Why: The suggestion addresses the entire PR's purpose by highlighting a significant repository management anti-pattern and proposing a standard, more scalable solution.

Medium
General
Automate markdown report

Automate the generation of markdown report tables from test results to prevent
manual errors and ensure data consistency across files.

.keda/results_test_k8s_autoscaling_deployment_count_with_node_max_sessions.md [1]

-| Iteration | New request sessions | Sessions created time | Sessions failed to create | New pods scaled up | Total running sessions | Total running pods | Max sessions per pod | Gaps | Sessions closed |
+```bash
+./scripts/generate_k8s_autoscaling_report.sh --mode=deployment --output .keda/results_test_k8s_autoscaling_*.md
+```
  • Apply / Chat
Suggestion importance[1-10]: 2

__

Why: This is a general process improvement suggestion that is not directly related to the code changes in the PR, which only involve updating data in existing markdown files.

Low
  • Update

@VietND96 VietND96 merged commit 4b85302 into trunk Jan 22, 2026
1 check passed
@VietND96 VietND96 deleted the autoscaling-results branch January 22, 2026 09:28
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