[ci] Upload autoscaling in K8s test results

[selenium-ci]

User description

This PR contains the results of the autoscaling tests in Kubernetes

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PR Type

Tests

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Description

• Updated Kubernetes autoscaling test results across multiple scenarios.

• Adjusted metrics for deployment count, job count, and chaos scenarios.

• Enhanced test data to reflect new scaling behaviors and session handling.

• Improved consistency and accuracy in test result documentation.

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Changes walkthrough 📝

Relevant files

Tests

results_test_k8s_autoscaling_deployment_count.md Updated deployment count autoscaling test results.              .keda/results_test_k8s_autoscaling_deployment_count.md Updated test results for deployment count autoscaling. Adjusted session creation times and pod scaling metrics. Refined data for gaps and session closures. +20/-20  results_test_k8s_autoscaling_deployment_count_in_chaos.md Updated deployment count chaos test results.                          .keda/results_test_k8s_autoscaling_deployment_count_in_chaos.md Updated test results for deployment count under chaos. Adjusted pod scaling and session metrics. Improved data consistency for chaos scenarios. +20/-20  results_test_k8s_autoscaling_deployment_count_with_node_max_sessions.md Updated deployment count with node max sessions results.  .keda/results_test_k8s_autoscaling_deployment_count_with_node_max_sessions.md Updated test results for deployment count with node max sessions. Adjusted scaling metrics and session handling. Enhanced data for session gaps and closures. +20/-20  results_test_k8s_autoscaling_job_count_strategy_default.md Updated job count strategy default test results.                  .keda/results_test_k8s_autoscaling_job_count_strategy_default.md Updated test results for job count strategy default. Adjusted pod scaling and session metrics. Refined data for session handling and closures. +20/-20  results_test_k8s_autoscaling_job_count_strategy_default_in_chaos.md Updated job count strategy chaos test results.                      .keda/results_test_k8s_autoscaling_job_count_strategy_default_in_chaos.md Updated test results for job count strategy default under chaos. Adjusted pod scaling and session metrics. Improved data consistency for chaos scenarios. +20/-20  results_test_k8s_autoscaling_job_count_strategy_default_with_node_max_sessions.md Updated job count with node max sessions results.                .keda/results_test_k8s_autoscaling_job_count_strategy_default_with_node_max_sessions.md Updated test results for job count strategy with node max sessions. Adjusted scaling metrics and session handling. Enhanced data for session gaps and closures. +20/-20

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[qodo-merge-pro]

PR Reviewer Guide 🔍

Here are some key observations to aid the review process:

⏱️ Estimated effort to review: 2 🔵🔵⚪⚪⚪

🧪 PR contains tests

🔒 No security concerns identified

⚡ Recommended focus areas for review Performance Degradation Session creation times show significant variance between iterations, ranging from 4.55s to 51.12s, which could indicate potential performance issues in the autoscaling system. | 1 | 3 | 51.12 s | 0 | 3 | 3 | 3 | 1 | 0 | 3 | | 2 | 3 | 33.01 s | 0 | 1 | 3 | 4 | 1 | 1 | 0 | | 3 | 1 | 13.03 s | 0 | 0 | 4 | 4 | 1 | 0 | 0 | | 4 | 3 | 47.49 s | 0 | 3 | 7 | 7 | 1 | 0 | 0 | | 5 | 1 | 31.93 s | 0 | 1 | 8 | 8 | 1 | 0 | 0 | | 6 | 2 | 46.39 s | 0 | 2 | 10 | 10 | 1 | 0 | 10 | | 7 | 2 | 13.55 s | 0 | 0 | 2 | 10 | 1 | 8 | 0 | | 8 | 2 | 37.20 s | 0 | 1 | 4 | 11 | 1 | 7 | 0 | | 9 | 1 | 13.56 s | 0 | 0 | 5 | 11 | 1 | 6 | 0 | | 10 | 2 | 12.78 s | 0 | 0 | 7 | 11 | 1 | 4 | 0 | | 11 | 2 | 35.07 s | 0 | 2 | 9 | 13 | 1 | 4 | 9 | | 12 | 3 | 13.74 s | 0 | 0 | 3 | 13 | 1 | 10 | 0 | | 13 | 1 | 4.55 s | 0 | 0 | 4 | 13 | 1 | 9 | 0 | | 14 | 3 | 7.52 s | 0 | 0 | 7 | 13 | 1 | 6 | 0 | | 15 | 1 | 4.93 s | 0 | 0 | 8 | 10 | 1 | 2 | 0 | | 16 | 2 | 28.89 s | 0 | 2 | 10 | 12 | 1 | 2 | 10 | | 17 | 2 | 5.27 s | 0 | 0 | 2 | 12 | 1 | 10 | 0 | | 18 | 1 | 13.58 s | 0 | 0 | 3 | 12 | 1 | 9 | 0 | | 19 | 2 | 9.77 s | 0 | 0 | 5 | 12 | 1 | 7 | 0 | | 20 | 3 | 6.80 s | 0 | 0 | 8 | 12 | 1 | 4 | 0 | Failed Sessions Initial iteration shows failed session creation attempts which could indicate configuration or startup issues in the autoscaling system. | 1 | 1 | 0.10 s | 1 | 0 | 0 | 0 | 1 | 0 | 0 | | 2 | 1 | 46.67 s | 0 | 1 | 1 | 1 | 1 | 0 | 0 |

[qodo-merge-pro]

PR Code Suggestions ✨

Explore these optional code suggestions:

Category	Suggestion	Score
Possible issue	Initial session creation failures should be eliminated to ensure reliable system startup The initial session creation failures in iteration 1 should be investigated and addressed. Having 2 failed sessions at startup could indicate configuration or resource availability issues. .keda/results_test_k8s_autoscaling_deployment_count_with_node_max_sessions.md [3] -| 1 | 2 | 0.08 s | 2 | 0 | 0 | 0 | 3 | 0 | 0 | +| 1 | 2 | 30.00 s | 0 | 2 | 2 | 2 | 3 | 0 | 0 | Apply this suggestion Suggestion importance[1-10]: 8 Why: The suggestion identifies a critical startup reliability issue where initial session creation is failing, which could impact system availability and user experience.	8
	System startup reliability needs improvement to prevent initial session creation failures Initial iteration shows 3 failed session creations, indicating potential startup issues that need investigation and fixing. .keda/results_test_k8s_autoscaling_job_count_strategy_default_with_node_max_sessions.md [3] -| 1 | 3 | 0.07 s | 3 | 0 | 0 | 0 | 3 | 0 | 0 | +| 1 | 3 | 30.00 s | 0 | 3 | 3 | 3 | 3 | 0 | 0 | Apply this suggestion Suggestion importance[1-10]: 8 Why: The suggestion highlights a significant reliability issue where all three initial session creations are failing, indicating a potential systemic startup problem.	8