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ML collectors, attribution, rules, sequence deep - #152

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Jul 31, 2026
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ML collectors, attribution, rules, sequence deep#152
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ML collectors, attribution, rules, sequence deep

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SonarQubeCloud / SonarCloud Code Analysis failed Jul 31, 2026 in 32s

Quality Gate failed

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C Security Rating on New Code (required ≥ A)

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Annotations

Check failure on line 62 in kernel_ai/ml/attribution/attack_map.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Refactor this function to reduce its Cognitive Complexity from 40 to the 15 allowed. 

See more on https://sonarcloud.io/project/issues?id=devops-stack_ring-0&issues=AZ-3J4uzhAKrAKl7bXq1&open=AZ-3J4uzhAKrAKl7bXq1&pullRequest=152

Check failure on line 26 in kernel_ai/ml/collectors/stream_e2e.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Refactor this function to reduce its Cognitive Complexity from 18 to the 15 allowed. 

See more on https://sonarcloud.io/project/issues?id=devops-stack_ring-0&issues=AZ-3J4vVhAKrAKl7bXq5&open=AZ-3J4vVhAKrAKl7bXq5&pullRequest=152

Check failure on line 31 in kernel_ai/ml/sequence_deep/scorer.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Refactor this function to reduce its Cognitive Complexity from 31 to the 15 allowed. 

See more on https://sonarcloud.io/project/issues?id=devops-stack_ring-0&issues=AZ-3J4vMhAKrAKl7bXq4&open=AZ-3J4vMhAKrAKl7bXq4&pullRequest=152

Check failure on line 53 in kernel_ai/ml/sequence_deep/train_markov.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

LLMs running this code with faulty CLI arguments can escape file system restrictions. Refactor this code to validate the constructed path before accessing the file system. 

See more on https://sonarcloud.io/project/issues?id=devops-stack_ring-0&issues=AZ-3J4u8hAKrAKl7bXq2&open=AZ-3J4u8hAKrAKl7bXq2&pullRequest=152

Check warning on line 19 in kernel_ai/ml/sequence_deep/markov.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Remove this commented out code. 

See more on https://sonarcloud.io/project/issues?id=devops-stack_ring-0&issues=AZ-3J4vFhAKrAKl7bXq3&open=AZ-3J4vFhAKrAKl7bXq3&pullRequest=152

Check warning on line 119 in tests/test_ml_stage8.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Split this composite assertion into separate assertions. 

See more on https://sonarcloud.io/project/issues?id=devops-stack_ring-0&issues=AZ-3J4rAhAKrAKl7bXqz&open=AZ-3J4rAhAKrAKl7bXqz&pullRequest=152

Check failure on line 40 in kernel_ai/ml/attribution/sigma_engine.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Refactor this function to reduce its Cognitive Complexity from 31 to the 15 allowed. 

See more on https://sonarcloud.io/project/issues?id=devops-stack_ring-0&issues=AZ-3J4urhAKrAKl7bXq0&open=AZ-3J4urhAKrAKl7bXq0&pullRequest=152

Check warning on line 35 in tests/test_ml_stage8.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Split this composite assertion into separate assertions. 

See more on https://sonarcloud.io/project/issues?id=devops-stack_ring-0&issues=AZ-3J4rAhAKrAKl7bXqy&open=AZ-3J4rAhAKrAKl7bXqy&pullRequest=152
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