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kubernetes-sigs/inference-perf

https://github.com/kubernetes-sigs/inference-perf · scanned 2026-06-05 19:52 UTC (4 days, 15 hours ago) · 10 languages

234 raw signals (130 security + 104 graph) 56th percentile · Python · medium (20-100K LoC) System graph score 82 (lower by 14)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 15 hours ago · v2 · 99 actionable findings from 2 signal sources. 58 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
67.6
/100
Security checks
53
64 findings
System graph
82
100.0% cov · 35 findings
Critical
1
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 60.0 0.15 9.00
security_score 32.1 0.25 8.03
testing_score 100.0 0.20 20.00
documentation_score 88.0 0.15 13.20
practices_score 84.0 0.15 12.60
code_quality 47.3 0.10 4.73
Overall 1.00 67.6
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 1 High 12 Medium 9 Low 25 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 64 System graph 35 Crowd 0 Layer: Software 17 Cicd 8 Security 7 Quality 63 Api 1 Hardware 2 Frontend 1

Top 10 actions, ranked by impact × ease. Severity drives impact; tag-based fix-clarity drives ease.

#1
Insecure pattern 'eval_used' in inference_perf/datagen/otel_trace_replay_datagen.py:228
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
inference_perf/datagen/otel_trace_replay_datagen.py:228
#2
Insecure pattern 'eval_used' in inference_perf/config/datagen/replay.py:128
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
inference_perf/config/datagen/replay.py:128
#3
Insecure pattern 'subprocess_shell_true' in scripts/check_coverage_regression.py:36
GapSeverity.MEDIUM Layer.SECURITY score 0.248
Why: medium severity · OWASP-class risk
scripts/check_coverage_regression.py:36
#4
GitHub Actions workflow grants broad write permissions
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/publish-on-release.yml
#5
Dockerfile runs as root: Dockerfile
GapSeverity.MEDIUM Layer.HARDWARE score 0.225
Why: medium severity
#6
Network/subprocess call without timeout or try/except — e2e/utils/testdata.py:41
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity · crashes are likely without this
Fix: Add a `timeout=N` argument and wrap in `try/except` in e2e/utils/testdata.py:41 to prevent hung calls.
#7
Possibly dead Python function: new_session
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in inference_perf/client/modelserver/openai_client.py:108; if framework-registered, add a docstring.
inference_perf/client/modelserver/openai_client.py:108
#8
Possibly dead Python function: new_session
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in inference_perf/client/modelserver/base.py:161; if framework-registered, add a docstring.
inference_perf/client/modelserver/base.py:161
#9
Possibly dead Python function: generate_span_id
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in inference_perf/client/modelserver/otel_instrumentation.py:85; if framework-registered, add a docstring.
inference_perf/client/modelserver/otel_instrumentation.py:85
#10
Possibly dead Python function: generate_trace_id
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in inference_perf/client/modelserver/otel_instrumentation.py:94; if framework-registered, add a docstring.
inference_perf/client/modelserver/otel_instrumentation.py:94

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