Public report — milvus, published 6 Aug 2026. Concrete security findings (CVE IDs, secret matches, dependency versions) are hidden in this version; ask the repo owner for the full report.
Watchdog 06-08-2026 @ 06:25 UTC Public
Code Health Audit

Milvus-Io/milvus

No baseline yet — first run
49% Weak
CriticalWeakAdequateStrongExemplary
upper third — near Adequate

Very large · 591,018 LoC · rebuild ~12.6 person-years · weakest lens: Security (43%)

Grounded in facts. Every number here is computed, not narrated — reproducible, tool-backed, and traceable to a line of code. How to trust this ▸

39/43dimensions tool-verifieddeterministic · confidence 1.0 · 4 LLM-assisted, advisory
1962findings with an exact file:lineof 1989 — the remainder are repo-wide signals (a dimension-level measurement, not a single line); open any file:line and verify
43/102dimensions across the health lenses591018 LoC — wide & deep

Executive summary

Read through the Template lens: this is a template / kata / sample / demo — code meant to be read or copied, not operated. The ship-it and operate-it dimensions (CI/CD, observability, ADRs, architecture docs, deployment security) are N/A, and the colour bands on what remains are relaxed to what an example needs. Code correctness stays near-strict; the score is absolute and comparable across repos.

milvus-io/milvus carries serious gaps (49%). Several issues below can materially affect correctness, security, or the cost of changing it — and propagate to everything that depends on it.

It is strongest in Architecture (100%) — the structure is clean and changes stay contained. Maturity (85%) is solid too.

The area that most needs attention is Security (43%) — exposure to security and compliance incidents is elevated. Accessibility (47%) is the next concern — it raises ongoing delivery and operational cost.

Leadership focus, highest impact first: Give every control a programmatic label (a <label for> /… (Forms & labels); accessibility in the test suite you already have (A11y enforcement); Make custom controls keyboard-operable (role + tabindex + key handler) (Keyboard semantics).

For scale: Very large (~591,018 production lines); rebuilding it from scratch would take roughly ~12.6 person-years (~7–24 engineers). Approximate, ±~30%.

It builds on a genuinely strong Architecture foundation (100%); the priorities above are the highest-leverage way to bring the rest up to that level.

How the score is built — each lens's share of the headline Width is the lens's weight in the worst-heaviest fold (the weakest area pulls hardest); colour is that lens's own band. A lens fixes the score in proportion to its width.
Security 43% · 46% weightAccessibility 47% · 25% weightReadiness 49% · 14% weightDomain Modelling 61% · 8% weightCode Health 65% · 4% weightMaturity 85% · 2% weightArchitecture 100% · 1% weight

Raise Security 43 → 70 (the Healthy floor) ⇒ headline 49 → ~53.

Code composition — where the lines go
Tests 100%
Rebuild cost & value ~ Modeled — €610,000–€3,100,000
Cost to rebuild€610,000–€3,100,000 (6.0–19.1 person-years (10,139–32,164 h), ~7–24 engineers)
Domain complexityHigh — harder problems cost more per line
Quality factor0.7× (at 49% quality) — the last 20% of quality is most of the work
Size & shapeVery large · effort split not classified (source measured from disk; the effort-tier breakdown is a C#-only syntax walk)

This codebase represents roughly ~12.6 person-years of build effort (about ~€1,800,000 to rebuild). Its weakest lens is Security at 43% — the part of that asset most exposed by the findings below.

How we model this: boilerplate at a scaffolding rate + logic × domain High (×1.4) — CQRS, domain model × a 0.7× quality factor, at €60–95/h; indicative, ±~30% · size measured directly from source · effort from total production LoC as straight-line logic (the tier split is a C#-only syntax walk), a conservative lower bound. Indicative only — most sensitive to the hourly rate and the domain tier (both tunable in config).

Top priorities

The highest-leverage moves; the full ranked list is in the Roadmap below.

1
Resolve the 3 Leaked secret finding(s) in Secret Scanning — start with server.key, client.key, ca.key.
+3.1 pts · Low effort · Secret Scanning
2
Resolve the 1 No network policy finding(s) in Network Egress Confinement.
+2.0 pts · Low effort · Network Egress Confinement
3
Give every control a programmatic label (a <label for> / wrapping <label> / aria-label) and every button text — a placeholder is not a label.
+3.8 pts · Medium effort · Forms & labels

Diagnosis — what's actually going on

Value concentrated against a weak lens · High · Value at risk
This is a Very large asset (~12.6 person-years to rebuild), and its weakest lens is Security at 43%. The operational and business risk on an asset this size concentrates there — that's where remediation buys the most protection.
Evidence: valuation: Very large, ~12.6 person-years rebuild (591,018 LoC) · weakest lens: Security 43%
→ Direct remediation budget at Security first — highest risk-reduction per euro on an asset this size.
The top fix pays for itself · High · Economics
The top-ranked fix costs roughly 1–3 engineer-days once. Not doing it costs about 381.9–2291.5 engineer-days every year, paid as drag on the ~2,641,809 lines this team changes annually — a bill that arrives whether or not anyone books it. On those figures the fix breaks even in roughly 1–2 months and is free after that. Method, stated so this is not read as a quotation: debt from the ranked task's effort band; interest = annual changed lines (measured, annualised from the 90-day window) ÷ an ASSUMED 150–400 lines per engineer-day × the 6–13% drag implied by the code-quality signals; breaking point = debt ÷ annual interest. A modelled planning range built from measured inputs and one named assumption — not a quotation, a valuation, or a certified figure.
Evidence: D15 churn: 651,405 line(s) changed over a 90-day window ⇒ ~2,641,809/year · D1/D2/D4 code quality: averaging 5.7/10 ⇒ a 6–13% drag on each change · top-ranked remediation: Low effort ⇒ about 1–3 engineer-day(s)
→ Do the top-ranked fix now if this code will still be yours in 2 months.
Root cause: an un-encapsulated domain · Medium · Root cause
8 findings across public setters, anemic types and primitive ids share one root cause — the domain layer doesn't protect its own invariants. Fixing the encapsulation pattern resolves them together, rather than chasing each finding.
Evidence: DM5 setters: 4 · DM4 anemic: 0 · DM2 primitive ids: 4
→ Address encapsulation as one pattern (private setters + behaviour + strongly-typed ids), not 100 separate findings.
Highest-leverage move · Medium · Leverage
Of everything flagged, the best return on effort is: Give every control a programmatic label (a <label for> / wrapping <label> / aria-label) and every button text — a placeholder is not a label. The rest can wait behind it.
Evidence: priority ranking: top of 5 ranked by impact/effort
→ Give every control a programmatic label (a <label for> / wrapping <label> / aria-label) and every button text — a placeholder is not a label.
A velocity tax on every change · Medium · Economics
The code-quality signals (complexity, duplication, cohesion) average 5.7/10, which acts as a tax on every change in the weaker areas: modifications there plausibly cost on the order of 6–13% more than in clean code, and the tax compounds as the codebase grows. (A modelled estimate, not a measured fact.)
Evidence: D1/D2/D4 code quality: averaging 5.7/10 across the code-quality signals actually measured
→ Pay it down where churn is highest — the hotspots — not everywhere; that's where the tax is actually paid.

Architecture — module dependency matrix

737 modules, 2704 dependencies — 4 dependency cycles, shown as the red cell(s) above the diagonal. Rows and columns are the same modules, ordered so that a module only depends on ones above it. A cell means the row depends on the column, and its number is how many type pairs create that dependency. Read one thing: is anything above the diagonal? A mark there is a dependency cycle. (A cycle is all this shows — an unusual but cycle-free dependency sits below the diagonal like any other.)

…us/internal/metastore…milvus/internal/types…rnal/util/sessionutil…s-io/milvus/pkg/v3/kv…lvus/pkg/v3/util/conc…/pkg/v3/util/syncutil…/pkg/v3/util/typeutil…/querycoordv2/session…kg/v3/util/paramtable…v3/util/replicateutil…nal/querycoordv2/meta…/streaming/util/types…treaming/util/message…internal/querycoordv2…eamingnode/server/wal…s/pkg/v3/mq/msgstream…il/function/embedding…io/milvus/pkg/v3/mlog…l/flushcommon/syncmgr…coord/server/balancer…rceptors/shard/shards…ushcommon/writebuffer…rver/wal/interceptors…al/datanode/compactor…ternal/util/streamrpc…us/internal/rootcoord…/querynodev2/segments…querynodev2/delegator…milvus/internal/proxy…l/parser/planparserv2…rnal/flushcommon/util…/flushcommon/pipeline…ing/internal/producer…/streamingutil/status…distributed/streaming…lvus/internal/storage…us/internal/datacoord…nal/distributed/proxy…rnal/proxy/connection…rnal/storage/compress…us/internal/metastore1…milvus/internal/types2…rnal/util/sessionutil3…s-io/milvus/pkg/v3/kv4…lvus/pkg/v3/util/conc5…/pkg/v3/util/syncutil6…/pkg/v3/util/typeutil7…/querycoordv2/session8…kg/v3/util/paramtable9…v3/util/replicateutil10…nal/querycoordv2/meta11…/streaming/util/types12…treaming/util/message13…internal/querycoordv214…eamingnode/server/wal15…s/pkg/v3/mq/msgstream16…il/function/embedding17…io/milvus/pkg/v3/mlog18…l/flushcommon/syncmgr19…coord/server/balancer20…rceptors/shard/shards21…ushcommon/writebuffer22…rver/wal/interceptors23…al/datanode/compactor24…ternal/util/streamrpc25…us/internal/rootcoord26…/querynodev2/segments27…querynodev2/delegator28…milvus/internal/proxy29…l/parser/planparserv230…rnal/flushcommon/util31…/flushcommon/pipeline32…ing/internal/producer33…/streamingutil/status34…distributed/streaming35…lvus/internal/storage36…us/internal/datacoord37…nal/distributed/proxy38…rnal/proxy/connection39…rnal/storage/compress4021417215462215511341824143116173551483722227455515164124860164111214521721465621251121811611311441869662431561812391215369154536315578483346218515626413452351512152028124645416210141282681052410302421049566232225281522144134541211151215433230612031031101022408751255710213062045115320425510261215325552102512559691428124642416210412826810424610304210385662332811512741545212351511520321515102126232328451526413452123515121519281246441621041282681042461030242103856623212228121215826413452123515121111928249285813242018261641216208481220604842011212712221151110623211281526413452123515121519286232128152641345212351512151928623228152641345212351512151928+697 more modules (most-connected shown)

At a glance — Code Health · 65% · Adequate · gated by D2

At a glance — Architecture · 100% · Exemplary

At a glance — Maturity · 85% · Exemplary

At a glance — Readiness · 49% · Adequate · gated by D13

At a glance — Security · 43% · Weak · gated by D31, D36, D38

At a glance — Domain Modelling · 61% · Adequate · gated by DM2

At a glance — Accessibility · 47% · Adequate

Security & Compliance — OWASP Top-10 mapping

Findings mapped to OWASP categories; the specific CVEs/secrets are in the Security dimension cards below and findings.md (redacted only on the public version of this report).

OWASP categoryFindingsSeverity
A05:2021 — Security Misconfiguration46High / Critical
A06:2021 — Vulnerable & Outdated Components35High / Critical
A02:2021 — Cryptographic Failures7High / Critical

Roadmap

First, ensure every form control and button has a proper programmatic label rather than relying on placeholders. Next, enforce accessibility standards in the existing test suite by asserting accessibility invariants and gating those checks in CI to prevent regressions. Additionally, make custom controls keyboard-operable and ensure anchors have real hrefs. Finally, maintain visible focus styles, respect user motion preferences, improve color contrast, and verify page structure includes proper language, title, and heading hierarchy.

Ranked by impact ÷ effort. "Helps" is the estimated gain on the 0–100 health score.

Do thisHelpsEffortDimension
Resolve the 3 Leaked secret finding(s) in Secret Scanning — start with server.key, client.key, ca.key.+3.1 ptsLowSecret Scanning
Resolve the 1 No network policy finding(s) in Network Egress Confinement.+2.0 ptsLowNetwork Egress Confinement
Give every control a programmatic label (a <label for> / wrapping <label> / aria-label) and every button text — a placeholder is not a label.+3.8 ptsMediumForms & labels
Enforce accessibility in the test suite you already have: assert the accessibility invariants over the HTML your app renders — parse the rendered output in an existing test, or drive a real browser from one — and gate that test in CI so a regression blocks the merge.+3.8 ptsMediumA11y enforcement
Resolve the 3 Secret finding(s) in Secrets (history) — start with ca.key, server.key, milvus.yaml.+1.9 ptsLowSecrets (history)
Make custom controls keyboard-operable (role + tabindex + key handler), drop positive tabindex, and give anchors a real href.+3.7 ptsMediumKeyboard semantics
Keep a visible focus style (don't remove the outline without a replacement), guard animation with prefers-reduced-motion, and raise low-contrast colour pairs to at least 4.5:1.+3.6 ptsMediumVisual & motion safety
Declare <html lang>, a document <title> and a <main> landmark, keep headings in order, leave zoom enabled, title iframes and drop meta-refresh.+3.4 ptsMediumPage structure

File quality

Per-file score 0–10 — a quality signature. Of 489 files carrying findings, judged against the Template bar: 0% slop · 2% mixed · 98% near-clean.

FileScoreBandWorst signal
build/config/metallb.yaml0.7SlopIaC & Container Security: High IaC: KSV-0005
internal/core/thirdparty/tantivy/tantivy-binding/Cargo.lock0.9SlopOSV Dependency Vulnerabilities: High vulnerability: [GHSA redacted]
build/config/logging/cron-logging.yaml3.1MixedIaC & Container Security: High IaC: KSV-0014
client/go.mod3.5MixedOSV Dependency Vulnerabilities: High vulnerability: [GHSA redacted]
build/docker/builder/cpu/ubuntu20.04/Dockerfile3.7MixedIaC & Container Security: High IaC: DS-0002
build/docker/builder/cpu/ubuntu22.04/Dockerfile3.7MixedIaC & Container Security: High IaC: DS-0002
configs/cert/server.key4.4MixedSecret Scanning: Leaked secret: private-key
configs/cert/ca.key4.4MixedSecret Scanning: Leaked secret: private-key
build/docker/builder/cpu/amazonlinux2023/Dockerfile5.1MixedIaC & Container Security: High IaC: DS-0002
build/docker/heaptrack/Dockerfile5.1MixedIaC & Container Security: High IaC: DS-0002
build/docker/pulsar/Dockerfile5.8MixedIaC & Container Security: High IaC: DS-0002
go.mod5.8MixedOSV Dependency Vulnerabilities: Medium vulnerability: [GHSA redacted]
build/config/metrics/metrics.yaml6.1Near-cleanIaC & Container Security: Medium IaC: KSV-0001
internal/util/testutil/test_util.go7.0Near-cleanCyclomatic Complexity: testutil.BuildArrayData (cyclomatic 188)
internal/distributed/proxy/httpserver/utils.go7.0Near-cleanCyclomatic Complexity: httpserver.anyToColumns (cyclomatic 131)
internal/proxy/search_pipeline.go7.0Near-cleanCyclomatic Complexity: proxy.reorderFieldData (cyclomatic 111)
pkg/util/typeutil/schema.go7.0Near-cleanCyclomatic Complexity: typeutil.UpdateFieldData (cyclomatic 99)
internal/proxy/task_upsert.go7.0Near-cleanCyclomatic Complexity: upsertTask.queryPreExecute (cyclomatic 85)
internal/proxy/util.go7.0Near-cleanCyclomatic Complexity: proxy.checkAndFlattenStructFieldData (cyclomatic 74)
internal/distributed/proxy/httpserver/handler_v2.go7.0Near-cleanCyclomatic Complexity: HandlersV2.createCollection (cyclomatic 66)

Methodology & how to trust this report

Watchdog is a deep, periodic assessment — run each sprint, monthly, or quarterly, taking the time to go wider and deeper than a quick check and surfacing in one coherent report what you'd otherwise piece together from a dozen separate tools. It scores deterministically: the same commit yields the same score, every run. 39 of 43 evaluated dimensions are computed purely by tools and static analysis (confidence 1.0); 4 documentation/naming judgement(s) are LLM-assisted and labelled advisory. Overall confidence is 0.7 — the weighted average across measured dimensions; it falls as more of the score leans on LLM-assisted judgement and rises when it's fully tool-backed.

Every figure here is one of three kinds, and we label which: ✓ Measured — a deterministic fact (LoC, complexity, coverage); ~ Modeled — an estimate from a stated model (cost, effort, value-at-risk), always a range with its assumptions, never a precise fact; ◐ Advisory — an LLM prose judgement. We never present a modelled estimate as if it were measured. Perfect or absent scores carry their provenance too (ADR-0011): ✓ Tool-verified means the property itself was measured across the surface; ○ Nothing flagged means the probes came back clean — a claim bounded by what a repository can show; ⊘ Not evidenced means a working control (a tested restore, an automated rollback) showed no positive evidence — absence of evidence is not evidence of a control, so it's excluded from the score rather than awarded a spurious 10; ◐ Sampled · advisory marks an LLM verdict over a bounded sample — advisory, never a deterministic measurement.

What we checked — 43 dimensions across the health lenses
D1D2D3D4D7D13D15D16D19D20D21D25D28D29D31D34D35D36D38D40D41D42AC2AC3AC4AC6AC7AX5AX9DM1DM2DM4DM5DM7DM8M1M2M3M4P1P3P4P5

Each chip is a dimension scored from real signals across architecture, testing, dependencies, security & compliance, documentation, git-history and code quality — in one coherent pass. A surface report typically covers a handful.

How to trust any code-health report — three questions
  1. Can you open the finding? Real findings cite a repo-relative file and line you can open at the cited line — never an absolute scratch path. Here, 1962 of 1989 do; the remainder are repo-wide signals — a dimension-level measurement, not a single line. (Every path in this report is repo-relative by construction: paths are normalized at the producer and the report is rejected if any rooted path leaks through.)
  2. Is there a tool behind the number? Every score below names the method that produced it — Roslyn, git, a scanner, or (for a handful of documentation/naming dimensions) an LLM labelled sampled · advisory — not a narrative.
  3. Does re-running give the same result? Run it again on the same commit and the score — and this report, byte for byte — is identical. A report whose numbers move between runs is describing the run, not the code.

This report answers yes to all three. That's the bar to hold any assessment to.

Tools & methods

The actual versions used this run (captured at analysis time) — re-run on the same commit for the identical score.

MethodBacksVersionEvaluator
Roslyn static analysisComplexity, cohesion, coupling, dead code, API surface, layering5.3.0✓ deterministic
Native secret scannerHardcoded secrets / credentials1.0.0✓ deterministic
jscpdCode duplication✓ deterministic
Coverage (coverlet / dotnet-coverage)Line & branch coverage10.0.302✓ deterministic
NuGet / dotnetOutdated, vulnerable & deprecated dependencies10.0.302✓ deterministic
git / LibGit2SharpChurn hotspots, knowledge concentration, history2.43.0 · 0.31.0✓ deterministic
gitleaks · semgrep · trivy · checkovSecrets in history, SAST, CVEs, IaC & container, PII / GDPR1.86.0 · 0.69.3 · 3.2.533✓ deterministic
LLM (sampled · advisory)Documentation quality, ADR conformance, naming — sampled over a bounded sample; advisory, never a deterministic measurementLocal LLM◐ LLM · sampled · advisory

Every finding is locatable in findings.md. Run 019fd5bf-834e-73ac-8366-d3240d45df17.

The exact command behind every deep-scan dimension — tool, version, invocation and retained raw output — is in Appendix B — Reproduction & audit trail.

Run transparency — what happened this run

What ran differently this time — a tool absent, degraded, or that fell back to an estimate. Named openly, not folded silently into the scores. A degraded run also records its exact cause in diagnostics.md.

  • D30 Dependency Vulnerabilities — scanner not present in this environment — The backing tool was not installed where this scan ran, so this dimension was not scored. Install the tool (or run in the hosted environment, where it is always present) for a graded result.

Repo exclusion declarations (.gitattributes linguist-generated/vendored, .editorconfig generated_code): none declared — every source file was scored.

Limitations & what we did not check

Watchdog assesses the repository exactly as committed, and only the repository. By design it does not reach outside the source tree: the live cloud account, the running CI/CD pipeline, the host's branch-protection and approval rules, the production configuration, or a restore actually exercised against a backup are all out of scope. That boundary is a feature, not a gap — a repo-relative, deterministic scan re-runs identically on any commit and every finding opens at a real file and line, where a live audit can neither be reproduced nor traced. The visible consequence is that controls which leave no in-repo evidence are reported as "not evidenced" and excluded from the score rather than awarded a number a static scan cannot justify.

Per-dimension blind spots

For each dimension that was measured, what a static, repo-only scan structurally cannot see — the honest edge of the measurement, not a failure of it.

  • D1 Cyclomatic Complexity: Cyclomatic complexity counts branches statically — it cannot tell an essential decision tree from accidental tangle, nor see complexity that lives in data or configuration (large switch-case token tables, DSL lexers/parsers, data-as-code rule tables) rather than control flow: a tokenizer's many single-character cases read as high complexity though each branch is trivial.
  • D2 Cognitive Complexity: Cognitive-complexity heuristics approximate how hard code is to follow; genuine domain difficulty and well-named intent that eases reading are not captured.
  • D3 God Classes: "God class" is sized by members and responsibilities visible in the type — a deliberately broad facade over a coherent subsystem can read the same as an accidental grab-bag. For front-end JS the file-length check is cohesion-aware (a single-responsibility module — one class/IIFE — earns a 3× threshold), but cohesion is approximated from top-level declarations, not true dependency structure.
  • D4 Code Duplication: Duplication is token-similarity (jscpd) — it finds copy-paste, not semantic duplication expressed differently. Committed machine-written code (scaffolded migrations, designer/codegen output, protobuf/OpenAPI stubs, model snapshots) is EXCLUDED — its repetition is the tool's, not the team's — so the score reflects hand-written duplication only.
  • D7 Architectural Integrity: Layering is checked against detected/declared rules — an architecture whose boundaries live in convention or in code review, not in a rule a scanner can read, is not enforced here.
  • D13 Secret Scanning: Secret detection is signature- and entropy-based on the current tree — a secret that does not match a known pattern, or one already rotated, will not be flagged (a clean scan is "nothing matched", not "no secrets exist").
  • D15 Churn × Complexity Hotspots: Churn hotspots come from git history — a freshly imported or squashed repository has no churn signal, and recent rewrites can mask a historically risky file.
  • D16 Bus Factor: Bus-factor is a time-decayed model of commit attribution (who has recently, repeatedly worked a file), not comprehension — pairing, review and reading-without-committing spread knowledge it can't see; bot commits and shared accounts still distort it.
  • D19 Documentation Quality: Documentation quality is judged by an LLM over a bounded sample of docs — it reads what is written, not whether the docs match the running system, and it is advisory, not a measurement.
  • D20 ADR Quality: ADR quality is an LLM read of the decision records present — it cannot know about decisions made and never recorded, and its verdict is sampled and advisory.
  • D21 Naming Consistency: Naming quality is an LLM judgement over a bounded sample — it assesses clarity/consistency of the names it sees, not domain-correctness, and is advisory.
  • D25 ADR Conformance: ADR conformance is the LLM-scored fraction of sampled code that follows recorded decisions — it checks the decisions that were written down and the slices it sampled, not unrecorded rules or the whole tree.
  • D28 Secrets (history): Secret-history scanning sweeps the git log for known patterns — a secret that predates the available history, or never matched a signature, is not found (clean means "nothing matched in the history we can see").
  • D29 Static Analysis (SAST): SAST findings are pattern-based (semgrep) — it finds classes of bug it has rules for; logic flaws, auth/authorization gaps and issues needing runtime context are out of reach (and clean means "no rule matched").
  • D31 IaC & Container Security: IaC scanning checks Dockerfiles/Terraform/Kubernetes against best-practice rules — it cannot see the live cloud account, runtime configuration, or drift between the committed config and what is actually deployed.
  • D34 Knowledge Freshness: Freshness is decayed commit RECENCY, not comprehension — code read often but rarely committed reads as orphaned, and stable code that genuinely needs no changes is penalised the same as forgotten code; bot/squash commits distort it like the bus factor.
  • D35 Change Coupling: Change coupling is co-change in COMMITS — files split across separate commits, or coupled only through a shared config/build step, read as uncoupled, and a sweeping commit (rename/format) is excluded so it doesn't couple everything. It shows that files change together, not WHY: a high coupling can be a healthy cohesive pair as readily as a hidden leak.
  • D40 Network Egress Confinement: Egress confinement is read from committed Kubernetes manifests — a policy applied out-of-band (cluster-default deny, a service mesh, or a cloud firewall/security group off-repo) is invisible, and a present NetworkPolicy is declared config, not proof the cluster admission-controller actually enforces it at runtime.
  • D41 Kernel & Syscall Confinement: Syscall/MAC confinement is read from committed manifests — a profile applied by a cluster-wide PodSecurity default or a mutating webhook off-repo isn't seen, and a declared seccomp/AppArmor profile is config presence, not proof the node's kernel actually loaded and enforced it.
  • D42 Runtime Threat Enforcement: Runtime enforcement is read from committed policy files — a Tetragon/Falco/Kyverno stack installed cluster-wide (Helm release, platform add-on) with no in-repo trace can't be credited, and a committed policy is declared intent, not proof the engine is running and blocking in the live cluster.
  • AC2 Forms & labels: Label association is read from static markup — a label wired up at runtime (JS-set aria-labelledby, framework-injected ids) reads as missing, a present label says nothing about whether its text is correct. A known UI-library field component (e.g. a JSX <TextField>) is now checked conservatively — flagged only when it carries NO label/aria-label/aria-labelledby/id/name — but wrapper/context-labelled libraries (Chakra/Radix FormControl+FormLabel) aren't statically visible (possible false positive) and non-JSX lowercased components are still skipped. A clean result is "no unlabelled native control found", not a labelling proof.
  • AC3 Page structure: Page structure is read from the static markup tree — landmarks, headings and lang injected at runtime aren't seen, heading ORDER is checked structurally (not against the rendered visual hierarchy), and lang/title/main fire only on full documents, never partials, and the data-table check sees header-cell presence (a <th> exists), not whether each header correctly associates with its cells. Static readiness, not conformance.
  • AC4 Keyboard semantics: Keyboard semantics are inferred from markup attributes — interactivity wired purely in script, focus managed at runtime, and component-level handlers are invisible. A clean result means "no static keyboard-trap shape", not a keyboard-operability proof.
  • AC6 Visual & motion safety: Contrast and motion safety are PARTIAL by construction — literal colours (hex/rgb/hsl/named) in inline styles, in-repo <style> blocks, in-repo .css files, var() tokens, Tailwind neutral utilities and CSS-in-JS top-level declarations are read (same-rule/same-element colour+background pairs only); computed/runtime/theme colour, external-CDN stylesheets, CSS-in-JS dynamic (${…}) and nested-selector colours, cross-element pairs and image contrast stay out of reach, so a clean result is bounded by what the static CSS itself shows.
  • AC7 A11y enforcement: Enforcement is scored from in-repo config/CI evidence only — an a11y gate enforced in external tooling with no in-repo trace can't be credited, and a configured linter is presence, not proof the rules actually run or block a merge.
  • AX9 CQS / query purity: Handlers are found by interface/name convention — a query handler using neither is not seen. Mutation is a resolved write/publish invocation (SaveChanges/repository/bus), so a write hidden behind a hand-rolled wrapper, reflection, or a string-keyed service locator resolves to a non-persistence type and isn't flagged; it detects that a query writes state, not whether the write is a legitimate read-side cache update. Clean means "no resolved write/publish in a query body", not a proof of CQS purity.
  • DM4 Rich vs anemic model: Behaviour is detected as state mutation inside a method body — a method that enforces an invariant by validating-and-throwing without mutating reads as a query, and mutation delegated through an interface the scan can't resolve isn't credited; entities with zero public properties still drop out of the population. It detects that state changes, not whether the rule is correct.
  • M4 Documentation accuracy: Onboarding quality is an LLM read of the docs/setup present — it cannot run the onboarding or measure how long a real new joiner takes; the verdict is sampled and advisory.
  • P4 Deployment & Rollback: Approval/branch-protection rules live in repository settings the scan cannot see — only their in-repo evidence (config files, workflows) is checked, so a control enforced purely in the host's settings reads as "not evidenced".
  • P5 DR & Backup: Backup/restore and disaster-recovery readiness is judged from in-repo evidence — a config that exists is not a tested restore, so the absence of positive evidence is reported as "not evidenced", never scored as present.

The LLM boundary

LLM-set scores this run (5): D19, D20, D21, D25, M4 (model: Local LLM). For these, a model reads a bounded sample and sets the numeric score (documentation, ADR quality, naming, comment value, onboarding) — D25 sets the ADR-conformance fraction over sampled code, D22 judges API accuracy over a sample. These are sampled and advisory by design: they vary at the margins between runs and are never a deterministic measurement. Every other score in this report is tool-computed at confidence 1.0.

Dimensions

D1 · Cyclomatic Complexity5.3 / 10Adequate✓ Tool-verified

What it measures: How tangled the control flow is — methods with many branches are hard to test and change.

Method: Cyclomatic complexity per method (1 + decision points), computed exhaustively across production source; test projects separated by convention. Deterministic.

Maturity: DocumentedVerifiedPrevented · effective 5.3 / 10 · rule-coverage 100% · ceiling Prevented

472 method(s) exceeded the cyclomatic complexity threshold of 15; the worst was testutil.BuildArrayData at 188. A further 12 method(s) were over the threshold but excluded as flat dispatchers (a long switch/match over independent cases: many branches, almost no nesting), the largest being functionConfig.init at 52 — they are counted neither in the figure above nor in this dimension's score.

testutil.BuildArrayData (cyclomatic 188)internal/util/testutil/test_util.go:494
quotaConfig.init (cyclomatic 180)pkg/util/paramtable/quota_param.go:168
proxy.fillDatabase (cyclomatic 150)internal/proxy/database_interceptor.go:19
httpserver.anyToColumns (cyclomatic 131)internal/distributed/proxy/httpserver/utils.go:1800
createIndexTask.parseIndexParams (cyclomatic 120)internal/proxy/task_index.go:145

+ 467 more group(s) — more in Appendix A; the complete list is findings.md.

What to do

  1. Resolve the 1 testutil.BuildArrayData (cyclomatic 188) finding(s) in Cyclomatic Complexity — start with test_util.go. — One of this dimension's main actionable groups (1 warning-level).
  2. Resolve the 1 quotaConfig.init (cyclomatic 180) finding(s) in Cyclomatic Complexity — start with quota_param.go. — One of this dimension's main actionable groups (1 warning-level).
  3. Resolve the 1 proxy.fillDatabase (cyclomatic 150) finding(s) in Cyclomatic Complexity — start with database_interceptor.go. — One of this dimension's main actionable groups (1 warning-level).

Detailed fixes: d1_recommendation.md · top locations in Appendix A, every location in findings.md.

D2 · Cognitive Complexity2.0 / 10Critical✓ Tool-verified

What it measures: How hard the code is for a person to follow, beyond raw branching.

Method: Cognitive complexity per method (Sonar-style nesting-penalized score), computed exhaustively over production code, excluding test projects. Deterministic.

Maturity: DocumentedVerifiedPrevented · effective 2.0 / 10 · rule-coverage 100% · ceiling Prevented

872 method(s) exceeded the cognitive complexity threshold of 15; the worst was testutil.BuildArrayData at 537.

testutil.BuildArrayData (cognitive 537)internal/util/testutil/test_util.go:494
testutil.reconstructStructArrayForJSON (cognitive 299)internal/util/testutil/test_util.go:1290
httpserver.checkAndSetData (cognitive 252)internal/distributed/proxy/httpserver/utils.go:466
upsertTask.queryPreExecute (cognitive 241)internal/proxy/task_upsert.go:239
createIndexTask.parseIndexParams (cognitive 238)internal/proxy/task_index.go:145

+ 867 more group(s) — more in Appendix A; the complete list is findings.md.

What to do

  1. Resolve the 1 testutil.BuildArrayData (cognitive 537) finding(s) in Cognitive Complexity — start with test_util.go. — One of this dimension's main actionable groups (1 warning-level).
  2. Resolve the 1 testutil.reconstructStructArrayForJSON (cognitive 299) finding(s) in Cognitive Complexity — start with test_util.go. — One of this dimension's main actionable groups (1 warning-level).
  3. Resolve the 1 httpserver.checkAndSetData (cognitive 252) finding(s) in Cognitive Complexity — start with utils.go. — One of this dimension's main actionable groups (1 warning-level).

Detailed fixes: d2_recommendation.md · top locations in Appendix A, every location in findings.md.

D3 · God Classes8.9 / 10Strong✓ Tool-verified

What it measures: Over-large classes that try to do too much ("god classes").

Method: God-class detection by line and method-count thresholds per logical type (partial classes unified), filtered for generated code and registration/contract false positives. Deterministic.

Maturity: DocumentedVerifiedPrevented · effective 8.9 / 10 · rule-coverage 100% · ceiling Prevented

164 god class(es) detected.

FileTooLong: paramtable/component_param.go · ×107pkg/util/paramtable/component_param.go:0
TooManyMethods: mixCoordImpl · ×57internal/coordinator/mix_coord.go:51

What to do

  1. Resolve the 107 FileTooLong finding(s) in God Classes — start with utils.go (4), services.go (4), util.go (2). — One of this dimension's main actionable groups (107 warning-level).
  2. Resolve the 57 TooManyMethods finding(s) in God Classes — start with service.go (4), client.go (4), server.go (2). — One of this dimension's main actionable groups (57 warning-level).

Detailed fixes: d3_recommendation.md · top locations in Appendix A, every location in findings.md.

D4 · Code Duplication9.7 / 10Exemplary✓ Tool-verified

What it measures: Copy-pasted code that should be shared instead.

Method: Code duplication via token-stream sliding windows with type-aware normalization (locals masked, type names preserved), density-scored per KLoC of production code. Deterministic.

Maturity: DocumentedVerifiedPrevented · effective 9.7 / 10 · rule-coverage 100% · ceiling Verified

343 duplicated block group(s) detected.

Duplicated block (7 lines × 2) · ×42internal/datacoord/compaction_inspector.go:327
Duplicated block (8 lines × 2) · ×38client/milvusclient/write_options.go:562
Duplicated block (6 lines × 2) · ×32client/column/conversion.go:41
Duplicated block (9 lines × 2) · ×27client/column/dynamic.go:89
Duplicated block (12 lines × 2) · ×24cmd/tools/migration/backend/etcd210.go:59

+ 43 more group(s) — more in Appendix A; the complete list is findings.md.

✓ On the Gold path — maintain.

Detailed fixes: d4_recommendation.md · top locations in Appendix A, every location in findings.md.

D7 · Architectural Integrity10.0 / 10Exemplary✓ Tool-verified

What it measures: Whether the code respects its intended layering / architecture rules.

Method: Enforcement rung (Prevented/Verified/Documented) per checkable ADR via Roslyn, plus dependency cycles via the engine shared with D5/AX3. Deterministic, exact.

Maturity: DocumentedVerifiedPrevented · effective 10.0 / 10 · rule-coverage 100% · ceiling Prevented

Of 76 mechanizable ADRs, 65 are prevented by analyzers, 11 by tests, 0 exist only in prose. Coverage: 100 %. Dependency cycles not checked (no project-reference graph; where this repository's language has an import-cycle lens, cycles are reported there).

✓ On the Gold path — maintain.

Detailed fixes: d7_recommendation.md.

D13 · Secret Scanning0.0 / 10Critical✓ Tool-verified

What it measures: Whether any secrets (keys, tokens, passwords) have leaked into the code.

Method: In-process native secret scanner (entropy plus signature patterns) across all tracked files; no external tool. A clean result is a measured 10, not no-data zero. Deterministic.

Maturity: DocumentedVerifiedPrevented · effective 0.0 / 10 · rule-coverage 100% · ceiling Prevented

3 secret(s) detected.

Leaked secret: private-key · ×3configs/cert/server.key:1

What to do

  1. Resolve the 3 Leaked secret finding(s) in Secret Scanning — start with server.key, client.key, ca.key. — One of this dimension's main actionable groups (3 issue-level).
  2. Enforce Secret Scanning in CI to reach Verified (currently Documented). — Hardens enforcement from Documented toward Prevented — provenance only; does not change the score.

Detailed fixes: d13_recommendation.md · top locations in Appendix A, every location in findings.md.

D15 · Churn × Complexity Hotspots9.8 / 10Exemplary✓ Tool-verified

What it measures: Files that change often and are also complex — the riskiest hotspots.

Method: Per production file churn times cyclomatic complexity over a rolling window, computed from git and Roslyn/JS/Razor analysis. Exhaustive, deterministic per commit date.

Maturity: DocumentedVerifiedPrevented · effective 9.8 / 10 · rule-coverage 100% · ceiling Documented

Top hotspots: pkg/util/paramtable/component_param.go (52×46=2392); internal/distributed/proxy/httpserver/handler_v2.go (27×66=1782); internal/proxy/search_pipeline.go (15×111=1665)

Hotspot: pkg/util/paramtable/component_param.go · ×10pkg/util/paramtable/component_param.go

✓ On the Gold path — maintain.

Detailed fixes: d15_recommendation.md · top locations in Appendix A, every location in findings.md.

D16 · Bus Factor9.2 / 10Exemplary✓ Tool-verified

What it measures: Whether knowledge is concentrated in too few people (the "bus factor").

Method: Living knowledge per author via time-decayed commit attribution (6-month half-life, focus weighting) across largest source files. Deterministic, avoids blame's mechanical-refactor false positives.

Maturity: DocumentedVerifiedPrevented · effective 9.2 / 10 · rule-coverage 100% · ceiling Documented

97 source file(s) have their living knowledge concentrated in one author (≥90% of recent, decayed contribution). The largest is tools/mgit.py.

Off-boarding risk: anonymized user #1 · ×9
Further sole-owners (lower concentration)

✓ On the Gold path — maintain.

Detailed fixes: d16_recommendation.md · top locations in Appendix A, every location in findings.md.

D19 · Documentation Quality / 10Strong◐ Sampled · advisory

What it measures: Whether the project's documentation is clear, complete, and useful.

Method: Judged by language model at low temperature (0.0-0.1) on a deterministic doc sample (READMEs plus first 25 architecture docs), with two-pass stability filtering. Advisory, sampled.

Maturity: DocumentedVerifiedPrevented · effective Strong / 10 · rule-coverage 100% · ceiling Documented

Milvus documentation is comprehensive and well-structured: the README files alone at 40+ pages cover What is Milvus?, Quickstart, Why Milvus?, Demos and Tutorials, Ecosystem and Integration, Documentation, Contributing, Build from Source Code, Clone repo, Install third-party deps, Compile Milvus, Community, Reference. The architecture/Docs markdown set (143 files) adds depth with a dedicated Development Tools section on mgit.py covering AI commit message generation, DCO signing, auto branch creation, PR workflow, code formatting, and an exhaustive prerequisites guide for GitHub CLI, GEMINI/CLAUDE/OpenAI API keys plus ~/.bashrc/.zshrc setup. The tests READMEs (4+ files) cover E2E test requirements, Docker/Compose troubleshooting, Go/Python client test frameworks, integration testing with KinD, and a detailed go-client test framework that is the most complete single doc in the set. All sections are present in the outline; no missing section. The documentation is comprehensive and well-structured for a distributed systems project: the README files cover context-aware logging (Design Goals, Architecture), data-node/DataCoordinator components, rolling-update scripts with parameters, offline installation, migration, log-exporting, binary standalone setup, scale tests, and load-testing. The architecture diagram shows mlog's package structure, while the test suite documents core upgrade and concurrent-operation validation. However, the READMEs are largely self-contained and lack a dedicated 'Getting Started' or 'Prerequisites' section for readers who need to install etcd/MinIO before running binary standalone.

The Milvus banner links to milvus.io/docs/install_standalone-docker.md, but there is no standalone Docker install guide for readers who prefer a self-contained build.README.md

What to do

  1. Resolve the 1 The Milvus banner links to milvus.io/docs/install_standalone-docker.md,… finding(s) in Documentation Quality — start with README.md. — One of this dimension's main actionable groups (1 recommendation-level).

Detailed fixes: d19_recommendation.md · top locations in Appendix A, every location in findings.md.

D20 · ADR Quality / 10Strong◐ Sampled · advisory

What it measures: Whether architecture decisions are recorded well (context, decision, consequences).

Method: Per-ADR judgment by language model at low temperature with two-pass stability; confidence is share of ADRs evaluated; enforcement-field presence detected deterministically. Advisory.

Maturity: DocumentedVerifiedPrevented · effective Strong / 10 · rule-coverage 100% · ceiling Documented

Evaluated 92 ADR(s) individually; mean quality 8.1/10 (consistently complete and clear). 9 flagged with a specific gap.

Decision and consequences are present but trade-offs (e.g., etcd lease/lease timeout handling, index deletion consistency with MetaTable) are not stateddocs/design-docs/design_docs/20210731-index_design.md
Context/problem (the CreateCollection flow's motivation and why it matters) is absent in favor of only the execution path with proto code; consequences/trade-offs are not presentdocs/design-docs/design_docs/20211217-milvus_create_collection.md
No context/problem and no consequences/trade-offs; the body is a stub of only one major interface with data format and a sequence diagramdocs/design-docs/design_docs/20211223-knowhere_design.md
Context/problem and consequences/trade-offs are absent from the visible textdocs/design-docs/design_docs/cdc/user_docs/02-cdc-replication-quick-start.md
No context/problem motivating segcore search and no consequences/trade-offsdocs/design-docs/design_docs/segcore/Search.md

+ 4 more group(s) — more in Appendix A; the complete list is findings.md.

What to do

  1. Resolve the 1 Decision and consequences are present but trade-offs (e.g., etcd… finding(s) in ADR Quality — start with 20210731-index_design.md. — One of this dimension's main actionable groups (1 warning-level).
  2. Resolve the 1 Context/problem (the CreateCollection flow's motivation and why it… finding(s) in ADR Quality — start with 20211217-milvus_create_collection.md. — One of this dimension's main actionable groups (1 warning-level).
  3. Resolve the 1 No context/problem and no consequences/trade-offs; the body is a stub of… finding(s) in ADR Quality — start with 20211223-knowhere_design.md. — One of this dimension's main actionable groups (1 warning-level).

Detailed fixes: d20_recommendation.md · top locations in Appendix A, every location in findings.md.

D21 · Naming Consistency / 10Exemplary◐ Sampled · advisory

What it measures: Whether names — types, methods, variables — are clear and consistent.

Method: Judged by language model at low temperature (0.0-0.1) on a deterministic random symbol sample (fixed size, not exhaustive), with disclosed confidence band. Advisory, sampled.

Maturity: DocumentedVerifiedPrevented · effective Exemplary / 10 · rule-coverage 100% · ceiling Verified

0 naming inconsistencies across 0 sampled symbols.

✓ On the Gold path — maintain.

Detailed fixes: d21_recommendation.md.

D25 · ADR Conformance / 10Exemplary◐ Sampled · advisory

What it measures: Whether the code actually follows the decisions recorded in the project's ADRs.

Method: Judged by language model at low temperature against ADRs plus a deterministic structural code summary; findings linked to repo-rooted ADR paths for traceability. Advisory.

Maturity: DocumentedVerifiedPrevented · effective Exemplary / 10 · rule-coverage 100% · ceiling Verified

18 conform / 0 violate across 92 ADRs.

✓ On the Gold path — maintain.

Detailed fixes: d25_recommendation.md.

D28 · Secrets (history)5.0 / 10Adequate✓ Tool-verified

What it measures: Whether any secrets were ever committed — scanned across the full git history, not just now.

Method: Git-history secret scan via gitleaks detect over full history in an isolated checkout; each match flagged High. Exhaustive; degrades cleanly when tool absent.

Maturity: DocumentedVerifiedPrevented · effective 5.0 / 10 · rule-coverage 100% · ceiling Documented

5 finding(s): 0 critical, 5 high, 0 medium, 0 low. Remediation for historically-committed secrets is credential rotation — they remain in history regardless of later deletion.

Secret: private-key · ×3configs/cert/ca.key:1detected by gitleaks finding
Rotate the exposed credentials — git history can't be un-committed

What to do

  1. Resolve the 3 Secret finding(s) in Secrets (history) — start with ca.key, server.key, milvus.yaml. — One of this dimension's main actionable groups (3 issue-level).
  2. Resolve the 1 Rotate the exposed credentials finding(s) in Secrets (history). — One of this dimension's main actionable groups (1 recommendation-level).

Detailed fixes: d28_recommendation.md · top locations in Appendix A, every location in findings.md.

D29 · Static Analysis (SAST)10.0 / 10Exemplary○ Nothing flagged

What it measures: Real static-analysis (SAST) findings — likely security bugs in the code, any language.

Method: Polyglot static analysis via semgrep across the repo using the pinned, image-baked p/security-audit + p/owasp-top-ten rulesets (no scan-time registry fetch); severity rules (ERROR/WARNING/INFO) map to a full-band severity-weighted score. Exhaustive, deterministic; degrades on parse failure.

Coverage: semgrep pattern rules over all files — exhaustive for the rule set, blind to classes of bug without a rule (clean = no rule matched).

Maturity: DocumentedVerifiedPrevented · effective 10.0 / 10 · rule-coverage 100% · ceiling Documented

semgrep found no security issues.

✓ On the Gold path — maintain.

Detailed fixes: d29_recommendation.md.

D31 · IaC & Container Security0.0 / 10Critical✓ Tool-verified

What it measures: Whether Dockerfiles / Terraform / Kubernetes config follow security best practices.

Method: IaC/container misconfiguration scan via trivy config (Dockerfile/Terraform/K8s/Helm/CloudFormation); severity rules to 0-10 moderate normalizer. NotApplicable without manifests. Exhaustive, deterministic.

Maturity: DocumentedVerifiedPrevented · effective 0.0 / 10 · rule-coverage 100% · ceiling Documented

121 finding(s): 0 critical, 22 high, 54 medium, 45 low.

High IaC: KSV-0014 · ×21build/config/logging/cron-logging.yamldetected by trivy finding
Medium IaC: KSV-0001 · ×25build/config/logging/cron-logging.yamldetected by trivy finding

What to do

  1. Resolve the 25 Medium IaC finding(s) in IaC & Container Security — start with cron-logging.yaml (6), metallb.yaml (5), metrics.yaml (4). — One of this dimension's main actionable groups (25 warning-level).
  2. Resolve the 21 High IaC finding(s) in IaC & Container Security — start with Dockerfile (15), metallb.yaml (4), cron-logging.yaml. — One of this dimension's main actionable groups (21 issue-level).

Detailed fixes: d31_recommendation.md · top locations in Appendix A, every location in findings.md.

D34 · Knowledge Freshness9.6 / 10Exemplary✓ Tool-verified

What it measures: Whether anyone still has living knowledge of each file, or it has been orphaned — last understood long ago by someone now gone quiet. The sibling of the bus factor: D16 asks who owns it, D34 asks whether anyone still knows it.

Method: File orphaning as total living-knowledge decay below one focused-commit's worth within a year, computed per-file from the D16 decay model. Exhaustive, deterministic over fixed history.

Maturity: DocumentedVerifiedPrevented · effective 9.6 / 10 · rule-coverage 100% · ceiling Documented

46 of 1260 significant source file(s) are orphaned — their living knowledge has decayed to nothing, so no one currently understands them. The largest is internal/storage/field_value.go.

Orphaned knowledge · ×2internal/storage/field_value.go
Further orphaned files (smaller)

✓ On the Gold path — maintain.

Detailed fixes: d34_recommendation.md · top locations in Appendix A, every location in findings.md.

D35 · Change Coupling10.0 / 10Exemplary✓ Tool-verified

What it measures: Whether files that change together actually belong together — pairs that repeatedly co-change in git history despite having no explicit code dependency, surfacing the hidden/logical coupling (and boundaries in the wrong place) a static scan can't see.

Method: Pairwise co-occurrence over the per-commit file sets in git history (production source only — tests and generated dropped): Degree-of-Coupling = shared ÷ min individual revisions, reported above noise floors (each file ≥10 revisions, ≥5 shared commits, ≥50% strength); sweeping commits excluded. Deterministic over fixed history.

Coverage: Population: PRODUCTION source files only — test and generated files are dropped before pairing, so a class co-changing with its own test (trivially ~100%) can't drown the real production↔production coupling. Pairs ranked by Degree-of-Coupling; coupling through a build step, config, or non-source file isn't seen.

Maturity: DocumentedVerifiedPrevented · effective 10.0 / 10 · rule-coverage 100% · ceiling Documented

Strongest change-coupling: quota_metric.go↔quota_param.go 80%; init_segcore.go↔component_param.go 64%

Boundary-crossing change coupling: init_segcore.go ↔ component_param.gointernal/datanode/index/init_segcore.go
Change coupling: quota_metric.go ↔ quota_param.gopkg/util/metricsinfo/quota_metric.go

✓ On the Gold path — maintain.

Detailed fixes: d35_recommendation.md · top locations in Appendix A, every location in findings.md.

D36 · Supply-chain Provenance & Signing0.0 / 10Critical✓ Tool-verified

What it measures: Whether the build pipeline provides supply-chain integrity — generated provenance/attestation, signed artifacts (cosign/sigstore), an SBOM, and pinned build actions. Presence of the configuration, not a runtime guarantee.

Method: Supply-chain provenance/signing read deterministically from CI/build config (.github/workflows, .gitlab-ci.yml, azure-pipelines, Jenkinsfile, .circleci) + the release surface: four signals — generated provenance/attestation (SLSA/in-toto/actions-attest), artifact signing (cosign/sigstore/gitsign), an SBOM (syft/sbom-action/*.spdx.json/*.cdx.json), and SHA-pinned build actions — scored 10·present/denom. NotApplicable without a build pipeline. Detects configuration presence, not runtime enforcement.

Maturity: DocumentedVerifiedPrevented · effective 0.0 / 10 · rule-coverage 100% · ceiling Documented

0/4 supply-chain integrity signals present (provenance, signing, SBOM, pinned actions).

Unpinned build actions
PR-triggered workflow without a permissions block
Secret passed as a command-line argument
No build provenance
No artifact signing

+ 1 more group(s) — more in Appendix A; the complete list is findings.md.

What to do

  1. Resolve the 1 Unpinned build actions finding(s) in Supply-chain Provenance & Signing. — One of this dimension's main actionable groups (1 warning-level).
  2. Resolve the 1 PR-triggered workflow without a permissions block finding(s) in Supply-chain Provenance & Signing. — One of this dimension's main actionable groups (1 warning-level).
  3. Resolve the 1 Secret passed as a command-line argument finding(s) in Supply-chain Provenance & Signing. — One of this dimension's main actionable groups (1 warning-level).

Detailed fixes: d36_recommendation.md · top locations in Appendix A, every location in findings.md.

D38 · OSV Dependency Vulnerabilities1.7 / 10Critical✓ Tool-verified

What it measures: Whether dependencies have known published vulnerabilities (CVEs) per the OSV database — read natively from whatever lockfile the repository ships (Cargo, npm, Go, Python, Maven, RubyGems, …). D33 and D30 add ecosystem-specific scanners on top for npm and .NET.

Method: Multi-ecosystem dependency-CVE scan via osv-scanner --recursive (queries the osv.dev database + parses lockfiles natively across ecosystems: npm package-lock/yarn/pnpm/bun, Go go.mod, Rust Cargo.lock, Maven/Gradle pom.xml/gradle.lockfile, PyPI requirements.txt/poetry.lock/Pipfile.lock, Composer composer.lock, RubyGems Gemfile.lock, Hex mix.lock, pub pubspec.lock, Swift Package.resolved); severity tally (Critical/High/Medium/Low) to 0-10 tight normalizer (8.0). NotApplicable only when the repo declares no supported non-.NET dependency lockfile (a NuGet-only repo stays NotApplicable — .NET CVEs are D30's domain); coverage needs a resolved lockfile. Additive to D33 (trivy fs); exhaustive + deterministic, DB kept fresh.

Maturity: DocumentedVerifiedPrevented · effective 1.7 / 10 · rule-coverage 100% · ceiling Documented

35 finding(s): 0 critical, 4 high, 31 medium, 0 low.

High vulnerability: [GHSA redacted] · ×3client/go.moddetected by osv-scanner finding
High CVE: [GHSA redacted]internal/core/thirdparty/tantivy/tantivy-binding/Cargo.lockdetected by osv-scanner finding
Medium CVE: [GHSA redacted] · ×12internal/core/thirdparty/tantivy/tantivy-binding/Cargo.lockdetected by osv-scanner finding
Medium advisory (unsound): RUSTSEC-2026-0190 · ×9internal/core/thirdparty/tantivy/tantivy-binding/Cargo.lockdetected by osv-scanner finding
Medium vulnerability: RUSTSEC-2026-0204 · ×6internal/core/thirdparty/tantivy/tantivy-binding/Cargo.lockdetected by osv-scanner finding

+ 1 more group(s) — more in Appendix A; the complete list is findings.md.

What to do

  1. Resolve the 12 Medium CVE finding(s) in OSV Dependency Vulnerabilities — start with go.mod (10), Cargo.lock (2). — One of this dimension's main actionable groups (12 warning-level).
  2. Resolve the 3 High vulnerability finding(s) in OSV Dependency Vulnerabilities — start with Cargo.lock (2), go.mod. — One of this dimension's main actionable groups (3 issue-level).
  3. Resolve the 1 High CVE finding(s) in OSV Dependency Vulnerabilities — start with Cargo.lock. — One of this dimension's main actionable groups (1 issue-level).

Detailed fixes: d38_recommendation.md · top locations in Appendix A, every location in findings.md.

D40 · Network Egress Confinement6.0 / 10Adequate✓ Tool-verified

What it measures: Whether Kubernetes workloads restrict network EGRESS with a NetworkPolicy (or Cilium policy), limiting where a compromised pod can send data or reach a command-and-control server. Presence of committed egress-restricting policy, not runtime enforcement.

Method: Deterministic YAML-manifest inspection (no external tool, no Roslyn — language-agnostic): Kubernetes workloads gate applicability; credits a NetworkPolicy / Cilium policy that restricts egress (policyTypes: [Egress] / egress rules). Reward-leaning (neutral floor climbing to 10, never a deduction — baseline misconfigs stay with D31). Deterministic.

Maturity: DocumentedVerifiedPrevented · effective 6.0 / 10 · rule-coverage 100% · ceiling Documented

0/2 network-egress controls present (network policy, egress restriction).

No network policy

What to do

  1. Resolve the 1 No network policy finding(s) in Network Egress Confinement. — One of this dimension's main actionable groups (1 recommendation-level).

Detailed fixes: d40_recommendation.md · top locations in Appendix A, every location in findings.md.

D41 · Kernel & Syscall Confinement6.0 / 10Adequate✓ Tool-verified

What it measures: Whether Kubernetes workloads confine the kernel boundary — a seccomp profile (RuntimeDefault/Localhost) plus an AppArmor/SELinux mandatory-access-control layer — shrinking the syscall attack surface a container escape would use. Presence of committed confinement config, not runtime enforcement.

Method: Deterministic YAML-manifest inspection (no external tool, no Roslyn): on Kubernetes workloads, credits a seccomp profile (RuntimeDefault/Localhost) and an AppArmor/SELinux MAC layer. Reward-leaning (neutral floor climbing to 10); NotApplicable without workloads. Deterministic.

Maturity: DocumentedVerifiedPrevented · effective 6.0 / 10 · rule-coverage 100% · ceiling Documented

0/2 syscall-confinement controls present (seccomp, AppArmor/SELinux).

No seccomp profile
No AppArmor/SELinux confinement

What to do

  1. Resolve the 1 No seccomp profile finding(s) in Kernel & Syscall Confinement. — One of this dimension's main actionable groups (1 recommendation-level).
  2. Resolve the 1 No AppArmor/SELinux confinement finding(s) in Kernel & Syscall Confinement. — One of this dimension's main actionable groups (1 recommendation-level).

Detailed fixes: d41_recommendation.md · top locations in Appendix A, every location in findings.md.

D42 · Runtime Threat Enforcement6.0 / 10Adequate✓ Tool-verified

What it measures: Whether the Kubernetes deployment wires runtime threat enforcement — a detection engine (Tetragon/Falco) and/or an admission-control policy gate (Kyverno / OPA Gatekeeper / PodSecurity). Presence of committed policy, not a runtime guarantee.

Method: Deterministic YAML-manifest inspection (no external tool, no Roslyn): on Kubernetes workloads, credits a runtime threat-detection engine (Tetragon TracingPolicy / Falco) and an admission-control policy (Kyverno / OPA Gatekeeper / PodSecurity). Reward-leaning; NotApplicable without workloads. Deterministic.

Maturity: DocumentedVerifiedPrevented · effective 6.0 / 10 · rule-coverage 100% · ceiling Documented

0/2 runtime-enforcement controls present (threat detection, admission control).

No runtime threat detection
No admission-control policy

What to do

  1. Resolve the 1 No runtime threat detection finding(s) in Runtime Threat Enforcement. — One of this dimension's main actionable groups (1 recommendation-level).
  2. Resolve the 1 No admission-control policy finding(s) in Runtime Threat Enforcement. — One of this dimension's main actionable groups (1 recommendation-level).

Detailed fixes: d42_recommendation.md · top locations in Appendix A, every location in findings.md.

Frontend & cross-cutting dimensions

R = React/JS · M = Maturity · P = Readiness.

AC2 · Forms & labels4.2 / 10Adequate✓ Tool-verified

Other · Accessibility — Whether form controls have a programmatic label (an associated label, aria-label or aria-labelledby), buttons have text, links have an accessible name, fieldsets have a non-empty legend, known UI-library field components carry a label prop, and a placeholder isn't used as the only label. Static markup readiness, not a WCAG conformance claim.

Method: Static markup-model scan: inputs/selects/textareas checked for an associated label[for]/wrapping label/aria-label/aria-labelledby (per document), buttons for accessible text, fieldsets for a legend; placeholder-only labelling flagged. Deterministic, hard fact per control.

  • This control has only a placeholder — a placeholder is not a label (it vanishes on input and many AT ignore it). Add a <label for>, a wrapping <label>, or aria-label. (×7) — index.html:154, index.html:158, telemetry.html:1205, …
  • This control has no associated label. Add a <label for> / wrapping <label> / aria-label / aria-labelledby so assistive tech can name it. (×4) — telemetry.html:1249, telemetry.html:1324, telemetry.html:1380, …

What to do

  • Give every control a programmatic label (a <label for> / wrapping <label> / aria-label) and every button text — a placeholder is not a label.
AC3 · Page structure6.2 / 10Strong✓ Tool-verified

Other · Accessibility — Whether pages declare a language (well-formed BCP-47) and a non-empty title, expose exactly one main landmark and a sane heading order with non-empty headings, keep zoom enabled, title their iframes, give data tables header cells, and avoid meta-refresh. Static markup readiness, not a WCAG conformance claim.

Method: Static markup-model scan: html lang, document <title>, a main landmark and heading order on full documents only, plus zoom-disabling viewports, untitled iframes and meta-refresh anywhere. Deterministic, per structural checkpoint.

  • No <main> (or role="main") means no "skip to content" target and a weaker landmark map. Wrap the primary content in <main>. — index.html:2

What to do

  • Declare <html lang>, a document <title> and a <main> landmark, keep headings in order, leave zoom enabled, title iframes and drop meta-refresh.
AC4 · Keyboard semantics5.0 / 10Adequate✓ Tool-verified

Other · Accessibility — Whether interactive behaviour is keyboard-reachable — no click handler on a non-interactive element lacking a role, tabindex and key handler, no positive tabindex, no href-less anchor, no placeholder-href (#/javascript) link acting as a button. Static markup readiness, not a WCAG conformance claim.

Method: Static markup-model scan: click handlers on non-interactive elements lacking role+tabindex+key handler, positive tabindex values, and href-less anchors. Components skipped, spreads suppressed. Deterministic, hard fact per element.

  • A click handler on a plain element isn't keyboard-operable. Use a <button>, or add role + tabindex="0" + a key handler. — telemetry.html:1289

What to do

  • Make custom controls keyboard-operable (role + tabindex + key handler), drop positive tabindex, and give anchors a real href.
AC6 · Visual & motion safety5.5 / 10Adequate✓ Tool-verified

Other · Accessibility — Whether focus outlines aren't removed without a replacement, motion respects prefers-reduced-motion, and literal CSS colour pairs meet contrast — PARTIAL: inline styles, in-repo <style> blocks, in-repo .css files, var() tokens, Tailwind neutral utilities and CSS-in-JS literals are read (hex/rgb/hsl/named), never computed/runtime/external-CDN colour. Static markup readiness, not a WCAG conformance claim.

Method: Static markup/CSS scan: inline outline:none/0, literal inline colour/background contrast against the 4.5:1 AA floor, and <style>-block animation without a prefers-reduced-motion guard. Deterministic but PARTIAL — only inline styles and in-repo CSS literals are visible.

  • `.card button` sets color: #ffffff on background-color: #007bff — 4.0:1, below the 4.5:1 WCAG AA minimum for normal text. Darken or lighten one of them. — index.html:7
  • This stylesheet animates but never checks prefers-reduced-motion, so motion-sensitive users can't opt out. Wrap motion in @media (prefers-reduced-motion: no-preference). — telemetry.html:7
  • `button._zButton_ok9yu_12._warning_ok9yu_141` sets color: #fff on background-color: #ffb800 — 1.7:1, below the 4.5:1 WCAG AA minimum for normal text. This is a MINIFIED, build-generated sheet — editing the literal here is undone by the next vendor drop or rebuild, so override the rule in your own stylesheet (or fix it upstream / in the source the bundle is built from). — index-Cxslai7T.css:1

What to do

  • Keep a visible focus style (don't remove the outline without a replacement), guard animation with prefers-reduced-motion, and raise low-contrast colour pairs to at least 4.5:1.
AC7 · A11y enforcement4.0 / 10Adequate✓ Tool-verified

Other · Accessibility — Whether accessibility is ENFORCED in the toolchain — an accessibility checker configured over the markup (an a11y lint rule set, e.g. eslint-plugin-jsx-a11y or vuejs-accessibility where the project lints JavaScript) and an automated accessibility assertion wired into tests or CI (axe/pa11y/Lighthouse or an equivalent) — on the Documented→Verified→Prevented ladder.

Method: Repo config/CI scan: an accessibility checker configured over the markup (an a11y lint rule set such as eslint-plugin-jsx-a11y / vuejs-accessibility where JavaScript is linted) and an automated accessibility assertion in tests or CI (axe/pa11y/Lighthouse or equivalent), graded on the Documented→Verified→Prevented rungs. Deterministic, presence/rung detection.

  • No accessibility enforcement found — no automated accessibility check runs over the HTML your app renders. Assert the accessibility invariants over that HTML in the test suite you already have (parse the output and assert, or drive a browser), and gate that test in CI so a regression blocks the merge.

What to do

  • Enforce accessibility in the test suite you already have: assert the accessibility invariants over the HTML your app renders — parse the rendered output in an existing test, or drive a real browser from one — and gate that test in CI so a regression blocks the merge.
AX5 · Architecture & structure10.0 / 10Exemplary✓ Tool-verified

Other · Architecture — Whether the codebase has a recognisable, scale-appropriate structure (a named architectural style, or modular enough for its size) rather than being an ad-hoc ball of mud.

Method: Roslyn plus csproj analysis: architecture style detection (DDD, clean, vertical-slice, CQRS) and structure fitness for repo size. Deterministic.

AX9 · CQS / query purity10.0 / 10Exemplary✓ Tool-verified

Other · Architecture — Whether read (query) handlers stay side-effect-free — a query that writes persistent state or raises events breaks CQS and makes reads unsafe to retry, cache, or route to a read replica.

Method: Roslyn scan: CQRS handlers classified query-vs-command by interface (IQueryHandler/ICommandHandler/IRequestHandler<TQuery,TResult>) and name convention (*Query/Get*/Find* vs *Command); each query handler's body checked for persistent-state writes (SaveChanges/repository Add-Update) or event publishes by resolved invocation. Deterministic, type-level, exhaustive over the detected handlers.

Coverage: Population: CQRS handlers identified by IQueryHandler/ICommandHandler/IRequestHandler interface + *Query/Get*/Find*/*Command NAME convention; query purity then checked exhaustively within that set — a query handler using neither convention is invisible, and mutation is a resolved persistence/publish CALL, not full dataflow.

DM1 · Aggregate boundaries6.7 / 10Strong✓ Tool-verified

Other · Domain Modelling — Whether aggregates reference each other by identity (id) rather than by direct object reference — the core DDD consistency-boundary rule.

Method: Roslyn (DDD-gated): aggregate roots identified by convention; each aggregate field checked for direct references to other aggregates versus id-only. Deterministic, DDD-native.

Coverage: Population: aggregate roots identified by AggregateRoot/IAggregateRoot base/interface NAME convention; reference-by-identity then checked exhaustively within that set — a root not using those names is invisible.

  • `Schema` references the aggregate root `Field` directly (via `pkField`) — hold its `FieldId` instead. — schema.go:72
  • `GrpcTokenizer` references the aggregate root `TokenizerClient` directly (via `client`) — hold its `TokenizerClientId` instead. — grpc_tokenizer.rs:28

What to do

  • Reference other aggregates by their strongly-typed id, never by object reference, so each aggregate stays an independent consistency boundary.
DM2 · Strongly-typed ids3.0 / 10Weak✓ Tool-verified

Other · Domain Modelling — How much of the domain uses strongly-typed ids vs raw Guid/string/int — adoption curve, not all-or-nothing.

Method: Roslyn (DDD-gated): strongly-typed id adoption on domain entities/events; raw Guid/int/string ids counted versus wrapped types. Deterministic, adoption percentage.

Coverage: Population: id-like members by *Id/*Key NAME suffix; strongly-typed-ID shape then checked semantically — non-suffixed identifiers are not seen.

  • `Field.ID` is a raw `int64` — give it a strongly-typed id: a dedicated single-field type wrapping the `int64`, in whatever form your language spells that. — field.go:222
  • `Collection.TenantID` is a raw `string` — give it a strongly-typed id: a dedicated single-field type wrapping the `string`, in whatever form your language spells that. — collection.go:33
  • `Collection.DBID` is a raw `int64` — give it a strongly-typed id: a dedicated single-field type wrapping the `int64`, in whatever form your language spells that. — collection.go:34
  • `Collection.CollectionID` is a raw `int64` — give it a strongly-typed id: a dedicated single-field type wrapping the `int64`, in whatever form your language spells that. — collection.go:35

What to do

  • Adopt strongly-typed ids across the domain — finish the migration or document the boundary; primitive ids invite transposed-argument bugs.
DM4 · Rich vs anemic model10.0 / 10Exemplary✓ Tool-verified

Other · Domain Modelling — Whether aggregates/entities carry the behaviour that protects their invariants, rather than being data bags driven by external services.

Method: Roslyn (DDD-gated): entity method BODIES classified mutator-vs-query — only methods that mutate the entity's own declared state count as invariant-protecting behaviour, so a getter/passthrough doesn't rescue an anemic class. Deterministic, exhaustive over domain-layer entities.

Coverage: Population: entities by name/base convention; rich-vs-anemic judged by classifying each method body mutator-vs-query — logic-bearing domain types outside the convention are invisible.

DM5 · Encapsulated state6.0 / 10Strong✓ Tool-verified

Other · Domain Modelling — Whether entities protect their state (private/init-only setters) instead of exposing public setters that bypass invariants. Softened when a rehydration framework (Marten/EF) is present.

Method: Roslyn (DDD-gated): public setters on entities detected; score softened when Marten/EF rehydration frameworks present. Deterministic, framework-aware.

Coverage: Population: entities by convention; encapsulation (setter shape) checked exhaustively within the set.

  • `Field` exposes publicly writable state (ID, Name, PrimaryKey, AutoID, Description, DataType, …). — field.go:221
  • `Function` exposes publicly writable state (Name, Description, Type, InputFieldNames, OutputFieldNames, Params). — function.go:38
  • `Schema` exposes publicly writable state (CollectionName, Description, AutoID, Fields, EnableDynamicField, Functions, …). — schema.go:62
  • `Collection` exposes publicly writable state (TenantID, DBID, CollectionID, Partitions, Name, DBName, …). — collection.go:32

What to do

  • Make entity setters private/init-only; change state only through methods that enforce the invariants (Marten/EF can bind via constructor or private setters).
DM7 · Repository granularity10.0 / 10Exemplary✓ Tool-verified

Other · Domain Modelling — Whether repositories are per aggregate root (not per child entity) so the root's invariants can't be bypassed.

Method: Roslyn (DDD-gated): repository abstraction detection; repositories over non-aggregate-root entities flagged. Deterministic, DDD-native.

Coverage: Population: repositories + aggregate roots by NAME convention; per-root repository rule checked within the set.

DM8 · Value-object opportunities10.0 / 10Exemplary✓ Tool-verified

Other · Domain Modelling — Whether clusters of primitives that travel together (a missing value object) are extracted — a low-weight suggestion, LLM-confirmed when configured.

Method: Roslyn (DDD-gated): primitive parameter clusters recurring three or more times across signatures extracted, then confirmed by language model when configured. Advisory, low-weight.

M1 · Documentation (README)7.2 / 10Exemplary✓ Tool-verified

Maturity · Maturity — Whether the repo and its projects have a README, and whether it's substantive and current.

Method: Filesystem scan: README presence, word count, and headings for depth; git history for staleness. Exhaustive across root and project dirs, deterministic.

What to do

  • Add a 'Testing' section to the root README — how to run the test suite.
  • Add an 'Architecture' / 'How it works' section to the root README — the high-level shape.
  • Add a README to the 3 of 4 project(s) that lack one — worth up to 1.5 pts.
M2 · Architecture documentation10.0 / 10Exemplary✓ Tool-verified

Maturity · Maturity — Whether key decisions (ADRs) and the high-level shape (C4/diagrams) are written down.

Method: Filesystem scan: ADR folder/naming conventions or content, plus Mermaid/PlantUML/C4/architecture.md discovery. Exhaustive, deterministic.

M3 · Folder & project structure10.0 / 10Exemplary✓ Tool-verified

Maturity · Maturity — Whether the repo is organised deliberately — src/test separation and consistent project naming.

Method: Filesystem scan: src/test folder separation and namespace-prefix consistency (majority RootNamespace agreement). Exhaustive across projects, deterministic.

M4 · Documentation accuracy8.0 / 10Exemplary◐ Sampled · advisory

Maturity · Maturity — Whether the README actually describes the code that exists (LLM-judged, advisory).

Method: Judged by language model at low temperature: README accuracy versus actual projects, within a disclosed tolerance. Advisory, not a measured number.

  • README advertises a microservices architecture, but the repo is a single project with no service manifests

What to do

  • Reconcile the README with reality: README advertises a microservices architecture, but the repo is a single project with no service manifests.
P1 · CI/CD gates10.0 / 10Exemplary○ Nothing flagged

Readiness · Readiness — Whether an automated pipeline builds and tests every change.

Method: Filesystem scan: CI workflow files (.github/workflows, .gitlab-ci.yml, etc.) for build and test stages. Exhaustive, deterministic.

P3 · Security & performance tooling5.0 / 10Adequate✓ Tool-verified

Readiness · Readiness — Whether SAST, secret/dependency scanning and performance benchmarking are wired in (presence, not runtime).

Method: Filesystem scan: SAST configuration, dependency-update automation, secret scanning, and a benchmark harness or benchmark step — in this repository's own ecosystem. Exhaustive, deterministic.

What to do

  • Enable Dependabot/Renovate or a dependency-review gate.
  • Add gitleaks/trufflehog in CI to block PRs that introduce committed secrets.
P4 · Deployment & Rollback10.0 / 10Exemplary✓ Tool-verified

Readiness · Readiness — Whether releases are automated and safely reversible (probes, rolling updates, approval gates) — from manifests/pipeline files, not the live environment.

Method: Filesystem scan: deployment manifests/IaC (K8s YAML, Helm, Terraform) for rolling updates, probes, approval gates, migration hooks. Exhaustive, deterministic.

P5 · DR & Backup7.0 / 10Strong✓ Tool-verified

Readiness · Readiness — Whether disaster recovery is planned and codified — backups, geo-recovery, RTO/RPO, persistence guarantees — from IaC + container manifests + docs, never the live cloud.

Method: Filesystem scan: disaster recovery, backup, geo-recovery, RTO/RPO, persistence guarantees from IaC, manifests, and docs. Exhaustive, deterministic, never a live environment.

What to do

  • No persistence guard on critical data stores — use Docker named volumes (or your orchestrator's persistent-volume equivalent) so the data store can't be wiped by a container recreate (or, in cloud, set purge-protection / soft-delete / prevent_destroy).

WCAG coverage — what static analysis assessed

Statically assessed 12 of 55 WCAG 2.2 Level A/AA success criteria (22%; ≈24% of the 50 WCAG 2.1 AA criteria for EN 301 549). The other 43 require runtime or manual evaluation. Partial signal only (a clean result is necessary, not sufficient; static analysis fully verifies none). This is accessibility readiness, not a conformance claim — a WCAG conformance claim requires manual evaluation (WCAG-EM 1.0).

DimensionWCAG 2.2 A/AA criteriaCoverage
AC2 · Forms & labels1.3.1, 3.3.2, 4.1.2Partial signal
AC3 · Page structure1.4.4, 2.2.1, 2.4.1, 2.4.2, 3.1.1, 4.1.2Partial signal
AC4 · Keyboard semantics2.1.1, 2.4.3Partial signal
AC6 · Visual & motion safety1.4.3, 2.4.7Partial — literal CSS only
AC7 · A11y enforcementenforcement — no page criterionEnforcement posture (process)

Not statically assessed — these 43 Level A/AA criteria need runtime or manual evaluation (WCAG-EM): 1.1.1, 1.2.1, 1.2.2, 1.2.3, 1.2.4, 1.2.5, 1.3.2, 1.3.3, 1.3.4, 1.3.5, 1.4.1, 1.4.2, 1.4.5, 1.4.10, 1.4.11, 1.4.12, 1.4.13, 2.1.2, 2.1.4, 2.2.2, 2.3.1, 2.4.4, 2.4.5, 2.4.6, 2.4.11, 2.5.1, 2.5.2, 2.5.3, 2.5.4, 2.5.7, 2.5.8, 3.1.2, 3.2.1, 3.2.2, 3.2.3, 3.2.4, 3.2.6, 3.3.1, 3.3.3, 3.3.4, 3.3.7, 3.3.8, 4.1.3.

Reference — by lens

The score is the rank-weighted fold of these lenses (worst-heaviest), each including its meta-dimensions; a lens with a Critical contributor is capped at Fair (its band reads "gated by …") and is never the strongest area however high its average.

LensScoreRatingImpact
Code Health65%Adequate — gated by D2Capped at Fair by a Critical contributor — resolve it before relying on this lens.
Architecture100%ExemplaryStrongest area.
Maturity85%ExemplarySolid.
Readiness49%Adequate — gated by D13Capped at Fair by a Critical contributor — resolve it before relying on this lens.
Security43%Weak — gated by D31, D36, D38Capped at Fair by a Critical contributor — resolve it before relying on this lens.
Domain Modelling61%Adequate — gated by DM2Capped at Fair by a Critical contributor — resolve it before relying on this lens.
Accessibility47%AdequateAcceptable, with room to improve.
Not included — 59 check(s) not relevant to this codebase

These checks had nothing to measure here (no tests, no git history, the codebase is small, or the architecture style doesn't apply), so they're omitted above rather than scored low.

  • AC1 Text alternatives — No image/media element found in the parsed markup — AC1 not applicable here.
  • AC5 ARIA correctness — No ARIA usage found in the parsed markup — AC5 not applicable here.
  • AX1 Captive dependencies — no DI registrations detected
  • AX10 Code composition — not assessed — code composition is computed by ROLE over a document set that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
  • AX2 Stateful singletons — no singleton implementations detected
  • AX3 Project dependency cycles — not assessed — project cycles and dependency direction are computed over a project-reference graph that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
  • AX4 Dependency direction — not applicable to a CQRS architecture (the inward-dependency rule is for layered/clean styles)
  • AX6 Interface segregation — not assessed — interface segregation is computed over a type surface that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
  • AX7 Slice cohesion — not applicable — not a vertical-slice architecture
  • AX8 Test isolation — not assessed — test isolation is computed from a project graph (which projects are test projects, and what they reference) that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
  • AXB2 Runtime readiness — Advisory — this card reports evidence and never carries a score, so there is nothing missing here.
  • C1 Data Protection — Not assessed: these personal data controls are read from a source model (declarative annotations, request middleware, entity/column names, guard methods) that was not loaded for this repository — because the repository is written in a language this check does not yet model, or because its projects failed to load. Absence of an idiom this check recognises is NOT evidence that this repository lacks personal data controls: it may implement them entirely in its own ecosystem. This is a gap in the analyzer's language coverage, not a finding about this repository.
  • C2 Access Controls — Not assessed: these authorization controls are read from a source model (declarative annotations, request middleware, entity/column names, guard methods) that was not loaded for this repository — because the repository is written in a language this check does not yet model, or because its projects failed to load. Absence of an idiom this check recognises is NOT evidence that this repository lacks authorization controls: it may implement them entirely in its own ecosystem. This is a gap in the analyzer's language coverage, not a finding about this repository.
  • C3 Audit Trail — Not assessed: these audit controls are read from a source model (declarative annotations, request middleware, entity/column names, guard methods) that was not loaded for this repository — because the repository is written in a language this check does not yet model, or because its projects failed to load. Absence of an idiom this check recognises is NOT evidence that this repository lacks audit controls: it may implement them entirely in its own ecosystem. This is a gap in the analyzer's language coverage, not a finding about this repository.
  • C4 Data Retention — Not assessed: these retention controls are read from a source model (declarative annotations, request middleware, entity/column names, guard methods) that was not loaded for this repository — because the repository is written in a language this check does not yet model, or because its projects failed to load. Absence of an idiom this check recognises is NOT evidence that this repository lacks retention controls: it may implement them entirely in its own ecosystem. This is a gap in the analyzer's language coverage, not a finding about this repository.
  • C5 Data-Subject Rights — Not assessed: these data-subject rights controls are read from a source model (declarative annotations, request middleware, entity/column names, guard methods) that was not loaded for this repository — because the repository is written in a language this check does not yet model, or because its projects failed to load. Absence of an idiom this check recognises is NOT evidence that this repository lacks data-subject rights controls: it may implement them entirely in its own ecosystem. This is a gap in the analyzer's language coverage, not a finding about this repository.
  • D10 Test Quality — ~876906 lines of test source are present (.go, .py) but the test-quality collector reads C# only, so skipped/assertion-free tests couldn't be counted. Not scored — this is a gap in the analyzer, not a finding about this repository.
  • D11 Test Reliability — Test reliability not included
  • D12 Dependency Hygiene — Dependency hygiene not measured — dependency manifest found but not parsed for hygiene
  • D14 License Compliance — Not scored — this repository's package manifest is not parsed for licence data yet. A gap in the analyzer's language coverage, NOT a finding that the repository's licenses are compliant (a Go module (go.mod/go.sum)), which this pass does not parse yet — so this dimension asserts nothing about this repository's licensing in either direction.
  • D17 Explicit Debt — explicit-debt markers are read through a C# workspace today, so they were not read for this repository's language — this asserts nothing about how many markers the code carries. Not scored — this is a gap in the analyzer, not a finding about this repository
  • D18 Solution Shape — D18 scores the shape of a .NET solution; this repository has no .NET solution or project files, so the dimension does not apply.
  • D22 Internal API Consistency — No exposed public API
  • D23 Boundary Type-Coupling — Production source is present (.go, .py, .rs) but bounded contexts are resolved over the C#/VB project set, which exposed none, so context scope could not be assessed. Not scored — this is a gap in the analyzer, not a verdict about this repository. Declaring the codebase's bounded contexts (≥2) would let cross-boundary type coupling be assessed — see the recommendation on this dimension for where. Declare them in `.codehealth/config.yaml` at the repository root (create it if absent), mapping each context name to the module-path or namespace prefixes that belong to it — e.g. `architecture:` → `contexts:` → `Billing: ["src/billing", "Acme.Billing"]`, `Catalog: ["src/catalog", "Acme.Catalog"]`.
  • D24 Comment Value — No inline comments to assess — comment value is not applicable here.
  • D26 Project Cohesion — Project cohesion is assessed over the .NET project set; this target exposed no projects, so project size and spread could not be assessed. Not scored — this is a gap in the analyzer's reach, not a verdict about this repository.
  • D27 Navigability — No calls could be sampled, so navigability was not assessed — tracing effort is measured over resolved call sites and this target exposed none. Not scored — this is a gap in the analyzer's reach, not a verdict about this repository.
  • D30 Dependency Vulnerabilities — Not scored — no dependency manifest in a supported ecosystem was read for this repository. A gap in the analyzer's language coverage, NOT a finding that the repository is free of vulnerable dependencies (a Go module (go.mod/go.sum) — not scanned yet) — where an OSV-supported manifest exists, dependency vulnerabilities for this repository are reported under D38 instead.
  • D32 Data Compliance (PII/GDPR) — No PII/GDPR-handling patterns detected (p/gdpr ruleset) — no data-compliance surface to assess.
  • D33 JS/npm Dependency Vulnerabilities — No JS/npm manifest or lockfile found outside build output (package.json, package-lock.json, yarn.lock, pnpm-lock.yaml, bun.lockb); no JS dependencies to scan.
  • D37 Vulnerability-disclosure Policy — No vulnerability-disclosure policy file found (SECURITY.md/.markdown/.rst/.txt at root or under .github/.forgejo/.gitea/docs, .well-known/security.txt). A coordinated-disclosure policy may live off-repo, so this is not evidenced rather than failed.
  • D39 IL Efficiency — D39 measures the IL emitted by a .NET build; this repository has no .NET solution or project files, so the dimension does not apply.
  • D5 Coupling — Inter-project coupling could not be assessed — no analyzable project graph was found for this repository. Not scored: a gap in the analyzer's reach, not a verdict about this repository. (Coupling here is Martin afferent/efferent/instability plus reference cycles across a project-reference graph, read today from .NET project files; other ecosystems' module graphs are not read yet.)
  • D6 Cohesion (LCOM4) — Cohesion (LCOM4) is measured over a C#/VB class graph, and this repository's production source is mostly .go, .py, .rs, which this pass does not read, so cohesion was not assessed for this repository. Not scored — this is a gap in the analyzer, not a finding about this repository.
  • D8 Code Coverage — Coverage not included — suite not readable by the collector
  • D9 Test Distribution — Test source is present (.go, .py) but the test-pyramid classifier reads C# only, so its unit/integration/BDD/E2E split couldn't be counted. Not scored — this is a gap in the analyzer, not a finding about this repository.
  • DM3 Integration-event coupling — no integration events detected — coupling check not applicable
  • DM6 Domain ↔ infrastructure boundary — no domain-layer types detected — domain↔infrastructure boundary check not applicable
  • ED2 Event/command shape — not scored — deciding whether a command has more than one competing handler requires resolving the call graph, and a call made through an inferred or generic receiver has no resolvable owner in the source. Reported as guidance rather than measured
  • ED5 Idempotency — no mutating command handlers or message consumers detected — idempotency check not applicable
  • ES1 Event Sourcing — not scored — this repository shows only 1 of the 3 signals this check looks for (8 Go aggregate(s) recording domain events (own events-slice append / raise-record))
  • GD1 Unfinished & placeholder code — no source files
  • IC1 Incompleteness & stubs — not analysed — these correctness checks read a source model that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
  • P12 CI test-gate honesty — Reported, not scored — this card publishes what the CI gate does with the test inventory rather than grading it. The findings above are its output.
  • P2 Observability — Observability was not assessed: this check reads a source model that does not carry this repository's product — because the repository is written in a language this check does not yet model, or because its projects failed to load. Absence of a logging idiom this check recognises is NOT evidence that this repo lacks structured logging (it may log through its own ecosystem's logger). This is a gap in the analyzer, not a finding about this repository.
  • P6 Release Hygiene — not evidenced — no changelog, version stamp or semver release tag in the repo
  • P7 Outbound HTTP resilience — not measured — the application kind could not be determined for this repo
  • P8 Schema migrations — not assessed — schema-migration practice is read from a source model that was not loaded for this repository, because the repository is written in a language this check does not yet model or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
  • P9 Domain vs controller coverage — no coverage report found on disk — produce a coverage report in a standard format (`go test -coverprofile=coverage.out ./...`) into the repo working tree before the scan — a CI step is the usual place, since the artefact is commonly gitignored, or wire coverage collection into CI, to enable this cross-layer check
  • PF1 Benchmark discipline — Performance was not assessed: this lens reads a source model that was not loaded for this repository, because the repository is written in a language this lens does not yet model or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository — in particular it is NOT a statement that this repo is unpackaged or performance-careless.
  • PF2 Allocation hygiene — Performance was not assessed: this lens reads a source model that was not loaded for this repository, because the repository is written in a language this lens does not yet model or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository — in particular it is NOT a statement that this repo is unpackaged or performance-careless.
  • PF3 Async & latency hygiene — Performance was not assessed: this lens reads a source model that was not loaded for this repository, because the repository is written in a language this lens does not yet model or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository — in particular it is NOT a statement that this repo is unpackaged or performance-careless.
  • S1 Web-Security Posture — Not assessed: these web-security controls are read from a source model (declarative annotations, request middleware, entity/column names, guard methods) that was not loaded for this repository — because the repository is written in a language this check does not yet model, or because its projects failed to load. Absence of an idiom this check recognises is NOT evidence that this repository lacks web-security controls: it may implement them entirely in its own ecosystem. This is a gap in the analyzer's language coverage, not a finding about this repository.
  • SC1 Supply-chain hygiene — Advisory — this card reports evidence and never carries a score, so there is nothing missing here.
  • X1 Async correctness — not analysed — these correctness checks read a source model that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
  • X2 Cancellation propagation — not analysed — these correctness checks read a source model that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
  • X3 Exception handling — not analysed — these correctness checks read a source model that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
  • X4 Structured logging — not analysed — these correctness checks read a source model that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
  • X5 Nullable reference types — not analysed — these correctness checks read a source model that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository

Appendix A — Findings (grouped)

The findings behind the scores, grouped by severity, then by dimension and kind. The high-severity issues are enumerated in full below; items per group are capped at 25 with any overflow stated explicitly per group, never silently truncated. The complete machine-readable list of every finding (all severities) is the companion findings.md in this report's bundle.

Issue — 34 finding(s)
D31 · IaC & Container Security · High IaC · ×21
  • High IaC: KSV-0014 build/config/logging/cron-logging.yaml — Root file system is not read-only
  • High IaC: KSV-0005 build/config/metallb.yaml — SYS_ADMIN capability added
  • High IaC: KSV-0009 build/config/metallb.yaml — Access to host network
  • High IaC: KSV-0056 build/config/metallb.yaml — Manage Kubernetes networking
  • High IaC: KSV-0119 build/config/metallb.yaml — NET_RAW capability added
  • High IaC: DS-0002 build/docker/builder/cpu/amazonlinux2023/Dockerfile — Image user should not be 'root' A container that starts as root runs your process with root's capabilities inside the namespace, so a compromise of the process starts from there. The step: create an unprivileged account in the image (`RUN useradd -r -M app`), give it ownership of the paths the process writes at runtime (`COPY --chown=` on those layers, or a `RUN chown -R`), and end the final stage with `USER app` so it is the default at start. Build stages that only compile can stay root; it is the stage that RUNS that needs the account. If the process genuinely requires root — it manages the container runtime, ptraces another process or opens raw devices — say so here rather than making a change that breaks it.
  • High IaC: DS-0002 build/docker/builder/cpu/rockylinux9/Dockerfile — Image user should not be 'root' A container that starts as root runs your process with root's capabilities inside the namespace, so a compromise of the process starts from there. The step: create an unprivileged account in the image (`RUN useradd -r -M app`), give it ownership of the paths the process writes at runtime (`COPY --chown=` on those layers, or a `RUN chown -R`), and end the final stage with `USER app` so it is the default at start. Build stages that only compile can stay root; it is the stage that RUNS that needs the account. If the process genuinely requires root — it manages the container runtime, ptraces another process or opens raw devices — say so here rather than making a change that breaks it.
  • High IaC: DS-0002 build/docker/builder/cpu/ubuntu20.04/Dockerfile — Image user should not be 'root' A container that starts as root runs your process with root's capabilities inside the namespace, so a compromise of the process starts from there. The step: create an unprivileged account in the image (`RUN adduser --system --no-create-home app`), give it ownership of the paths the process writes at runtime (`COPY --chown=` on those layers, or a `RUN chown -R`), and end the final stage with `USER app` so it is the default at start. Build stages that only compile can stay root; it is the stage that RUNS that needs the account. If the process genuinely requires root — it manages the container runtime, ptraces another process or opens raw devices — say so here rather than making a change that breaks it.
  • High IaC: DS-0029 build/docker/builder/cpu/ubuntu20.04/Dockerfile — 'apt-get' missing '--no-install-recommends'
  • High IaC: DS-0002 build/docker/builder/cpu/ubuntu22.04/Dockerfile — Image user should not be 'root' A container that starts as root runs your process with root's capabilities inside the namespace, so a compromise of the process starts from there. The step: create an unprivileged account in the image (`RUN adduser --system --no-create-home app`), give it ownership of the paths the process writes at runtime (`COPY --chown=` on those layers, or a `RUN chown -R`), and end the final stage with `USER app` so it is the default at start. Build stages that only compile can stay root; it is the stage that RUNS that needs the account. If the process genuinely requires root — it manages the container runtime, ptraces another process or opens raw devices — say so here rather than making a change that breaks it.
  • High IaC: DS-0029 build/docker/builder/cpu/ubuntu22.04/Dockerfile — 'apt-get' missing '--no-install-recommends'
  • High IaC: DS-0002 build/docker/builder/cpu/ubuntu24.04/Dockerfile — Image user should not be 'root' A container that starts as root runs your process with root's capabilities inside the namespace, so a compromise of the process starts from there. The step: create an unprivileged account in the image (`RUN adduser --system --no-create-home app`), give it ownership of the paths the process writes at runtime (`COPY --chown=` on those layers, or a `RUN chown -R`), and end the final stage with `USER app` so it is the default at start. Build stages that only compile can stay root; it is the stage that RUNS that needs the account. If the process genuinely requires root — it manages the container runtime, ptraces another process or opens raw devices — say so here rather than making a change that breaks it.
  • High IaC: DS-0002 build/docker/builder/gpu/ubuntu20.04/Dockerfile — Image user should not be 'root' A container that starts as root runs your process with root's capabilities inside the namespace, so a compromise of the process starts from there. The step: create an unprivileged account in the image (`RUN adduser --system --no-create-home app`), give it ownership of the paths the process writes at runtime (`COPY --chown=` on those layers, or a `RUN chown -R`), and end the final stage with `USER app` so it is the default at start. Build stages that only compile can stay root; it is the stage that RUNS that needs the account. If the process genuinely requires root — it manages the container runtime, ptraces another process or opens raw devices — say so here rather than making a change that breaks it.
  • High IaC: DS-0002 build/docker/builder/gpu/ubuntu22.04/Dockerfile — Image user should not be 'root' A container that starts as root runs your process with root's capabilities inside the namespace, so a compromise of the process starts from there. The step: create an unprivileged account in the image (`RUN adduser --system --no-create-home app`), give it ownership of the paths the process writes at runtime (`COPY --chown=` on those layers, or a `RUN chown -R`), and end the final stage with `USER app` so it is the default at start. Build stages that only compile can stay root; it is the stage that RUNS that needs the account. If the process genuinely requires root — it manages the container runtime, ptraces another process or opens raw devices — say so here rather than making a change that breaks it.
  • High IaC: DS-0002 build/docker/heaptrack/Dockerfile — Image user should not be 'root' A container that starts as root runs your process with root's capabilities inside the namespace, so a compromise of the process starts from there. The step: create an unprivileged account in the image (`RUN adduser --system --no-create-home app`), give it ownership of the paths the process writes at runtime (`COPY --chown=` on those layers, or a `RUN chown -R`), and end the final stage with `USER app` so it is the default at start. Build stages that only compile can stay root; it is the stage that RUNS that needs the account. If the process genuinely requires root — it manages the container runtime, ptraces another process or opens raw devices — say so here rather than making a change that breaks it.
  • High IaC: DS-0002 build/docker/krte/Dockerfile — Image user should not be 'root' A container that starts as root runs your process with root's capabilities inside the namespace, so a compromise of the process starts from there. The step: create an unprivileged account in the image (`RUN adduser --system --no-create-home app`), give it ownership of the paths the process writes at runtime (`COPY --chown=` on those layers, or a `RUN chown -R`), and end the final stage with `USER app` so it is the default at start. Build stages that only compile can stay root; it is the stage that RUNS that needs the account. If the process genuinely requires root — it manages the container runtime, ptraces another process or opens raw devices — say so here rather than making a change that breaks it.
  • High IaC: DS-0002 build/docker/meta-migration/builder/Dockerfile — Image user should not be 'root' A container that starts as root runs your process with root's capabilities inside the namespace, so a compromise of the process starts from there. The step: create an unprivileged account in the image (`RUN adduser -S -D app`), give it ownership of the paths the process writes at runtime (`COPY --chown=` on those layers, or a `RUN chown -R`), and end the final stage with `USER app` so it is the default at start. Build stages that only compile can stay root; it is the stage that RUNS that needs the account. If the process genuinely requires root — it manages the container runtime, ptraces another process or opens raw devices — say so here rather than making a change that breaks it.
  • High IaC: DS-0015 build/docker/milvus/amazonlinux2023/Dockerfile — 'yum clean all' missing
  • High IaC: DS-0002 build/docker/milvus/gpu/ubuntu20.04/Dockerfile.base — Image user should not be 'root' A container that starts as root runs your process with root's capabilities inside the namespace, so a compromise of the process starts from there. The step: create an unprivileged account in the image (`RUN adduser --system --no-create-home app`), give it ownership of the paths the process writes at runtime (`COPY --chown=` on those layers, or a `RUN chown -R`), and end the final stage with `USER app` so it is the default at start. Build stages that only compile can stay root; it is the stage that RUNS that needs the account. If the process genuinely requires root — it manages the container runtime, ptraces another process or opens raw devices — say so here rather than making a change that breaks it.
  • High IaC: DS-0002 build/docker/pulsar/Dockerfile — Image user should not be 'root' A container that starts as root runs your process with root's capabilities inside the namespace, so a compromise of the process starts from there. The step: create an unprivileged account in the image (`RUN adduser --system --no-create-home app`), give it ownership of the paths the process writes at runtime (`COPY --chown=` on those layers, or a `RUN chown -R`), and end the final stage with `USER app` so it is the default at start. Build stages that only compile can stay root; it is the stage that RUNS that needs the account. If the process genuinely requires root — it manages the container runtime, ptraces another process or opens raw devices — say so here rather than making a change that breaks it.
  • High IaC: DS-0029 build/docker/pulsar/Dockerfile — 'apt-get' missing '--no-install-recommends'
D13 · Secret Scanning · Leaked secret · ×3
  • Leaked secret: private-key configs/cert/server.key:1 — private-key detected. Treat the value as compromised: it is readable by everyone who has ever had the repository, and deleting the line does not un-publish it. In order — (1) REVOKE it at whatever issued it and issue a replacement, which is the only step that actually closes the exposure; (2) load the replacement at run time from your platform's secret store or the process environment instead of from the tree, so no future value is committable; (3) remove the file or line and add its path to the repository's ignore rules, so it cannot come back; (4) if the value was ever live, purge it from the history as well, since a clone taken before the deletion still carries it. If this is instead a FIXTURE — key material generated for tests and valid nowhere — then the exposure is nil and the fix is to make that legible: generate it in test setup, or keep it under a test-data path, so a reader (and this scan) can tell it from the real thing.
  • Leaked secret: private-key configs/cert/client.key:1 — private-key detected. Treat the value as compromised: it is readable by everyone who has ever had the repository, and deleting the line does not un-publish it. In order — (1) REVOKE it at whatever issued it and issue a replacement, which is the only step that actually closes the exposure; (2) load the replacement at run time from your platform's secret store or the process environment instead of from the tree, so no future value is committable; (3) remove the file or line and add its path to the repository's ignore rules, so it cannot come back; (4) if the value was ever live, purge it from the history as well, since a clone taken before the deletion still carries it. If this is instead a FIXTURE — key material generated for tests and valid nowhere — then the exposure is nil and the fix is to make that legible: generate it in test setup, or keep it under a test-data path, so a reader (and this scan) can tell it from the real thing.
  • Leaked secret: private-key configs/cert/ca.key:1 — private-key detected. Treat the value as compromised: it is readable by everyone who has ever had the repository, and deleting the line does not un-publish it. In order — (1) REVOKE it at whatever issued it and issue a replacement, which is the only step that actually closes the exposure; (2) load the replacement at run time from your platform's secret store or the process environment instead of from the tree, so no future value is committable; (3) remove the file or line and add its path to the repository's ignore rules, so it cannot come back; (4) if the value was ever live, purge it from the history as well, since a clone taken before the deletion still carries it. If this is instead a FIXTURE — key material generated for tests and valid nowhere — then the exposure is nil and the fix is to make that legible: generate it in test setup, or keep it under a test-data path, so a reader (and this scan) can tell it from the real thing.
D28 · Secrets (history) · Secret · ×3
  • Secret: private-key configs/cert/ca.key:1 — matched rule 'private-key'
  • Secret: private-key configs/cert/server.key:1 — matched rule 'private-key'
  • Secret: generic-api-key configs/milvus.yaml:29 — matched rule 'generic-api-key'
D38 · OSV Dependency Vulnerabilities · High vulnerability · ×3
  • High vulnerability: [GHSA redacted] client/go.mod — google.golang.org/grpc 1.80.0: [GHSA redacted] — upgrade to 1.82.1 (in 3 dependency files: client/go.mod, go.mod, pkg/go.mod)
  • High vulnerability: [GHSA redacted] internal/core/thirdparty/tantivy/tantivy-binding/Cargo.lock — oneshot 0.1.11: [GHSA redacted] — upgrade to 0.1.12
  • High vulnerability: [GHSA redacted] internal/core/thirdparty/tantivy/tantivy-binding/Cargo.lock — rustls-webpki 0.103.6: [GHSA redacted] — upgrade to 0.103.13. This is 1 of 4 advisories with a published fix this scan raises against rustls-webpki 0.103.6, and their fixed versions do not agree — anything below 0.103.13 still leaves at least one of them open. Take this package to 0.103.13 or later: that is the floor for the package, not this row's target alone. This one row stands for the 4 advisories this scan raises against rustls-webpki 0.103.6: [GHSA redacted], [GHSA redacted], RUSTSEC-2026-0098, RUSTSEC-2026-0099.
D34 · Knowledge Freshness · Orphaned knowledge · ×2
  • Orphaned knowledge internal/storage/field_value.go — No living knowledge remains for this large file — its last meaningful change has decayed away; if it breaks, no one currently understands it. Schedule a read-through / add characterisation tests before it bites.
  • Orphaned knowledge cmd/milvus/mck.go — No living knowledge remains for this large file — its last meaningful change has decayed away; if it breaks, no one currently understands it. Schedule a read-through / add characterisation tests before it bites.
D35 · Change Coupling · Boundary-crossing change coupling · ×1
  • Boundary-crossing change coupling: init_segcore.go ↔ component_param.go internal/datanode/index/init_segcore.go — `internal/datanode/index/init_segcore.go` (context internal) and `pkg/util/paramtable/component_param.go` (context pkg) sit in DIFFERENT parts of the tree yet change together 64% of the time (7 of the 11 commits that touched whichever of the two files changed less often, counting a file under its earlier names as well) — the bounded-context boundary may be in the wrong place, or one context is leaking into the other. This is the behavioural boundary violation a static scan can't see.
D38 · OSV Dependency Vulnerabilities · High CVE · ×1
  • High CVE: [GHSA redacted] internal/core/thirdparty/tantivy/tantivy-binding/Cargo.lock — quinn-proto 0.11.13: [GHSA redacted] — upgrade to 0.11.15. This is 1 of 2 advisories with a published fix this scan raises against quinn-proto 0.11.13, and their fixed versions do not agree — anything below 0.11.15 still leaves at least one of them open. Take this package to 0.11.15 or later: that is the floor for the package, not this row's target alone. This one row stands for the 2 advisories this scan raises against quinn-proto 0.11.13: [GHSA redacted], [GHSA redacted].
Warning — 1930 finding(s)
D3 · God Classes · FileTooLong · ×107
  • FileTooLong: paramtable/component_param.go pkg/util/paramtable/component_param.go:0 — FileTooLong — 6401 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: proxy/impl.go internal/proxy/impl.go:0 — FileTooLong — 5080 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: httpserver/handler_v2.go internal/distributed/proxy/httpserver/handler_v2.go:0 — FileTooLong — 3034 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: typeutil/schema.go pkg/util/typeutil/schema.go:0 — FileTooLong — 2877 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: httpserver/utils.go internal/distributed/proxy/httpserver/utils.go:0 — FileTooLong — 2831 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: proxy/task.go internal/proxy/task.go:0 — FileTooLong — 2637 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: proxy/search_pipeline.go internal/proxy/search_pipeline.go:0 — FileTooLong — 2468 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: datacoord/meta.go internal/datacoord/meta.go:0 — FileTooLong — 2352 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: rootcoord/root_coord.go internal/rootcoord/root_coord.go:0 — FileTooLong — 2330 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: proxy/util.go internal/proxy/util.go:0 — FileTooLong — 2169 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: planparserv2/parser_visitor.go internal/parser/planparserv2/parser_visitor.go:0 — FileTooLong — 2025 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: datacoord/services.go internal/datacoord/services.go:0 — FileTooLong — 1994 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: parquet/field_reader.go internal/util/importutilv2/parquet/field_reader.go:0 — FileTooLong — 1689 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: rootcoord/meta_table.go internal/rootcoord/meta_table.go:0 — FileTooLong — 1570 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: rootcoord/kv_catalog.go internal/metastore/kv/rootcoord/kv_catalog.go:0 — FileTooLong — 1522 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: storage/insert_data.go internal/storage/insert_data.go:0 — FileTooLong — 1484 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: datacoord/garbage_collector.go internal/datacoord/garbage_collector.go:0 — FileTooLong — 1375 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: querynodev2/services.go internal/querynodev2/services.go:0 — FileTooLong — 1356 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: paramtable/quota_param.go pkg/util/paramtable/quota_param.go:0 — FileTooLong — 1353 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: testutil/test_util.go internal/util/testutil/test_util.go:0 — FileTooLong — 1309 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: paramtable/service_param.go pkg/util/paramtable/service_param.go:0 — FileTooLong — 1278 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: storage/utils.go internal/storage/utils.go:0 — FileTooLong — 1271 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: client/client.go internal/distributed/mixcoord/client/client.go:0 — FileTooLong — 1267 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: writebuffer/write_buffer.go internal/flushcommon/writebuffer/write_buffer.go:0 — FileTooLong — 1205 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • FileTooLong: rootcoord/quota_center.go internal/rootcoord/quota_center.go:0 — FileTooLong — 1185 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
  • + 82 more in this group — see findings.md.
D3 · God Classes · TooManyMethods · ×57
  • TooManyMethods: mixCoordImpl internal/coordinator/mix_coord.go:51 — TooManyMethods — 238 methods, declared across 3 files: coordinator/mix_coord.go (205), coordinator/restful_mgr_routes.go (30), coordinator/restful_replica.go (3). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: Proxy internal/proxy/proxy.go:68 — TooManyMethods — 190 methods, declared across 4 files: proxy/impl.go (149), proxy/management.go (15), proxy/proxy.go (15), proxy/snapshot_impl.go (11). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: Server internal/distributed/mixcoord/service.go:59 — TooManyMethods — 181 methods. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: Client internal/distributed/mixcoord/client/client.go:57 — TooManyMethods — 180 methods. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: Core internal/rootcoord/root_coord.go:132 — TooManyMethods — 176 methods, declared across 27 files: rootcoord/root_coord.go (130), rootcoord/ddl_callbacks_alter_collection_properties.go (5), rootcoord/ddl_callbacks_alter_collection_schema.go (4), rootcoord/ddl_callbacks_rbac_privilege.go (4), +23 more file(s). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: Server internal/datacoord/server.go:96 — TooManyMethods — 171 methods, declared across 8 files: datacoord/services.go (74), datacoord/server.go (56), datacoord/index_service.go (16), datacoord/metrics_info.go (13), +4 more file(s). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: Server internal/distributed/proxy/service.go:93 — TooManyMethods — 163 methods. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: Client client/milvusclient/client.go:45 — TooManyMethods — 137 methods, declared across 20 files: milvusclient/collection.go (18), milvusclient/rbac.go (14), milvusclient/client.go (12), milvusclient/snapshot.go (11), +16 more file(s). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: Server internal/querycoordv2/server.go:72 — TooManyMethods — 114 methods, declared across 14 files: querycoordv2/server.go (35), querycoordv2/services.go (32), querycoordv2/ops_services.go (18), querycoordv2/handlers.go (13), +10 more file(s). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: HandlersV2 internal/distributed/proxy/httpserver/handler_v2.go:64 — TooManyMethods — 113 methods, declared across 3 files: httpserver/handler_v2.go (104), httpserver/resource_group_handler_v2.go (6), httpserver/file_resource_handler_v2.go (3). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: MetaTable internal/rootcoord/meta_table.go:163 — TooManyMethods — 103 methods, declared across 2 files: rootcoord/meta_table.go (97), rootcoord/file_resource_ref.go (6). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: meta internal/datacoord/meta.go:93 — TooManyMethods — 86 methods. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: shardDelegator internal/querynodev2/delegator/delegator.go:145 — TooManyMethods — 85 methods, declared across 4 files: delegator/delegator.go (41), delegator/delegator_data.go (31), delegator/delta_forward.go (11), delegator/delegator_twostage.go (2). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: GrpcRootCoordClient internal/util/mock/grpc_rootcoord_client.go:36 — TooManyMethods — 79 methods. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: Catalog internal/metastore/kv/rootcoord/kv_catalog.go:41 — TooManyMethods — 73 methods, declared across 2 files: rootcoord/kv_catalog.go (72), rootcoord/update.go (1). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: Catalog internal/metastore/kv/datacoord/kv_catalog.go:51 — TooManyMethods — 71 methods, declared across 2 files: datacoord/kv_catalog.go (69), datacoord/update.go (2). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. Most of these members implement metastore.DataCoordCatalog (60 of 71 members), so moving them onto a smaller type would remove them from that contract rather than reduce it. To reduce it, split the contract instead: give each cohesive group of operations its own smaller interface and its own implementing type. Where the contract has to stay whole, move the work behind these members into collaborator types, so what is left here is a forward per member rather than a responsibility per member.
  • TooManyMethods: ParserVisitor internal/parser/planparserv2/parser_visitor.go:42 — TooManyMethods — 67 methods, declared across 2 files: planparserv2/parser_visitor.go (66), planparserv2/bloom_match.go (1). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: textEncoder pkg/mlog/zap_text_encoder.go:98 — TooManyMethods — 67 methods. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: DataNode internal/datanode/data_node.go:76 — TooManyMethods — 61 methods, declared across 4 files: datanode/services.go (29), datanode/data_node.go (17), datanode/index_services.go (13), datanode/metrics_info.go (2). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: writeBufferBase internal/flushcommon/writebuffer/write_buffer.go:259 — TooManyMethods — 55 methods. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: ResourceManager internal/querycoordv2/meta/resource_manager.go:50 — TooManyMethods — 51 methods. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: indexMeta internal/datacoord/index_meta.go:73 — TooManyMethods — 49 methods. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: Handlers internal/distributed/proxy/httpserver/handler.go:29 — TooManyMethods — 48 methods. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: GrowingSourceSyncTask internal/flushcommon/syncmgr/growing_source.go:369 — TooManyMethods — 47 methods. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • TooManyMethods: recoveryStorageImpl internal/streamingnode/server/wal/recovery/recovery_storage_impl.go:82 — TooManyMethods — 45 methods, declared across 4 files: recovery/recovery_storage_impl.go (32), recovery/recovery_background_task.go (8), recovery/recovery_persisted.go (3), recovery/recovery_stream.go (2). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
  • + 32 more in this group — see findings.md.
D4 · Code Duplication · Duplicated block (7 lines × 2) · ×42
  • Duplicated block (7 lines × 2) internal/datacoord/compaction_inspector.go:327 — internal/datacoord/compaction_inspector.go:327-333 | internal/datacoord/compaction_inspector.go:339-345 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/compaction_inspector.go:327` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (7 lines × 2) internal/datacoord/compaction_task_clustering.go:223 — internal/datacoord/compaction_task_clustering.go:223-229 | internal/datacoord/compaction_task_mix.go:169-175 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/compaction_task_clustering.go:223` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (7 lines × 2) internal/datacoord/compaction_trigger_v2.go:447 — internal/datacoord/compaction_trigger_v2.go:447-453 | internal/datacoord/compaction_trigger_v2.go:516-522 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/compaction_trigger_v2.go:447` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (7 lines × 2) internal/datacoord/copy_segment_inspector.go:184 — internal/datacoord/copy_segment_inspector.go:184-190 | internal/datacoord/copy_segment_inspector.go:217-223 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/copy_segment_inspector.go:184` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (7 lines × 2) internal/datacoord/external_collection_refresh_checker.go:316 — internal/datacoord/external_collection_refresh_checker.go:316-322 | internal/datacoord/external_collection_refresh_checker.go:325-331 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/external_collection_refresh_checker.go:316` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (7 lines × 2) internal/datacoord/garbage_collector.go:1624 — internal/datacoord/garbage_collector.go:1624-1630 | internal/datacoord/garbage_collector.go:1636-1642 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/garbage_collector.go:1624` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
  • Duplicated block (7 lines × 2) internal/datacoord/garbage_collector.go:1826 — internal/datacoord/garbage_collector.go:1826-1832 | internal/datacoord/garbage_collector.go:1948-1954 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/garbage_collector.go:1826` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (7 lines × 2) internal/datacoord/index_meta.go:302 — internal/datacoord/index_meta.go:302-308 | internal/datacoord/stats_task_meta.go:98-104 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once.
  • Duplicated block (7 lines × 2) internal/datacoord/server.go:859 — internal/datacoord/server.go:859-865 | internal/datacoord/server.go:880-886 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/server.go:859` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (7 lines × 2) internal/datanode/compactor/bump_schema_version_compactor.go:573 — internal/datanode/compactor/bump_schema_version_compactor.go:573-579 | internal/datanode/index/task_stats.go:293-300 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datanode/compactor/bump_schema_version_compactor.go:573` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (7 lines × 2) internal/datanode/importv2/task_import.go:179 — internal/datanode/importv2/task_import.go:179-185 | internal/datanode/importv2/task_preimport.go:154-160 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datanode/importv2/task_import.go:179` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (7 lines × 2) internal/datanode/services.go:663 — internal/datanode/services.go:663-669 | internal/datanode/services.go:920-926 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datanode/services.go:663` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
  • Duplicated block (7 lines × 2) internal/distributed/proxy/client/client.go:67 — internal/distributed/proxy/client/client.go:67-73 | internal/distributed/querynode/client/client.go:69-76 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/client/client.go:67` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (7 lines × 2) internal/distributed/proxy/httpserver/handler_v1.go:462 — internal/distributed/proxy/httpserver/handler_v1.go:462-468 | internal/distributed/proxy/httpserver/handler_v1.go:668-674 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v1.go:462` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (7 lines × 2) internal/distributed/proxy/httpserver/handler_v1.go:761 — internal/distributed/proxy/httpserver/handler_v1.go:761-767 | internal/distributed/proxy/httpserver/handler_v1.go:880-886 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v1.go:761` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (7 lines × 2) internal/distributed/proxy/httpserver/handler_v1.go:771 — internal/distributed/proxy/httpserver/handler_v1.go:771-777 | internal/distributed/proxy/httpserver/handler_v1.go:890-896 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v1.go:771` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (7 lines × 2) internal/distributed/proxy/httpserver/handler_v1.go:794 — internal/distributed/proxy/httpserver/handler_v1.go:794-800 | internal/distributed/proxy/httpserver/handler_v1.go:913-919 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v1.go:794` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (7 lines × 2) internal/distributed/proxy/httpserver/handler_v2.go:911 — internal/distributed/proxy/httpserver/handler_v2.go:911-917 | internal/distributed/proxy/httpserver/handler_v2.go:2784-2790 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v2.go:911` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
  • Duplicated block (7 lines × 2) internal/distributed/proxy/httpserver/handler_v2.go:949 — internal/distributed/proxy/httpserver/handler_v2.go:949-955 | internal/distributed/proxy/httpserver/handler_v2.go:1150-1156 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v2.go:949` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
  • Duplicated block (7 lines × 2) internal/distributed/proxy/httpserver/handler_v2.go:1606 — internal/distributed/proxy/httpserver/handler_v2.go:1606-1612 | internal/distributed/proxy/httpserver/handler_v2.go:1690-1696 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v2.go:1606` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (7 lines × 2) internal/distributed/proxy/httpserver/handler_v2.go:2012 — internal/distributed/proxy/httpserver/handler_v2.go:2012-2018 | internal/distributed/proxy/httpserver/handler_v2.go:2179-2185 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v2.go:2012` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (7 lines × 2) internal/distributed/proxy/httpserver/handler_v2.go:2600 — internal/distributed/proxy/httpserver/handler_v2.go:2600-2606 | internal/distributed/proxy/httpserver/handler_v2.go:2646-2652 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v2.go:2600` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
  • Duplicated block (7 lines × 2) internal/distributed/proxy/httpserver/handler_v2.go:2762 — internal/distributed/proxy/httpserver/handler_v2.go:2762-2768 | internal/distributed/proxy/httpserver/handler_v2.go:3486-3492 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v2.go:2762` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (7 lines × 2) internal/distributed/proxy/httpserver/handler_v2.go:2835 — internal/distributed/proxy/httpserver/handler_v2.go:2835-2841 | internal/distributed/proxy/httpserver/handler_v2.go:2894-2900 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v2.go:2835` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
  • Duplicated block (7 lines × 2) internal/distributed/proxy/httpserver/handler_v2.go:3540 — internal/distributed/proxy/httpserver/handler_v2.go:3540-3546 | internal/distributed/proxy/httpserver/handler_v2.go:3558-3564 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v2.go:3540` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
  • + 17 more in this group — see findings.md.
D4 · Code Duplication · Duplicated block (8 lines × 2) · ×38
  • Duplicated block (8 lines × 2) client/milvusclient/write_options.go:562 — client/milvusclient/write_options.go:562-569 | client/milvusclient/write_options.go:581-588 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
  • Duplicated block (8 lines × 2) cmd/tools/migration/backend/etcd210.go:416 — cmd/tools/migration/backend/etcd210.go:416-423 | cmd/tools/migration/backend/etcd210.go:442-450 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `cmd/tools/migration/backend/etcd210.go:416` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (8 lines × 2) cmd/tools/migration/meta/meta220.go:49 — cmd/tools/migration/meta/meta220.go:49-56 | cmd/tools/migration/meta/meta220.go:98-105 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `cmd/tools/migration/meta/meta220.go:49` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (8 lines × 2) internal/agg/aggregate_util.go:601 — internal/agg/aggregate_util.go:601-608 | internal/agg/aggregate_util.go:612-619 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/agg/aggregate_util.go:601` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (8 lines × 2) internal/datacoord/import_task_import.go:143 — internal/datacoord/import_task_import.go:143-150 | internal/datacoord/import_task_preimport.go:115-122 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/import_task_import.go:143` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (8 lines × 2) internal/datacoord/import_task_import.go:319 — internal/datacoord/import_task_import.go:319-326 | internal/datacoord/import_task_preimport.go:212-219 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/import_task_import.go:319` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (8 lines × 2) internal/datacoord/index_service.go:420 — internal/datacoord/index_service.go:420-427 | internal/datacoord/index_service.go:986-993 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/index_service.go:420` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register.
  • Duplicated block (8 lines × 2) internal/datacoord/meta.go:2427 — internal/datacoord/meta.go:2427-2434 | internal/datacoord/meta.go:2533-2540 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/meta.go:2427` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (8 lines × 2) internal/datacoord/segment_manager.go:573 — internal/datacoord/segment_manager.go:573-581 | internal/datacoord/segment_manager.go:698-705 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/segment_manager.go:573` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (8 lines × 2) internal/datacoord/task_refresh_external_collection.go:361 — internal/datacoord/task_refresh_external_collection.go:361-368 | internal/datacoord/task_refresh_external_collection.go:417-424 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/task_refresh_external_collection.go:361` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
  • Duplicated block (8 lines × 2) internal/datacoord/util.go:569 — internal/datacoord/util.go:569-576 | internal/datacoord/util.go:582-589 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/util.go:569` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
  • Duplicated block (8 lines × 2) internal/datanode/compactor/sort_compaction.go:225 — internal/datanode/compactor/sort_compaction.go:225-232 | internal/datanode/compactor/sort_compaction.go:238-245 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
  • Duplicated block (8 lines × 2) internal/datanode/importv2/task_import.go:168 — internal/datanode/importv2/task_import.go:168-175 | internal/datanode/importv2/task_l0_import.go:143-150 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datanode/importv2/task_import.go:168` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (8 lines × 2) internal/datanode/importv2/task_import.go:193 — internal/datanode/importv2/task_import.go:193-200 | internal/datanode/importv2/task_l0_import.go:186-193 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datanode/importv2/task_import.go:193` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (8 lines × 2) internal/datanode/importv2/task_l0_preimport.go:133 — internal/datanode/importv2/task_l0_preimport.go:133-140 | internal/datanode/importv2/task_preimport.go:143-150 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datanode/importv2/task_l0_preimport.go:133` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (8 lines × 2) internal/datanode/services.go:374 — internal/datanode/services.go:374-382 | internal/datanode/services.go:402-409 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datanode/services.go:374` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (8 lines × 2) internal/datanode/services.go:793 — internal/datanode/services.go:793-800 | internal/datanode/services.go:802-809 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
  • Duplicated block (8 lines × 2) internal/distributed/proxy/httpserver/handler_v1.go:605 — internal/distributed/proxy/httpserver/handler_v1.go:605-612 | internal/distributed/proxy/httpserver/handler_v1.go:684-691 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (8 lines × 2) internal/distributed/proxy/httpserver/handler_v1.go:806 — internal/distributed/proxy/httpserver/handler_v1.go:806-813 | internal/distributed/proxy/httpserver/handler_v1.go:925-932 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v1.go:806` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (8 lines × 2) internal/distributed/proxy/httpserver/handler_v2.go:1477 — internal/distributed/proxy/httpserver/handler_v2.go:1477-1484 | internal/distributed/proxy/httpserver/handler_v2.go:1554-1561 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v2.go:1477` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (8 lines × 2) internal/distributed/proxy/httpserver/handler_v2.go:1595 — internal/distributed/proxy/httpserver/handler_v2.go:1595-1602 | internal/distributed/proxy/httpserver/handler_v2.go:1679-1686 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v2.go:1595` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (8 lines × 2) internal/distributed/proxy/httpserver/handler_v2.go:2391 — internal/distributed/proxy/httpserver/handler_v2.go:2391-2398 | internal/distributed/proxy/httpserver/handler_v2.go:2402-2409 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v2.go:2391` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (8 lines × 2) internal/distributed/proxy/httpserver/utils.go:1232 — internal/distributed/proxy/httpserver/utils.go:1232-1239 | internal/distributed/proxy/httpserver/utils.go:1284-1291 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/utils.go:1232` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (8 lines × 2) internal/flushcommon/writebuffer/write_buffer.go:704 — internal/flushcommon/writebuffer/write_buffer.go:704-711 | internal/flushcommon/writebuffer/write_buffer.go:729-740 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/flushcommon/writebuffer/write_buffer.go:704` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (8 lines × 2) internal/flushcommon/writebuffer/write_buffer.go:1278 — internal/flushcommon/writebuffer/write_buffer.go:1278-1285 | internal/flushcommon/writebuffer/write_buffer.go:1763-1770 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/flushcommon/writebuffer/write_buffer.go:1278` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • + 13 more in this group — see findings.md.
D4 · Code Duplication · Duplicated block (6 lines × 2) · ×32
  • Duplicated block (6 lines × 2) client/column/conversion.go:41 — client/column/conversion.go:41-46 | client/column/conversion.go:152-157 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `client/column/conversion.go:41` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (6 lines × 2) client/column/conversion.go:50 — client/column/conversion.go:50-55 | client/column/conversion.go:159-164 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `client/column/conversion.go:50` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (6 lines × 2) internal/datacoord/compaction_task_bump_schema_version.go:233 — internal/datacoord/compaction_task_bump_schema_version.go:233-238 | internal/datacoord/compaction_task_l0.go:129-134 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/compaction_task_bump_schema_version.go:233` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (6 lines × 2) internal/datacoord/import_inspector.go:85 — internal/datacoord/import_inspector.go:85-90 | internal/datacoord/import_inspector.go:100-105 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/import_inspector.go:85` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (6 lines × 2) internal/datacoord/import_task_import.go:182 — internal/datacoord/import_task_import.go:182-187 | internal/datacoord/import_task_preimport.go:142-148 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/import_task_import.go:182` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (6 lines × 2) internal/datacoord/snapshot_manager.go:745 — internal/datacoord/snapshot_manager.go:745-750 | internal/datacoord/snapshot_manager.go:771-776 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited.
  • Duplicated block (6 lines × 2) internal/distributed/proxy/httpserver/handler_v1.go:147 — internal/distributed/proxy/httpserver/handler_v1.go:147-152 | internal/distributed/proxy/httpserver/handler_v1.go:168-173 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v1.go:147` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
  • Duplicated block (6 lines × 2) internal/distributed/proxy/httpserver/handler_v2.go:1434 — internal/distributed/proxy/httpserver/handler_v2.go:1434-1439 | internal/distributed/proxy/httpserver/handler_v2.go:1502-1507 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v2.go:1434` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (6 lines × 2) internal/distributed/proxy/httpserver/handler_v2.go:2065 — internal/distributed/proxy/httpserver/handler_v2.go:2065-2070 | internal/distributed/proxy/httpserver/handler_v2.go:2237-2242 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v2.go:2065` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (6 lines × 2) internal/distributed/proxy/httpserver/handler_v2.go:2736 — internal/distributed/proxy/httpserver/handler_v2.go:2736-2741 | internal/distributed/proxy/httpserver/handler_v2.go:2772-2777 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v2.go:2736` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (6 lines × 2) internal/distributed/proxy/httpserver/utils.go:547 — internal/distributed/proxy/httpserver/utils.go:547-552 | internal/distributed/proxy/httpserver/utils.go:586-591 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited.
  • Duplicated block (6 lines × 2) internal/distributed/proxy/httpserver/utils.go:2344 — internal/distributed/proxy/httpserver/utils.go:2344-2349 | internal/distributed/proxy/httpserver/utils.go:2408-2413 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/utils.go:2344` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (6 lines × 2) internal/flushcommon/syncmgr/meta_writer.go:157 — internal/flushcommon/syncmgr/meta_writer.go:157-162 | internal/flushcommon/syncmgr/meta_writer.go:277-284 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/flushcommon/syncmgr/meta_writer.go:157` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (6 lines × 2) internal/kv/etcd/embed_etcd_kv.go:225 — internal/kv/etcd/embed_etcd_kv.go:225-230 | internal/kv/etcd/embed_etcd_kv.go:371-376 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (6 lines × 2) internal/kv/etcd/embed_etcd_kv.go:246 — internal/kv/etcd/embed_etcd_kv.go:246-251 | internal/kv/etcd/etcd_kv.go:212-217 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once.
  • Duplicated block (6 lines × 2) internal/kv/etcd/embed_etcd_kv.go:303 — internal/kv/etcd/embed_etcd_kv.go:303-308 | internal/kv/etcd/etcd_kv.go:273-278 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `internal/kv/etcd/embed_etcd_kv.go:303` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (6 lines × 2) internal/kv/etcd/embed_etcd_kv.go:339 — internal/kv/etcd/embed_etcd_kv.go:339-344 | internal/kv/etcd/etcd_kv.go:308-313 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `internal/kv/etcd/embed_etcd_kv.go:339` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (6 lines × 2) internal/kv/etcd/embed_etcd_kv.go:484 — internal/kv/etcd/embed_etcd_kv.go:484-490 | internal/kv/etcd/etcd_kv.go:478-483 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `internal/kv/etcd/embed_etcd_kv.go:484` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (6 lines × 2) internal/kv/etcd/etcd_kv.go:190 — internal/kv/etcd/etcd_kv.go:190-195 | internal/kv/etcd/etcd_kv.go:338-343 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited.
  • Duplicated block (6 lines × 2) internal/kv/etcd/etcd_kv.go:643 — internal/kv/etcd/etcd_kv.go:643-648 | internal/kv/etcd/etcd_kv.go:659-664 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (6 lines × 2) internal/kv/etcd/etcd_kv.go:748 — internal/kv/etcd/etcd_kv.go:748-753 | internal/kv/tikv/txn_tikv.go:793-798 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `internal/kv/etcd/etcd_kv.go:748` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (6 lines × 2) internal/kv/etcd/etcd_kv.go:762 — internal/kv/etcd/etcd_kv.go:762-767 | internal/kv/tikv/txn_tikv.go:814-819 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `internal/kv/etcd/etcd_kv.go:762` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (6 lines × 2) internal/kv/tikv/txn_tikv.go:495 — internal/kv/tikv/txn_tikv.go:495-500 | internal/kv/tikv/txn_tikv.go:546-551 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/kv/tikv/txn_tikv.go:495` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
  • Duplicated block (6 lines × 2) internal/metastore/kv/querycoord/kv_catalog.go:143 — internal/metastore/kv/querycoord/kv_catalog.go:143-148 | internal/metastore/kv/rootcoord/kv_catalog.go:1029-1034 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `internal/metastore/kv/querycoord/kv_catalog.go:143` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (6 lines × 2) internal/metastore/kv/rootcoord/kv_catalog.go:1705 — internal/metastore/kv/rootcoord/kv_catalog.go:1705-1710 | internal/metastore/kv/rootcoord/kv_catalog.go:2023-2028 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • + 7 more in this group — see findings.md.
D4 · Code Duplication · Duplicated block (9 lines × 2) · ×27
  • Duplicated block (9 lines × 2) client/column/dynamic.go:89 — client/column/dynamic.go:89-97 | client/column/dynamic.go:134-142 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `client/column/dynamic.go:89` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (9 lines × 2) client/milvusclient/maintenance.go:79 — client/milvusclient/maintenance.go:79-89 | client/milvusclient/maintenance.go:174-182 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `client/milvusclient/maintenance.go:79` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (9 lines × 2) cmd/tools/migration/mmap/tool/main.go:74 — cmd/tools/migration/mmap/tool/main.go:74-82 | cmd/tools/migration/mmap/tool/main.go:109-117 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `cmd/tools/migration/mmap/tool/main.go:74` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (9 lines × 2) internal/agg/aggregate_util.go:104 — internal/agg/aggregate_util.go:104-112 | internal/agg/aggregate_util.go:149-157 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/agg/aggregate_util.go:104` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
  • Duplicated block (9 lines × 2) internal/datacoord/external_collection_refresh_meta.go:233 — internal/datacoord/external_collection_refresh_meta.go:233-242 | internal/datacoord/external_collection_refresh_meta.go:249-257 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/external_collection_refresh_meta.go:233` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (9 lines × 2) internal/datacoord/garbage_collector.go:1551 — internal/datacoord/garbage_collector.go:1551-1559 | internal/datacoord/garbage_collector.go:1796-1805 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/garbage_collector.go:1551` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (9 lines × 2) internal/datanode/compactor/clustering_compactor.go:1079 — internal/datanode/compactor/clustering_compactor.go:1079-1087 | internal/datanode/compactor/mix_compactor.go:179-187 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datanode/compactor/clustering_compactor.go:1079` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (9 lines × 2) internal/datanode/compactor/compactor_common.go:126 — internal/datanode/compactor/compactor_common.go:126-134 | internal/datanode/index/task_stats.go:551-559 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datanode/compactor/compactor_common.go:126` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (9 lines × 2) internal/datanode/importv2/task_l0_preimport.go:173 — internal/datanode/importv2/task_l0_preimport.go:173-181 | internal/datanode/importv2/task_preimport.go:168-176 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datanode/importv2/task_l0_preimport.go:173` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (9 lines × 2) internal/datanode/index/task_stats.go:558 — internal/datanode/index/task_stats.go:558-566 | internal/datanode/index/task_stats.go:736-744 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datanode/index/task_stats.go:558` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (9 lines × 2) internal/distributed/proxy/httpserver/handler_v1.go:543 — internal/distributed/proxy/httpserver/handler_v1.go:543-551 | internal/distributed/proxy/httpserver/handler_v1.go:622-630 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v1.go:543` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (9 lines × 2) internal/distributed/proxy/httpserver/handler_v1.go:725 — internal/distributed/proxy/httpserver/handler_v1.go:725-733 | internal/distributed/proxy/httpserver/handler_v1.go:825-833 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v1.go:725` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (9 lines × 2) internal/distributed/proxy/httpserver/handler_v2.go:1407 — internal/distributed/proxy/httpserver/handler_v2.go:1407-1415 | internal/distributed/proxy/httpserver/handler_v2.go:1492-1500 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (9 lines × 2) internal/distributed/proxy/httpserver/handler_v2.go:1584 — internal/distributed/proxy/httpserver/handler_v2.go:1584-1592 | internal/distributed/proxy/httpserver/handler_v2.go:1668-1676 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (9 lines × 2) internal/distributed/proxy/httpserver/handler_v2.go:1711 — internal/distributed/proxy/httpserver/handler_v2.go:1711-1719 | internal/distributed/proxy/httpserver/handler_v2.go:1746-1754 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v2.go:1711` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (9 lines × 2) internal/distributed/proxy/httpserver/handler_v2.go:1856 — internal/distributed/proxy/httpserver/handler_v2.go:1856-1864 | internal/distributed/proxy/httpserver/handler_v2.go:2128-2136 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited.
  • Duplicated block (9 lines × 2) internal/distributed/proxy/httpserver/handler_v2.go:1942 — internal/distributed/proxy/httpserver/handler_v2.go:1942-1950 | internal/distributed/proxy/httpserver/handler_v2.go:2165-2173 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited.
  • Duplicated block (9 lines × 2) internal/flushcommon/syncmgr/storage_serializer.go:142 — internal/flushcommon/syncmgr/storage_serializer.go:142-150 | internal/flushcommon/syncmgr/storage_serializer.go:214-222 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/flushcommon/syncmgr/storage_serializer.go:142` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
  • Duplicated block (9 lines × 2) internal/flushcommon/writebuffer/write_buffer.go:558 — internal/flushcommon/writebuffer/write_buffer.go:558-567 | internal/flushcommon/writebuffer/write_buffer.go:774-782 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/flushcommon/writebuffer/write_buffer.go:558` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (9 lines × 2) internal/kv/etcd/embed_etcd_kv.go:499 — internal/kv/etcd/embed_etcd_kv.go:499-507 | internal/kv/etcd/embed_etcd_kv.go:569-577 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/kv/etcd/embed_etcd_kv.go:499` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register.
  • Duplicated block (9 lines × 2) internal/metastore/kv/datacoord/kv_catalog.go:1157 — internal/metastore/kv/datacoord/kv_catalog.go:1157-1165 | internal/metastore/kv/rootcoord/kv_catalog.go:2253-2261 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice.
  • Duplicated block (9 lines × 2) internal/metastore/kv/rootcoord/kv_catalog.go:474 — internal/metastore/kv/rootcoord/kv_catalog.go:474-483 | internal/metastore/kv/rootcoord/kv_catalog.go:544-552 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/metastore/kv/rootcoord/kv_catalog.go:474` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (9 lines × 2) internal/proxy/impl.go:613 — internal/proxy/impl.go:613-621 | internal/proxy/impl.go:675-683 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/proxy/impl.go:613` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (9 lines × 2) internal/proxy/impl.go:2508 — internal/proxy/impl.go:2508-2517 | internal/proxy/impl.go:2751-2759 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited.
  • Duplicated block (9 lines × 2) internal/proxy/impl.go:5290 — internal/proxy/impl.go:5290-5298 | internal/proxy/impl.go:5322-5330 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/proxy/impl.go:5290` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • + 2 more in this group — see findings.md.
D31 · IaC & Container Security · Medium IaC · ×25
  • Medium IaC: KSV-0001 build/config/logging/cron-logging.yaml — Can elevate its own privileges
  • Medium IaC: KSV-0012 build/config/logging/cron-logging.yaml — Runs as root user One securityContext edit clears this facet's near-duplicate rules together: KSV-0012, KSV-0020, KSV-0021.
  • Medium IaC: KSV-0013 build/config/logging/cron-logging.yaml — Image tag ":latest" used
  • Medium IaC: KSV-0023 build/config/logging/cron-logging.yaml — hostPath volumes mounted
  • Medium IaC: KSV-0104 build/config/logging/cron-logging.yaml — Seccomp policies disabled One securityContext edit clears this facet's near-duplicate rules together: KSV-0030, KSV-0104.
  • Medium IaC: KSV-0125 build/config/logging/cron-logging.yaml — Restrict container images to trusted registries
  • Medium IaC: KSV-0012 build/config/metallb.yaml — Runs as root user One securityContext edit clears this facet's near-duplicate rules together: KSV-0012, KSV-0020, KSV-0021.
  • Medium IaC: KSV-0022 build/config/metallb.yaml — Specific capabilities added
  • Medium IaC: KSV-0104 build/config/metallb.yaml — Seccomp policies disabled One securityContext edit clears this facet's near-duplicate rules together: KSV-0030, KSV-0104.
  • Medium IaC: KSV-0125 build/config/metallb.yaml — Restrict container images to trusted registries
  • Medium IaC: KSV-0001 build/config/metrics/metrics.yaml — Can elevate its own privileges
  • Medium IaC: KSV-0037 build/config/metrics/metrics.yaml — User resources should not be placed in kube-system namespace
  • Medium IaC: KSV-0104 build/config/metrics/metrics.yaml — Seccomp policies disabled One securityContext edit clears this facet's near-duplicate rules together: KSV-0030, KSV-0104.
  • Medium IaC: KSV-0117 build/config/metrics/metrics.yaml — Prevent binding to privileged ports
  • Medium IaC: DS-0013 build/docker/builder/cpu/amazonlinux2023/Dockerfile — 'RUN cd ...' to change directory
  • Medium IaC: DS-0013 build/docker/builder/cpu/ubuntu20.04/Dockerfile — 'RUN cd ...' to change directory
  • Medium IaC: DS-0013 build/docker/builder/cpu/ubuntu22.04/Dockerfile — 'RUN cd ...' to change directory
  • Medium IaC: DS-0013 build/docker/heaptrack/Dockerfile — 'RUN cd ...' to change directory
  • Medium IaC: CKV_K8S_37 ci/jenkins/pod/rte.yaml:1 — Minimize the admission of containers with capabilities assigned
  • Medium IaC: CKV_K8S_37 ci/jenkins/pod/rte-gpu.yaml:1 — Minimize the admission of containers with capabilities assigned
  • Medium IaC: CKV_K8S_37 ci/jenkins/pod/rte-build.yaml:1 — Minimize the admission of containers with capabilities assigned
  • Medium IaC: CKV_K8S_37 ci/jenkins/pod/rte-arm.yaml:1 — Minimize the admission of containers with capabilities assigned
  • Medium IaC: CKV_K8S_37 ci/jenkins/pod/meta-migration.yaml:1 — Minimize the admission of containers with capabilities assigned
  • Medium IaC: CKV_K8S_37 ci/jenkins/pod/meta-builder.yaml:1 — Minimize the admission of containers with capabilities assigned
  • Medium IaC: CKV_K8S_32 build/config/metallb.yaml:9 — Ensure default seccomp profile set to docker/default or runtime/default
D4 · Code Duplication · Duplicated block (12 lines × 2) · ×24
  • Duplicated block (12 lines × 2) cmd/tools/migration/backend/etcd210.go:59 — cmd/tools/migration/backend/etcd210.go:59-70 | cmd/tools/migration/backend/etcd210.go:125-136 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (12 lines × 2) internal/datacoord/compaction_task_bump_schema_version.go:339 — internal/datacoord/compaction_task_bump_schema_version.go:339-350 | internal/datacoord/compaction_task_mix.go:255-266 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once.
  • Duplicated block (12 lines × 2) internal/datacoord/compaction_task_bump_schema_version.go:366 — internal/datacoord/compaction_task_bump_schema_version.go:366-377 | internal/datacoord/compaction_task_mix.go:230-242 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/compaction_task_bump_schema_version.go:366` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (12 lines × 2) internal/datacoord/garbage_collector.go:2073 — internal/datacoord/garbage_collector.go:2073-2084 | internal/datacoord/garbage_collector.go:2131-2143 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/garbage_collector.go:2073` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (12 lines × 2) internal/datacoord/index_meta.go:945 — internal/datacoord/index_meta.go:945-956 | internal/datacoord/index_meta.go:966-977 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register.
  • Duplicated block (12 lines × 2) internal/datacoord/segment_manager.go:728 — internal/datacoord/segment_manager.go:728-740 | internal/datacoord/segment_manager.go:749-760 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/segment_manager.go:728` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (12 lines × 2) internal/datanode/compactor/compactor_common.go:492 — internal/datanode/compactor/compactor_common.go:492-503 | internal/datanode/index/task_stats.go:461-472 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datanode/compactor/compactor_common.go:492` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
  • Duplicated block (12 lines × 2) internal/datanode/compactor/sort_compaction.go:317 — internal/datanode/compactor/sort_compaction.go:317-328 | internal/datanode/index/task_stats.go:316-328 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datanode/compactor/sort_compaction.go:317` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (12 lines × 2) internal/datanode/importv2/hash.go:249 — internal/datanode/importv2/hash.go:249-260 | internal/datanode/importv2/hash.go:271-282 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datanode/importv2/hash.go:249` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (12 lines × 2) internal/datanode/importv2/task_import.go:261 — internal/datanode/importv2/task_import.go:261-272 | internal/datanode/importv2/task_l0_import.go:218-229 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datanode/importv2/task_import.go:261` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (12 lines × 2) internal/distributed/proxy/service.go:274 — internal/distributed/proxy/service.go:274-285 | internal/distributed/proxy/service.go:399-410 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (12 lines × 2) internal/distributed/streaming/balancer.go:126 — internal/distributed/streaming/balancer.go:126-137 | internal/distributed/streaming/balancer.go:148-159 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/streaming/balancer.go:126` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (12 lines × 2) internal/distributed/streaming/balancer.go:170 — internal/distributed/streaming/balancer.go:170-181 | internal/distributed/streaming/balancer.go:190-201 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/streaming/balancer.go:170` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (12 lines × 2) internal/flushcommon/pipeline/data_sync_service.go:355 — internal/flushcommon/pipeline/data_sync_service.go:355-366 | internal/flushcommon/pipeline/data_sync_service.go:407-418 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/flushcommon/pipeline/data_sync_service.go:355` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
  • Duplicated block (12 lines × 2) internal/flushcommon/syncmgr/meta_writer.go:103 — internal/flushcommon/syncmgr/meta_writer.go:103-115 | internal/flushcommon/syncmgr/meta_writer.go:237-248 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/flushcommon/syncmgr/meta_writer.go:103` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (12 lines × 2) internal/kv/mem/mem_kv.go:320 — internal/kv/mem/mem_kv.go:320-331 | internal/kv/mem/mem_kv.go:344-355 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/kv/mem/mem_kv.go:320` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (12 lines × 2) internal/parser/planparserv2/parser_visitor.go:2552 — internal/parser/planparserv2/parser_visitor.go:2552-2563 | internal/parser/planparserv2/parser_visitor.go:2605-2616 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/parser/planparserv2/parser_visitor.go:2552` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (12 lines × 2) internal/parser/planparserv2/rewriter/range.go:265 — internal/parser/planparserv2/rewriter/range.go:265-276 | internal/parser/planparserv2/rewriter/range.go:378-389 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/parser/planparserv2/rewriter/range.go:265` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (12 lines × 2) internal/proxy/impl.go:822 — internal/proxy/impl.go:822-833 | internal/proxy/impl.go:1540-1551 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/proxy/impl.go:822` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (12 lines × 2) internal/proxy/impl.go:1474 — internal/proxy/impl.go:1474-1485 | internal/proxy/impl.go:1532-1543 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/proxy/impl.go:1474` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
  • Duplicated block (12 lines × 2) internal/proxy/impl.go:4484 — internal/proxy/impl.go:4484-4495 | internal/proxy/impl.go:4542-4554 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/proxy/impl.go:4484` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (12 lines × 2) internal/proxy/management.go:531 — internal/proxy/management.go:531-542 | internal/proxy/management.go:606-617 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/proxy/management.go:531` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (12 lines × 2) internal/proxy/task.go:2721 — internal/proxy/task.go:2721-2732 | internal/proxy/task.go:2820-2831 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/proxy/task.go:2721` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (12 lines × 2) internal/proxy/task_search.go:677 — internal/proxy/task_search.go:677-688 | internal/proxy/task_search.go:996-1007 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/proxy/task_search.go:677` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
D4 · Code Duplication · Duplicated block (11 lines × 2) · ×24
  • Duplicated block (11 lines × 2) client/milvusclient/results.go:120 — client/milvusclient/results.go:120-130 | client/milvusclient/results.go:195-207 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `client/milvusclient/results.go:120` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (11 lines × 2) client/milvusclient/read.go:56 — client/milvusclient/read.go:56-66 | client/milvusclient/read.go:413-423 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `client/milvusclient/read.go:56` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
  • Duplicated block (11 lines × 2) client/milvusclient/snapshot.go:118 — client/milvusclient/snapshot.go:118-128 | client/milvusclient/snapshot.go:144-154 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register.
  • Duplicated block (11 lines × 2) cmd/tools/migration/backend/etcd210.go:232 — cmd/tools/migration/backend/etcd210.go:232-242 | cmd/tools/migration/backend/etcd210.go:255-265 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `cmd/tools/migration/backend/etcd210.go:232` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (11 lines × 2) internal/coordinator/mix_coord.go:796 — internal/coordinator/mix_coord.go:796-806 | internal/coordinator/mix_coord.go:838-848 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/coordinator/mix_coord.go:796` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (11 lines × 2) internal/datacoord/external_collection_refresh_meta.go:287 — internal/datacoord/external_collection_refresh_meta.go:287-297 | internal/datacoord/external_collection_refresh_meta.go:378-389 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/external_collection_refresh_meta.go:287` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register.
  • Duplicated block (11 lines × 2) internal/datacoord/meta.go:2401 — internal/datacoord/meta.go:2401-2411 | internal/datacoord/meta.go:2490-2500 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/meta.go:2401` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (11 lines × 2) internal/datacoord/meta.go:3287 — internal/datacoord/meta.go:3287-3297 | internal/datacoord/meta.go:3405-3415 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datacoord/meta.go:3287` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (11 lines × 2) internal/datanode/compactor/record_materializer.go:460 — internal/datanode/compactor/record_materializer.go:460-470 | internal/datanode/compactor/record_materializer.go:501-511 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datanode/compactor/record_materializer.go:460` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (11 lines × 2) internal/datanode/importv2/task_import.go:150 — internal/datanode/importv2/task_import.go:150-160 | internal/datanode/importv2/task_l0_import.go:125-135 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `internal/datanode/importv2/task_import.go:150` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (11 lines × 2) internal/datanode/importv2/task_l0_preimport.go:64 — internal/datanode/importv2/task_l0_preimport.go:64-74 | internal/datanode/importv2/task_preimport.go:72-82 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once.
  • Duplicated block (11 lines × 2) internal/distributed/proxy/httpserver/handler_v2.go:964 — internal/distributed/proxy/httpserver/handler_v2.go:964-974 | internal/distributed/proxy/httpserver/handler_v2.go:991-1001 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/handler_v2.go:964` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (11 lines × 2) internal/distributed/proxy/httpserver/wrap_request.go:236 — internal/distributed/proxy/httpserver/wrap_request.go:236-246 | internal/distributed/proxy/httpserver/wrap_request.go:331-341 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/distributed/proxy/httpserver/wrap_request.go:236` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (11 lines × 2) internal/flushcommon/syncmgr/pack_writer.go:141 — internal/flushcommon/syncmgr/pack_writer.go:141-151 | internal/flushcommon/syncmgr/pack_writer.go:229-239 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/flushcommon/syncmgr/pack_writer.go:141` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (11 lines × 2) internal/flushcommon/syncmgr/pack_writer_v3.go:674 — internal/flushcommon/syncmgr/pack_writer_v3.go:674-684 | internal/flushcommon/syncmgr/pack_writer_v3.go:706-716 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `internal/flushcommon/syncmgr/pack_writer_v3.go:674` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (11 lines × 2) internal/metastore/kv/datacoord/kv_catalog.go:1198 — internal/metastore/kv/datacoord/kv_catalog.go:1198-1208 | internal/metastore/kv/rootcoord/kv_catalog.go:2294-2304 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `internal/metastore/kv/datacoord/kv_catalog.go:1198` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
  • Duplicated block (11 lines × 2) internal/proxy/impl.go:1173 — i...

    Downloadable artifacts

    Machine-readable and reproducible from this commit + frozen rubric — drop them straight into a contract appendix, a CRA dossier, or a downstream SCA / VEX tool.