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release: FrameVitals 0.2.0 - #40

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parthozyy merged 448 commits into
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develop/august
Aug 17, 2026
Merged

release: FrameVitals 0.2.0#40
parthozyy merged 448 commits into
mainfrom
develop/august

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@parthdongre

@parthdongre parthdongre commented Aug 17, 2026

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FrameVitals 0.2.0

Promotes the release-tested develop/august tree to main.

Release highlights

  • Source-aware Arrow streaming and projection
  • Native Rust execution with direct Arrow RecordBatch profiling
  • Exact-once full-stream statistics including M3/M4 skewness and kurtosis
  • Native categorical and log-quantile sketches
  • Deterministic stratified-jitter sampling
  • Focused analysis APIs, planning, inspection, contracts, gates, snapshots, and monitoring
  • Physical stress validation through 5 billion logical cells
  • Native ABI3 wheels plus portable fallback packaging

Release validation

  • Full Tests workflow: green
  • Package workflow: green
  • Minimum Dependencies: green
  • Developer Guardrails: green
  • Mixed ground-truth validation: 46/46 NumPy and 46/46 Rust
  • Same-dataset 0.1.0 → 0.2.0 Standard benchmark: 141.084s → 0.839s (168.06×), peak RSS 2736.7MB → 264.9MB (90.3% lower)
  • Tested non-quantile accuracy unchanged at published precision; native streaming quantiles measured ~0.08% mean / ~0.21% max range-normalized error across tested quartiles

No open GitHub issues or known release-blocking failures were found before promotion.

Full details are in CHANGELOG.md.

@parthdongre
test: verify streaming parquet ML readiness
cdcead2
@parthdongre
fix: report true source size for streaming relationships
84f714e
@parthdongre
feat: disclose streaming ML readiness provenance
b8368f6
@parthdongre
test: disclose streaming ML readiness provenance
5e8529c
@parthdongre
feat: add streaming-aware column role inference
3f4d5e3
@parthdongre
feat: stream column role inference for Arrow sources
340649c
@parthdongre
test: verify streaming parquet role inference
ff7ca3a
@parthdongre
fix: distinguish sampled and native role cardinality
4ecf320
@parthdongre
feat: stream bounded statistics for Arrow sources
49a59d2
@parthdongre
test: verify bounded streaming statistics
3a96766
@parthdongre
feat: add bounded full-analysis path for streaming sources
f8d94eb
@parthdongre
ci: run streaming statistics regression
a8d7c41
@parthdongre
feat: dispatch public analysis through streaming sources
6d1bfa4
@parthdongre
feat: route public analyze through source dispatcher
b1785a2
@parthdongre
test: verify full analyze streams parquet input
43cc645
@parthdongre
feat: stream bounded anomaly analysis for Arrow sources
f6eddd2
@parthdongre
test: verify anomaly analysis streams numeric parquet projection
6d7d152
@parthdongre
feat: add bounded streaming target diagnostics
704175e
@parthdongre
feat: stream bounded target diagnostics for Arrow sources
33486f3
@parthdongre
feat: route installed CLI analyze through source dispatcher
b9e6660
@parthdongre
build: use source-aware CLI entrypoint
07f9df8
@parthdongre
feat: bound drift comparison for streaming sources
fa7c003
@parthdongre
test: verify installed analyze command uses streaming dispatcher
186ce54
@parthdongre
test: cover bounded streaming drift and gates
fb49438
@parthdongre
ci: exercise streaming drift regression
b197eae
@parthdongre
fix: include Arrow capability in all extra
8d6674b
@parthdongre
feat: stream CSV and TSV sources with Arrow
5eb94cf
@parthdongre
test: cover Arrow CSV and TSV streaming
dff5946
@parthdongre
ci: validate CSV streaming and complete all extra
396ea1c
@parthdongre
fix: preserve FileSource compatibility for delimited inputs
8d74fdf
@parthdongre
fix: avoid periodic aliasing in bounded samples
4679b76
@parthdongre
build: ship native wheels alongside portable fallback
b2c8aff
@parthdongre
test: install runtime deps for native wheel smoke
7a7ed95
@parthdongre
fix: align focused sampling provenance with stratified jitter
f4761cb
@parthdongre
test: assert stratified streaming sampling provenance
e47a18c
@parthdongre
fix: avoid pandas string-dtype selection deprecation
23e21f7
@parthdongre
test: align statistics sampling provenance
a73c94f
@parthdongre
feat: reuse exact full-stream skew and kurtosis
30d04be
@parthdongre
style: format higher-moment Rust state
3274936
@parthdongre
docs: preserve useful architecture planning before branch cleanup
132c860
@parthdongre
chore: prepare FrameVitals 0.2.0 release candidate
378a60f
@parthdongre
fix: harden 0.2.0 release contracts
4dac326
@parthdongre
ci: make Python dead-code lint blocking
4032f4d
@parthdongre
ci: include release hardening in backend parity gate
ed1bb13
@parthdongre
ci: rerun performance guardrail for release hardening
a17fa85
@parthdongre
build: pin Rust dependencies for 0.2.0
4616b9e
@parthdongre
ci: enforce locked Rust dependencies in package builds
e9d8809
@parthdongre
ci: enforce locked Rust dependencies in PyPI release
05b11e5
@parthdongre
bench: record 0.2.0 release performance delta
2c3b327
@parthdongre
test: keep release branding check optional-safe
13e1679
@parthdongre
bench: record same-dataset 0.2.0 accuracy parity
c294028
@parthdongre
docs: pair 0.2.0 speedup with same-dataset accuracy evidence
235d5c8
@parthdongre
test: validate same-dataset release accuracy evidence
1eff600
@github-advanced-security

github-advanced-security AI commented Aug 17, 2026

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@RajvardhanPatil07
RajvardhanPatil07 requested a lite review from Copilot August 17, 2026 10:32
Copilot AI reviewed Aug 17, 2026

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@parthdongre
parthdongre requested a review from parthozyy August 17, 2026 13:05
@parthozyy
parthozyy merged commit 7c56225 into main Aug 17, 2026
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@parthozyy parthozyy parthozyy approved these changes
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@parthdongre @github-advanced-security @parthozyy