release: FrameVitals 0.2.0 - #40

Merged

parthozyy merged 448 commits into

mainfrom

Aug 17, 2026

This pull request is big! We're only showing the most recent 250 commits

Commits on Aug 16, 2026

test: verify streaming parquet ML readiness
parthdongre
committed
cdcead2
fix: report true source size for streaming relationships
parthdongre
committed
84f714e
feat: disclose streaming ML readiness provenance
parthdongre
committed
b8368f6
test: disclose streaming ML readiness provenance
parthdongre
committed
5e8529c
feat: add streaming-aware column role inference
parthdongre
committed
3f4d5e3
feat: stream column role inference for Arrow sources
parthdongre
committed
340649c
test: verify streaming parquet role inference
parthdongre
committed
ff7ca3a
fix: distinguish sampled and native role cardinality
parthdongre
committed
4ecf320
feat: stream bounded statistics for Arrow sources
parthdongre
committed
49a59d2
test: verify bounded streaming statistics
parthdongre
committed
3a96766
feat: add bounded full-analysis path for streaming sources
parthdongre
committed
f8d94eb
ci: run streaming statistics regression
parthdongre
committed
a8d7c41
feat: dispatch public analysis through streaming sources
parthdongre
committed
6d1bfa4
feat: route public analyze through source dispatcher
parthdongre
committed
b1785a2
test: verify full analyze streams parquet input
parthdongre
committed
43cc645
feat: stream bounded anomaly analysis for Arrow sources
parthdongre
committed
f6eddd2
test: verify anomaly analysis streams numeric parquet projection
parthdongre
committed
6d7d152
feat: add bounded streaming target diagnostics
parthdongre
committed
704175e
feat: stream bounded target diagnostics for Arrow sources
parthdongre
committed
33486f3
feat: route installed CLI analyze through source dispatcher
parthdongre
committed
b9e6660
build: use source-aware CLI entrypoint
parthdongre
committed
07f9df8
feat: bound drift comparison for streaming sources
parthdongre
committed
fa7c003
test: verify installed analyze command uses streaming dispatcher
parthdongre
committed
186ce54
test: cover bounded streaming drift and gates
parthdongre
committed
fb49438
ci: exercise streaming drift regression
parthdongre
committed
b197eae
fix: include Arrow capability in all extra
parthdongre
committed
8d6674b
feat: stream CSV and TSV sources with Arrow
parthdongre
committed
5eb94cf
test: cover Arrow CSV and TSV streaming
parthdongre
committed
dff5946
ci: validate CSV streaming and complete all extra
parthdongre
committed
396ea1c
fix: preserve FileSource compatibility for delimited inputs
parthdongre
committed
8d74fdf
refactor: route CLI through canonical public engines
parthdongre
committed
315c19b
refactor: retire CLI monkeypatch shim
parthdongre
committed
f5cbe0e
packaging: use canonical CLI entrypoint
parthdongre
committed
73f60eb
refactor: collapse legacy API into canonical facade
parthdongre
committed
76e0d68
test: lock canonical API facade boundaries
parthdongre
committed
096d038
feat: add first-class quality gate CLI
parthdongre
committed
928646b
test: cover quality gate CLI semantics
parthdongre
committed
be72cec
test: prove CLI gate preserves Parquet streaming
parthdongre
committed
65e625c
ci: exercise streaming quality gate CLI
parthdongre
committed
7287826
docs: align README with source-aware quality gate architecture
parthdongre
committed
d17a3a0
packaging: move Excel and AI-only deps out of core
parthdongre
committed
14dab9f
feat: explain optional Excel reader requirement
parthdongre
committed
7c6a4e6
test: lock optional dependency boundaries
parthdongre
committed
cb76fc3
packaging: mark FrameVitals as typed
parthdongre
committed
0ed0778
packaging: include PEP 561 marker in wheels
parthdongre
committed
5e19aa2
ci: require PEP 561 marker in wheel
parthdongre
committed
19761df
docs: capture source-aware overhaul in changelog
parthdongre
committed
1d6df7d
ci: cancel stale package runs and restrict permissions
parthdongre
committed
fd35aec
ci: cancel stale test runs and restrict permissions
parthdongre
committed
f89939e
ci: verify release version before PyPI publish
parthdongre
committed
7b4e858
ci: add reproducible performance benchmark workflow
parthdongre
committed
edaf3a4
refactor: load plotting modules only when needed
parthdongre
committed
02e32ca
refactor: isolate optional web dependencies and canonical drift
parthdongre
committed
c6819a9
test: lock lazy web optional dependencies
parthdongre
committed
4e667a6
refactor: make explainability plotting optional
parthdongre
committed
e9624fa
packaging: move plotting stack out of core
parthdongre
committed
e7cde5f
test: enforce lazy plotting dependency boundary
parthdongre
committed
5099944
test: skip web boundary check without Flask
parthdongre
committed
bb0d4ee
ci: verify optional dependency boundaries
parthdongre
committed
aafc942
feat: ship reusable FrameVitals gate action
parthdongre
committed
d82642b
ci: smoke-test reusable gate action
parthdongre
committed
ad309c0
fix: make gate action setup portable
parthdongre
committed
bc48a56
docs: document contributor architecture boundaries
parthdongre
committed
0c38044
docs: document extras and reusable gate action
parthdongre
committed
a30fe7c
docs: record optional stack and gate action overhaul
parthdongre
committed
183d766
feat: add persistent snapshot history API
parthdongre
committed
30a96b8
feat: expose snapshot history publicly
parthdongre
committed
2f5ec9a
test: cover persistent snapshot history
parthdongre
committed
f376d8e
feat: add extensible custom data checks
parthdongre
committed
904650e
feat: run custom checks inside quality gates
parthdongre
committed
4b66268
feat: expose custom checks through public API
parthdongre
committed
ab5a063
feat: expose custom checks through compatibility API
parthdongre
committed
a09bae3
test: cover extensible custom checks and gate integration
parthdongre
committed
f50dbf3
fix: accept NumPy boolean custom check outcomes
parthdongre
committed
2240650
chore: ignore local FrameVitals monitoring state
parthdongre
committed
745fcde
feat: surface custom checks in gate summaries
parthdongre
committed
89b9d6c
feat: add structured custom check results
parthdongre
committed
de2e026
docs: add custom quality gate example
parthdongre
committed
d4726c8
docs: add snapshot monitoring history example
parthdongre
committed
4af8704
feat: discover third-party check plugins
parthdongre
committed
779698e
test: cover third-party check plugin discovery
parthdongre
committed
ac48442
fix: preserve CSV fallback across Python versions
parthdongre
committed
b2f6134
feat: support in-memory Arrow sources
parthdongre
committed
dbf536f
refactor: route analysis through dataset sources
parthdongre
committed
47daaa7
test: cover in-memory Arrow sources
parthdongre
committed
b408aa6
ci: cover in-memory Arrow inputs
parthdongre
committed
f4c27c6
feat: accept Arrow PyCapsule table inputs
parthdongre
committed
fec8290
test: cover Arrow capsule interoperability
parthdongre
committed
9d3934c
feat: add streaming DuckDB relation source
parthdongre
committed
07f1f86
feat: route DuckDB relations through source adapter
parthdongre
committed
4859075
feat: add optional DuckDB interoperability extra
parthdongre
committed
f3215e4
test: cover streaming DuckDB relation inputs
parthdongre
committed
9686ee0
ci: add Arrow and DuckDB interoperability checks
parthdongre
committed
50b9346
fix: report source materialization by execution semantics
parthdongre
committed
ec9b261
fix: align custom check results and materialization provenance
parthdongre
committed
02d1f81
feat: expose checks and plugin discovery at package root
parthdongre
committed
4ab16d5
test: lock custom check result contract
parthdongre
committed
c78a45f
test: expose plugin discovery through public API
parthdongre
committed
561658c
test: verify DuckDB materialization provenance
parthdongre
committed
4eb536d
feat: mirror check discovery in compatibility API
parthdongre
committed
497b3b8
docs: document interoperable source-aware FrameVitals
parthdongre
committed
0261899
docs: record interoperability and extensibility work
parthdongre
committed
bc22b98
feat: add public source capability inspection
parthdongre
committed
2dfa5b7
feat: expose source inspection at package root
parthdongre
committed
27d247b
feat: mirror source inspection in compatibility API
parthdongre
committed
5dfd74e
test: cover public source capability inspection
parthdongre
committed
54e2ae1
test: expose Arrow source capabilities publicly
parthdongre
committed
57fd09e
test: expose DuckDB source capabilities publicly
parthdongre
committed
b928c2a
feat: define execution provenance schema
parthdongre
committed
dd16918
refactor: standardize custom check execution provenance
parthdongre
committed
547dd6e
refactor: standardize operation execution provenance
parthdongre
committed
abcaa30
test: lock execution provenance schema
parthdongre
committed
216adbe
refactor: version budgeted execution metadata
parthdongre
committed
623a884
refactor: standardize focused execution provenance
parthdongre
committed
848e3fe
test: require execution schema on streaming statistics
parthdongre
committed
48be420
test: lock public execution schema v1
parthdongre
committed
e1af9f9
refactor: version streaming role provenance
parthdongre
committed
9a56a44
refactor: version streaming health provenance
parthdongre
committed
9957e21
refactor: version streaming ML-readiness provenance
parthdongre
committed
4f667fb
refactor: version streaming quality provenance
parthdongre
committed
d9f65e5
docs: add FrameVitals documentation home
parthdongre
committed
0202cb2
docs: define execution provenance contract
parthdongre
committed
6ca09bb
docs: explain source-aware execution
parthdongre
committed
c4bfee2
docs: explain quality gates and extensions
parthdongre
committed
540e5a9
build: add documentation capability
parthdongre
committed
b9e8dcf
docs: configure MkDocs site
parthdongre
committed
a45a460
ci: validate documentation site
parthdongre
committed
6b843d8
feat: add source inspection CLI command
parthdongre
committed
dbe886d
test: cover source inspection CLI
parthdongre
committed
7c68251
docs: record source inspection and provenance schema
parthdongre
committed
2a24a98
feat: add dict-compatible focused diagnostic results
parthdongre
committed
a8c3889
feat: return focused DiagnosticResult objects
parthdongre
committed
ba90522
typing: expose focused DiagnosticResult type
parthdongre
committed
eb87779
test: cover focused DiagnosticResult ergonomics
parthdongre
committed
86805b2
docs: document public result objects
parthdongre
committed
4d14295
test: lock public package surface
parthdongre
committed
f563d7b
test: cover zero-dependency Polars interoperability
parthdongre
committed
dab75ff
ci: verify Polars Arrow interoperability
parthdongre
committed
b07989b
docs: add extension author guide
parthdongre
committed
728ec2b
examples: add third-party check plugin package
parthdongre
committed
b220168
examples: implement third-party FrameVitals checks
parthdongre
committed
1fec938
examples: document check plugin template
parthdongre
committed
b837ce3
ci: verify external check plugin contract
parthdongre
committed
5474e21
test: cover snapshot monitoring CLI
parthdongre
committed
cf5e4cd
docs: add snapshot monitoring workflow
parthdongre
committed
5420960
perf: define initial profiling guardrails
parthdongre
committed
9c60f13
perf: add deterministic performance guardrail
parthdongre
committed
f000c4a
ci: enforce catastrophic performance guardrails
parthdongre
committed
6ff54aa
dev: add lightweight pre-commit guardrails
parthdongre
committed
b03a9a3
ci: validate contributor pre-commit hooks
parthdongre
committed
3cd2bca
test: cover system capability CLI
parthdongre
committed
804f5a1
docs: add reproducible support guidance
parthdongre
committed
55022a2
ci: test declared minimum core dependencies
parthdongre
committed
2509ce1
ci: add Windows and macOS package smoke tests
parthdongre
committed
f1b7001
security: add CodeQL analysis
parthdongre
committed
95ed294
docs: define compatibility and stability policy
parthdongre
committed
7fc696f
chore: prepare stabilization patch
parthdongre
committed
7e8b569
chore: remove temporary stabilization placeholder
parthdongre
committed
50e1734
fix: include pre-commit in development extra
parthdongre
committed
38de281
fix: normalize Arrow view types for streaming compute
parthdongre
committed
f678e32
test: lock compute-safe Polars Arrow normalization
parthdongre
committed
cf7115f
test: freeze 0.2 package-root API surface
parthdongre
committed
7501796
fix: align compatibility facade result typing
parthdongre
committed
98cb9ca
docs: expose complete 0.2 documentation surface
parthdongre
committed
6e01a83
docs: align contributor setup with enforced guardrails
parthdongre
committed
fab519c
docs: harden 0.2 release and promotion checklist
parthdongre
committed
29eecbe
fix: complete monitoring and system CLI surface
parthdongre
committed
73aafa3
test: respect optional AI dependency boundary
parthdongre
committed
554bb22
test: respect optional plotting dependency boundary
parthdongre
committed
eac759a
docs: record 0.2 stabilization work
parthdongre
committed
8ccbd8c
ci: run one-off largest scale benchmark
parthdongre
committed
773e417
ci: remove one-off scale benchmark workflow
parthdongre
committed
6be938b
fix: bound streaming profile by table width
parthdongre
committed
7dd188d
test: lock width-aware streaming budgets
parthdongre
committed
b26ed9a
test: cover ultra-wide streaming budgets
parthdongre
committed
1646bc5
test: keep width budget coverage in Arrow suite
parthdongre
committed
f1ca713
temp
parthdongre
committed
680aa69
chore: remove accidental stress placeholder
parthdongre
committed
7598862
fix: make public analysis modes materially distinct
parthdongre
committed
95d8e4f
test: lock public analysis mode policy
parthdongre
committed
1cc3e3f
fix: align selector inventory with standard mode execution
parthdongre
committed
89a0274
test: align selector contract with mode execution
parthdongre
committed
1a436f0
test: align quick streaming expectations with mode policy
parthdongre
committed
4cfa0ea
fix: preserve quick target and artifact compatibility
parthdongre
committed
ad5d693
test: preserve quick compatibility in mode contract
parthdongre
committed
40171b5
test: restore deferred quick streaming cleaning contract
parthdongre
committed
12c5056
fix: preserve explicit disabled-module provenance
parthdongre
committed
1be238e
perf: reserve model training for research mode
parthdongre
committed
f01b3c6
fix: align research-only modeling inventory
parthdongre
committed
6247266
test: lock four-tier analysis mode contract
parthdongre
committed
fa40064
test: align planning expectations with analysis tiers
parthdongre
committed
f020f3f
feat: add adaptive streaming intelligence
parthdongre
authored
59b9aee

Commits on Aug 17, 2026

perf: replace deep bootstrap hot path with fast confidence intervals
parthdongre
committed
3c1f630
test: update deep triage hook for fast inference
parthdongre
committed
6b5e1be
bench: add reproducible 8k x 180 deep performance target
parthdongre
committed
1d77228
perf: bound ultra-wide streaming analysis by column budget
parthdongre
committed
b28b253
bench: parameterize extreme streaming workload
parthdongre
committed
159dfb5
bench: compare all modes on 100k x 100k stream
parthdongre
committed
3f8ed05
bench: add real 100k x 10k parquet benchmark
parthdongre
committed
7690112
ci: run real 100k x 10k parquet analysis benchmark
parthdongre
committed
4d6c5ed
fix: scope ML readiness to profiled streaming columns
parthdongre
committed
a061718
fix: report projected quality coverage accurately
parthdongre
committed
a1135bd
test: cover projected streaming scoring semantics
parthdongre
committed
0e25d56
perf: adapt research confidence intervals by sample size
parthdongre
committed
494952b
test: enforce adaptive research inference policy
parthdongre
committed
852d26b
feat: reuse exact streaming statistics downstream
parthdongre
committed
fd3c247
fix: enforce exact-once streaming summaries
parthdongre
committed
d331294
test: protect streaming exact-once reuse
parthdongre
committed
2b56486
bench: report native backend and exact-once reuse
parthdongre
committed
fdb6134
bench: compare native Rust and NumPy fallback on real wide data
parthdongre
committed
648a5d8
test: use valid minimum quality sample size
parthdongre
committed
2fb5243
perf: profile Arrow record batches directly in Rust
parthdongre
committed
3f8bb39
style: format native Arrow bridge
parthdongre
committed
b30eca4
perf: specialize native streaming profile sketches
parthdongre
committed
2930bc6
perf: skip duplicate materialized core work for streams
parthdongre
committed
861cca1
perf: accelerate native log-quantile bin updates
parthdongre
committed
c3ea3a7
style: simplify quantile bin type
parthdongre
committed
bd685fa
style: apply rustfmt to quantile sketch
parthdongre
committed
bd56c24
perf: cache Parquet source metadata and handle
parthdongre
committed
61092f0
test: ensure Parquet metadata is parsed once per source
parthdongre
committed
ccb95b7
fix: modernize Anderson-Darling normality diagnostics
parthdongre
committed
0305250
test: support Anderson contracts across SciPy bounds
parthdongre
committed
310e695
bench: add extensive 2.5B-cell physical stress matrix
parthdongre
committed
cd9523a
bench: add 5B-cell physical stress case
parthdongre
committed
ff04c25
test: add mixed statistical ground-truth validation
parthdongre
committed
2f9bdc1
test: respect native full-stream categorical provenance
parthdongre
committed
12919d1
ci: rerun mixed validation for covered tests
parthdongre
committed
0320f25
fix: avoid periodic aliasing in bounded samples
parthdongre
committed
4679b76
build: ship native wheels alongside portable fallback
parthdongre
committed
b2c8aff
test: install runtime deps for native wheel smoke
parthdongre
committed
7a7ed95
fix: align focused sampling provenance with stratified jitter
parthdongre
committed
f4761cb
test: assert stratified streaming sampling provenance
parthdongre
committed
e47a18c
fix: avoid pandas string-dtype selection deprecation
parthdongre
committed
23e21f7
test: align statistics sampling provenance
parthdongre
committed
a73c94f
feat: reuse exact full-stream skew and kurtosis
parthdongre
committed
30d04be
style: format higher-moment Rust state
parthdongre
committed
3274936
docs: preserve useful architecture planning before branch cleanup
parthdongre
committed
132c860
chore: prepare FrameVitals 0.2.0 release candidate
parthdongre
committed
378a60f
fix: harden 0.2.0 release contracts
parthdongre
committed
4dac326
ci: make Python dead-code lint blocking
parthdongre
committed
4032f4d
ci: include release hardening in backend parity gate
parthdongre
committed
ed1bb13
ci: rerun performance guardrail for release hardening
parthdongre
committed
a17fa85
build: pin Rust dependencies for 0.2.0
parthdongre
committed
4616b9e
ci: enforce locked Rust dependencies in package builds
parthdongre
committed
e9d8809
ci: enforce locked Rust dependencies in PyPI release
parthdongre
committed
05b11e5
bench: record 0.2.0 release performance delta
parthdongre
committed
2c3b327
test: keep release branding check optional-safe
parthdongre
committed
13e1679
bench: record same-dataset 0.2.0 accuracy parity
parthdongre
committed
c294028
docs: pair 0.2.0 speedup with same-dataset accuracy evidence
parthdongre
committed
235d5c8
test: validate same-dataset release accuracy evidence
parthdongre
committed
1eff600