Fix decimal casts to primitive arrays (#51)

* AllInvalid arrays have non empty distinct info (#7369)

This is required to handle cases where we are attempting to dict
compress and
a sample ends up being all null

Signed-off-by: Robert Kruszewski <github@robertk.io>

Signed-off-by: Robert Kruszewski <github@robertk.io>

* duckdb: Reset validity instead of filling (#7365)

1. Reset validity if it's "all true" instead of filling manually.
2. Set validity to true if parent array is constant (slicing won't
affect that).
3. Count ones while copying to destination buffer

Signed-off-by: Mikhail Kot <to@myrrc.dev>

* use expect over allow in clippy (#7373)

remove #[allow(....)

* Remove portable_simd take implementation and remove unused cargo flags (#7388)

First of all we never use nightly so portable simd never gets enabled,
second of
all it looks like avx512 doesn't bring any benefits beyond avx2 for simd
gather per gcc mailing list and Intel GDS mailing list. AVX2 on modern
intel
machines is comparable to Zen 5 machines and on Zen 5 machines AVX512,
AVX2 and
scalar versions behave the same.

Signed-off-by: Robert Kruszewski <github@robertk.io>

* Decompose TurboQuant into 2 `ScalarFnArray`s and `DictArray` (#7374)

## Summary

Tracking issue: https://github.com/vortex-data/vortex/issues/7297

Decomposes `TurboQuant` into:

```text
ScalarFnArray(L2Denorm, [
    ScalarFnArray(SorfTransform, [
        Extension<Vector>(
            FixedSizeListArray(
                DictArray(codes=Primitive<u8>, values=Primitive<f32>),
                padded_dim
            )
        )
    ]),
    norms
])
```

This makes the implementation more modular and turns the
TurboQuant-specific pieces into reusable building blocks.

Also defines SORF sign generation with a frozen local `SplitMix64`
implementation and cleans up related vector compute code.

## API Changes

- add `SorfTransform`
- remove the `TurboQuant` encoding/array type
- keep `TurboQuantScheme` as the compressor entry point
- simplify a all scalar fn APIs as we no longer need `ApproxOptions`

Note that `ApproxOptions` doesn't actually make sense here because we
are doing exact compute here, it is the encoding itself that is lossy.
Until we figure out what the exact semantics are of a lossy encoding I
will remove this.

## Testing

More tests:
- TurboQuant roundtrip / structural coverage
- SORF roundtrip + norm preservation
- deterministic SplitMix64 / sign generation coverage
- readthrough behavior (when children are normalized) for vector
similarity ops

---------

Signed-off-by: Connor Tsui <connor.tsui20@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>

* add vector similarity benchmark (#7391)

## Summary

Tracking issue: https://github.com/vortex-data/vortex/issues/7297
 
Adds basic benchmarking setup for vector similarity. Right now it is
just a bunch of random vectors.

Note that the numbers dont really mean anything right now as we have yet
to optimize anything (namely I have not yet added the inner product /
cosine similarity optimizations pushed through both the SORF transform
and the dictionary for constant array).

In the future we will add proper benchmarking on real datasets (likely
in `vortex-bench`, and also maybe we will integrate
https://github.com/zilliztech/vectordbbench

## Testing

N/A

Signed-off-by: Connor Tsui <connor.tsui20@gmail.com>

* perf: `Arc::ptr_eq` short-circuit to DType eq comparisons (#7398)

FieldName, FieldNames, and StructFields all wrap Arc types but their
derived PartialEq always dereferences through the Arc to compare
contents. Since DTypes are frequently cloned (every slice, filter,
execute copies the DType), the cloned Arcs share pointers - making
pointer equality a reliable fast path.

DataFusion ClickBench full-suite [apmc](https://github.com/0ax1/apmc)
measurement for vortex, averaged over two runs:
  - Cycles: -5.7% (861B → 812B) — fewer total CPU cycles
  - IPC: +5.8% (1.88 → 1.99) — more instructions per cycle
  - MAP_STALL: -5.5% (360B → 340B) — less CPU stalls waiting on memory

Signed-off-by: Alexander Droste <alexander.droste@protonmail.com>

* Update dependency io.netty:netty-bom to v4.2.12.Final (#7403)

This PR contains the following updates:

| Package | Change |
[Age](https://docs.renovatebot.com/merge-confidence/) |
[Confidence](https://docs.renovatebot.com/merge-confidence/) |
|---|---|---|---|
| [io.netty:netty-bom](https://netty.io/)
([source](https://redirect.github.com/netty/netty)) | `4.2.7.Final` →
`4.2.12.Final` |
![age](https://developer.mend.io/api/mc/badges/age/maven/io.netty:netty-bom/4.2.12.Final?slim=true)
|
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* Update react monorepo to v19.2.5 (#7404)

This PR contains the following updates:

| Package | Change |
[Age](https://docs.renovatebot.com/merge-confidence/) |
[Confidence](https://docs.renovatebot.com/merge-confidence/) |
|---|---|---|---|
| [react](https://react.dev/)
([source](https://redirect.github.com/facebook/react/tree/HEAD/packages/react))
| [`19.2.4` →
`19.2.5`](https://renovatebot.com/diffs/npm/react/19.2.4/19.2.5) |
![age](https://developer.mend.io/api/mc/badges/age/npm/react/19.2.5?slim=true)
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| [react-dom](https://react.dev/)
([source](https://redirect.github.com/facebook/react/tree/HEAD/packages/react-dom))
| [`19.2.4` →
`19.2.5`](https://renovatebot.com/diffs/npm/react-dom/19.2.4/19.2.5) |
![age](https://developer.mend.io/api/mc/badges/age/npm/react-dom/19.2.5?slim=true)
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|

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> [!WARNING]
> Some dependencies could not be looked up. Check the [Dependency
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### Release Notes

<details>
<summary>facebook/react (react)</summary>

###
[`v19.2.5`](https://redirect.github.com/facebook/react/releases/tag/v19.2.5):
19.2.5 (April 8th, 2026)

[Compare
Source](https://redirect.github.com/facebook/react/compare/v19.2.4...v19.2.5)

##### React Server Components

- Add more cycle protections
([#&#8203;36236](https://redirect.github.com/facebook/react/pull/36236)
by [@&#8203;eps1lon](https://redirect.github.com/eps1lon) and
[@&#8203;unstubbable](https://redirect.github.com/unstubbable))

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* Update rust-wasm-bindgen monorepo (#7406)

This PR contains the following updates:

| Package | Type | Update | Change |
|---|---|---|---|
| [js-sys](https://wasm-bindgen.github.io/wasm-bindgen/)
([source](https://redirect.github.com/wasm-bindgen/wasm-bindgen/tree/HEAD/crates/js-sys))
| dependencies | patch | `0.3.91` → `0.3.95` |
| [wasm-bindgen](https://wasm-bindgen.github.io/wasm-bindgen)
([source](https://redirect.github.com/wasm-bindgen/wasm-bindgen)) |
dependencies | patch | `0.2.114` → `0.2.118` |
| [wasm-bindgen-futures](https://wasm-bindgen.github.io/wasm-bindgen/)
([source](https://redirect.github.com/wasm-bindgen/wasm-bindgen/tree/HEAD/crates/futures))
| workspace.dependencies | patch | `0.4.64` → `0.4.68` |
|
[web-sys](https://wasm-bindgen.github.io/wasm-bindgen/web-sys/index.html)
([source](https://redirect.github.com/wasm-bindgen/wasm-bindgen/tree/HEAD/crates/web-sys))
| dependencies | patch | `0.3.91` → `0.3.95` |

---

> [!WARNING]
> Some dependencies could not be looked up. Check the [Dependency
Dashboard](../issues/357) for more information.

---

### Release Notes

<details>
<summary>wasm-bindgen/wasm-bindgen (wasm-bindgen)</summary>

###
[`v0.2.118`](https://redirect.github.com/wasm-bindgen/wasm-bindgen/blob/HEAD/CHANGELOG.md#02118)

[Compare
Source](https://redirect.github.com/wasm-bindgen/wasm-bindgen/compare/0.2.117...0.2.118)

##### Added

- Added `Error::stack_trace_limit()` and
`Error::set_stack_trace_limit()` bindings
  to `js-sys` for the non-standard V8 `Error.stackTraceLimit` property.

[#&#8203;5082](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5082)

- Added support for multiple `#[wasm_bindgen(start)]` functions, which
are
  chained together at initialization, as well as a new
  `#[wasm_bindgen(start, private)]` to register a start function without
  exporting it as a public export.

[#&#8203;5081](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5081)

- Reinitialization is no longer automatically applied when using
`panic=unwind`
and `--experimental-reset-state-function`, instead it is triggered by
any
  use of the `handler::schedule_reinit()` function under `panic=unwind`,
which is supported from within the `on_abort` handler for reinit
workflows.
Renamed `handler::reinit()` to `handler::schedule_reinit()` and removed
  the `set_on_reinit()` handler. The `__instance_terminated` address
  is now always a simple boolean (`0` = live, `1` = terminated).

[#&#8203;5083](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5083)

- `handler::schedule_reinit()` now works under `panic=abort` builds.
Previously
it was a no-op; it now sets the JS-side reinit flag and the next export
call
  transparently creates a fresh `WebAssembly.Instance`.

[#&#8203;5099](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5099)

##### Changed

- MSRV bump from 1.71 to 1.76 for the CLI, and 1.82 to 1.86 for the API

[#&#8203;5102](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5102)

##### Fixed

- ES module `import` statements are now hoisted to the top of generated
JS
  files, placed right after the `@ts-self-types` directive. This ensures
  valid ES module output since `import` declarations must precede other
  statements.

[#&#8203;5103](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5103)

- Fixed two CLI issues affecting WASM modules built by rustc 1.94+.
First,
a panic (`failed to find N in function table`) caused by lld emitting
element
segment offsets as `global.get $__table_base` or extended const
expressions
instead of plain `i32.const N` for large function tables; the fix adds a
const-expression evaluator in `get_function_table_entry` and guards
against
integer underflow in multi-segment tables. Second, the descriptor
interpreter
now routes all global reads/writes through a single `globals` HashMap
seeded
from the module's own globals, and mirrors the module's actual linear
memory
rather than a fixed 32KB buffer, so the stack pointer's real value is
valid
without any override. This fixes panics like `failed to find 32752 in
function
table` caused by `GOT.func.internal.*` globals being misidentified as
the
  stack pointer.

[#&#8203;5076](https://redirect.github.com/wasm-bindgen/wasm-bindgen/issues/5076)

[#&#8203;5080](https://redirect.github.com/wasm-bindgen/wasm-bindgen/issues/5080)

[#&#8203;5093](https://redirect.github.com/wasm-bindgen/wasm-bindgen/issues/5093)

[#&#8203;5095](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5095)

###
[`v0.2.117`](https://redirect.github.com/wasm-bindgen/wasm-bindgen/blob/HEAD/CHANGELOG.md#02117)

[Compare
Source](https://redirect.github.com/wasm-bindgen/wasm-bindgen/compare/0.2.116...0.2.117)

##### Fixed

- Fixed a regression introduced in
[#&#8203;5026](https://redirect.github.com/wasm-bindgen/wasm-bindgen/issues/5026)
where stable `web-sys` methods that
  accept a union type containing a `[WbgGeneric]` interface (e.g.
`ImageBitmapSource`, which includes `VideoFrame`) incorrectly applied
typed
generics to all union expansions rather than only those whose argument
type
is itself `[WbgGeneric]`. In practice this caused
`Window::create_image_bitmap_with_*`
  and the corresponding `WorkerGlobalScope` overloads to return
  `Promise<ImageBitmap>` instead of `Promise<JsValue>` for the stable
(non-`VideoFrame`) call sites, breaking
`JsFuture::from(promise).await?`.

[#&#8203;5064](https://redirect.github.com/wasm-bindgen/wasm-bindgen/issues/5064)

[#&#8203;5073](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5073)

- Fixed handling logic for environment variable
`WASM_BINDGEN_TEST_ADDRESS` in
  the test runner, when running tests in headless mode.

[#&#8203;5087](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5087)

###
[`v0.2.116`](https://redirect.github.com/wasm-bindgen/wasm-bindgen/blob/HEAD/CHANGELOG.md#02116)

[Compare
Source](https://redirect.github.com/wasm-bindgen/wasm-bindgen/compare/0.2.115...0.2.116)

##### Added

- Added `js_sys::Float16Array` bindings, `DataView` float16 accessors
using
  `f32`, and raw `[u16]` helper APIs for interoperability with binary16
  representations such as `half::f16`.

[#&#8203;5033](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5033)

##### Changed

- Updated to Walrus 0.26.1 for deterministic type section ordering.

[#&#8203;5069](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5069)

- The `#[wasm_bindgen]` macro now emits `&mut (impl FnMut(...) +
MaybeUnwindSafe)`
/ `&(impl Fn(...) + MaybeUnwindSafe)` for raw `&mut dyn FnMut` / `&dyn
Fn`
import arguments instead of a hidden generic parameter and where-clause.
The
generated signature is cleaner and the `MaybeUnwindSafe` bound is
visible
directly in the argument position. The ABI and wire format are
unchanged.
When building with `panic=unwind`, closures that capture
non-`UnwindSafe`
values (e.g. `&mut T`, `Cell<T>`) must wrap them in `AssertUnwindSafe`
before
capture; on all other targets `MaybeUnwindSafe` is a no-op blanket impl.

[#&#8203;5056](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5056)

###
[`v0.2.115`](https://redirect.github.com/wasm-bindgen/wasm-bindgen/blob/HEAD/CHANGELOG.md#02115)

[Compare
Source](https://redirect.github.com/wasm-bindgen/wasm-bindgen/compare/0.2.114...0.2.115)

##### Added

- `console.debug/log/info/warn/error` output from user-spawned `Worker`
and
`SharedWorker` instances is now forwarded to the CLI test runner during
headless browser tests, just like output from the main thread. Works for
blob URL workers, module workers, URL-based workers (importScripts),
nested
workers, and shared workers (including logs emitted before the first
port
connection). Non-cloneable arguments are serialized via `String()`
rather
  than crashing the worker. The `--nocapture` flag is respected.

[#&#8203;5037](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5037)

- `js_sys::Promise<T>` now implements `IntoFuture`, enabling direct
`.await` on
any JS promise without a wrapper type. The `wasm-bindgen-futures`
implementation
has been moved into `js-sys` behind an optional `futures` feature, which
is
activated automatically when `wasm-bindgen-futures` is a dependency. All
existing `wasm_bindgen_futures::*` import paths continue to work
unchanged via
re-exports. `js_sys::futures` is also available directly for users who
want
  `promise.await` without depending on `wasm-bindgen-futures`.

[#&#8203;5049](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5049)

- Added `--target emscripten` support, generating a `library_bindgen.js`
file
for consumption by Emscripten at link time. Includes support for
futures,
JS closures, and TypeScript output. A new Emscripten-specific test
runner is
  also included, along with CI integration.

[#&#8203;4443](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/4443)

- Added `VideoFrame`, `VideoColorSpace`, and related WebCodecs
dictionaries/enums to `web-sys`.

[#&#8203;5008](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5008)

- Added `wasm_bindgen::handler` module with `set_on_abort` and
`set_on_reinit`
hooks for `panic=unwind` builds. `set_on_abort` registers a callback
invoked
  after the instance is terminated (hard abort, OOM, stack overflow).
`set_on_reinit` registers a callback invoked after `reinit()` resets the
WebAssembly instance via `--experimental-reset-state-function`. Handlers
are
stored as Wasm indirect-function-table indices so dispatch is safe even
when
  linear memory is corrupt.

##### Changed

- Replaced per-closure generic destructors with a single
`__wbindgen_destroy_closure`
  export.

[#&#8203;5019](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5019)

- Refactored the headless browser test runner logging pipeline for
dramatically improved
performance (>400x faster on Chrome, >10x on Firefox, \~5x on Safari).
Switched to
incremental DOM scraping with `textContent.slice(offset)`, append-only
output semantics,
unified log capture across all log levels on failure, and
browser-specific invisible-div
optimizations (`display:none` for Chrome/Firefox, `visibility:hidden`
for Safari).

[#&#8203;4960](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/4960)

- TTY-gated status/clear output in the test runner shell to avoid `\r`
control-character
  artifacts in non-interactive (CI) environments.

[#&#8203;4960](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/4960)

- Added `bench_console_log_10mb` benchmark alongside the existing 1MB
benchmark for the
headless test runner. The main branch cannot complete this benchmark at
any volume.

[#&#8203;4960](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/4960)

- Updated to Walrus 0.26

[#&#8203;5057](https://redirect.github.com/wasm-bindgen/walrus/pull/5057)

##### Fixed

- Fixed argument order when calling multi-parameter functions in the
`wasm-bindgen` interpreter by reversing the args collected from the
stack.

[#&#8203;5047](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5047)

- Added support for per-operation `[WbgGeneric]` in WebIDL, restoring
typed
generic return types (e.g. `Promise<ImageBitmap>`) for
`createImageBitmap` on
  `Window` and `WorkerGlobalScope` that were lost after the `VideoFrame`
  stabilization.

[#&#8203;5026](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5026)

- Fixed missing `#[cfg(feature = "...")]` gates on deprecated dictionary
builder
methods and getters for union-typed fields (e.g.
`{Open,Save,Directory}FilePickerOptions::start_in()`),
and fixed per-setter doc requirements to list each setter's own required
features.

[#&#8203;5039](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5039)

- Fixed `JsOption::new()` to use `undefined` instead of `null`, to be
compatible with `Option::None` and JS default parameters.

[#&#8203;5023](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5023)

- Fixed unsound `unsafe` transmutes in `JsOption<T>::wrap`, `as_option`,
and `into_option`
by replacing `transmute_copy` with `unchecked_into()`. Also tightened
the `JsGeneric`
trait bound and `JsOption<T>` impl block to require `T: JsGeneric`
(which implies `JsCast`),
  preventing use with arbitrary non-JS types.

[#&#8203;5030](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5030)

- Fixed headless test runner emitting `\r` carriage-return sequences in
non-TTY environments,
which polluted captured logs in CI and complicated output-matching
tests.

[#&#8203;4960](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/4960)

- Fixed headless test runner printing incomplete and out-of-order log
output on test failures
  by merging all five log levels into a single unified output div.

[#&#8203;4960](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/4960)

- Fixed large test outputs (10MB+) causing oversized WebDriver responses
that were either
extremely slow or crashed completely, by switching to incremental
streaming output collection.

[#&#8203;4960](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/4960)

- Fixed a duplciate wasm export in node ESM atomics, when compiled in
debug mode

[#&#8203;5028](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5028)

- Fixed a type inference regression (`E0283: type annotations needed`)
introduced
in v0.2.109 where the stable `FromIterator` and `Extend` impls on
`js_sys::Array`
were changed from `A: AsRef<JsValue>` to `A: AsRef<T>`. Because
`#[wasm_bindgen]`
generates multiple `AsRef` impls per type, the compiler could not
uniquely resolve
`T`, breaking code like `Array::from_iter([my_wasm_value])` without
explicit
annotations. The stable impls are restored to `A: AsRef<JsValue>`
(returning
`Array<JsValue>`); the generic `A: AsRef<T>` forms remain available
under
  `js_sys_unstable_apis`.

[#&#8203;5052](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5052)

- Fixed `skip_typescript` not being respected when using `reexport`,
causing
TypeScript definitions to be incorrectly emitted for re-exported items
marked
  with `#[wasm_bindgen(skip_typescript)]`.

[#&#8203;5051](https://redirect.github.com/wasm-bindgen/wasm-bindgen/pull/5051)

##### Removed

</details>

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Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

* bump rand to 0.10.1 (#7405)

## Summary

Bumps `rand` to `0.10.1`.

- https://rustsec.org/advisories/RUSTSEC-2026-0097
- https://github.com/rust-random/rand/pull/1763

## Testing

N/A

Signed-off-by: Connor Tsui <connor.tsui20@gmail.com>

* Update all patch updates (#7402)

This PR contains the following updates:

| Package | Type | Update | Change |
[Age](https://docs.renovatebot.com/merge-confidence/) |
[Confidence](https://docs.renovatebot.com/merge-confidence/) |
|---|---|---|---|---|---|
| [arc-swap](https://redirect.github.com/vorner/arc-swap) |
workspace.dependencies | patch | `1.9.0` → `1.9.1` |
![age](https://developer.mend.io/api/mc/badges/age/crate/arc-swap/1.9.1?slim=true)
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workspace.dependencies | patch | `0.4.5` → `0.4.6` |
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workspace.dependencies | patch | `0.11.9` → `0.11.10` |
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workspace.dependencies | patch | `0.3.22` → `0.3.24` |
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|
[object_store](https://redirect.github.com/apache/arrow-rs-object-store)
| workspace.dependencies | patch | `0.13.1` → `0.13.2` |
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| patch | `0.28.2` → `0.28.3` |
![age](https://developer.mend.io/api/mc/badges/age/crate/pyo3/0.28.3?slim=true)
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| [rustc-hash](https://redirect.github.com/rust-lang/rustc-hash) |
workspace.dependencies | patch | `2.1.1` → `2.1.2` |
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|
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| com.gradleup.shadow | plugin | patch | `9.4.0` → `9.4.1` |
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|

---

> [!WARNING]
> Some dependencies could not be looked up. Check the [Dependency
Dashboard](../issues/357) for more information.

---

### Release Notes

<details>
<summary>vorner/arc-swap (arc-swap)</summary>

###
[`v1.9.1`](https://redirect.github.com/vorner/arc-swap/blob/HEAD/CHANGELOG.md#191)

[Compare
Source](https://redirect.github.com/vorner/arc-swap/compare/v1.9.0...v1.9.1)

- One more SeqCst :-|
([#&#8203;204](https://redirect.github.com/vorner/arc-swap/issues/204)).

</details>

<details>
<summary>rust-lang/cc-rs (cc)</summary>

###
[`v1.2.60`](https://redirect.github.com/rust-lang/cc-rs/blob/HEAD/CHANGELOG.md#1260---2026-04-10)

[Compare
Source](https://redirect.github.com/rust-lang/cc-rs/compare/cc-v1.2.59...cc-v1.2.60)

##### Fixed

- *(ar)* suppress warnings from `D` modifier probe
([#&#8203;1700](https://redirect.github.com/rust-lang/cc-rs/pull/1700))

###
[`v1.2.59`](https://redirect.github.com/rust-lang/cc-rs/blob/HEAD/CHANGELOG.md#1259---2026-04-03)

[Compare
Source](https://redirect.github.com/rust-lang/cc-rs/compare/cc-v1.2.58...cc-v1.2.59)

##### Fixed

- *(ar)* deterministic archives with `D` modifier
([#&#8203;1697](https://redirect.github.com/rust-lang/cc-rs/pull/1697))

##### Other

- Regenerate target info
([#&#8203;1698](https://redirect.github.com/rust-lang/cc-rs/pull/1698))
- Fix target abi parsing for sanitiser targets
([#&#8203;1695](https://redirect.github.com/rust-lang/cc-rs/pull/1695))

###
[`v1.2.58`](https://redirect.github.com/rust-lang/cc-rs/blob/HEAD/CHANGELOG.md#1258---2026-03-27)

[Compare
Source](https://redirect.github.com/rust-lang/cc-rs/compare/cc-v1.2.57...cc-v1.2.58)

##### Other

- Update Compile-time Requirements to add info about clang-cl.exe
([#&#8203;1693](https://redirect.github.com/rust-lang/cc-rs/pull/1693))

</details>

<details>
<summary>rust-cli/env_logger (env_logger)</summary>

###
[`v0.11.10`](https://redirect.github.com/rust-cli/env_logger/blob/HEAD/CHANGELOG.md#01110---2026-03-23)

[Compare
Source](https://redirect.github.com/rust-cli/env_logger/compare/v0.11.9...v0.11.10)

##### Internal

- Update dependencies

</details>

<details>
<summary>spiraldb/fsst (fsst-rs)</summary>

###
[`v0.5.10`](https://redirect.github.com/spiraldb/fsst/releases/tag/0.5.10)

[Compare
Source](https://redirect.github.com/spiraldb/fsst/compare/0.5.9...0.5.10)

#### Changes

- feat: prune low-value symbols from table on small inputs
([#&#8203;203](https://redirect.github.com/spiraldb/fsst/issues/203))
[@&#8203;CommanderStorm](https://redirect.github.com/CommanderStorm)
- chore(deps): update codspeedhq/action digest to
[`db35df7`](https://redirect.github.com/spiraldb/fsst/commit/db35df7)
([#&#8203;201](https://redirect.github.com/spiraldb/fsst/issues/201))
@&#8203;[renovate\[bot\]](https://redirect.github.com/apps/renovate)
- chore(deps): update taiki-e/cache-cargo-install-action digest to
[`511847d`](https://redirect.github.com/spiraldb/fsst/commit/511847d)
([#&#8203;198](https://redirect.github.com/spiraldb/fsst/issues/198))
@&#8203;[renovate\[bot\]](https://redirect.github.com/apps/renovate)
- chore(deps): pin dtolnay/rust-toolchain action to
[`3c5f7ea`](https://redirect.github.com/spiraldb/fsst/commit/3c5f7ea)
([#&#8203;197](https://redirect.github.com/spiraldb/fsst/issues/197))
@&#8203;[renovate\[bot\]](https://redirect.github.com/apps/renovate)
- chore(deps): lock file maintenance
([#&#8203;196](https://redirect.github.com/spiraldb/fsst/issues/196))
@&#8203;[renovate\[bot\]](https://redirect.github.com/apps/renovate)
- chore(deps): pin release-drafter/release-drafter action to
[`139054a`](https://redirect.github.com/spiraldb/fsst/commit/139054a)
([#&#8203;194](https://redirect.github.com/spiraldb/fsst/issues/194))
@&#8203;[renovate\[bot\]](https://redirect.github.com/apps/renovate)
- chore(deps): update taiki-e/cache-cargo-install-action digest to
[`7824a3d`](https://redirect.github.com/spiraldb/fsst/commit/7824a3d)
([#&#8203;195](https://redirect.github.com/spiraldb/fsst/issues/195))
@&#8203;[renovate\[bot\]](https://redirect.github.com/apps/renovate)
- Update commments in the decompress method
([#&#8203;193](https://redirect.github.com/spiraldb/fsst/issues/193))
[@&#8203;robert3005](https://redirect.github.com/robert3005)

</details>

<details>
<summary>dtolnay/inventory (inventory)</summary>

###
[`v0.3.24`](https://redirect.github.com/dtolnay/inventory/releases/tag/0.3.24)

[Compare
Source](https://redirect.github.com/dtolnay/inventory/compare/0.3.23...0.3.24)

- Add support for VxWorks targets
([#&#8203;89](https://redirect.github.com/dtolnay/inventory/issues/89),
thanks [@&#8203;elBoberido](https://redirect.github.com/elBoberido))

###
[`v0.3.23`](https://redirect.github.com/dtolnay/inventory/releases/tag/0.3.23)

[Compare
Source](https://redirect.github.com/dtolnay/inventory/compare/0.3.22...0.3.23)

- Avoid triggering clippy::disallowed\_types in downstream projects that
use Loom
([#&#8203;88](https://redirect.github.com/dtolnay/inventory/issues/88),
thanks [@&#8203;elBoberido](https://redirect.github.com/elBoberido))

</details>

<details>
<summary>apache/arrow-rs-object-store (object_store)</summary>

###
[`v0.13.2`](https://redirect.github.com/apache/arrow-rs-object-store/blob/HEAD/CHANGELOG.md#v0132-2026-03-19)

[Compare
Source](https://redirect.github.com/apache/arrow-rs-object-store/compare/v0.13.1...v0.13.2)

[Full
Changelog](https://redirect.github.com/apache/arrow-rs-object-store/compare/v0.12.5...v0.13.2)

**Implemented enhancements:**

- `Path::join(Self, &PathPart) -> Self`
[#&#8203;665](https://redirect.github.com/apache/arrow-rs-object-store/issues/665)
- Support for AWS Encryption Client encryption
[#&#8203;647](https://redirect.github.com/apache/arrow-rs-object-store/issues/647)
- `LocalFileSystem`: use `read_at` instead of seek + read
[#&#8203;622](https://redirect.github.com/apache/arrow-rs-object-store/issues/622)
- Avoid reading metadata for `LocalFileSystem::read_ranges` (and other
methods)
[#&#8203;614](https://redirect.github.com/apache/arrow-rs-object-store/issues/614)
- expose `Inner` from `HttpRequestBody`
[#&#8203;606](https://redirect.github.com/apache/arrow-rs-object-store/issues/606)
- Release object store `0.13.1` (maintenance) - Target Jan 2026
[#&#8203;598](https://redirect.github.com/apache/arrow-rs-object-store/issues/598)
- Support AWS\_ENDPOINT\_URL\_S3 in aws backend
[#&#8203;589](https://redirect.github.com/apache/arrow-rs-object-store/issues/589)
- Release object store `0.12.5` (maintenance) - Target Dec 2025
[#&#8203;582](https://redirect.github.com/apache/arrow-rs-object-store/issues/582)
- Support upper-case configuration options in parse\_url\_opts
[#&#8203;529](https://redirect.github.com/apache/arrow-rs-object-store/issues/529)
- object\_store: Support
`{az,abfs,abfss}://container@account.blob.{core.windows.net,fabric.microsoft.com}`
URLs
[#&#8203;430](https://redirect.github.com/apache/arrow-rs-object-store/issues/430)
- Support `Transfer-Encoding: chunked` responses in HttpStore
[#&#8203;340](https://redirect.github.com/apache/arrow-rs-object-store/issues/340)
- Use reconstructed ListBlobs marker to provide list offset support in
`MicrosoftAzure` store
[#&#8203;461](https://redirect.github.com/apache/arrow-rs-object-store/issues/461)

**Fixed bugs:**

- Azure Fabric: Unsigned integer underflow when fetching token causes
integer overflow panic
[#&#8203;640](https://redirect.github.com/apache/arrow-rs-object-store/issues/640)
- Error body missing for 5xx errors after retry exhausted
[#&#8203;617](https://redirect.github.com/apache/arrow-rs-object-store/issues/617)
- Heavy contention on credentials cache
[#&#8203;541](https://redirect.github.com/apache/arrow-rs-object-store/issues/541)
- AWS/S3 Default Headers are not considered for signature calculation
[#&#8203;484](https://redirect.github.com/apache/arrow-rs-object-store/issues/484)
- az:// \<container> not work as expected
[#&#8203;443](https://redirect.github.com/apache/arrow-rs-object-store/issues/443)

**Performance improvements:**

- Preallocate single `Vec` in `get_ranges` for LocalFilesystem
[#&#8203;634](https://redirect.github.com/apache/arrow-rs-object-store/issues/634)
- Use platform specific `read_at` when available
[#&#8203;628](https://redirect.github.com/apache/arrow-rs-object-store/pull/628)
([AdamGS](https://redirect.github.com/AdamGS))
- Avoid metadata lookup for `LocalFileSystem::read_ranges` and
`chunked_stream`
[#&#8203;621](https://redirect.github.com/apache/arrow-rs-object-store/pull/621)
([Dandandan](https://redirect.github.com/Dandandan))

**Closed issues:**

- \[Security Alert] Exposed API key(s) detected: AWS Access Key
[#&#8203;659](https://redirect.github.com/apache/arrow-rs-object-store/issues/659)
- AWS S3 token expired on multi-threaded app with Arc usage
[#&#8203;655](https://redirect.github.com/apache/arrow-rs-object-store/issues/655)
- Emulator tests fail in CI due to an unsupported service version header
in Azurite
[#&#8203;626](https://redirect.github.com/apache/arrow-rs-object-store/issues/626)

**Merged pull requests:**

- Replace `Path::child` with `Path::join`
[#&#8203;666](https://redirect.github.com/apache/arrow-rs-object-store/pull/666)
([Kinrany](https://redirect.github.com/Kinrany))
- Support --xa-s3 suffix for S3 Express One Zone bucket access points
[#&#8203;663](https://redirect.github.com/apache/arrow-rs-object-store/pull/663)
([pdeva](https://redirect.github.com/pdeva))
- docs: clarify `Clone` behavior
[#&#8203;656](https://redirect.github.com/apache/arrow-rs-object-store/pull/656)
([crepererum](https://redirect.github.com/crepererum))
- Implement Clone for local and memory stores
[#&#8203;653](https://redirect.github.com/apache/arrow-rs-object-store/pull/653)
([DoumanAsh](https://redirect.github.com/DoumanAsh))
- Unify `from_env` behaviours
[#&#8203;652](https://redirect.github.com/apache/arrow-rs-object-store/pull/652)
([miraclx](https://redirect.github.com/miraclx))
- docs: add examples to the aws docs where appropriate
[#&#8203;651](https://redirect.github.com/apache/arrow-rs-object-store/pull/651)
([CommanderStorm](https://redirect.github.com/CommanderStorm))
- Switch TokenCache to RWLock
[#&#8203;648](https://redirect.github.com/apache/arrow-rs-object-store/pull/648)
([tustvold](https://redirect.github.com/tustvold))
- Minimize futures dependency into relevant sub-crates
[#&#8203;646](https://redirect.github.com/apache/arrow-rs-object-store/pull/646)
([AdamGS](https://redirect.github.com/AdamGS))
- Clarify ShuffleResolver doc-comments
[#&#8203;645](https://redirect.github.com/apache/arrow-rs-object-store/pull/645)
([jkosh44](https://redirect.github.com/jkosh44))
- Introduce a "tokio" to allow pulling a trait-only build
[#&#8203;644](https://redirect.github.com/apache/arrow-rs-object-store/pull/644)
([AdamGS](https://redirect.github.com/AdamGS))
- fix(azure): fix integer overflow in Fabric token expiry check
[#&#8203;641](https://redirect.github.com/apache/arrow-rs-object-store/pull/641)
([desmondcheongzx](https://redirect.github.com/desmondcheongzx))
- chore: upgrade to `rand` 0.10
[#&#8203;637](https://redirect.github.com/apache/arrow-rs-object-store/pull/637)
([crepererum](https://redirect.github.com/crepererum))
- fix(aws): Include default headers in signature calculation
([#&#8203;484](https://redirect.github.com/apache/arrow-rs-object-store/issues/484))
[#&#8203;636](https://redirect.github.com/apache/arrow-rs-object-store/pull/636)
([singhsaabir](https://redirect.github.com/singhsaabir))
- fix(azure): correct Microsoft Fabric blob endpoint domain
[#&#8203;631](https://redirect.github.com/apache/arrow-rs-object-store/pull/631)
([kevinjqliu](https://redirect.github.com/kevinjqliu))
- Unblock emulator based tests
[#&#8203;627](https://redirect.github.com/apache/arrow-rs-object-store/pull/627)
([AdamGS](https://redirect.github.com/AdamGS))
- Azure ADLS list\_with\_offset support
[#&#8203;623](https://redirect.github.com/apache/arrow-rs-object-store/pull/623)
([omar](https://redirect.github.com/omar))
- Implement tests for range and partial content responses
[#&#8203;619](https://redirect.github.com/apache/arrow-rs-object-store/pull/619)
([vitoordaz](https://redirect.github.com/vitoordaz))
- fix: missing 5xx error body when retry exhausted
[#&#8203;618](https://redirect.github.com/apache/arrow-rs-object-store/pull/618)
([jackye1995](https://redirect.github.com/jackye1995))
- build(deps): update nix requirement from 0.30.0 to 0.31.1
[#&#8203;616](https://redirect.github.com/apache/arrow-rs-object-store/pull/616)
([dependabot\[bot\]](https://redirect.github.com/apps/dependabot))
- Clarify behavior of `parse_url_opts` with regards to case sensitivity
[#&#8203;613](https://redirect.github.com/apache/arrow-rs-object-store/pull/613)
([AdamGS](https://redirect.github.com/AdamGS))
- Fix logical format conflict
[#&#8203;605](https://redirect.github.com/apache/arrow-rs-object-store/pull/605)
([tustvold](https://redirect.github.com/tustvold))
- Fix Azure URL parsing
[#&#8203;604](https://redirect.github.com/apache/arrow-rs-object-store/pull/604)
([tustvold](https://redirect.github.com/tustvold))
- build(deps): update quick-xml requirement from 0.38.0 to 0.39.0
[#&#8203;602](https://redirect.github.com/apache/arrow-rs-object-store/pull/602)
([dependabot\[bot\]](https://redirect.github.com/apps/dependabot))
- Only read file metadata once in `LocalFileSystem::read_ranges`
[#&#8203;595](https://redirect.github.com/apache/arrow-rs-object-store/pull/595)
([AdamGS](https://redirect.github.com/AdamGS))
- feat: Add support for AWS\_ENDPOINT\_URL\_S3 environment variable
[#&#8203;590](https://redirect.github.com/apache/arrow-rs-object-store/pull/590)
([rajatgoel](https://redirect.github.com/rajatgoel))
- feat: impl MultipartStore for PrefixStore
[#&#8203;587](https://redirect.github.com/apache/arrow-rs-object-store/pull/587)
([ddupg](https://redirect.github.com/ddupg))
- Implement typos-cli
[#&#8203;570](https://redirect.github.com/apache/arrow-rs-object-store/pull/570)
([jayvdb](https://redirect.github.com/jayvdb))
- feat (azure): support for '.blob.core.windows.net' in "az://" scheme
[#&#8203;431](https://redirect.github.com/apache/arrow-rs-object-store/pull/431)
([vladidobro](https://redirect.github.com/vladidobro))

\* *This Changelog was automatically generated by
[github\_changelog\_generator](https://redirect.github.com/github-changelog-generator/github-changelog-generator)*

</details>

<details>
<summary>prettier/prettier (prettier)</summary>

###
[`v3.8.2`](https://redirect.github.com/prettier/prettier/compare/3.8.1...fbf300f9d89820364ddc9b2efa05b92b8c01b692)

[Compare
Source](https://redirect.github.com/prettier/prettier/compare/3.8.1...3.8.2)

</details>

<details>
<summary>pyo3/pyo3 (pyo3)</summary>

###
[`v0.28.3`](https://redirect.github.com/pyo3/pyo3/blob/HEAD/CHANGELOG.md#0283---2026-04-02)

[Compare
Source](https://redirect.github.com/pyo3/pyo3/compare/v0.28.2...v0.28.3)

##### Fixed

- Fix compile error with `#[pyclass(get_all)]` on a type named `Probe`.
[#&#8203;5837](https://redirect.github.com/PyO3/pyo3/pull/5837)
- Fix compile error in debug builds related to `_Py_NegativeRefcount`
with Python < 3.12.
[#&#8203;5847](https://redirect.github.com/PyO3/pyo3/pull/5847)
- Fix a race condition where `Python::attach` or `try_attach` could
return before `site.py` had finished running.
[#&#8203;5903](https://redirect.github.com/PyO3/pyo3/pull/5903)
- Fix unsoundness in `PyBytesWriter::write_vectored` with Python 3.15
prerelease versions.
[#&#8203;5907](https://redirect.github.com/PyO3/pyo3/pull/5907)
- Fix deadlock in `.into_pyobject()` implementation for C-like
`#[pyclass]` enums.
[#&#8203;5928](https://redirect.github.com/PyO3/pyo3/pull/5928)

</details>

<details>
<summary>rust-lang/rustc-hash (rustc-hash)</summary>

###
[`v2.1.2`](https://redirect.github.com/rust-lang/rustc-hash/blob/HEAD/CHANGELOG.md#212)

[Compare
Source](https://redirect.github.com/rust-lang/rustc-hash/compare/v2.1.1...v2.1.2)

- [Refactor byte hashing to remove unreachable
panic](https://redirect.github.com/rust-lang/rustc-hash/pull/65)

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* chore[vortex-array]: add integer casting benchmark (#7400)

The motivation is to compare an upcoming perf improvement.

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## Summary

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## Testing

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Signed-off-by: Alfonso Subiotto Marques <alfonso.subiotto@polarsignals.com>
Co-authored-by: Adam Gutglick <adam@spiraldb.com>

* Ignore dead_code warnings on scalar bit transpose code (#7408)

Likely we shouldn't use expect here but we also don't test on
architectures where this wouldn't be dead code

Signed-off-by: Robert Kruszewski <github@robertk.io>

* support multiple globs in DuckDB and MultiFileDataSource (#7390)

## Summary

Adds support for multiple globs in DuckDB, similar to Parquet,

E.g. instead of `read_vortex('*.vortex')` now you can also do
`read_vortex(['s3://bucket1/path/*.vortex', '/a/b/*.vortex'])`

Note that multiple file systems are supported in a single scan.

This is implemented and wired through into the underlying Rust
MultiFileDataSource.

## Testing

We add new DuckDB e2e tests for multi-glob

Couldn't figure out a great way to test multiple file systems, just
multiple globs

---------

Signed-off-by: Andrew Duffy <andrew@a10y.dev>

* Optimize math expressions with `Constant` children (#7394)

## Summary

Tracking issue: https://github.com/vortex-data/vortex/issues/7297

Adds some constant array optimizations to the tensor crate expressions
`L2Norm`, `L2Denorm`, and `CosineSimilarity`.

The remaining expressions `InnerProduct` and `SorfTransform` are a bit
more complicated and deserve their own PR.

## Testing

Adds more tests for these optimizations.

---------

Signed-off-by: Connor Tsui <connor.tsui20@gmail.com>

* TurboQuant `InnerProduct` optimizations (#7396)

_Stacked on top of https://github.com/vortex-data/vortex/pull/7394._

## Summary

Tracking issue: https://github.com/vortex-data/vortex/issues/7297

Implements the final pushdown / reduction rules needed to make the
TurboQuant quantization scheme make sense.

TODO

## Testing

More tests

---------

Signed-off-by: Connor Tsui <connor.tsui20@gmail.com>
Signed-off-by: Claude <noreply@anthropic.com>
Co-authored-by: Claude <noreply@anthropic.com>

* duckdb: Exit earlier on Validity::AllFalse (#7411)

1. Make duckdb all-invalid exporter a unit type:
  If we set underlying vector's validity to "all false",
  duckdb won't read underlying values so you don't need to
  fill them
2. Exit early on exporter branches if validity is all false.
  Saves a ConstantArray creation + execute

Signed-off-by: Mikhail Kot <to@myrrc.dev>

* perf: `Arc::ptr_eq` short-circuit for List & FixedSizeList DType eq (#7410)

Extend the `Arc::ptr_eq` fast-path from #7398 to cover the remaining
Arc-containing DType variants. List and FixedSizeList hold a bare
`Arc<DType>` in the enum variant, so the shortcut is applied in
`DType`'s manual `PartialEq` impl. `StructFields` already handles its
own `Arc::ptr_eq` internally.

The mismatch arms enumerate every variant in the first position so that
adding a new DType variant produces a non-exhaustive match compile
error.

DuckDB StatPopGen full-suite [apmc](https://github.com/0ax1/apmc)
measurement for vortex, averaged over two runs:
  - Cycles: -5.4% (5.97B → 5.65B)
  - Instructions: -15.3% (15.5B → 13.1B)
  - L1D_CACHE_MISS_LD: -0.8% (56.2M → 55.7M)
  - MAP_STALL: -0.2% (1.35B → 1.34B)

Signed-off-by: Alexander Droste <alexander.droste@protonmail.com>

* feat: implement IsNotNull expression in vortex expression library (#6969)

### Summary
Closes: #6040

Add a first-class IsNotNull scalar function, replacing the previous
Not(IsNull(...)) composition pattern. This simplifies the expression
tree and enables direct stat_falsification for zone map pruning.

Changes:

New is_not_null.rs with ScalarFnVTable implementation, including
stat_falsification using is_constant && null_count > 0 (with TODO for
future RowCount stat)
Updated all integration points: DataFusion, DuckDB, Python/Substrait to
use is_not_null(...) directly
Replaced the Not(IsNull(...)) fallback in erased.rs validity with
IsNotNull
Registered IsNotNull in ScalarFnSession and ExprBuiltins/ArrayBuiltins

### AI Assistance Disclosure
This PR was developed with AI assistance (Kiro). AI was used for code
review, implementing stat_falsification, writing tests, and drafting the
PR description. All output was reviewed and validated by the author.

API Changes
New public APIs:

vortex_array::expr::is_not_null(child) — creates an IsNotNull expression
Expression::is_not_null() / ArrayRef::is_not_null() via
ExprBuiltins/ArrayBuiltins traits
Python: vortex._lib.expr.is_not_null(child)

### Testing
9 unit tests covering: return dtype, child replacement,
mixed/all-valid/all-invalid evaluation, struct field access, display
formatting, null sensitivity, and stat falsification pruning expression
generation.

---------

Signed-off-by: Xiaoxuan Li <xioxuan@amazon.com>
Signed-off-by: Robert Kruszewski <github@robertk.io>
Co-authored-by: Robert Kruszewski <github@robertk.io>

* More robust types in the compressor (#7415)

## Summary

Tracking issue: https://github.com/vortex-data/vortex/issues/7216

Makes the compressor types more robust (removes the possibility for
invalid state), which additionally sets up adding tracing easier (draft
at https://github.com/vortex-data/vortex/pull/7385)

## API Changes

Changes some types:

```rust
/// Closure type for [`DeferredEstimate::Callback`].
///
/// The compressor calls this with the same arguments it would pass to sampling. The closure must
/// resolve directly to a terminal [`EstimateVerdict`].
#[rustfmt::skip]
pub type EstimateFn = dyn FnOnce(
        &CascadingCompressor,
        &mut ArrayAndStats,
        CompressorContext,
    ) -> VortexResult<EstimateVerdict>
    + Send
    + Sync;

/// The result of a [`Scheme`]'s compression ratio estimation.
///
/// This type is returned by [`Scheme::expected_compression_ratio`] to tell the compressor how
/// promising this scheme is for a given array without performing any expensive work.
///
/// [`CompressionEstimate::Verdict`] means the scheme already knows the terminal answer.
/// [`CompressionEstimate::Deferred`] means the compressor must do extra work before the scheme can
/// produce a terminal answer.
#[derive(Debug)]
pub enum CompressionEstimate {
    /// The scheme already knows the terminal estimation verdict.
    Verdict(EstimateVerdict),

    /// The compressor must perform deferred work to resolve the terminal estimation verdict.
    Deferred(DeferredEstimate),
}

/// The terminal answer to a compression estimate request.
#[derive(Debug)]
pub enum EstimateVerdict {
    /// Do not use this scheme for this array.
    Skip,

    /// Always use this scheme, as it is definitively the best choice.
    ///
    /// Some examples include constant detection, decimal byte parts, and temporal decomposition.
    ///
    /// The compressor will select this scheme immediately without evaluating further candidates.
    /// Schemes that return `AlwaysUse` must be mutually exclusive per canonical type (enforced by
    /// [`Scheme::matches`]), otherwise the winner depends silently on registration order.
    ///
    /// [`Scheme::matches`]: crate::scheme::Scheme::matches
    AlwaysUse,

    /// The estimated compression ratio. This must be greater than `1.0` to be considered by the
    /// compressor, otherwise it is worse than the canonical encoding.
    Ratio(f64),
}

/// Deferred work that can resolve to a terminal [`EstimateVerdict`].
pub enum DeferredEstimate {
    /// The scheme cannot cheaply estimate its ratio, so the compressor should compress a small
    /// sample to determine effectiveness.
    Sample,

    /// A fallible estimation requiring a custom expensive computation.
    ///
    /// Use this only when the scheme needs to perform trial encoding or other costly checks to
    /// determine its compression ratio. The callback returns an [`EstimateVerdict`] directly, so
    /// it cannot request more sampling or another deferred callback.
    Callback(Box<EstimateFn>),
}
```

This will make some changes that we want to make is the future easier as
well (tracing, better decision making for what things to try, etc).

## Testing

Some new tests

Signed-off-by: Connor Tsui <connor.tsui20@gmail.com>

* fix[ci]: bench no fail-fast random access (#7418)

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Closes: #000

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   explicitly broken.
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Signed-off-by: Joe Isaacs <joe.isaacs@live.co.uk>

* Remove getrandom feature flag overrides (#7421)

These have been required at some point in our codebase to get getrandom
v0.2 and
v0.3 to coexsit in wasm setup. However, the world has moved from
getrandom v0.2
and override situation is not as complicated anymore. It seems we can
wholesale
remove these overrides that we kept around for way too long.

fix #7382

Signed-off-by: Robert Kruszewski <github@robertk.io>

Signed-off-by: Robert Kruszewski <github@robertk.io>

* perf[vortex-array]: use from_trusted_len_iter in primitive casts (#7401)

Some of our scan profiles show 10% of scan cpu time is spent in integer
widening casts (nullable dictionary codes). This commit simplifies and
optimizes primitive casts by hoisting a lot of hot loop branching logic.

Specifically, this commit relies on values_fit_in to verify
representability so that we can avoid a potential validity and error
check in the hot loop. Additionally from_trusted_len_iter lets the
destination BufferMut optimize the actual cast instead of using
push_unchecked for each element.

Results locally running the benchmark from #7400. Before:
```
$ cargo bench -p vortex-array --bench cast_primitive
    Finished `bench` profile [optimized + debuginfo] target(s) in 0.16s
     Running benches/cast_primitive.rs (target/release/deps/cast_primitive-598823f32b8f3db0)
Timer precision: 41 ns
cast_primitive      fastest       │ slowest       │ median        │ mean          │ samples │ iters
╰─ cast_u16_to_u32  384.2 µs      │ 491.6 µs      │ 395.1 µs      │ 397.3 µs      │ 100     │ 100
```
After:
```
cargo bench -p vortex-array --bench cast_primitive
    Finished `bench` profile [optimized + debuginfo] target(s) in 0.17s
     Running benches/cast_primitive.rs (target/release/deps/cast_primitive-598823f32b8f3db0)
Timer precision: 41 ns
cast_primitive      fastest       │ slowest       │ median        │ mean          │ samples │ iters
╰─ cast_u16_to_u32  6.874 µs      │ 543.7 µs      │ 6.999 µs      │ 12.7 µs       │ 100     │ 100
```

Signed-off-by: Alfonso Subiotto Marques <alfonso.subiotto@polarsignals.com>

* Update dependency pytest to v9 [SECURITY] (#7419)

This PR contains the following updates:

| Package | Change |
[Age](https://docs.renovatebot.com/merge-confidence/) |
[Confidence](https://docs.renovatebot.com/merge-confidence/) |
|---|---|---|---|
| [pytest](https://redirect.github.com/pytest-dev/pytest)
([changelog](https://docs.pytest.org/en/stable/changelog.html)) |
`8.4.2` → `9.0.3` |
![age](https://developer.mend.io/api/mc/badges/age/pypi/pytest/9.0.3?slim=true)
|
![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/pytest/8.4.2/9.0.3?slim=true)
|

---

> [!WARNING]
> Some dependencies could not be looked up. Check the [Dependency
Dashboard](../issues/357) for more information.

### GitHub Vulnerability Alerts

#### [CVE-2025-71176](https://nvd.nist.gov/vuln/detail/CVE-2025-71176)

pytest through 9.0.2 on UNIX relies on directories with the
`/tmp/pytest-of-{user}` name pattern, which allows local users to cause
a denial of service or possibly gain privileges.

---

### Release Notes

<details>
<summary>pytest-dev/pytest (pytest)</summary>

###
[`v9.0.3`](https://redirect.github.com/pytest-dev/pytest/releases/tag/9.0.3)

[Compare
Source](https://redirect.github.com/pytest-dev/pytest/compare/9.0.2...9.0.3)

### pytest 9.0.3 (2026-04-07)

#### Bug fixes

-
[#&#8203;12444](https://redirect.github.com/pytest-dev/pytest/issues/12444):
Fixed `pytest.approx` which now correctly takes into account
`~collections.abc.Mapping` keys order to compare them.

-
[#&#8203;13634](https://redirect.github.com/pytest-dev/pytest/issues/13634):
Blocking a `conftest.py` file using the `-p no:` option is now
explicitly disallowed.

Previously this resulted in an internal assertion failure during plugin
loading.

Pytest now raises a clear `UsageError` explaining that conftest files
are not plugins and cannot be disabled via `-p`.

-
[#&#8203;13734](https://redirect.github.com/pytest-dev/pytest/issues/13734):
Fixed crash when a test raises an exceptiongroup with `__tracebackhide__
= True`.

-
[#&#8203;14195](https://redirect.github.com/pytest-dev/pytest/issues/14195):
Fixed an issue where non-string messages passed to <span
class="title-ref">unittest.TestCase.subTest()</span> were not printed.

-
[#&#8203;14343](https://redirect.github.com/pytest-dev/pytest/issues/14343):
Fixed use of insecure temporary directory (CVE-2025-71176).

#### Improved documentation

-
[#&#8203;13388](https://redirect.github.com/pytest-dev/pytest/issues/13388):
Clarified documentation for `-p` vs `PYTEST_PLUGINS` plugin loading and
fixed an incorrect `-p` example.
-
[#&#8203;13731](https://redirect.github.com/pytest-dev/pytest/issues/13731):
Clarified that capture fixtures (e.g. `capsys` and `capfd`) take
precedence over the `-s` / `--capture=no` command-line options in
`Accessing captured output from a test function
<accessing-captured-output>`.
-
[#&#8203;14088](https://redirect.github.com/pytest-dev/pytest/issues/14088):
Clarified that the default `pytest_collection` hook sets `session.items`
before it calls `pytest_collection_finish`, not after.
-
[#&#8203;14255](https://redirect.github.com/pytest-dev/pytest/issues/14255):
TOML integer log levels must be quoted: Updating reference
documentation.

#### Contributor-facing changes

-
[#&#8203;12689](https://redirect.github.com/pytest-dev/pytest/issues/12689):
The test reports are now published to Codecov from GitHub Actions.
The test statistics is visible [on the web
interface](https://app.codecov.io/gh/pytest-dev/pytest/tests).

  \-- by `aleguy02`

###
[`v9.0.2`](https://redirect.github.com/pytest-dev/pytest/releases/tag/9.0.2)

[Compare
Source](https://redirect.github.com/pytest-dev/pytest/compare/9.0.1...9.0.2)

### pytest 9.0.2 (2025-12-06)

#### Bug fixes

-
[#&#8203;13896](https://redirect.github.com/pytest-dev/pytest/issues/13896):
The terminal progress feature added in pytest 9.0.0 has been disabled by
default, except on Windows, due to compatibility issues with some
terminal emulators.

You may enable it again by passing `-p terminalprogress`. We may enable
it by default again once compatibility improves in the future.

Additionally, when the environment variable `TERM` is `dumb`, the escape
codes are no longer emitted, even if the plugin is enabled.

-
[#&#8203;13904](https://redirect.github.com/pytest-dev/pytest/issues/13904):
Fixed the TOML type of the `tmp_path_retention_count` settings in the
API reference from number to string.

-
[#&#8203;13946](https://redirect.github.com/pytest-dev/pytest/issues/13946):
The private `config.inicfg` attribute was changed in a breaking manner
in pytest 9.0.0.
Due to its usage in the ecosystem, it is now restored to working order
using a compatibility shim.
  It will be deprecated in pytest 9.1 and removed in pytest 10.

-
[#&#8203;13965](https://redirect.github.com/pytest-dev/pytest/issues/13965):
Fixed quadratic-time behavior when handling `unittest` subtests in
Python 3.10.

#### Improved documentation

-
[#&#8203;4492](https://redirect.github.com/pytest-dev/pytest/issues/4492):
The API Reference now contains cross-reference-able documentation of
`pytest's command-line flags <command-line-flags>`.

###
[`v9.0.1`](https://redirect.github.com/pytest-dev/pytest/releases/tag/9.0.1)

[Compare
Source](https://redirect.github.com/pytest-dev/pytest/compare/9.0.0...9.0.1)

### pytest 9.0.1 (2025-11-12)

#### Bug fixes

-
[#&#8203;13895](https://redirect.github.com/pytest-dev/pytest/issues/13895):
Restore support for skipping tests via `raise unittest.SkipTest`.
-
[#&#8203;13896](https://redirect.github.com/pytest-dev/pytest/issues/13896):
The terminal progress plugin added in pytest 9.0 is now automatically
disabled when iTerm2 is detected, it generated desktop notifications
instead of the desired functionality.
-
[#&#8203;13904](https://redirect.github.com/pytest-dev/pytest/issues/13904):
Fixed the TOML type of the verbosity settings in the API reference from
number to string.
-
[#&#8203;13910](https://redirect.github.com/pytest-dev/pytest/issues/13910):
Fixed <span class="title-ref">UserWarning: Do not expect
file\_or\_dir</span> on some earlier Python 3.12 and 3.13 point
versions.

#### Packaging updates and notes for downstreams

-
[#&#8203;13933](https://redirect.github.com/pytest-dev/pytest/issues/13933):
The tox configuration has been adjusted to make sure the desired
  version string can be passed into its `package_env` through
  the `SETUPTOOLS_SCM_PRETEND_VERSION_FOR_PYTEST` environment
  variable as a part of the release process -- by `webknjaz`.

#### Contributor-facing changes

-
[#&#8203;13891](https://redirect.github.com/pytest-dev/pytest/issues/13891),
[#&#8203;13942](https://redirect.github.com/pytest-dev/pytest/issues/13942):
The CI/CD part of the release automation is now capable of
  creating GitHub Releases without hav…

Author: 23 people

vortex-array/src/arrays/decimal/compute/cast.rs

@@ -2,19 +2,27 @@
 // SPDX-FileCopyrightText: Copyright the Vortex contributors
 
 use vortex_buffer::Buffer;
+use vortex_buffer::BufferMut;
 use vortex_error::VortexExpect;
 use vortex_error::VortexResult;
 use vortex_error::vortex_bail;
+use vortex_error::vortex_err;
 use vortex_error::vortex_panic;
+use vortex_mask::AllOr;
+use vortex_mask::Mask;
 
 use crate::ArrayRef;
 use crate::ExecutionCtx;
+use crate::IntoArray;
 use crate::arrays::DecimalArray;
 use crate::arrays::DecimalVTable;
+use crate::arrays::primitive::PrimitiveArray;
 use crate::dtype::DType;
 use crate::dtype::DecimalType;
 use crate::dtype::NativeDecimalType;
+use crate::dtype::NativePType;
 use crate::match_each_decimal_value_type;
+use crate::match_each_native_ptype;
 use crate::scalar_fn::fns::cast::CastKernel;
 use crate::vtable::ValidityHelper;
 
@@ -24,17 +32,39 @@ impl CastKernel for DecimalVTable {
         dtype: &DType,
         _ctx: &mut ExecutionCtx,
     ) -> VortexResult<Option<ArrayRef>> {
-        // Early return if not casting to decimal
-        let DType::Decimal(to_decimal_dtype, to_nullability) = dtype else {
-            return Ok(None);
-        };
         let DType::Decimal(from_decimal_dtype, _) = array.dtype() else {
             vortex_panic!(
                 "DecimalArray must have decimal dtype, got {:?}",
                 array.dtype()
             );
         };
 
+        if let DType::Primitive(to_ptype, to_nullability) = dtype {
+            let new_validity = array
+                .validity()
+                .clone()
+                .cast_nullability(*to_nullability, array.len())?;
+            let mask = new_validity.to_mask(array.len());
+
+            return Ok(Some(match_each_native_ptype!(*to_ptype, |T| {
+                match_each_decimal_value_type!(array.values_type(), |F| {
+                    PrimitiveArray::new(
+                        cast_decimal_buffer_to_primitive::<F, T>(
+                            array.buffer::<F>(),
+                            from_decimal_dtype.scale(),
+                            mask,
+                        )?,
+                        new_validity,
+                    )
+                    .into_array()
+                })
+            })));
+        }
+
+        let DType::Decimal(to_decimal_dtype, to_nullability) = dtype else {
+            return Ok(None);
+        };
+
         // Scale changes are not yet supported
         if from_decimal_dtype.scale() != to_decimal_dtype.scale() {
             vortex_bail!(
@@ -139,6 +169,57 @@ fn upcast_decimal_buffer<F: NativeDecimalType, T: NativeDecimalType>(from: Buffe
         .collect()
 }
 
+fn cast_decimal_buffer_to_primitive<F, T>(
+    from: Buffer<F>,
+    scale: i8,
+    mask: Mask,
+) -> VortexResult<Buffer<T>>
+where
+    F: NativeDecimalType,
+    T: NativePType,
+{
+    let scale_factor = 10_f64.powi(i32::from(scale));
+
+    match mask.bit_buffer() {
+        AllOr::All => {
+            let mut buffer = BufferMut::<T>::with_capacity(from.len());
+            for value in from {
+                let value = cast_decimal_value_to_primitive::<F, T>(value, scale_factor)?;
+                buffer.push(value);
+            }
+            Ok(buffer.freeze())
+        }
+        AllOr::None => Ok(Buffer::zeroed(from.len())),
+        AllOr::Some(validity) => {
+            let mut buffer = BufferMut::<T>::with_capacity(from.len());
+            for (value, valid) in from.iter().zip(validity.iter()) {
+                if valid {
+                    let value = cast_decimal_value_to_primitive::<F, T>(*value, scale_factor)?;
+                    buffer.push(value);
+                } else {
+                    buffer.push(T::default());
+                }
+            }
+            Ok(buffer.freeze())
+        }
+    }
+}
+
+fn cast_decimal_value_to_primitive<F, T>(value: F, scale_factor: f64) -> VortexResult<T>
+where
+    F: NativeDecimalType,
+    T: NativePType,
+{
+    let value = value
+        .to_f64()
+        .ok_or_else(|| vortex_err!(Compute: "Failed to cast decimal value {value} to f64"))?
+        / scale_factor;
+
+    T::from(value).ok_or_else(
+        || vortex_err!(Compute: "Failed to cast decimal value {value} to {:?}", T::PTYPE),
+    )
+}
+
 #[cfg(test)]
 mod tests {
     use rstest::rstest;
@@ -154,6 +235,7 @@ mod tests {
     use crate::dtype::DecimalDType;
     use crate::dtype::DecimalType;
     use crate::dtype::Nullability;
+    use crate::dtype::PType;
     use crate::validity::Validity;
     use crate::vtable::ValidityHelper;
 
@@ -282,6 +364,67 @@ mod tests {
         assert_eq!(casted.values_type(), DecimalType::I128);
     }
 
+    #[test]
+    fn cast_decimal_to_f64_applies_scale() {
+        let array = DecimalArray::new(
+            buffer![12345i64, -50, 0],
+            DecimalDType::new(15, 2),
+            Validity::NonNullable,
+        );
+        let dtype = DType::Primitive(PType::F64, Nullability::NonNullable);
+
+        let casted = array.to_array().cast(dtype.clone()).unwrap().to_primitive();
+
+        assert_eq!(casted.dtype(), &dtype);
+        assert_eq!(casted.validity(), &Validity::NonNullable);
+        let values = casted.as_slice::<f64>();
+        assert!((values[0] - 123.45).abs() < 0.000000000001);
+        assert_eq!(values[1], -0.5);
+        assert_eq!(values[2], 0.0);
+    }
+
+    #[test]
+    fn cast_nullable_decimal_to_nullable_f64_preserves_validity() {
+        let array = DecimalArray::from_option_iter(
+            [Some(12345i64), None, Some(-50)],
+            DecimalDType::new(15, 2),
+        );
+        let dtype = DType::Primitive(PType::F64, Nullability::Nullable);
+
+        let casted = array.to_array().cast(dtype.clone()).unwrap().to_primitive();
+
+        assert_eq!(casted.dtype(), &dtype);
+        let mask = casted.validity_mask().unwrap();
+        assert!(mask.value(0));
+        assert!(!mask.value(1));
+        assert!(mask.value(2));
+        let values = casted.as_slice::<f64>();
+        assert!((values[0] - 123.45).abs() < 0.000000000001);
+        assert_eq!(values[2], -0.5);
+    }
+
+    #[test]
+    fn cast_nullable_decimal_to_non_nullable_f64_fails() {
+        let array = DecimalArray::from_option_iter(
+            [Some(12345i64), None, Some(-50)],
+            DecimalDType::new(15, 2),
+        );
+        let dtype = DType::Primitive(PType::F64, Nullability::NonNullable);
+
+        let result = array
+            .to_array()
+            .cast(dtype)
+            .and_then(|a| a.to_canonical().map(|c| c.into_array()));
+
+        assert!(result.is_err());
+        assert!(
+            result
+                .unwrap_err()
+                .to_string()
+                .contains("Cannot cast array with invalid values to non-nullable type")
+        );
+    }
+
     #[test]
     fn cast_to_non_decimal_returns_err() {
         let array = DecimalArray::new(

vortex-array/src/scalar_fn/fns/list_contains/mod.rs

@@ -280,9 +280,10 @@ fn or_arrays_balanced(mut arrays: Vec<ArrayRef>) -> VortexResult<ArrayRef> {
         arrays = next;
     }
 
-    Ok(arrays
-        .pop()
-        .expect("or_arrays_balanced must be called with at least one array"))
+    let Some(array) = arrays.pop() else {
+        vortex_bail!("or_arrays_balanced must be called with at least one array");
+    };
+    Ok(array)
 }
 
 /// Returns a [`BoolArray`] where each bit represents if a list contains the scalar.
@@ -452,15 +453,14 @@ fn list_is_not_empty(
 mod tests {
     use std::sync::Arc;
 
-    use super::or_arrays_balanced;
-
     use itertools::Itertools;
     use rstest::rstest;
     use vortex_buffer::BitBuffer;
     use vortex_buffer::Buffer;
     use vortex_utils::aliases::hash_map::HashMap;
     use vortex_utils::aliases::hash_set::HashSet;
 
+    use super::or_arrays_balanced;
     use crate::Array;
     use crate::ArrayRef;
     use crate::IntoArray;

vortex-datafusion/src/persistent/opener.rs

@@ -538,6 +538,7 @@ mod tests {
     use object_store::memory::InMemory;
     use rstest::rstest;
     use vortex::VortexSessionDefault;
+    use vortex::array::ArrayRef;
     use vortex::array::arrow::FromArrowArray;
     use vortex::buffer::Buffer;
     use vortex::file::WriteOptionsSessionExt;