From 7ab0e8fa6dff117f5d65252b699f4966c8e556ce Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
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Date: Mon, 16 Dec 2024 15:44:05 -0500
Subject: [PATCH] chore: release v0.21.1 (#1697)
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## 🤖 New release
* `vortex`: 0.20.0 -> 0.21.0 (✓ API compatible changes)
* `vortex-alp`: 0.20.0 -> 0.21.0 (⚠️ API breaking changes)
* `vortex-array`: 0.20.0 -> 0.21.0 (⚠️ API breaking changes)
* `vortex-buffer`: 0.20.0 -> 0.21.0 (✓ API compatible changes)
* `vortex-datetime-dtype`: 0.20.0 -> 0.21.0
* `vortex-dtype`: 0.20.0 -> 0.21.0 (⚠️ API breaking changes)
* `vortex-error`: 0.20.0 -> 0.21.0 (✓ API compatible changes)
* `vortex-flatbuffers`: 0.20.0 -> 0.21.0 (⚠️ API breaking changes)
* `vortex-proto`: 0.20.0 -> 0.21.0
* `vortex-scalar`: 0.20.0 -> 0.21.0 (✓ API compatible changes)
* `vortex-fastlanes`: 0.20.0 -> 0.21.0 (⚠️ API breaking changes)
* `vortex-bytebool`: 0.20.0 -> 0.21.0 (⚠️ API breaking changes)
* `vortex-datetime-parts`: 0.20.0 -> 0.21.0 (⚠️ API breaking changes)
* `vortex-dict`: 0.20.0 -> 0.21.0 (⚠️ API breaking changes)
* `vortex-expr`: 0.20.0 -> 0.21.0 (✓ API compatible changes)
* `vortex-file`: 0.20.0 -> 0.21.0 (⚠️ API breaking changes)
* `vortex-io`: 0.20.0 -> 0.21.0 (✓ API compatible changes)
* `vortex-ipc`: 0.20.0 -> 0.21.0 (⚠️ API breaking changes)
* `vortex-sampling-compressor`: 0.20.0 -> 0.21.0 (⚠️ API breaking
changes)
* `vortex-fsst`: 0.20.0 -> 0.21.0 (⚠️ API breaking changes)
* `vortex-runend`: 0.20.0 -> 0.21.0 (⚠️ API breaking changes)
* `vortex-runend-bool`: 0.20.0 -> 0.21.0 (⚠️ API breaking changes)
* `vortex-zigzag`: 0.20.0 -> 0.21.0 (⚠️ API breaking changes)
* `vortex-roaring`: 0.20.0 -> 0.21.0 (⚠️ API breaking changes)
* `vortex-datafusion`: 0.20.0 -> 0.21.0 (⚠️ API breaking changes)

### ⚠️ `vortex-alp` breaking changes

```
--- failure function_parameter_count_changed: pub fn parameter count changed ---

Description:
A publicly-visible function now takes a different number of parameters.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#fn-change-arity
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/function_parameter_count_changed.ron

Failed in:
  vortex_alp::alp_rd_decode now takes 5 parameters instead of 6, in /tmp/.tmpbwmTII/vortex/encodings/alp/src/alp_rd/mod.rs:260

--- failure inherent_method_missing: pub method removed or renamed ---

Description:
A publicly-visible method or associated fn is no longer available under its prior name. It may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/inherent_method_missing.ron

Failed in:
  ALPRDArray::left_parts_exceptions, previously in file /tmp/.tmplfWv9B/vortex-alp/src/alp_rd/array.rs:161

--- failure struct_missing: pub struct removed or renamed ---

Description:
A publicly-visible struct cannot be imported by its prior path. A `pub use` may have been removed, or the struct itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/struct_missing.ron

Failed in:
  struct vortex_alp::ALP, previously in file /tmp/.tmplfWv9B/vortex-alp/src/alp/array.rs:19
  struct vortex_alp::ALPRD, previously in file /tmp/.tmplfWv9B/vortex-alp/src/alp_rd/array.rs:17
```

### ⚠️ `vortex-array` breaking changes

```
--- failure declarative_macro_missing: macro_rules declaration removed or renamed ---

Description:
A publicly-visible `macro_rules` declarative macro cannot be imported by its prior name. A `#[macro_export]` may have been removed, or the macro itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/reference/macros-by-example.html#path-based-scope
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/declarative_macro_missing.ron

Failed in:
  macro_rules! iterate_primitive_array, previously in file /tmp/.tmplfWv9B/vortex-array/src/variants.rs:95
  macro_rules! iterate_integer_array, previously in file /tmp/.tmplfWv9B/vortex-array/src/variants.rs:117

--- failure enum_variant_added: enum variant added on exhaustive enum ---

Description:
A publicly-visible enum without #[non_exhaustive] has a new variant.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#enum-variant-new
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/enum_variant_added.ron

Failed in:
  variant Canonical:List in /tmp/.tmpbwmTII/vortex/vortex-array/src/canonical.rs:62

--- failure feature_missing: package feature removed or renamed ---

Description:
A feature has been removed from this package's Cargo.toml. This will break downstream crates which enable that feature.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#cargo-feature-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/feature_missing.ron

Failed in:
  feature flatbuffers in the package's Cargo.toml
  feature serde in the package's Cargo.toml

--- failure function_missing: pub fn removed or renamed ---

Description:
A publicly-visible function cannot be imported by its prior path. A `pub use` may have been removed, or the function itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/function_missing.ron

Failed in:
  function vortex_array::compute::unary::subtract_scalar, previously in file /tmp/.tmplfWv9B/vortex-array/src/compute/unary/scalar_subtract.rs:28
  function vortex_array::compute::unary::scalar_at, previously in file /tmp/.tmplfWv9B/vortex-array/src/compute/unary/scalar_at.rs:30
  function vortex_array::compute::unary::fill_forward, previously in file /tmp/.tmplfWv9B/vortex-array/src/compute/unary/fill_forward.rs:31
  function vortex_array::compute::unary::try_cast, previously in file /tmp/.tmplfWv9B/vortex-array/src/compute/unary/cast.rs:30

--- failure function_parameter_count_changed: pub fn parameter count changed ---

Description:
A publicly-visible function now takes a different number of parameters.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#fn-change-arity
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/function_parameter_count_changed.ron

Failed in:
  vortex_array::compute::take now takes 2 parameters instead of 3, in /tmp/.tmpbwmTII/vortex/vortex-array/src/compute/take.rs:45

--- failure inherent_method_missing: pub method removed or renamed ---

Description:
A publicly-visible method or associated fn is no longer available under its prior name. It may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/inherent_method_missing.ron

Failed in:
  ArrayData::with_dyn, previously in file /tmp/.tmplfWv9B/vortex-array/src/data/mod.rs:337
  SparseArray::values, previously in file /tmp/.tmplfWv9B/vortex-array/src/array/sparse/mod.rs:104
  SparseArray::indices, previously in file /tmp/.tmplfWv9B/vortex-array/src/array/sparse/mod.rs:111
  SparseArray::resolved_indices, previously in file /tmp/.tmplfWv9B/vortex-array/src/array/sparse/mod.rs:140
  SparseArray::min_index, previously in file /tmp/.tmplfWv9B/vortex-array/src/array/sparse/mod.rs:158
  SparseArray::max_index, previously in file /tmp/.tmplfWv9B/vortex-array/src/array/sparse/mod.rs:171

--- failure method_parameter_count_changed: pub method parameter count changed ---

Description:
A publicly-visible method now takes a different number of parameters.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#fn-change-arity
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/method_parameter_count_changed.ron

Failed in:
  vortex_array::validity::LogicalValidity::null_count now takes 1 parameters instead of 2, in /tmp/.tmpbwmTII/vortex/vortex-array/src/validity.rs:507
  vortex_array::validity::Validity::take now takes 2 parameters instead of 3, in /tmp/.tmpbwmTII/vortex/vortex-array/src/validity.rs:198
  vortex_array::array::BoolArray::patch now takes 2 parameters instead of 3, in /tmp/.tmpbwmTII/vortex/vortex-array/src/array/bool/patch.rs:11
  vortex_array::array::PrimitiveArray::patch now takes 2 parameters instead of 4, in /tmp/.tmpbwmTII/vortex/vortex-array/src/array/primitive/patch.rs:12

--- failure module_missing: pub module removed or renamed ---

Description:
A publicly-visible module cannot be imported by its prior path. A `pub use` may have been removed, or the module may have been renamed, removed, or made non-public.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/module_missing.ron

Failed in:
  mod vortex_array::compute::unary, previously in file /tmp/.tmplfWv9B/vortex-array/src/compute/unary/mod.rs:1

--- failure struct_missing: pub struct removed or renamed ---

Description:
A publicly-visible struct cannot be imported by its prior path. A `pub use` may have been removed, or the struct itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/struct_missing.ron

Failed in:
  struct vortex_array::array::Bool, previously in file /tmp/.tmplfWv9B/vortex-array/src/array/bool/mod.rs:28
  struct vortex_array::array::VarBinView, previously in file /tmp/.tmplfWv9B/vortex-array/src/array/varbinview/mod.rs:230
  struct vortex_array::compute::BitIndexIterator, previously in file /tmp/.tmplfWv9B/vortex-array/src/compute/filter.rs:129
  struct vortex_array::array::Sparse, previously in file /tmp/.tmplfWv9B/vortex-array/src/array/sparse/mod.rs:24
  struct vortex_array::compute::TakeOptions, previously in file /tmp/.tmplfWv9B/vortex-array/src/compute/take.rs:9
  struct vortex_array::array::Chunked, previously in file /tmp/.tmplfWv9B/vortex-array/src/array/chunked/mod.rs:33
  struct vortex_array::array::Extension, previously in file /tmp/.tmplfWv9B/vortex-array/src/array/extension/mod.rs:18
  struct vortex_array::array::Primitive, previously in file /tmp/.tmplfWv9B/vortex-array/src/array/primitive/mod.rs:29
  struct vortex_array::array::VarBin, previously in file /tmp/.tmplfWv9B/vortex-array/src/array/varbin/mod.rs:33
  struct vortex_array::array::Constant, previously in file /tmp/.tmplfWv9B/vortex-array/src/array/constant/mod.rs:17
  struct vortex_array::array::Struct, previously in file /tmp/.tmplfWv9B/vortex-array/src/array/struct_/mod.rs:20
  struct vortex_array::array::Null, previously in file /tmp/.tmplfWv9B/vortex-array/src/array/null/mod.rs:17

--- failure trait_added_supertrait: non-sealed trait added new supertraits ---

Description:
A non-sealed trait added one or more supertraits, which breaks downstream implementations of the trait
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#generic-bounds-tighten
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/trait_added_supertrait.ron

Failed in:
  trait vortex_array::encoding::EncodingVTable gained VariantsVTable in file /tmp/.tmpbwmTII/vortex/vortex-array/src/encoding/mod.rs:73

--- failure trait_associated_const_added: non-sealed trait added associated constant without default value ---

Description:
A non-sealed trait has gained an associated constant without a default value, which breaks downstream implementations of the trait
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#trait-new-item-no-default
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/trait_associated_const_added.ron

Failed in:
  trait constant vortex_array::encoding::Encoding::ID in file /tmp/.tmpbwmTII/vortex/vortex-array/src/encoding/mod.rs:64

--- failure trait_method_added: pub trait method added ---

Description:
A non-sealed public trait added a new method without a default implementation, which breaks downstream implementations of the trait
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#trait-new-item-no-default
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/trait_method_added.ron

Failed in:
  trait method vortex_array::IntoCanonicalVTable::into_arrow in file /tmp/.tmpbwmTII/vortex/vortex-array/src/canonical.rs:381
  trait method vortex_array::IntoArrayVariant::into_list in file /tmp/.tmpbwmTII/vortex/vortex-array/src/canonical.rs:417

--- failure trait_method_missing: pub trait method removed or renamed ---

Description:
A trait method is no longer callable, and may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#major-any-change-to-trait-item-signatures
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/trait_method_missing.ron

Failed in:
  method with_dyn of trait EncodingVTable, previously in file /tmp/.tmplfWv9B/vortex-array/src/encoding/mod.rs:89
  method search_sorted_usize of trait SearchSortedFn, previously in file /tmp/.tmplfWv9B/vortex-array/src/compute/search_sorted.rs:109
  method search_sorted_usize_many of trait SearchSortedFn, previously in file /tmp/.tmplfWv9B/vortex-array/src/compute/search_sorted.rs:132
  method invert of trait BoolArrayTrait, previously in file /tmp/.tmplfWv9B/vortex-array/src/variants.rs:90

--- failure trait_missing: pub trait removed or renamed ---

Description:
A publicly-visible trait cannot be imported by its prior path. A `pub use` may have been removed, or the trait itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/trait_missing.ron

Failed in:
  trait vortex_array::compute::unary::FillForwardFn, previously in file /tmp/.tmplfWv9B/vortex-array/src/compute/unary/fill_forward.rs:11
  trait vortex_array::encoding::ArrayEncodingExt, previously in file /tmp/.tmplfWv9B/vortex-array/src/encoding/mod.rs:109
  trait vortex_array::ArrayDef, previously in file /tmp/.tmplfWv9B/vortex-array/src/macros.rs:12
  trait vortex_array::variants::ArrayVariants, previously in file /tmp/.tmplfWv9B/vortex-array/src/variants.rs:14
  trait vortex_array::compute::unary::CastFn, previously in file /tmp/.tmplfWv9B/vortex-array/src/compute/unary/cast.rs:7
  trait vortex_array::compute::unary::SubtractScalarFn, previously in file /tmp/.tmplfWv9B/vortex-array/src/compute/unary/scalar_subtract.rs:8
  trait vortex_array::compute::unary::ScalarAtFn, previously in file /tmp/.tmplfWv9B/vortex-array/src/compute/unary/scalar_at.rs:10

--- failure trait_no_longer_object_safe: trait no longer object safe ---

Description:
Trait is no longer object safe, which breaks `dyn Trait` usage.
        ref: https://doc.rust-lang.org/stable/reference/items/traits.html#object-safety
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/trait_no_longer_object_safe.ron

Failed in:
  trait Encoding in file /tmp/.tmpbwmTII/vortex/vortex-array/src/encoding/mod.rs:63

--- failure trait_removed_supertrait: supertrait removed or renamed ---

Description:
A supertrait was removed from a trait. Users of the trait can no longer assume it can also be used like its supertrait.
        ref: https://doc.rust-lang.org/reference/items/traits.html#supertraits
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/trait_removed_supertrait.ron

Failed in:
  supertrait vortex_array::variants::ArrayVariants of trait ArrayTrait in file /tmp/.tmpbwmTII/vortex/vortex-array/src/lib.rs:89
```

### ⚠️ `vortex-dtype` breaking changes

```
--- failure inherent_associated_pub_const_missing: inherent impl's associated pub const removed ---

Description:
An inherent impl's associated public constant is removed or renamed
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/inherent_associated_pub_const_missing.ron

Failed in:
  DType::IDX, previously at /tmp/.tmplfWv9B/vortex-dtype/src/dtype.rs:49
  DType::IDX_32, previously at /tmp/.tmplfWv9B/vortex-dtype/src/dtype.rs:52
```

### ⚠️ `vortex-flatbuffers` breaking changes

```
--- failure constructible_struct_adds_field: externally-constructible struct adds field ---

Description:
A pub struct constructible with a struct literal has a new pub field. Existing struct literals must be updated to include the new field.
        ref: https://doc.rust-lang.org/reference/expressions/struct-expr.html
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/constructible_struct_adds_field.ron

Failed in:
  field ArrayArgs.buffers in /tmp/.tmpbwmTII/vortex/vortex-flatbuffers/src/./generated/array.rs:248

--- failure enum_missing: pub enum removed or renamed ---

Description:
A publicly-visible enum cannot be imported by its prior path. A `pub use` may have been removed, or the enum itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/enum_missing.ron

Failed in:
  enum vortex_flatbuffers::message::SchemaOffset, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/message.rs:428
  enum vortex_flatbuffers::message::PageOffset, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/message.rs:673
  enum vortex_flatbuffers::message::BatchOffset, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/message.rs:525

--- failure function_missing: pub fn removed or renamed ---

Description:
A publicly-visible function cannot be imported by its prior path. A `pub use` may have been removed, or the function itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/function_missing.ron

Failed in:
  function vortex_flatbuffers::array::size_prefixed_root_as_array_with_opts, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/array.rs:584
  function vortex_flatbuffers::array::finish_array_buffer, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/array.rs:605
  function vortex_flatbuffers::array::finish_size_prefixed_array_buffer, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/array.rs:612
  function vortex_flatbuffers::array::root_as_array_unchecked, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/array.rs:594
  function vortex_flatbuffers::array::root_as_array_with_opts, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/array.rs:571
  function vortex_flatbuffers::array::root_as_array, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/array.rs:551
  function vortex_flatbuffers::array::size_prefixed_root_as_array_unchecked, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/array.rs:601
  function vortex_flatbuffers::array::size_prefixed_root_as_array, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/array.rs:561

--- failure inherent_associated_pub_const_missing: inherent impl's associated pub const removed ---

Description:
An inherent impl's associated public constant is removed or renamed
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/inherent_associated_pub_const_missing.ron

Failed in:
  MessageHeader::Schema, previously at /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/message.rs:196
  MessageHeader::Batch, previously at /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/message.rs:197
  MessageHeader::Page, previously at /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/message.rs:198
  Array::VT_VERSION, previously at /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/array.rs:111
  Array::VT_BUFFER_INDEX, previously at /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/array.rs:112

--- failure inherent_method_missing: pub method removed or renamed ---

Description:
A publicly-visible method or associated fn is no longer available under its prior name. It may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/inherent_method_missing.ron

Failed in:
  Message::header_as_schema, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/message.rs:847
  Message::header_as_batch, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/message.rs:862
  Message::header_as_page, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/message.rs:877
  ArrayBuilder::add_version, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/array.rs:227
  ArrayBuilder::add_buffer_index, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/array.rs:231
  Array::version, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/array.rs:139
  Array::buffer_index, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/array.rs:146

--- failure pub_module_level_const_missing: pub module-level const is missing ---

Description:
A public const is missing, renamed, or changed from const to static.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/pub_module_level_const_missing.ron

Failed in:
  ENUM_VALUES_VERSION in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/array.rs:20
  ENUM_MAX_VERSION in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/array.rs:17
  ENUM_MIN_VERSION in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/array.rs:15

--- failure struct_missing: pub struct removed or renamed ---

Description:
A publicly-visible struct cannot be imported by its prior path. A `pub use` may have been removed, or the struct itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/struct_missing.ron

Failed in:
  struct vortex_flatbuffers::message::PageArgs, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/message.rs:737
  struct vortex_flatbuffers::message::BatchArgs, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/message.rs:609
  struct vortex_flatbuffers::message::BatchBuilder, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/message.rs:627
  struct vortex_flatbuffers::message::SchemaBuilder, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/message.rs:494
  struct vortex_flatbuffers::message::SchemaArgs, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/message.rs:482
  struct vortex_flatbuffers::message::Page, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/message.rs:676
  struct vortex_flatbuffers::array::Version, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/array.rs:26
  struct vortex_flatbuffers::message::Schema, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/message.rs:431
  struct vortex_flatbuffers::message::PageBuilder, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/message.rs:751
  struct vortex_flatbuffers::message::Batch, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/message.rs:528
  struct vortex_flatbuffers::message::Buffer, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/message.rs:275

--- failure struct_pub_field_missing: pub struct's pub field removed or renamed ---

Description:
A publicly-visible struct has at least one public field that is no longer available under its prior name. It may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/struct_pub_field_missing.ron

Failed in:
  field version of struct ArrayArgs, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/array.rs:200
  field buffer_index of struct ArrayArgs, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/./generated/array.rs:201

--- failure trait_missing: pub trait removed or renamed ---

Description:
A publicly-visible trait cannot be imported by its prior path. A `pub use` may have been removed, or the trait itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/trait_missing.ron

Failed in:
  trait vortex_flatbuffers::FlatBufferToBytes, previously in file /tmp/.tmplfWv9B/vortex-flatbuffers/src/lib.rs:147
```

### ⚠️ `vortex-fastlanes` breaking changes

```
--- failure struct_missing: pub struct removed or renamed ---

Description:
A publicly-visible struct cannot be imported by its prior path. A `pub use` may have been removed, or the struct itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/struct_missing.ron

Failed in:
  struct vortex_fastlanes::BitPacked, previously in file /tmp/.tmplfWv9B/vortex-fastlanes/src/bitpacking/mod.rs:23
  struct vortex_fastlanes::Delta, previously in file /tmp/.tmplfWv9B/vortex-fastlanes/src/delta/mod.rs:21
  struct vortex_fastlanes::FoR, previously in file /tmp/.tmplfWv9B/vortex-fastlanes/src/for/mod.rs:20
```

### ⚠️ `vortex-bytebool` breaking changes

```
--- failure struct_missing: pub struct removed or renamed ---

Description:
A publicly-visible struct cannot be imported by its prior path. A `pub use` may have been removed, or the struct itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/struct_missing.ron

Failed in:
  struct vortex_bytebool::ByteBool, previously in file /tmp/.tmplfWv9B/vortex-bytebool/src/array.rs:20
```

### ⚠️ `vortex-datetime-parts` breaking changes

```
--- failure struct_missing: pub struct removed or renamed ---

Description:
A publicly-visible struct cannot be imported by its prior path. A `pub use` may have been removed, or the struct itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/struct_missing.ron

Failed in:
  struct vortex_datetime_parts::DateTimeParts, previously in file /tmp/.tmplfWv9B/vortex-datetime-parts/src/array.rs:21
```

### ⚠️ `vortex-dict` breaking changes

```
--- failure struct_missing: pub struct removed or renamed ---

Description:
A publicly-visible struct cannot be imported by its prior path. A `pub use` may have been removed, or the struct itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/struct_missing.ron

Failed in:
  struct vortex_dict::Dict, previously in file /tmp/.tmplfWv9B/vortex-dict/src/array.rs:20
```

### ⚠️ `vortex-file` breaking changes

```
--- failure enum_missing: pub enum removed or renamed ---

Description:
A publicly-visible enum cannot be imported by its prior path. A `pub use` may have been removed, or the enum itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/enum_missing.ron

Failed in:
  enum vortex_file::BatchRead, previously in file /tmp/.tmplfWv9B/vortex-file/src/read/mod.rs:57

--- failure function_missing: pub fn removed or renamed ---

Description:
A publicly-visible function cannot be imported by its prior path. A `pub use` may have been removed, or the function itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/function_missing.ron

Failed in:
  function vortex_file::read_layout_from_initial, previously in file /tmp/.tmplfWv9B/vortex-file/src/read/builder/initial_read.rs:63

--- failure inherent_method_missing: pub method removed or renamed ---

Description:
A publicly-visible method or associated fn is no longer available under its prior name. It may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/inherent_method_missing.ron

Failed in:
  RowMask::new_unchecked, previously in file /tmp/.tmplfWv9B/vortex-file/src/read/mask.rs:102
  RowMask::to_indices_array, previously in file /tmp/.tmplfWv9B/vortex-file/src/read/mask.rs:245
  VortexReadBuilder::with_size, previously in file /tmp/.tmplfWv9B/vortex-file/src/read/builder/mod.rs:87
  VortexReadBuilder::with_size, previously in file /tmp/.tmplfWv9B/vortex-file/src/read/builder/mod.rs:87
  LayoutSpec::inlined_schema, previously in file /tmp/.tmplfWv9B/vortex-file/src/write/layout.rs:53

--- failure method_parameter_count_changed: pub method parameter count changed ---

Description:
A publicly-visible method now takes a different number of parameters.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#fn-change-arity
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/method_parameter_count_changed.ron

Failed in:
  vortex_file::LayoutDeserializer::read_layout now takes 4 parameters instead of 5, in /tmp/.tmpbwmTII/vortex/vortex-file/src/read/context.rs:72

--- failure module_missing: pub module removed or renamed ---

Description:
A publicly-visible module cannot be imported by its prior path. A `pub use` may have been removed, or the module may have been renamed, removed, or made non-public.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/module_missing.ron

Failed in:
  mod vortex_file::chunked_reader, previously in file /tmp/.tmplfWv9B/vortex-file/src/chunked_reader/mod.rs:1

--- failure pub_module_level_const_missing: pub module-level const is missing ---

Description:
A public const is missing, renamed, or changed from const to static.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/pub_module_level_const_missing.ron

Failed in:
  INLINE_SCHEMA_LAYOUT_ID in file /tmp/.tmplfWv9B/vortex-file/src/lib.rs:176

--- failure struct_missing: pub struct removed or renamed ---

Description:
A publicly-visible struct cannot be imported by its prior path. A `pub use` may have been removed, or the struct itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/struct_missing.ron

Failed in:
  struct vortex_file::layouts::InlineDTypeLayout, previously in file /tmp/.tmplfWv9B/vortex-file/src/read/layouts/inline_dtype.rs:19
  struct vortex_file::chunked_reader::ChunkedArrayReader, previously in file /tmp/.tmplfWv9B/vortex-file/src/chunked_reader/mod.rs:14

--- failure trait_method_added: pub trait method added ---

Description:
A non-sealed public trait added a new method without a default implementation, which breaks downstream implementations of the trait
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#trait-new-item-no-default
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/trait_method_added.ron

Failed in:
  trait method vortex_file::LayoutReader::poll_read in file /tmp/.tmpbwmTII/vortex/vortex-file/src/read/mod.rs:123

--- failure trait_method_missing: pub trait method removed or renamed ---

Description:
A trait method is no longer callable, and may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#major-any-change-to-trait-item-signatures
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/trait_method_missing.ron

Failed in:
  method read_selection of trait LayoutReader, previously in file /tmp/.tmplfWv9B/vortex-file/src/read/mod.rs:85
```

### ⚠️ `vortex-ipc` breaking changes

```
--- failure enum_variant_added: enum variant added on exhaustive enum ---

Description:
A publicly-visible enum without #[non_exhaustive] has a new variant.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#enum-variant-new
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/enum_variant_added.ron

Failed in:
  variant IPCMessage:Array in /tmp/.tmpbwmTII/vortex/vortex-ipc/src/messages/mod.rs:16
  variant IPCMessage:Buffer in /tmp/.tmpbwmTII/vortex/vortex-ipc/src/messages/mod.rs:17
  variant IPCMessage:DType in /tmp/.tmpbwmTII/vortex/vortex-ipc/src/messages/mod.rs:18

--- failure enum_variant_missing: pub enum variant removed or renamed ---

Description:
A publicly-visible enum has at least one variant that is no longer available under its prior name. It may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/enum_variant_missing.ron

Failed in:
  variant IPCMessage::Schema, previously in file /tmp/.tmplfWv9B/vortex-ipc/src/messages/mod.rs:17
  variant IPCMessage::Batch, previously in file /tmp/.tmplfWv9B/vortex-ipc/src/messages/mod.rs:18
  variant IPCMessage::Page, previously in file /tmp/.tmplfWv9B/vortex-ipc/src/messages/mod.rs:19

--- failure inherent_method_missing: pub method removed or renamed ---

Description:
A publicly-visible method or associated fn is no longer available under its prior name. It may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/inherent_method_missing.ron

Failed in:
  MessageReader::maybe_read_page, previously in file /tmp/.tmplfWv9B/vortex-ipc/src/messages/reader.rs:196
  MessageWriter::write_batch, previously in file /tmp/.tmplfWv9B/vortex-ipc/src/messages/writer.rs:74

--- failure struct_missing: pub struct removed or renamed ---

Description:
A publicly-visible struct cannot be imported by its prior path. A `pub use` may have been removed, or the struct itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/struct_missing.ron

Failed in:
  struct vortex_ipc::messages::IPCSchema, previously in file /tmp/.tmplfWv9B/vortex-ipc/src/messages/mod.rs:22
  struct vortex_ipc::messages::IPCArray, previously in file /tmp/.tmplfWv9B/vortex-ipc/src/messages/mod.rs:24
  struct vortex_ipc::messages::IPCBatch, previously in file /tmp/.tmplfWv9B/vortex-ipc/src/messages/mod.rs:23
  struct vortex_ipc::messages::IPCPage, previously in file /tmp/.tmplfWv9B/vortex-ipc/src/messages/mod.rs:25
```

### ⚠️ `vortex-sampling-compressor` breaking changes

```
--- failure inherent_method_missing: pub method removed or renamed ---

Description:
A publicly-visible method or associated fn is no longer available under its prior name. It may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/inherent_method_missing.ron

Failed in:
  CompressionTree::num_descendants, previously in file /tmp/.tmplfWv9B/vortex-sampling-compressor/src/compressors/mod.rs:185
```

### ⚠️ `vortex-fsst` breaking changes

```
--- failure struct_missing: pub struct removed or renamed ---

Description:
A publicly-visible struct cannot be imported by its prior path. A `pub use` may have been removed, or the struct itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/struct_missing.ron

Failed in:
  struct vortex_fsst::FSST, previously in file /tmp/.tmplfWv9B/vortex-fsst/src/array.rs:18
```

### ⚠️ `vortex-runend` breaking changes

```
--- failure function_parameter_count_changed: pub fn parameter count changed ---

Description:
A publicly-visible function now takes a different number of parameters.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#fn-change-arity
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/function_parameter_count_changed.ron

Failed in:
  vortex_runend::compress::runend_decode_typed_primitive now takes 5 parameters instead of 3, in /tmp/.tmpbwmTII/vortex/encodings/runend/src/compress.rs:176
  vortex_runend::compress::runend_decode_bools now takes 4 parameters instead of 5, in /tmp/.tmpbwmTII/vortex/encodings/runend/src/compress.rs:159
  vortex_runend::compress::runend_decode_typed_bool now takes 5 parameters instead of 3, in /tmp/.tmpbwmTII/vortex/encodings/runend/src/compress.rs:224
  vortex_runend::compress::runend_decode_primitive now takes 4 parameters instead of 5, in /tmp/.tmpbwmTII/vortex/encodings/runend/src/compress.rs:140

--- failure inherent_method_missing: pub method removed or renamed ---

Description:
A publicly-visible method or associated fn is no longer available under its prior name. It may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/inherent_method_missing.ron

Failed in:
  RunEndArray::validity, previously in file /tmp/.tmplfWv9B/vortex-runend/src/array.rs:146

--- failure method_parameter_count_changed: pub method parameter count changed ---

Description:
A publicly-visible method now takes a different number of parameters.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#fn-change-arity
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/method_parameter_count_changed.ron

Failed in:
  vortex_runend::RunEndArray::try_new now takes 2 parameters instead of 3, in /tmp/.tmpbwmTII/vortex/encodings/runend/src/array.rs:39

--- failure struct_missing: pub struct removed or renamed ---

Description:
A publicly-visible struct cannot be imported by its prior path. A `pub use` may have been removed, or the struct itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/struct_missing.ron

Failed in:
  struct vortex_runend::RunEnd, previously in file /tmp/.tmplfWv9B/vortex-runend/src/array.rs:24
```

### ⚠️ `vortex-runend-bool` breaking changes

```
--- failure struct_missing: pub struct removed or renamed ---

Description:
A publicly-visible struct cannot be imported by its prior path. A `pub use` may have been removed, or the struct itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/struct_missing.ron

Failed in:
  struct vortex_runend_bool::RunEndBool, previously in file /tmp/.tmplfWv9B/vortex-runend-bool/src/array.rs:22
  struct vortex_runend_bool::array::RunEndBool, previously in file /tmp/.tmplfWv9B/vortex-runend-bool/src/array.rs:22
```

### ⚠️ `vortex-zigzag` breaking changes

```
--- failure struct_missing: pub struct removed or renamed ---

Description:
A publicly-visible struct cannot be imported by its prior path. A `pub use` may have been removed, or the struct itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/struct_missing.ron

Failed in:
  struct vortex_zigzag::ZigZag, previously in file /tmp/.tmplfWv9B/vortex-zigzag/src/array.rs:22
```

### ⚠️ `vortex-roaring` breaking changes

```
--- failure struct_missing: pub struct removed or renamed ---

Description:
A publicly-visible struct cannot be imported by its prior path. A `pub use` may have been removed, or the struct itself may have been renamed or removed entirely.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#item-remove
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/struct_missing.ron

Failed in:
  struct vortex_roaring::RoaringInt, previously in file /tmp/.tmplfWv9B/vortex-roaring/src/integer/mod.rs:26
  struct vortex_roaring::RoaringBool, previously in file /tmp/.tmplfWv9B/vortex-roaring/src/boolean/mod.rs:26
```

### ⚠️ `vortex-datafusion` breaking changes

```
--- failure constructible_struct_adds_private_field: struct no longer constructible due to new private field ---

Description:
A struct constructible with a struct literal has a new non-public field. It can no longer be constructed using a struct literal outside of its crate.
        ref: https://doc.rust-lang.org/reference/expressions/struct-expr.html
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/constructible_struct_adds_private_field.ron

Failed in:
  field VortexFileOpener.initial_read_cache in /tmp/.tmpbwmTII/vortex/vortex-datafusion/src/persistent/opener.rs:28

--- failure method_parameter_count_changed: pub method parameter count changed ---

Description:
A publicly-visible method now takes a different number of parameters.
        ref: https://doc.rust-lang.org/cargo/reference/semver.html#fn-change-arity
       impl: https://github.com/obi1kenobi/cargo-semver-checks/tree/v0.37.0/src/lints/method_parameter_count_changed.ron

Failed in:
  vortex_datafusion::persistent::execution::VortexExec::try_new now takes 5 parameters instead of 4, in /tmp/.tmpbwmTII/vortex/vortex-datafusion/src/persistent/execution.rs:32
```

<details><summary><i><b>Changelog</b></i></summary><p>


</p></details>

---
This PR was generated with
[release-plz](https://github.com/release-plz/release-plz/).

---------

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: Will Manning <will@willmanning.io>
---
 CHANGELOG.md | 816 +++++++++++++++++++++++++++++++++++++++++++++++++++
 Cargo.lock   |  82 +++---
 Cargo.toml   |  52 ++--
 3 files changed, 880 insertions(+), 70 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 63efebbd94..79649424b1 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,4 +1,5 @@
 # Changelog
+
 All notable changes to this project will be documented in this file.
 
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
@@ -6,12 +7,440 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
+## `vortex-datafusion` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-datafusion-v0.20.0...vortex-datafusion-v0.21.1) - 2024-12-16
+
+### Added
+
+- Concurrent schema discovery for DataFusion (#1568)
+- add into_arrow to IntoCanonicalVTable (#1604)
+- Add uncompressed size stat for Vortex/Datafusion (#1512)
+- add clickbench benchmark (#1304)
+- Layout metadata reader and column statistics (#1455)
+
+### Fixed
+
+- Consistent metadata table column names for DataFusion stats (#1577)
+- Fix repartitioning regression (#1564)
+- Correct DataFusion repartitioning (#1554)
+- support stats for ExtensionArray in vortex-file (#1547)
+
+### Other
+
+- Cache initial reads in `VortexFormat` ([#1633](https://github.com/spiraldb/vortex/pull/1633))
+- Propagate size from datafusion to VortexReadBuilder ([#1636](https://github.com/spiraldb/vortex/pull/1636))
+- add an unsafe take_unchecked to TakeFn for bounds check ellision (#1611)
+- Fix partition count assertion  ([#1597](https://github.com/spiraldb/vortex/pull/1597))
+- Pass typed flat buffers into layout builders ([#1563](https://github.com/spiraldb/vortex/pull/1563))
+- DF repartition by file sizes instead of number of files ([#1572](https://github.com/spiraldb/vortex/pull/1572))
+- simplify MetadataFetcher to function (#1569)
+- cleanup in vortex-ipc & vortex-file (#1553)
+- cleanups to support wasm32-wasip1 target (#1528)
+- Like expression supports negated and case_sensitive arguments ([#1537](https://github.com/spiraldb/vortex/pull/1537))
+- Add file grouping-based repartitioning for DataFusion ([#1531](https://github.com/spiraldb/vortex/pull/1531))
+- Add LIKE operator ([#1525](https://github.com/spiraldb/vortex/pull/1525))
+- Variants VTable ([#1501](https://github.com/spiraldb/vortex/pull/1501))
+- Report stats to DataFusion ([#1506](https://github.com/spiraldb/vortex/pull/1506))
+
+## `vortex-roaring` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-roaring-v0.20.0...vortex-roaring-v0.21.1) - 2024-12-16
+
+### Other
+
+- Stats are stored as Vec of tuples instead of enummap ([#1658](https://github.com/spiraldb/vortex/pull/1658))
+- cleanups to support wasm32-wasip1 target (#1528)
+- Variants VTable ([#1501](https://github.com/spiraldb/vortex/pull/1501))
+- Move invert from BoolArrayTrait to InvertFn ([#1490](https://github.com/spiraldb/vortex/pull/1490))
+- Flatten unary compute mod ([#1489](https://github.com/spiraldb/vortex/pull/1489))
+
+## `vortex-zigzag` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-zigzag-v0.20.0...vortex-zigzag-v0.21.1) - 2024-12-16
+
+### Other
+
+- impl take_fn and filter_fn for ZigZag ([#1665](https://github.com/spiraldb/vortex/pull/1665))
+- Zigzag encode/decode reuses the underlying data vec ([#1638](https://github.com/spiraldb/vortex/pull/1638))
+- Variants VTable ([#1501](https://github.com/spiraldb/vortex/pull/1501))
+- Flatten unary compute mod ([#1489](https://github.com/spiraldb/vortex/pull/1489))
+
+## `vortex-runend-bool` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-runend-bool-v0.20.0...vortex-runend-bool-v0.21.1) - 2024-12-16
+
+### Fixed
+
+- RunEndBool array take respects validity (#1684)
+- RunEndBool scalar_at respects array's nullability (#1683)
+- use search_sorted_usize when searching for indices (#1566)
+- Support slicing RunEndBool arrays to 0 elements (#1511)
+
+### Other
+
+- Stats are stored as Vec of tuples instead of enummap ([#1658](https://github.com/spiraldb/vortex/pull/1658))
+- add an unsafe take_unchecked to TakeFn for bounds check ellision (#1611)
+- cleanups to support wasm32-wasip1 target (#1528)
+- Variants VTable ([#1501](https://github.com/spiraldb/vortex/pull/1501))
+- Move invert from BoolArrayTrait to InvertFn ([#1490](https://github.com/spiraldb/vortex/pull/1490))
+- Flatten unary compute mod ([#1489](https://github.com/spiraldb/vortex/pull/1489))
+
+## `vortex-runend` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-runend-v0.20.0...vortex-runend-v0.21.1) - 2024-12-16
+
+### Fixed
+
+- RunEnd array correctly encodes all null arrays (#1675)
+- RunEnd encoding doesn't skip first value when encoding nullable arrays (#1674)
+- use search_sorted_usize when searching for indices (#1566)
+- Support slicing RunEndBool arrays to 0 elements (#1511)
+- Fix slicing bug in RunEndArray (#1497)
+
+### Other
+
+- RunEnd compare produces canonical array (#1668)
+- RunEnd fill_null correctly reconstructs itself (#1666)
+- Run end fill null ([#1660](https://github.com/spiraldb/vortex/pull/1660))
+- Remove validity from run-end array ([#1630](https://github.com/spiraldb/vortex/pull/1630))
+- add an unsafe take_unchecked to TakeFn for bounds check ellision (#1611)
+- cleanups to support wasm32-wasip1 target (#1528)
+- Variants VTable ([#1501](https://github.com/spiraldb/vortex/pull/1501))
+- Move invert from BoolArrayTrait to InvertFn ([#1490](https://github.com/spiraldb/vortex/pull/1490))
+- Flatten unary compute mod ([#1489](https://github.com/spiraldb/vortex/pull/1489))
+
+## `vortex-fsst` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-fsst-v0.20.0...vortex-fsst-v0.21.1) - 2024-12-16
+
+### Other
+
+- add an unsafe take_unchecked to TakeFn for bounds check ellision (#1611)
+- Ensure patches don't turn arrays nullable ([#1565](https://github.com/spiraldb/vortex/pull/1565))
+- cleanups to support wasm32-wasip1 target (#1528)
+- Narrow indices types during compression  ([#1558](https://github.com/spiraldb/vortex/pull/1558))
+- Remove with_dyn and ArrayDef ([#1503](https://github.com/spiraldb/vortex/pull/1503))
+- Variants VTable ([#1501](https://github.com/spiraldb/vortex/pull/1501))
+- Flatten unary compute mod ([#1489](https://github.com/spiraldb/vortex/pull/1489))
+
+## `vortex-sampling-compressor` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-sampling-compressor-v0.20.0...vortex-sampling-compressor-v0.21.1) - 2024-12-16
+
+### Added
+
+- faster Patches::take & use patches in alp-rd & sparse (#1628)
+- consistently compress validity (#1544)
+
+### Fixed
+
+- SparseArray scalar_at was broken due to strict PValue PartialOrd (#1575)
+
+### Other
+
+- Cheaper `maybe_from` ([#1677](https://github.com/spiraldb/vortex/pull/1677))
+- Remove validity from run-end array ([#1630](https://github.com/spiraldb/vortex/pull/1630))
+- Fix regression in search_sorted when Patches replaced SparseArray ([#1624](https://github.com/spiraldb/vortex/pull/1624))
+- Cannot compress like logs are debug level ([#1620](https://github.com/spiraldb/vortex/pull/1620))
+- Patches Utility ([#1601](https://github.com/spiraldb/vortex/pull/1601))
+- cleanups to support wasm32-wasip1 target (#1528)
+- Add `maybe_from` function to help downcast ArrayData into a specific encoded array without potentially capturing a backtrace ([#1560](https://github.com/spiraldb/vortex/pull/1560))
+- Narrow indices types during compression  ([#1558](https://github.com/spiraldb/vortex/pull/1558))
+- ArrayNBytes includes size of arrays metadata ([#1549](https://github.com/spiraldb/vortex/pull/1549))
+- Revert "feat: consistently compress validity" ([#1551](https://github.com/spiraldb/vortex/pull/1551))
+- Added a list compressor ([#1536](https://github.com/spiraldb/vortex/pull/1536))
+- Add more click bench things ([#1530](https://github.com/spiraldb/vortex/pull/1530))
+- Remove with_dyn and ArrayDef ([#1503](https://github.com/spiraldb/vortex/pull/1503))
+
+## `vortex-ipc` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-ipc-v0.20.0...vortex-ipc-v0.21.1) - 2024-12-16
+
+### Added
+
+- add into_arrow to IntoCanonicalVTable (#1604)
+
+### Other
+
+- IPC Message clean up ([#1686](https://github.com/spiraldb/vortex/pull/1686))
+- Cheaper `maybe_from` ([#1677](https://github.com/spiraldb/vortex/pull/1677))
+- add an unsafe take_unchecked to TakeFn for bounds check ellision (#1611)
+- cleanup in vortex-ipc & vortex-file (#1553)
+- cleanups to support wasm32-wasip1 target (#1528)
+- Add `maybe_from` function to help downcast ArrayData into a specific encoded array without potentially capturing a backtrace ([#1560](https://github.com/spiraldb/vortex/pull/1560))
+
+## `vortex-io` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-io-v0.20.0...vortex-io-v0.21.1) - 2024-12-16
+
+### Added
+
+- coalesce multiple reads together and don't block on io if there's values available (#1466)
+- Layout metadata reader and column statistics (#1455)
+
+### Fixed
+
+- properly gate things by features & test for that (#1494)
+- regression for ObjectStoreReadAt (#1483)
+
+### Other
+
+- use cargo-hack and build all valid feature combos (#1653)
+- actually run with wasm32-unknown-unknown (#1648)
+- Hide underlying channel in the Dispatcher (#1585)
+- cleanups to support wasm32-wasip1 target (#1528)
+
+## `vortex-file` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-file-v0.20.0...vortex-file-v0.21.1) - 2024-12-16
+
+### Added
+
+- Add fill_null compute function (#1590)
+- coalesce multiple reads together and don't block on io if there's values available (#1466)
+- Add uncompressed size stat for Vortex/Datafusion (#1512)
+- prune layouts based on stats (#1485)
+- Layout metadata reader and column statistics (#1455)
+
+### Fixed
+
+- Fix length of empty struct arrays (#1673)
+- support stats for ExtensionArray in vortex-file (#1547)
+
+### Other
+
+- IPC Message clean up ([#1686](https://github.com/spiraldb/vortex/pull/1686))
+- random refactoring/renaming (#1669)
+- Cache initial reads in `VortexFormat` ([#1633](https://github.com/spiraldb/vortex/pull/1633))
+- Reading stats tables reuses schemas ([#1637](https://github.com/spiraldb/vortex/pull/1637))
+- some LayoutReader cleanups (#1623)
+- add an unsafe take_unchecked to TakeFn for bounds check ellision (#1611)
+- `vortex-file` crate-level docs adjustment ([#1610](https://github.com/spiraldb/vortex/pull/1610))
+- Use FilterMask in RowMask ([#1616](https://github.com/spiraldb/vortex/pull/1616))
+- Fix up InnerScalarValue ([#1613](https://github.com/spiraldb/vortex/pull/1613))
+- Pass typed flat buffers into layout builders ([#1563](https://github.com/spiraldb/vortex/pull/1563))
+- simplify MetadataFetcher to function (#1569)
+- cleanup in vortex-ipc & vortex-file (#1553)
+- cleanups to support wasm32-wasip1 target (#1528)
+- Store present stats as a bitset in metadata of chunked layout and remove inline dtype layout ([#1555](https://github.com/spiraldb/vortex/pull/1555))
+- Remove dead chunked reader ([#1552](https://github.com/spiraldb/vortex/pull/1552))
+- Like expression supports negated and case_sensitive arguments ([#1537](https://github.com/spiraldb/vortex/pull/1537))
+- Add LIKE operator ([#1525](https://github.com/spiraldb/vortex/pull/1525))
+- Use filter in RowMask::evaluate ([#1515](https://github.com/spiraldb/vortex/pull/1515))
+- Variants VTable ([#1501](https://github.com/spiraldb/vortex/pull/1501))
+- RowMask uses ConstantArray for all valid and all invalid selections and remove unsafe RowMask constructor ([#1495](https://github.com/spiraldb/vortex/pull/1495))
+- Remove uses of with_dyn for validity ([#1487](https://github.com/spiraldb/vortex/pull/1487))
+- Flatten unary compute mod ([#1489](https://github.com/spiraldb/vortex/pull/1489))
+
+## `vortex-expr` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-expr-v0.20.0...vortex-expr-v0.21.1) - 2024-12-16
+
+### Other
+
+- Reading stats tables reuses schemas ([#1637](https://github.com/spiraldb/vortex/pull/1637))
+- Like expression supports negated and case_sensitive arguments ([#1537](https://github.com/spiraldb/vortex/pull/1537))
+- Add LIKE operator ([#1525](https://github.com/spiraldb/vortex/pull/1525))
+- Variants VTable ([#1501](https://github.com/spiraldb/vortex/pull/1501))
+- Move invert from BoolArrayTrait to InvertFn ([#1490](https://github.com/spiraldb/vortex/pull/1490))
+
+## `vortex-dict` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-dict-v0.20.0...vortex-dict-v0.21.1) - 2024-12-16
+
+### Added
+
+- Add fill_null compute function (#1590)
+
+### Other
+
+- add an unsafe take_unchecked to TakeFn for bounds check ellision (#1611)
+- cleanups to support wasm32-wasip1 target (#1528)
+- Like expression supports negated and case_sensitive arguments ([#1537](https://github.com/spiraldb/vortex/pull/1537))
+- Add LIKE operator ([#1525](https://github.com/spiraldb/vortex/pull/1525))
+- Variants VTable ([#1501](https://github.com/spiraldb/vortex/pull/1501))
+- Move invert from BoolArrayTrait to InvertFn ([#1490](https://github.com/spiraldb/vortex/pull/1490))
+- Remove uses of with_dyn for validity ([#1487](https://github.com/spiraldb/vortex/pull/1487))
+- Flatten unary compute mod ([#1489](https://github.com/spiraldb/vortex/pull/1489))
+
+## `vortex-datetime-parts` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-datetime-parts-v0.20.0...vortex-datetime-parts-v0.21.1) - 2024-12-16
+
+### Fixed
+
+- support stats for ExtensionArray in vortex-file (#1547)
+
+### Other
+
+- add an unsafe take_unchecked to TakeFn for bounds check ellision (#1611)
+- Fix date time parts scalar_at to cast ([#1584](https://github.com/spiraldb/vortex/pull/1584))
+- Narrow indices types during compression  ([#1558](https://github.com/spiraldb/vortex/pull/1558))
+- Use filter in RowMask::evaluate ([#1515](https://github.com/spiraldb/vortex/pull/1515))
+- Variants VTable ([#1501](https://github.com/spiraldb/vortex/pull/1501))
+- Remove uses of with_dyn for validity ([#1487](https://github.com/spiraldb/vortex/pull/1487))
+- Flatten unary compute mod ([#1489](https://github.com/spiraldb/vortex/pull/1489))
+
+## `vortex-bytebool` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-bytebool-v0.20.0...vortex-bytebool-v0.21.1) - 2024-12-16
+
+### Other
+
+- Stats are stored as Vec of tuples instead of enummap ([#1658](https://github.com/spiraldb/vortex/pull/1658))
+- add an unsafe take_unchecked to TakeFn for bounds check ellision (#1611)
+- Variants VTable ([#1501](https://github.com/spiraldb/vortex/pull/1501))
+- Move invert from BoolArrayTrait to InvertFn ([#1490](https://github.com/spiraldb/vortex/pull/1490))
+- Flatten unary compute mod ([#1489](https://github.com/spiraldb/vortex/pull/1489))
+
+## `vortex-fastlanes` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-fastlanes-v0.20.0...vortex-fastlanes-v0.21.1) - 2024-12-16
+
+### Added
+
+- Faster bitpacked filter & take (#1667)
+
+### Other
+
+- Fix regression in search_sorted when Patches replaced SparseArray ([#1624](https://github.com/spiraldb/vortex/pull/1624))
+- Skip FoR decompression if min and scalar are 0 ([#1618](https://github.com/spiraldb/vortex/pull/1618))
+- add an unsafe take_unchecked to TakeFn for bounds check ellision (#1611)
+- Patches Utility ([#1601](https://github.com/spiraldb/vortex/pull/1601))
+- Fix search sorted casting ([#1579](https://github.com/spiraldb/vortex/pull/1579))
+- cleanups to support wasm32-wasip1 target (#1528)
+- Add `maybe_from` function to help downcast ArrayData into a specific encoded array without potentially capturing a backtrace ([#1560](https://github.com/spiraldb/vortex/pull/1560))
+- Remove with_dyn and ArrayDef ([#1503](https://github.com/spiraldb/vortex/pull/1503))
+- Variants VTable ([#1501](https://github.com/spiraldb/vortex/pull/1501))
+- Remove uses of with_dyn for validity ([#1487](https://github.com/spiraldb/vortex/pull/1487))
+- Flatten unary compute mod ([#1489](https://github.com/spiraldb/vortex/pull/1489))
+
+## `vortex-scalar` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-scalar-v0.20.0...vortex-scalar-v0.21.1) - 2024-12-16
+
+### Fixed
+
+- ScalarValue flatbuffer serde doesn't perform redundant copy (#1635)
+- SparseArray scalar_at was broken due to strict PValue PartialOrd (#1575)
+
+### Other
+
+- Some small fixes ([#1631](https://github.com/spiraldb/vortex/pull/1631))
+- Fix up InnerScalarValue ([#1613](https://github.com/spiraldb/vortex/pull/1613))
+- cleanups to support wasm32-wasip1 target (#1528)
+- Narrow indices types during compression  ([#1558](https://github.com/spiraldb/vortex/pull/1558))
+- Array Builders ([#1543](https://github.com/spiraldb/vortex/pull/1543))
+
+## `vortex-flatbuffers` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-flatbuffers-v0.20.0...vortex-flatbuffers-v0.21.1) - 2024-12-16
+
+### Other
+
+- IPC Message clean up ([#1686](https://github.com/spiraldb/vortex/pull/1686))
+
+## `vortex-error` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-error-v0.20.0...vortex-error-v0.21.1) - 2024-12-16
+
+### Added
+
+- faster Patches::take & use patches in alp-rd & sparse (#1628)
+
+### Other
+
+- cleanups to support wasm32-wasip1 target (#1528)
+
+## `vortex-dtype` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-dtype-v0.20.0...vortex-dtype-v0.21.1) - 2024-12-16
+
+### Added
+
+- patches uses a map in some cases (#1626)
+
+### Other
+
+- IPC Message clean up ([#1686](https://github.com/spiraldb/vortex/pull/1686))
+- Move PrimitiveBuilder constraints to where clause ([#1634](https://github.com/spiraldb/vortex/pull/1634))
+- Reading stats tables reuses schemas ([#1637](https://github.com/spiraldb/vortex/pull/1637))
+- Revert "feat: patches uses a map in some cases" ([#1629](https://github.com/spiraldb/vortex/pull/1629))
+- fuzzer reference take implementation respects generated values nullability (#1586)
+- cleanups to support wasm32-wasip1 target (#1528)
+- Narrow indices types during compression  ([#1558](https://github.com/spiraldb/vortex/pull/1558))
+- Add ArrowPrimitiveType ([#1540](https://github.com/spiraldb/vortex/pull/1540))
+- Add lists to vortex ([#1524](https://github.com/spiraldb/vortex/pull/1524))
+
+## `vortex-buffer` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-buffer-v0.20.0...vortex-buffer-v0.21.1) - 2024-12-16
+
+### Added
+
+- Layout metadata reader and column statistics (#1455)
+
+## `vortex-array` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-array-v0.20.0...vortex-array-v0.21.1) - 2024-12-16
+
+### Added
+
+- faster Patches::take & use patches in alp-rd & sparse (#1628)
+- patches uses a map in some cases (#1626)
+- add into_arrow to IntoCanonicalVTable (#1604)
+- Add fill_null compute function (#1590)
+
+### Fixed
+
+- RunEndBool array take respects validity (#1684)
+- Fix length of empty struct arrays (#1673)
+- Consistent metadata table column names for DataFusion stats (#1577)
+- SparseArray scalar_at was broken due to strict PValue PartialOrd (#1575)
+- use search_sorted_usize when searching for indices (#1566)
+- support stats for ExtensionArray in vortex-file (#1547)
+- properly gate things by features & test for that (#1494)
+
+### Other
+
+- IPC Message clean up ([#1686](https://github.com/spiraldb/vortex/pull/1686))
+- Cheaper `maybe_from` ([#1677](https://github.com/spiraldb/vortex/pull/1677))
+- simplify StatsSet (#1672)
+- ChunkedArray stats compute handles ordered stats and doesn't eagerly merge chunk stats ([#1652](https://github.com/spiraldb/vortex/pull/1652))
+- Run end fill null ([#1660](https://github.com/spiraldb/vortex/pull/1660))
+- Stats are stored as Vec of tuples instead of enummap ([#1658](https://github.com/spiraldb/vortex/pull/1658))
+- VarBin to arrow conversion uses reinterpret cast to convert offsets to I32/64 ([#1644](https://github.com/spiraldb/vortex/pull/1644))
+- Add missing overrides for into_arrow delegation for VarBinArray ([#1642](https://github.com/spiraldb/vortex/pull/1642))
+- Move PrimitiveBuilder constraints to where clause ([#1634](https://github.com/spiraldb/vortex/pull/1634))
+- Reading stats tables reuses schemas ([#1637](https://github.com/spiraldb/vortex/pull/1637))
+- Remove validity from run-end array ([#1630](https://github.com/spiraldb/vortex/pull/1630))
+- Some small fixes ([#1631](https://github.com/spiraldb/vortex/pull/1631))
+- Revert "feat: patches uses a map in some cases" ([#1629](https://github.com/spiraldb/vortex/pull/1629))
+- Fix regression in search_sorted when Patches replaced SparseArray ([#1624](https://github.com/spiraldb/vortex/pull/1624))
+- search_sorted_many handles failed downcasts and use search_sorted_usize_many in Patches::take (#1621)
+- add an unsafe take_unchecked to TakeFn for bounds check ellision (#1611)
+- Use FilterMask in RowMask ([#1616](https://github.com/spiraldb/vortex/pull/1616))
+- Patches Utility ([#1601](https://github.com/spiraldb/vortex/pull/1601))
+- Fix up InnerScalarValue ([#1613](https://github.com/spiraldb/vortex/pull/1613))
+- Count into_canonical invocations ([#1615](https://github.com/spiraldb/vortex/pull/1615))
+- Deref scalar buffer once ([#1608](https://github.com/spiraldb/vortex/pull/1608))
+- fill_null fallback will not infinitely recurse (#1607)
+- Fallback fill_null to canonical array ([#1600](https://github.com/spiraldb/vortex/pull/1600))
+- Fix search sorted casting ([#1579](https://github.com/spiraldb/vortex/pull/1579))
+- implement binary_boolean for chunked encoding ([#1532](https://github.com/spiraldb/vortex/pull/1532))
+- Fuzz filter implementation respects data validity ([#1573](https://github.com/spiraldb/vortex/pull/1573))
+- Ensure patches don't turn arrays nullable ([#1565](https://github.com/spiraldb/vortex/pull/1565))
+- cleanups to support wasm32-wasip1 target (#1528)
+- Add `maybe_from` function to help downcast ArrayData into a specific encoded array without potentially capturing a backtrace ([#1560](https://github.com/spiraldb/vortex/pull/1560))
+- Narrow indices types during compression  ([#1558](https://github.com/spiraldb/vortex/pull/1558))
+- Store present stats as a bitset in metadata of chunked layout and remove inline dtype layout ([#1555](https://github.com/spiraldb/vortex/pull/1555))
+- ArrayNBytes includes size of arrays metadata ([#1549](https://github.com/spiraldb/vortex/pull/1549))
+- Array Builders ([#1543](https://github.com/spiraldb/vortex/pull/1543))
+- Like expression supports negated and case_sensitive arguments ([#1537](https://github.com/spiraldb/vortex/pull/1537))
+- Add ArrowPrimitiveType ([#1540](https://github.com/spiraldb/vortex/pull/1540))
+- Add lists to vortex ([#1524](https://github.com/spiraldb/vortex/pull/1524))
+- Add LIKE operator ([#1525](https://github.com/spiraldb/vortex/pull/1525))
+- Use filter in RowMask::evaluate ([#1515](https://github.com/spiraldb/vortex/pull/1515))
+- Remove with_dyn and ArrayDef ([#1503](https://github.com/spiraldb/vortex/pull/1503))
+- Variants VTable ([#1501](https://github.com/spiraldb/vortex/pull/1501))
+- Short-circuit BoolArray null count ([#1509](https://github.com/spiraldb/vortex/pull/1509))
+- Move invert from BoolArrayTrait to InvertFn ([#1490](https://github.com/spiraldb/vortex/pull/1490))
+- Remove uses of with_dyn for validity ([#1487](https://github.com/spiraldb/vortex/pull/1487))
+- Make BinaryBooleanFn consistent with CompareFn ([#1488](https://github.com/spiraldb/vortex/pull/1488))
+- Flatten unary compute mod ([#1489](https://github.com/spiraldb/vortex/pull/1489))
+
+## `vortex-alp` - [0.21.1](https://github.com/spiraldb/vortex/compare/vortex-alp-v0.20.0...vortex-alp-v0.21.1) - 2024-12-16
+
+### Added
+
+- faster Patches::take & use patches in alp-rd & sparse (#1628)
+
+### Other
+
+- add an unsafe take_unchecked to TakeFn for bounds check ellision (#1611)
+- Patches Utility ([#1601](https://github.com/spiraldb/vortex/pull/1601))
+- Speed up ALP decompress ([#1614](https://github.com/spiraldb/vortex/pull/1614))
+- Remove ALP compare ([#1603](https://github.com/spiraldb/vortex/pull/1603))
+- cleanups to support wasm32-wasip1 target (#1528)
+- Add `maybe_from` function to help downcast ArrayData into a specific encoded array without potentially capturing a backtrace ([#1560](https://github.com/spiraldb/vortex/pull/1560))
+- ALP Mask clone ([#1522](https://github.com/spiraldb/vortex/pull/1522))
+- Variants VTable ([#1501](https://github.com/spiraldb/vortex/pull/1501))
+- Remove uses of with_dyn for validity ([#1487](https://github.com/spiraldb/vortex/pull/1487))
+- Flatten unary compute mod ([#1489](https://github.com/spiraldb/vortex/pull/1489))
+
+## `vortex` - [0.21.1](https://github.com/spiraldb/vortex/compare/0.20.0...0.21.1) - 2024-12-16
+
+### Other
+
+- cleanups to support wasm32-wasip1 target (#1528)
+
 ## `vortex-datafusion` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-datafusion-v0.19.0...vortex-datafusion-v0.20.0) - 2024-11-26
 
 ### Fixed
+
 - Remove redundant len/is_empty implementations on typed array structs ([#1384](https://github.com/spiraldb/vortex/pull/1384))
 
 ### Other
+
 - :read_selection uses immutable reference ([#1295](https://github.com/spiraldb/vortex/pull/1295))
 - Move dispatcher into vortex io from vortex file ([#1385](https://github.com/spiraldb/vortex/pull/1385))
 - Remove TypedArray, make InnerArrayData non-pub ([#1378](https://github.com/spiraldb/vortex/pull/1378))
@@ -23,9 +452,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-zigzag` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-zigzag-v0.19.0...vortex-zigzag-v0.20.0) - 2024-11-26
 
 ### Fixed
+
 - Remove redundant len/is_empty implementations on typed array structs ([#1384](https://github.com/spiraldb/vortex/pull/1384))
 
 ### Other
+
 - Validity VTable ([#1454](https://github.com/spiraldb/vortex/pull/1454))
 - Remove ArrayCompute ([#1446](https://github.com/spiraldb/vortex/pull/1446))
 - Visitor VTable ([#1445](https://github.com/spiraldb/vortex/pull/1445))
@@ -40,13 +471,16 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-runend-bool` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-runend-bool-v0.19.0...vortex-runend-bool-v0.20.0) - 2024-11-26
 
 ### Added
+
 - run end bool compressor ([#1355](https://github.com/spiraldb/vortex/pull/1355))
 
 ### Fixed
+
 - RunEndBool stats and slice accounts for offsets ([#1428](https://github.com/spiraldb/vortex/pull/1428))
 - Remove redundant len/is_empty implementations on typed array structs ([#1384](https://github.com/spiraldb/vortex/pull/1384))
 
 ### Other
+
 - Validity VTable ([#1454](https://github.com/spiraldb/vortex/pull/1454))
 - Remove ArrayCompute ([#1446](https://github.com/spiraldb/vortex/pull/1446))
 - Visitor VTable ([#1445](https://github.com/spiraldb/vortex/pull/1445))
@@ -63,12 +497,15 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-runend` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-runend-v0.19.0...vortex-runend-v0.20.0) - 2024-11-26
 
 ### Added
+
 - cache FilterMask iterators ([#1351](https://github.com/spiraldb/vortex/pull/1351))
 
 ### Fixed
+
 - Remove redundant len/is_empty implementations on typed array structs ([#1384](https://github.com/spiraldb/vortex/pull/1384))
 
 ### Other
+
 - Validity VTable ([#1454](https://github.com/spiraldb/vortex/pull/1454))
 - Remove ArrayCompute ([#1446](https://github.com/spiraldb/vortex/pull/1446))
 - Visitor VTable ([#1445](https://github.com/spiraldb/vortex/pull/1445))
@@ -98,10 +535,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-roaring` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-roaring-v0.19.0...vortex-roaring-v0.20.0) - 2024-11-26
 
 ### Fixed
+
 - Remove redundant len/is_empty implementations on typed array structs ([#1384](https://github.com/spiraldb/vortex/pull/1384))
 - Bool arrays with one value and rest being nulls are not constant ([#1360](https://github.com/spiraldb/vortex/pull/1360))
 
 ### Other
+
 - Validity VTable ([#1454](https://github.com/spiraldb/vortex/pull/1454))
 - Remove ArrayCompute ([#1446](https://github.com/spiraldb/vortex/pull/1446))
 - Visitor VTable ([#1445](https://github.com/spiraldb/vortex/pull/1445))
@@ -117,12 +556,15 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-fsst` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-fsst-v0.19.0...vortex-fsst-v0.20.0) - 2024-11-26
 
 ### Added
+
 - cache FilterMask iterators ([#1351](https://github.com/spiraldb/vortex/pull/1351))
 
 ### Fixed
+
 - Remove redundant len/is_empty implementations on typed array structs ([#1384](https://github.com/spiraldb/vortex/pull/1384))
 
 ### Other
+
 - Validity VTable ([#1454](https://github.com/spiraldb/vortex/pull/1454))
 - Remove ArrayCompute ([#1446](https://github.com/spiraldb/vortex/pull/1446))
 - Visitor VTable ([#1445](https://github.com/spiraldb/vortex/pull/1445))
@@ -143,17 +585,20 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-sampling-compressor` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-sampling-compressor-v0.19.0...vortex-sampling-compressor-v0.20.0) - 2024-11-26
 
 ### Added
+
 - split computations of stats for VarBin & VarBinView ([#1457](https://github.com/spiraldb/vortex/pull/1457))
 - run end bool compressor ([#1355](https://github.com/spiraldb/vortex/pull/1355))
 - add stat for uncompressed size in bytes ([#1315](https://github.com/spiraldb/vortex/pull/1315))
 
 ### Fixed
+
 - FSST compress-like child indices ([#1480](https://github.com/spiraldb/vortex/pull/1480))
 - compress_noci benchmark broken on develop ([#1450](https://github.com/spiraldb/vortex/pull/1450))
 - CompressionTrees diverge from the actual array children  ([#1430](https://github.com/spiraldb/vortex/pull/1430))
 - Remove redundant len/is_empty implementations on typed array structs ([#1384](https://github.com/spiraldb/vortex/pull/1384))
 
 ### Other
+
 - Hash and PartialEq EncodingId only by the numeric value ([#1391](https://github.com/spiraldb/vortex/pull/1391))
 - Remove TypedArray, make InnerArrayData non-pub ([#1378](https://github.com/spiraldb/vortex/pull/1378))
 - Add helper function to unpack constant scalar out of array ([#1373](https://github.com/spiraldb/vortex/pull/1373))
@@ -163,13 +608,16 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-ipc` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-ipc-v0.19.0...vortex-ipc-v0.20.0) - 2024-11-26
 
 ### Added
+
 - VortexFileWriter is Send ([#1479](https://github.com/spiraldb/vortex/pull/1479))
 - eliminate VortexRead, replace with struct VortexBufReader ([#1349](https://github.com/spiraldb/vortex/pull/1349))
 
 ### Fixed
+
 - restore reading of inline dtype layout ([#1442](https://github.com/spiraldb/vortex/pull/1442))
 
 ### Other
+
 - FilterFn vtable ([#1390](https://github.com/spiraldb/vortex/pull/1390))
 - Remove TypedArray, make InnerArrayData non-pub ([#1378](https://github.com/spiraldb/vortex/pull/1378))
 - Move ArrayData into a module ([#1370](https://github.com/spiraldb/vortex/pull/1370))
@@ -179,14 +627,17 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-io` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-io-v0.19.0...vortex-io-v0.20.0) - 2024-11-26
 
 ### Added
+
 - implement SizeLimitedStream for backpressure ([#1477](https://github.com/spiraldb/vortex/pull/1477))
 - add optional instrumentation to readers ([#1431](https://github.com/spiraldb/vortex/pull/1431))
 - eliminate VortexRead, replace with struct VortexBufReader ([#1349](https://github.com/spiraldb/vortex/pull/1349))
 
 ### Fixed
+
 - allocate aligned buffers for VortexReadAt impls ([#1456](https://github.com/spiraldb/vortex/pull/1456))
 
 ### Other
+
 - Make the VortexReadAt::size method return an io::Result ([#1471](https://github.com/spiraldb/vortex/pull/1471))
 - Update name of thread and set max blocking threads to once ([#1419](https://github.com/spiraldb/vortex/pull/1419))
 - Move dispatcher into vortex io from vortex file ([#1385](https://github.com/spiraldb/vortex/pull/1385))
@@ -194,6 +645,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-file` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-file-v0.19.0...vortex-file-v0.20.0) - 2024-11-26
 
 ### Added
+
 - VortexFileWriter is Send ([#1479](https://github.com/spiraldb/vortex/pull/1479))
 - support Identity in pruner ([#1441](https://github.com/spiraldb/vortex/pull/1441))
 - RowFilter is a valid pruning predicate ([#1438](https://github.com/spiraldb/vortex/pull/1438))
@@ -205,6 +657,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - eliminate VortexRead, replace with struct VortexBufReader ([#1349](https://github.com/spiraldb/vortex/pull/1349))
 
 ### Fixed
+
 - allocate aligned buffers for VortexReadAt impls ([#1456](https://github.com/spiraldb/vortex/pull/1456))
 - restore reading of inline dtype layout ([#1442](https://github.com/spiraldb/vortex/pull/1442))
 - required stats are relations not maps ([#1432](https://github.com/spiraldb/vortex/pull/1432))
@@ -212,6 +665,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Remove redundant len/is_empty implementations on typed array structs ([#1384](https://github.com/spiraldb/vortex/pull/1384))
 
 ### Other
+
 - Make the VortexReadAt::size method return an io::Result ([#1471](https://github.com/spiraldb/vortex/pull/1471))
 - Remove array iterators ([#1451](https://github.com/spiraldb/vortex/pull/1451))
 - :read_selection uses immutable reference ([#1295](https://github.com/spiraldb/vortex/pull/1295))
@@ -233,9 +687,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-expr` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-expr-v0.19.0...vortex-expr-v0.20.0) - 2024-11-26
 
 ### Added
+
 - support Identity in pruner ([#1441](https://github.com/spiraldb/vortex/pull/1441))
 
 ### Other
+
 - Remove TypedArray, make InnerArrayData non-pub ([#1378](https://github.com/spiraldb/vortex/pull/1378))
 - Change Datafusion integration to FileFormat instead of a TableProvider ([#1364](https://github.com/spiraldb/vortex/pull/1364))
 - Remove BoolArray::from_vec ([#1332](https://github.com/spiraldb/vortex/pull/1332))
@@ -243,13 +699,16 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-dict` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-dict-v0.19.0...vortex-dict-v0.20.0) - 2024-11-26
 
 ### Added
+
 - cache FilterMask iterators ([#1351](https://github.com/spiraldb/vortex/pull/1351))
 
 ### Fixed
+
 - CompressionTrees diverge from the actual array children  ([#1430](https://github.com/spiraldb/vortex/pull/1430))
 - Remove redundant len/is_empty implementations on typed array structs ([#1384](https://github.com/spiraldb/vortex/pull/1384))
 
 ### Other
+
 - Validity VTable ([#1454](https://github.com/spiraldb/vortex/pull/1454))
 - Implement NBytes only using visitor ([#1449](https://github.com/spiraldb/vortex/pull/1449))
 - Remove ArrayCompute ([#1446](https://github.com/spiraldb/vortex/pull/1446))
@@ -272,9 +731,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-datetime-parts` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-datetime-parts-v0.19.0...vortex-datetime-parts-v0.20.0) - 2024-11-26
 
 ### Fixed
+
 - Remove redundant len/is_empty implementations on typed array structs ([#1384](https://github.com/spiraldb/vortex/pull/1384))
 
 ### Other
+
 - Validity VTable ([#1454](https://github.com/spiraldb/vortex/pull/1454))
 - Remove ArrayCompute ([#1446](https://github.com/spiraldb/vortex/pull/1446))
 - Visitor VTable ([#1445](https://github.com/spiraldb/vortex/pull/1445))
@@ -293,9 +754,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-bytebool` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-bytebool-v0.19.0...vortex-bytebool-v0.20.0) - 2024-11-26
 
 ### Fixed
+
 - Remove redundant len/is_empty implementations on typed array structs ([#1384](https://github.com/spiraldb/vortex/pull/1384))
 
 ### Other
+
 - Validity VTable ([#1454](https://github.com/spiraldb/vortex/pull/1454))
 - Remove ArrayCompute ([#1446](https://github.com/spiraldb/vortex/pull/1446))
 - Visitor VTable ([#1445](https://github.com/spiraldb/vortex/pull/1445))
@@ -316,14 +779,17 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-fastlanes` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-fastlanes-v0.19.0...vortex-fastlanes-v0.20.0) - 2024-11-26
 
 ### Added
+
 - cache FilterMask iterators ([#1351](https://github.com/spiraldb/vortex/pull/1351))
 
 ### Fixed
+
 - CompressionTrees diverge from the actual array children  ([#1430](https://github.com/spiraldb/vortex/pull/1430))
 - BitPackedArray filter correctly stores fully unpacked chunks ([#1393](https://github.com/spiraldb/vortex/pull/1393))
 - Remove redundant len/is_empty implementations on typed array structs ([#1384](https://github.com/spiraldb/vortex/pull/1384))
 
 ### Other
+
 - Validity VTable ([#1454](https://github.com/spiraldb/vortex/pull/1454))
 - Implement NBytes only using visitor ([#1449](https://github.com/spiraldb/vortex/pull/1449))
 - Remove ArrayCompute ([#1446](https://github.com/spiraldb/vortex/pull/1446))
@@ -348,40 +814,48 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-scalar` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-scalar-v0.19.0...vortex-scalar-v0.20.0) - 2024-11-26
 
 ### Other
+
 - PValue PartialEq uses NativePType aware equality ([#1374](https://github.com/spiraldb/vortex/pull/1374))
 
 ## `vortex-flatbuffers` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-flatbuffers-v0.19.0...vortex-flatbuffers-v0.20.0) - 2024-11-26
 
 ### Added
+
 - add stat for uncompressed size in bytes ([#1315](https://github.com/spiraldb/vortex/pull/1315))
 
 ## `vortex-dtype` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-dtype-v0.19.0...vortex-dtype-v0.20.0) - 2024-11-26
 
 ### Other
+
 - :read_selection uses immutable reference ([#1295](https://github.com/spiraldb/vortex/pull/1295))
 
 ## `vortex-buffer` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-buffer-v0.19.0...vortex-buffer-v0.20.0) - 2024-11-26
 
 ### Added
+
 - VortexFileWriter is Send ([#1479](https://github.com/spiraldb/vortex/pull/1479))
 
 ### Other
+
 - Always zero-copy from VortexBuffer to ArrowBuffer ([#1348](https://github.com/spiraldb/vortex/pull/1348))
 
 ## `vortex-array` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-array-v0.19.0...vortex-array-v0.20.0) - 2024-11-26
 
 ### Added
+
 - split computations of stats for VarBin & VarBinView ([#1457](https://github.com/spiraldb/vortex/pull/1457))
 - don't write leading/trailing zero histograms into file ([#1372](https://github.com/spiraldb/vortex/pull/1372))
 - add stat for uncompressed size in bytes ([#1315](https://github.com/spiraldb/vortex/pull/1315))
 - cache FilterMask iterators ([#1351](https://github.com/spiraldb/vortex/pull/1351))
 
 ### Fixed
+
 - CompressionTrees diverge from the actual array children  ([#1430](https://github.com/spiraldb/vortex/pull/1430))
 - Remove redundant len/is_empty implementations on typed array structs ([#1384](https://github.com/spiraldb/vortex/pull/1384))
 - Bool arrays with one value and rest being nulls are not constant ([#1360](https://github.com/spiraldb/vortex/pull/1360))
 
 ### Other
+
 - Use array len as denominator for selectivity ([#1468](https://github.com/spiraldb/vortex/pull/1468))
 - Validity VTable ([#1454](https://github.com/spiraldb/vortex/pull/1454))
 - Remove array iterators ([#1451](https://github.com/spiraldb/vortex/pull/1451))
@@ -428,12 +902,15 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-alp` - [0.20.0](https://github.com/spiraldb/vortex/compare/vortex-alp-v0.19.0...vortex-alp-v0.20.0) - 2024-11-26
 
 ### Added
+
 - cache FilterMask iterators ([#1351](https://github.com/spiraldb/vortex/pull/1351))
 
 ### Fixed
+
 - Remove redundant len/is_empty implementations on typed array structs ([#1384](https://github.com/spiraldb/vortex/pull/1384))
 
 ### Other
+
 - Validity VTable ([#1454](https://github.com/spiraldb/vortex/pull/1454))
 - Remove array iterators ([#1451](https://github.com/spiraldb/vortex/pull/1451))
 - Remove ArrayCompute ([#1446](https://github.com/spiraldb/vortex/pull/1446))
@@ -457,25 +934,30 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex` - [0.20.0](https://github.com/spiraldb/vortex/compare/0.19.0...0.20.0) - 2024-11-26
 
 ### Other
+
 - :read_selection uses immutable reference ([#1295](https://github.com/spiraldb/vortex/pull/1295))
 - Move dispatcher into vortex io from vortex file ([#1385](https://github.com/spiraldb/vortex/pull/1385))
 
 ## `vortex-ipc` - [0.19.0](https://github.com/spiraldb/vortex/compare/vortex-ipc-v0.18.1...vortex-ipc-v0.19.0) - 2024-11-15
 
 ### Added
+
 - return Bytes from readers ([#1330](https://github.com/spiraldb/vortex/pull/1330))
 
 ## `vortex-io` - [0.19.0](https://github.com/spiraldb/vortex/compare/vortex-io-v0.18.1...vortex-io-v0.19.0) - 2024-11-15
 
 ### Added
+
 - return Bytes from readers ([#1330](https://github.com/spiraldb/vortex/pull/1330))
 
 ## `vortex-file` - [0.19.0](https://github.com/spiraldb/vortex/compare/vortex-file-v0.18.1...vortex-file-v0.19.0) - 2024-11-15
 
 ### Added
+
 - return Bytes from readers ([#1330](https://github.com/spiraldb/vortex/pull/1330))
 
 ### Other
+
 - Rename Array -> ArrayData ([#1316](https://github.com/spiraldb/vortex/pull/1316))
 - Restore perfoamnce of filter bitmask to bitmap conversion for dense rowmasks ([#1302](https://github.com/spiraldb/vortex/pull/1302))
 - Reuse the IoDispatcher across DataFusion instances ([#1299](https://github.com/spiraldb/vortex/pull/1299))
@@ -484,6 +966,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-file` - [0.18.1](https://github.com/spiraldb/vortex/compare/vortex-file-v0.18.0...vortex-file-v0.18.1) - 2024-11-15
 
 ### Other
+
 - Rename Array -> ArrayData ([#1316](https://github.com/spiraldb/vortex/pull/1316))
 - Restore perfoamnce of filter bitmask to bitmap conversion for dense rowmasks ([#1302](https://github.com/spiraldb/vortex/pull/1302))
 - Reuse the IoDispatcher across DataFusion instances ([#1299](https://github.com/spiraldb/vortex/pull/1299))
@@ -492,11 +975,13 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-flatbuffers` - [0.18.1](https://github.com/spiraldb/vortex/compare/vortex-flatbuffers-v0.18.0...vortex-flatbuffers-v0.18.1) - 2024-11-15
 
 ### Fixed
+
 - use correct feature flags for vortex-ipc -> vortex-fbs dep ([#1328](https://github.com/spiraldb/vortex/pull/1328))
 
 ## `vortex-file` - [0.18.0](https://github.com/spiraldb/vortex/compare/vortex-file-v0.17.0...vortex-file-v0.18.0) - 2024-11-15
 
 ### Other
+
 - Rename Array -> ArrayData ([#1316](https://github.com/spiraldb/vortex/pull/1316))
 - Restore perfoamnce of filter bitmask to bitmap conversion for dense rowmasks ([#1302](https://github.com/spiraldb/vortex/pull/1302))
 - Reuse the IoDispatcher across DataFusion instances ([#1299](https://github.com/spiraldb/vortex/pull/1299))
@@ -505,16 +990,19 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-datetime-parts` - [0.18.0](https://github.com/spiraldb/vortex/compare/vortex-datetime-parts-v0.17.0...vortex-datetime-parts-v0.18.0) - 2024-11-15
 
 ### Other
+
 - Canonicalize constant array with extension dtype ([#1322](https://github.com/spiraldb/vortex/pull/1322))
 
 ## `vortex-array` - [0.18.0](https://github.com/spiraldb/vortex/compare/vortex-array-v0.17.0...vortex-array-v0.18.0) - 2024-11-15
 
 ### Other
+
 - Canonicalize constant array with extension dtype ([#1322](https://github.com/spiraldb/vortex/pull/1322))
 
 ## `vortex-file` - [0.17.0](https://github.com/spiraldb/vortex/releases/tag/vortex-file-v0.17.0) - 2024-11-15
 
 ### Other
+
 - Rename Array -> ArrayData ([#1316](https://github.com/spiraldb/vortex/pull/1316))
 - Restore perfoamnce of filter bitmask to bitmap conversion for dense rowmasks ([#1302](https://github.com/spiraldb/vortex/pull/1302))
 - Reuse the IoDispatcher across DataFusion instances ([#1299](https://github.com/spiraldb/vortex/pull/1299))
@@ -523,6 +1011,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-datafusion` - [0.17.0](https://github.com/spiraldb/vortex/compare/vortex-datafusion-v0.16.0...vortex-datafusion-v0.17.0) - 2024-11-15
 
 ### Other
+
 - Shuffle datafusion provider ([#1312](https://github.com/spiraldb/vortex/pull/1312))
 - Reuse the IoDispatcher across DataFusion instances ([#1299](https://github.com/spiraldb/vortex/pull/1299))
 - replace vortex-serde with 3 crates ([#1296](https://github.com/spiraldb/vortex/pull/1296))
@@ -531,37 +1020,44 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-zigzag` - [0.17.0](https://github.com/spiraldb/vortex/compare/vortex-zigzag-v0.16.0...vortex-zigzag-v0.17.0) - 2024-11-15
 
 ### Added
+
 - split computation of primitive statistics ([#1306](https://github.com/spiraldb/vortex/pull/1306))
 - stats implementations for more array types ([#1305](https://github.com/spiraldb/vortex/pull/1305))
 
 ## `vortex-runend-bool` - [0.17.0](https://github.com/spiraldb/vortex/compare/vortex-runend-bool-v0.16.0...vortex-runend-bool-v0.17.0) - 2024-11-15
 
 ### Added
+
 - stats implementations for more array types ([#1305](https://github.com/spiraldb/vortex/pull/1305))
 
 ## `vortex-runend` - [0.17.0](https://github.com/spiraldb/vortex/compare/vortex-runend-v0.16.0...vortex-runend-v0.17.0) - 2024-11-15
 
 ### Added
+
 - split computation of primitive statistics ([#1306](https://github.com/spiraldb/vortex/pull/1306))
 - stats implementations for more array types ([#1305](https://github.com/spiraldb/vortex/pull/1305))
 
 ## `vortex-roaring` - [0.17.0](https://github.com/spiraldb/vortex/compare/vortex-roaring-v0.16.0...vortex-roaring-v0.17.0) - 2024-11-15
 
 ### Added
+
 - stats implementations for more array types ([#1305](https://github.com/spiraldb/vortex/pull/1305))
 
 ## `vortex-sampling-compressor` - [0.17.0](https://github.com/spiraldb/vortex/compare/vortex-sampling-compressor-v0.16.0...vortex-sampling-compressor-v0.17.0) - 2024-11-15
 
 ### Added
+
 - stats implementations for more array types ([#1305](https://github.com/spiraldb/vortex/pull/1305))
 
 ## `vortex-io` - [0.17.0](https://github.com/spiraldb/vortex/compare/vortex-io-v0.16.0...vortex-io-v0.17.0) - 2024-11-15
 
 ### Fixed
+
 - update setup instructions (rye -> uv) ([#1176](https://github.com/spiraldb/vortex/pull/1176))
 - fix docs badge in readme ([#753](https://github.com/spiraldb/vortex/pull/753))
 
 ### Other
+
 - replace vortex-serde with 3 crates ([#1296](https://github.com/spiraldb/vortex/pull/1296))
 - deny missing_docs on vortex-dtype ([#1182](https://github.com/spiraldb/vortex/pull/1182))
 - very small README.md fixes
@@ -589,6 +1085,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-file` - [0.17.0](https://github.com/spiraldb/vortex/compare/vortex-file-v0.16.0...vortex-file-v0.17.0) - 2024-11-15
 
 ### Other
+
 - Restore perfoamnce of filter bitmask to bitmap conversion for dense rowmasks ([#1302](https://github.com/spiraldb/vortex/pull/1302))
 - Reuse the IoDispatcher across DataFusion instances ([#1299](https://github.com/spiraldb/vortex/pull/1299))
 - replace vortex-serde with 3 crates ([#1296](https://github.com/spiraldb/vortex/pull/1296))
@@ -596,86 +1093,104 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-expr` - [0.17.0](https://github.com/spiraldb/vortex/compare/vortex-expr-v0.16.0...vortex-expr-v0.17.0) - 2024-11-15
 
 ### Added
+
 - teach VortexExpr to Display ([#1293](https://github.com/spiraldb/vortex/pull/1293))
 
 ### Other
+
 - introduce ExprRef, teach expressions new_ref ([#1258](https://github.com/spiraldb/vortex/pull/1258))
 - Use itertools format for VortexExpr Display ([#1294](https://github.com/spiraldb/vortex/pull/1294))
 
 ## `vortex-dict` - [0.17.0](https://github.com/spiraldb/vortex/compare/vortex-dict-v0.16.0...vortex-dict-v0.17.0) - 2024-11-15
 
 ### Added
+
 - stats implementations for more array types ([#1305](https://github.com/spiraldb/vortex/pull/1305))
 
 ## `vortex-datetime-parts` - [0.17.0](https://github.com/spiraldb/vortex/compare/vortex-datetime-parts-v0.16.0...vortex-datetime-parts-v0.17.0) - 2024-11-15
 
 ### Added
+
 - stats implementations for more array types ([#1305](https://github.com/spiraldb/vortex/pull/1305))
 
 ## `vortex-fastlanes` - [0.17.0](https://github.com/spiraldb/vortex/compare/vortex-fastlanes-v0.16.0...vortex-fastlanes-v0.17.0) - 2024-11-15
 
 ### Added
+
 - split computation of primitive statistics ([#1306](https://github.com/spiraldb/vortex/pull/1306))
 - stats implementations for more array types ([#1305](https://github.com/spiraldb/vortex/pull/1305))
 
 ## `vortex-scalar` - [0.17.0](https://github.com/spiraldb/vortex/compare/vortex-scalar-v0.16.0...vortex-scalar-v0.17.0) - 2024-11-15
 
 ### Added
+
 - split computation of primitive statistics ([#1306](https://github.com/spiraldb/vortex/pull/1306))
 
 ## `vortex-flatbuffers` - [0.17.0](https://github.com/spiraldb/vortex/compare/vortex-flatbuffers-v0.16.0...vortex-flatbuffers-v0.17.0) - 2024-11-15
 
 ### Other
+
 - replace vortex-serde with 3 crates ([#1296](https://github.com/spiraldb/vortex/pull/1296))
 
 ## `vortex-dtype` - [0.17.0](https://github.com/spiraldb/vortex/compare/vortex-dtype-v0.16.0...vortex-dtype-v0.17.0) - 2024-11-15
 
 ### Added
+
 - split computation of primitive statistics ([#1306](https://github.com/spiraldb/vortex/pull/1306))
 
 ### Other
+
 - Extract RowMask creation and filtering to separate struct ([#1272](https://github.com/spiraldb/vortex/pull/1272))
 
 ## `vortex-array` - [0.17.0](https://github.com/spiraldb/vortex/compare/vortex-array-v0.16.0...vortex-array-v0.17.0) - 2024-11-15
 
 ### Added
+
 - split computation of primitive statistics ([#1306](https://github.com/spiraldb/vortex/pull/1306))
 - stats implementations for more array types ([#1305](https://github.com/spiraldb/vortex/pull/1305))
 - run VortexFileArrayStream on dedicated IoDispatcher ([#1232](https://github.com/spiraldb/vortex/pull/1232))
 
 ### Other
+
 - Faster boolean stats ([#1301](https://github.com/spiraldb/vortex/pull/1301))
 - Extract RowMask creation and filtering to separate struct ([#1272](https://github.com/spiraldb/vortex/pull/1272))
 
 ## `vortex` - [0.17.0](https://github.com/spiraldb/vortex/compare/0.16.0...0.17.0) - 2024-11-15
 
 ### Other
+
 - replace vortex-serde with 3 crates ([#1296](https://github.com/spiraldb/vortex/pull/1296))
 
 ## `vortex-serde` - [0.16.0](https://github.com/spiraldb/vortex/compare/vortex-serde-v0.15.2...vortex-serde-v0.16.0) - 2024-11-13
 
 ### Added
+
 - kleene_or, kleene_and, and restore SQL semantics ([#1284](https://github.com/spiraldb/vortex/pull/1284))
 
 ### Fixed
+
 - clarify and vs and_kleene in stream.rs and filtering.rs ([#1289](https://github.com/spiraldb/vortex/pull/1289))
 
 ## `vortex-expr` - [0.16.0](https://github.com/spiraldb/vortex/compare/vortex-expr-v0.15.2...vortex-expr-v0.16.0) - 2024-11-13
 
 ### Added
+
 - kleene_or, kleene_and, and restore SQL semantics ([#1284](https://github.com/spiraldb/vortex/pull/1284))
 
 ## `vortex-array` - [0.16.0](https://github.com/spiraldb/vortex/compare/vortex-array-v0.15.2...vortex-array-v0.16.0) - 2024-11-13
 
 ### Added
+
 - kleene_or, kleene_and, and restore SQL semantics ([#1284](https://github.com/spiraldb/vortex/pull/1284))
 
 ## `vortex-datafusion` - [0.15.2](https://github.com/spiraldb/vortex/compare/vortex-datafusion-v0.14.0...vortex-datafusion-v0.15.2) - 2024-11-13
 
 ### Added
+
 - [**breaking**] standardize file format names & stop wrapping Footer contents in messages ([#1275](https://github.com/spiraldb/vortex/pull/1275))
 
 ### Other
+
 - *(deps)* update datafusion to v43 (major) ([#1261](https://github.com/spiraldb/vortex/pull/1261))
 - Remove unused dependencies ([#1256](https://github.com/spiraldb/vortex/pull/1256))
 - some documentation of the layout reading system ([#1225](https://github.com/spiraldb/vortex/pull/1225))
@@ -684,6 +1199,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-serde` - [0.15.2](https://github.com/spiraldb/vortex/compare/vortex-serde-v0.14.0...vortex-serde-v0.15.2) - 2024-11-13
 
 ### Added
+
 - [**breaking**] standardize file format names & stop wrapping Footer contents in messages ([#1275](https://github.com/spiraldb/vortex/pull/1275))
 - do not read fully masked-out layouts ([#1251](https://github.com/spiraldb/vortex/pull/1251))
 - prefer take to filter for very sparse masks ([#1249](https://github.com/spiraldb/vortex/pull/1249))
@@ -691,9 +1207,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - teach PrimitiveArrayTrait iterate_primitive_array! and RowMask from_index_array ([#1241](https://github.com/spiraldb/vortex/pull/1241))
 
 ### Fixed
+
 - fix NotEq case in anticipation of non-literals ([#1260](https://github.com/spiraldb/vortex/pull/1260))
 
 ### Other
+
 - Trim dev arrow dependencies to individual packages ([#1259](https://github.com/spiraldb/vortex/pull/1259))
 - rework LayoutBatchStream for legibility ([#1245](https://github.com/spiraldb/vortex/pull/1245))
 - rename ArrayBufferReader to ArrayMessageReader and move messages around ([#1254](https://github.com/spiraldb/vortex/pull/1254))
@@ -708,19 +1226,23 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-zigzag` - [0.15.2](https://github.com/spiraldb/vortex/compare/vortex-zigzag-v0.14.0...vortex-zigzag-v0.15.2) - 2024-11-13
 
 ### Added
+
 - teach PrimitiveArrayTrait iterate_primitive_array! and RowMask from_index_array ([#1241](https://github.com/spiraldb/vortex/pull/1241))
 
 ### Other
+
 - Remove unused dependencies ([#1256](https://github.com/spiraldb/vortex/pull/1256))
 
 ## `vortex-sampling-compressor` - [0.15.2](https://github.com/spiraldb/vortex/compare/vortex-sampling-compressor-v0.14.0...vortex-sampling-compressor-v0.15.2) - 2024-11-13
 
 ### Added
+
 - eagerly compute pruning stats during compression ([#1252](https://github.com/spiraldb/vortex/pull/1252))
 - propagate statistics through compression ([#1236](https://github.com/spiraldb/vortex/pull/1236))
 - teach PrimitiveArrayTrait iterate_primitive_array! and RowMask from_index_array ([#1241](https://github.com/spiraldb/vortex/pull/1241))
 
 ### Other
+
 - split out sampling compressor ([#1262](https://github.com/spiraldb/vortex/pull/1262))
 - port random access benchmark to layouts ([#1246](https://github.com/spiraldb/vortex/pull/1246))
 - Enable more lints about unused lifetimes and unnecessary prefixes ([#1233](https://github.com/spiraldb/vortex/pull/1233))
@@ -729,37 +1251,45 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-runend-bool` - [0.15.2](https://github.com/spiraldb/vortex/compare/vortex-runend-bool-v0.14.0...vortex-runend-bool-v0.15.2) - 2024-11-13
 
 ### Added
+
 - teach PrimitiveArrayTrait iterate_primitive_array! and RowMask from_index_array ([#1241](https://github.com/spiraldb/vortex/pull/1241))
 
 ### Other
+
 - Add Not vortex expr and use it in pruning expression conversion ([#1213](https://github.com/spiraldb/vortex/pull/1213))
 
 ## `vortex-runend` - [0.15.2](https://github.com/spiraldb/vortex/compare/vortex-runend-v0.14.0...vortex-runend-v0.15.2) - 2024-11-13
 
 ### Added
+
 - teach PrimitiveArrayTrait iterate_primitive_array! and RowMask from_index_array ([#1241](https://github.com/spiraldb/vortex/pull/1241))
 
 ## `vortex-roaring` - [0.15.2](https://github.com/spiraldb/vortex/compare/vortex-roaring-v0.14.0...vortex-roaring-v0.15.2) - 2024-11-13
 
 ### Added
+
 - teach PrimitiveArrayTrait iterate_primitive_array! and RowMask from_index_array ([#1241](https://github.com/spiraldb/vortex/pull/1241))
 
 ### Other
+
 - Remove unused dependencies ([#1256](https://github.com/spiraldb/vortex/pull/1256))
 - Add Not vortex expr and use it in pruning expression conversion ([#1213](https://github.com/spiraldb/vortex/pull/1213))
 
 ## `vortex-expr` - [0.15.2](https://github.com/spiraldb/vortex/compare/vortex-expr-v0.14.0...vortex-expr-v0.15.2) - 2024-11-13
 
 ### Other
+
 - Remove unused dependencies ([#1256](https://github.com/spiraldb/vortex/pull/1256))
 - Add Not vortex expr and use it in pruning expression conversion ([#1213](https://github.com/spiraldb/vortex/pull/1213))
 
 ## `vortex-dict` - [0.15.2](https://github.com/spiraldb/vortex/compare/vortex-dict-v0.14.0...vortex-dict-v0.15.2) - 2024-11-13
 
 ### Added
+
 - teach PrimitiveArrayTrait iterate_primitive_array! and RowMask from_index_array ([#1241](https://github.com/spiraldb/vortex/pull/1241))
 
 ### Other
+
 - Remove unused dependencies ([#1256](https://github.com/spiraldb/vortex/pull/1256))
 - cleanup dict encoding logic ([#1231](https://github.com/spiraldb/vortex/pull/1231))
 - Enable more lints about unused lifetimes and unnecessary prefixes ([#1233](https://github.com/spiraldb/vortex/pull/1233))
@@ -767,14 +1297,17 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-datetime-parts` - [0.15.2](https://github.com/spiraldb/vortex/compare/vortex-datetime-parts-v0.14.0...vortex-datetime-parts-v0.15.2) - 2024-11-13
 
 ### Other
+
 - Remove unused dependencies ([#1256](https://github.com/spiraldb/vortex/pull/1256))
 
 ## `vortex-bytebool` - [0.15.2](https://github.com/spiraldb/vortex/compare/vortex-bytebool-v0.14.0...vortex-bytebool-v0.15.2) - 2024-11-13
 
 ### Added
+
 - teach PrimitiveArrayTrait iterate_primitive_array! and RowMask from_index_array ([#1241](https://github.com/spiraldb/vortex/pull/1241))
 
 ### Other
+
 - Remove unused dependencies ([#1256](https://github.com/spiraldb/vortex/pull/1256))
 - Add Not vortex expr and use it in pruning expression conversion ([#1213](https://github.com/spiraldb/vortex/pull/1213))
 - Enable more lints about unused lifetimes and unnecessary prefixes ([#1233](https://github.com/spiraldb/vortex/pull/1233))
@@ -782,57 +1315,69 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-fastlanes` - [0.15.2](https://github.com/spiraldb/vortex/compare/vortex-fastlanes-v0.14.0...vortex-fastlanes-v0.15.2) - 2024-11-13
 
 ### Added
+
 - propagate statistics through compression ([#1236](https://github.com/spiraldb/vortex/pull/1236))
 - Support patching bool arrays, patch primitive array validity and use patching when canonicalizing sparse arrays ([#1218](https://github.com/spiraldb/vortex/pull/1218))
 - teach PrimitiveArrayTrait iterate_primitive_array! and RowMask from_index_array ([#1241](https://github.com/spiraldb/vortex/pull/1241))
 
 ### Other
+
 - Remove unused dependencies ([#1256](https://github.com/spiraldb/vortex/pull/1256))
 
 ## `vortex-scalar` - [0.15.2](https://github.com/spiraldb/vortex/compare/vortex-scalar-v0.14.0...vortex-scalar-v0.15.2) - 2024-11-13
 
 ### Added
+
 - propagate statistics through compression ([#1236](https://github.com/spiraldb/vortex/pull/1236))
 
 ### Other
+
 - Remove unused dependencies ([#1256](https://github.com/spiraldb/vortex/pull/1256))
 
 ## `vortex-flatbuffers` - [0.15.2](https://github.com/spiraldb/vortex/compare/vortex-flatbuffers-v0.14.0...vortex-flatbuffers-v0.15.2) - 2024-11-13
 
 ### Added
+
 - [**breaking**] standardize file format names & stop wrapping Footer contents in messages ([#1275](https://github.com/spiraldb/vortex/pull/1275))
 
 ### Other
+
 - Enable more lints about unused lifetimes and unnecessary prefixes ([#1233](https://github.com/spiraldb/vortex/pull/1233))
 - some documentation of the layout reading system ([#1225](https://github.com/spiraldb/vortex/pull/1225))
 
 ## `vortex-error` - [0.15.2](https://github.com/spiraldb/vortex/compare/vortex-error-v0.14.0...vortex-error-v0.15.2) - 2024-11-13
 
 ### Other
+
 - Annotate wrapped error in Context error type as #[source] ([#1265](https://github.com/spiraldb/vortex/pull/1265))
 - Enable more lints about unused lifetimes and unnecessary prefixes ([#1233](https://github.com/spiraldb/vortex/pull/1233))
 
 ## `vortex-datetime-dtype` - [0.15.2](https://github.com/spiraldb/vortex/compare/vortex-datetime-dtype-v0.14.0...vortex-datetime-dtype-v0.15.2) - 2024-11-13
 
 ### Other
+
 - Replace usages of lazy_static with LazyLock ([#1214](https://github.com/spiraldb/vortex/pull/1214))
 
 ## `vortex-buffer` - [0.15.2](https://github.com/spiraldb/vortex/compare/vortex-buffer-v0.14.0...vortex-buffer-v0.15.2) - 2024-11-13
 
 ### Other
+
 - move Buffer enum to private inner struct ([#1216](https://github.com/spiraldb/vortex/pull/1216))
 
 ## `vortex-array` - [0.15.2](https://github.com/spiraldb/vortex/compare/0.14.0...0.15.2) - 2024-11-13
 
 ### Added
+
 - propagate statistics through compression ([#1236](https://github.com/spiraldb/vortex/pull/1236))
 - Support patching bool arrays, patch primitive array validity and use patching when canonicalizing sparse arrays ([#1218](https://github.com/spiraldb/vortex/pull/1218))
 - teach PrimitiveArrayTrait iterate_primitive_array! and RowMask from_index_array ([#1241](https://github.com/spiraldb/vortex/pull/1241))
 
 ### Fixed
+
 - SparseArray canonicalize needs to correctly handle validity ([#1234](https://github.com/spiraldb/vortex/pull/1234))
 
 ### Other
+
 - Remove unused dependencies ([#1256](https://github.com/spiraldb/vortex/pull/1256))
 - Add Not vortex expr and use it in pruning expression conversion ([#1213](https://github.com/spiraldb/vortex/pull/1213))
 - cleanup dict encoding logic ([#1231](https://github.com/spiraldb/vortex/pull/1231))
@@ -844,165 +1389,201 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-alp` - [0.15.2](https://github.com/spiraldb/vortex/compare/vortex-alp-v0.14.0...vortex-alp-v0.15.2) - 2024-11-13
 
 ### Added
+
 - Support patching bool arrays, patch primitive array validity and use patching when canonicalizing sparse arrays ([#1218](https://github.com/spiraldb/vortex/pull/1218))
 - teach PrimitiveArrayTrait iterate_primitive_array! and RowMask from_index_array ([#1241](https://github.com/spiraldb/vortex/pull/1241))
 
 ### Other
+
 - Trim dev arrow dependencies to individual packages ([#1259](https://github.com/spiraldb/vortex/pull/1259))
 
 ## `vortex-datafusion` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-datafusion-v0.13.1...vortex-datafusion-v0.14.0) - 2024-11-04
 
 ### Added
+
 - it's a bird, it's a plane, it's vortex-all! ([#1140](https://github.com/spiraldb/vortex/pull/1140))
 - specify the storage_dtype in ExtDType ([#1007](https://github.com/spiraldb/vortex/pull/1007))
 
 ### Other
+
 - Filter pushdown over layouts ([#1124](https://github.com/spiraldb/vortex/pull/1124))
 
 ## `vortex-serde` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-serde-v0.13.1...vortex-serde-v0.14.0) - 2024-11-04
 
 ### Added
+
 - it's a bird, it's a plane, it's vortex-all! ([#1140](https://github.com/spiraldb/vortex/pull/1140))
 - store min, max, null count, and true count in column metadata ([#1164](https://github.com/spiraldb/vortex/pull/1164))
 
 ### Other
+
 - Filter pushdown over layouts ([#1124](https://github.com/spiraldb/vortex/pull/1124))
 
 ## `vortex-zigzag` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-zigzag-v0.13.1...vortex-zigzag-v0.14.0) - 2024-11-04
 
 ### Added
+
 - it's a bird, it's a plane, it's vortex-all! ([#1140](https://github.com/spiraldb/vortex/pull/1140))
 
 ## `vortex-sampling-compressor` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-sampling-compressor-v0.13.1...vortex-sampling-compressor-v0.14.0) - 2024-11-04
 
 ### Added
+
 - it's a bird, it's a plane, it's vortex-all! ([#1140](https://github.com/spiraldb/vortex/pull/1140))
 
 ## `vortex-runend-bool` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-runend-bool-v0.13.1...vortex-runend-bool-v0.14.0) - 2024-11-04
 
 ### Added
+
 - it's a bird, it's a plane, it's vortex-all! ([#1140](https://github.com/spiraldb/vortex/pull/1140))
 
 ## `vortex-runend` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-runend-v0.13.1...vortex-runend-v0.14.0) - 2024-11-04
 
 ### Added
+
 - it's a bird, it's a plane, it's vortex-all! ([#1140](https://github.com/spiraldb/vortex/pull/1140))
 
 ## `vortex-roaring` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-roaring-v0.13.1...vortex-roaring-v0.14.0) - 2024-11-04
 
 ### Added
+
 - it's a bird, it's a plane, it's vortex-all! ([#1140](https://github.com/spiraldb/vortex/pull/1140))
 
 ### Other
+
 - deny missing_docs on vortex-dtype ([#1182](https://github.com/spiraldb/vortex/pull/1182))
 
 ## `vortex-fsst` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-fsst-v0.13.1...vortex-fsst-v0.14.0) - 2024-11-04
 
 ### Added
+
 - it's a bird, it's a plane, it's vortex-all! ([#1140](https://github.com/spiraldb/vortex/pull/1140))
 
 ### Other
+
 - split CI into separate moldy jobs ([#1192](https://github.com/spiraldb/vortex/pull/1192))
 
 ## `vortex-expr` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-expr-v0.13.1...vortex-expr-v0.14.0) - 2024-11-04
 
 ### Added
+
 - it's a bird, it's a plane, it's vortex-all! ([#1140](https://github.com/spiraldb/vortex/pull/1140))
 
 ### Other
+
 - Filter pushdown over layouts ([#1124](https://github.com/spiraldb/vortex/pull/1124))
 
 ## `vortex-dict` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-dict-v0.13.1...vortex-dict-v0.14.0) - 2024-11-04
 
 ### Added
+
 - it's a bird, it's a plane, it's vortex-all! ([#1140](https://github.com/spiraldb/vortex/pull/1140))
 
 ## `vortex-datetime-parts` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-datetime-parts-v0.13.1...vortex-datetime-parts-v0.14.0) - 2024-11-04
 
 ### Added
+
 - it's a bird, it's a plane, it's vortex-all! ([#1140](https://github.com/spiraldb/vortex/pull/1140))
 - specify the storage_dtype in ExtDType ([#1007](https://github.com/spiraldb/vortex/pull/1007))
 
 ## `vortex-bytebool` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-bytebool-v0.13.1...vortex-bytebool-v0.14.0) - 2024-11-04
 
 ### Added
+
 - it's a bird, it's a plane, it's vortex-all! ([#1140](https://github.com/spiraldb/vortex/pull/1140))
 
 ## `vortex-fastlanes` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-fastlanes-v0.13.1...vortex-fastlanes-v0.14.0) - 2024-11-04
 
 ### Added
+
 - it's a bird, it's a plane, it's vortex-all! ([#1140](https://github.com/spiraldb/vortex/pull/1140))
 
 ## `vortex-scalar` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-scalar-v0.13.1...vortex-scalar-v0.14.0) - 2024-11-04
 
 ### Added
+
 - specify the storage_dtype in ExtDType ([#1007](https://github.com/spiraldb/vortex/pull/1007))
 - store min, max, null count, and true count in column metadata ([#1164](https://github.com/spiraldb/vortex/pull/1164))
 
 ## `vortex-proto` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-proto-v0.13.1...vortex-proto-v0.14.0) - 2024-11-04
 
 ### Added
+
 - specify the storage_dtype in ExtDType ([#1007](https://github.com/spiraldb/vortex/pull/1007))
 
 ## `vortex-flatbuffers` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-flatbuffers-v0.13.1...vortex-flatbuffers-v0.14.0) - 2024-11-04
 
 ### Added
+
 - specify the storage_dtype in ExtDType ([#1007](https://github.com/spiraldb/vortex/pull/1007))
 
 ### Other
+
 - Filter pushdown over layouts ([#1124](https://github.com/spiraldb/vortex/pull/1124))
 
 ## `vortex-error` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-error-v0.13.1...vortex-error-v0.14.0) - 2024-11-04
 
 ### Added
+
 - docs for `vortex-error` crate ([#1184](https://github.com/spiraldb/vortex/pull/1184))
 
 ## `vortex-dtype` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-dtype-v0.13.1...vortex-dtype-v0.14.0) - 2024-11-04
 
 ### Added
+
 - specify the storage_dtype in ExtDType ([#1007](https://github.com/spiraldb/vortex/pull/1007))
 
 ### Other
+
 - deny missing_docs on vortex-dtype ([#1182](https://github.com/spiraldb/vortex/pull/1182))
 
 ## `vortex-datetime-dtype` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-datetime-dtype-v0.13.1...vortex-datetime-dtype-v0.14.0) - 2024-11-04
 
 ### Added
+
 - specify the storage_dtype in ExtDType ([#1007](https://github.com/spiraldb/vortex/pull/1007))
 
 ### Other
+
 - improve datetime-dtype unit tests ([#1183](https://github.com/spiraldb/vortex/pull/1183))
 
 ## `vortex-buffer` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-buffer-v0.13.1...vortex-buffer-v0.14.0) - 2024-11-04
 
 ### Added
+
 - store min, max, null count, and true count in column metadata ([#1164](https://github.com/spiraldb/vortex/pull/1164))
 
 ## `vortex-array` - [0.14.0](https://github.com/spiraldb/vortex/compare/0.13.1...0.14.0) - 2024-11-04
 
 ### Added
+
 - it's a bird, it's a plane, it's vortex-all! ([#1140](https://github.com/spiraldb/vortex/pull/1140))
 - specify the storage_dtype in ExtDType ([#1007](https://github.com/spiraldb/vortex/pull/1007))
 - store min, max, null count, and true count in column metadata ([#1164](https://github.com/spiraldb/vortex/pull/1164))
 
 ### Other
+
 - deny missing_docs on vortex-dtype ([#1182](https://github.com/spiraldb/vortex/pull/1182))
 
 ## `vortex-alp` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-alp-v0.13.1...vortex-alp-v0.14.0) - 2024-11-04
 
 ### Added
+
 - it's a bird, it's a plane, it's vortex-all! ([#1140](https://github.com/spiraldb/vortex/pull/1140))
 
 ## `vortex-all` - [0.14.0](https://github.com/spiraldb/vortex/compare/vortex-all-v0.13.1...vortex-all-v0.14.0) - 2024-11-04
 
 ### Added
+
 - it's a bird, it's a plane, it's vortex-all! ([#1140](https://github.com/spiraldb/vortex/pull/1140))
 
 ### Fixed
+
 - update setup instructions (rye -> uv) ([#1176](https://github.com/spiraldb/vortex/pull/1176))
 - fix docs badge in readme ([#753](https://github.com/spiraldb/vortex/pull/753))
 
 ### Other
+
 - deny missing_docs on vortex-dtype ([#1182](https://github.com/spiraldb/vortex/pull/1182))
 - very small README.md fixes
 - More README.md improvements ([#1084](https://github.com/spiraldb/vortex/pull/1084))
@@ -1029,33 +1610,40 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-serde` - [0.13.1](https://github.com/spiraldb/vortex/compare/vortex-serde-v0.13.0...vortex-serde-v0.13.1) - 2024-10-31
 
 ### Fixed
+
 - specify features in vortex-serde & test default features ([#1168](https://github.com/spiraldb/vortex/pull/1168))
 
 ## `vortex-zigzag` - [0.13.0](https://github.com/spiraldb/vortex/compare/vortex-zigzag-v0.12.0...vortex-zigzag-v0.13.0) - 2024-10-29
 
 ### Added
+
 - trim metadatas (part 2) ([#1028](https://github.com/spiraldb/vortex/pull/1028))
 - teach *Metadata and ScalarValue to Display ([#975](https://github.com/spiraldb/vortex/pull/975))
 
 ### Other
+
 - Even more docs ([#1105](https://github.com/spiraldb/vortex/pull/1105))
 
 ## `vortex-runend-bool` - [0.13.0](https://github.com/spiraldb/vortex/compare/vortex-runend-bool-v0.12.0...vortex-runend-bool-v0.13.0) - 2024-10-29
 
 ### Added
+
 - teach *Metadata and ScalarValue to Display ([#975](https://github.com/spiraldb/vortex/pull/975))
 
 ### Other
+
 - Even more docs ([#1105](https://github.com/spiraldb/vortex/pull/1105))
 - Faster RunEndBool decompression, plus metadata cleanup ([#981](https://github.com/spiraldb/vortex/pull/981))
 
 ## `vortex-runend` - [0.13.0](https://github.com/spiraldb/vortex/compare/vortex-runend-v0.12.0...vortex-runend-v0.13.0) - 2024-10-29
 
 ### Added
+
 - trim metadatas (part 2) ([#1028](https://github.com/spiraldb/vortex/pull/1028))
 - teach *Metadata and ScalarValue to Display ([#975](https://github.com/spiraldb/vortex/pull/975))
 
 ### Other
+
 - Even more docs ([#1105](https://github.com/spiraldb/vortex/pull/1105))
 - RunEnd ends array max is length of the array ([#1017](https://github.com/spiraldb/vortex/pull/1017))
 - Clean up runend metadata & stats ([#1011](https://github.com/spiraldb/vortex/pull/1011))
@@ -1063,30 +1651,36 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-roaring` - [0.13.0](https://github.com/spiraldb/vortex/compare/vortex-roaring-v0.12.0...vortex-roaring-v0.13.0) - 2024-10-29
 
 ### Added
+
 - use hashbrown::hashmap everywhere (modestly faster decompress) ([#1160](https://github.com/spiraldb/vortex/pull/1160))
 - teach *Metadata and ScalarValue to Display ([#975](https://github.com/spiraldb/vortex/pull/975))
 
 ### Fixed
+
 - RoaringInt `can_compress` was erroneously always `None` ([#1004](https://github.com/spiraldb/vortex/pull/1004))
 
 ### Other
+
 - Even more docs ([#1105](https://github.com/spiraldb/vortex/pull/1105))
 - RoaringBool bitmaps needs to manually append trailing false values when canonicalizing ([#988](https://github.com/spiraldb/vortex/pull/988))
 
 ## `vortex-fsst` - [0.13.0](https://github.com/spiraldb/vortex/compare/vortex-fsst-v0.12.0...vortex-fsst-v0.13.0) - 2024-10-29
 
 ### Added
+
 - FSSTArray::into_canonical directly build VarBinView ([#1161](https://github.com/spiraldb/vortex/pull/1161))
 - German strings, attempt 3 ([#1082](https://github.com/spiraldb/vortex/pull/1082))
 - trim metadatas (part 2) ([#1028](https://github.com/spiraldb/vortex/pull/1028))
 - teach *Metadata and ScalarValue to Display ([#975](https://github.com/spiraldb/vortex/pull/975))
 
 ### Other
+
 - Even more docs ([#1105](https://github.com/spiraldb/vortex/pull/1105))
 
 ## `vortex-dict` - [0.13.0](https://github.com/spiraldb/vortex/compare/vortex-dict-v0.12.0...vortex-dict-v0.13.0) - 2024-10-29
 
 ### Added
+
 - use hashbrown::hashmap everywhere (modestly faster decompress) ([#1160](https://github.com/spiraldb/vortex/pull/1160))
 - specialized IntoCanonical for DictArray utf8/binary ([#1146](https://github.com/spiraldb/vortex/pull/1146))
 - German strings, attempt 3 ([#1082](https://github.com/spiraldb/vortex/pull/1082))
@@ -1097,6 +1691,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - teach *Metadata and ScalarValue to Display ([#975](https://github.com/spiraldb/vortex/pull/975))
 
 ### Other
+
 - Even more docs ([#1105](https://github.com/spiraldb/vortex/pull/1105))
 - Implement filter for dict ([#1099](https://github.com/spiraldb/vortex/pull/1099))
 - Use foldhash in dict encoding ([#980](https://github.com/spiraldb/vortex/pull/980))
@@ -1104,14 +1699,17 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-datetime-parts` - [0.13.0](https://github.com/spiraldb/vortex/compare/vortex-datetime-parts-v0.12.0...vortex-datetime-parts-v0.13.0) - 2024-10-29
 
 ### Added
+
 - teach *Metadata and ScalarValue to Display ([#975](https://github.com/spiraldb/vortex/pull/975))
 
 ### Other
+
 - Even more docs ([#1105](https://github.com/spiraldb/vortex/pull/1105))
 
 ## `vortex-sampling-compressor` - [0.13.0](https://github.com/spiraldb/vortex/compare/vortex-sampling-compressor-v0.12.0...vortex-sampling-compressor-v0.13.0) - 2024-10-29
 
 ### Added
+
 - use hashbrown::hashmap everywhere (modestly faster decompress) ([#1160](https://github.com/spiraldb/vortex/pull/1160))
 - German strings, attempt 3 ([#1082](https://github.com/spiraldb/vortex/pull/1082))
 - vortex.dataset.Dataset: deep integration with Polars & DuckDB ([#1089](https://github.com/spiraldb/vortex/pull/1089))
@@ -1120,18 +1718,21 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - improved objective function in sampling compressor ([#1000](https://github.com/spiraldb/vortex/pull/1000))
 
 ### Fixed
+
 - dict compressor supports varbinview ([#1118](https://github.com/spiraldb/vortex/pull/1118))
 - disable roaring compressors ([#1076](https://github.com/spiraldb/vortex/pull/1076))
 - Vortex (de)compress benchmarks read/write a Layout ([#1024](https://github.com/spiraldb/vortex/pull/1024))
 - RoaringInt `can_compress` was erroneously always `None` ([#1004](https://github.com/spiraldb/vortex/pull/1004))
 
 ### Other
+
 - More docs ([#1104](https://github.com/spiraldb/vortex/pull/1104))
 - Trim BitPackedMetadata to only required values ([#1046](https://github.com/spiraldb/vortex/pull/1046))
 
 ## `vortex-serde` - [0.13.0](https://github.com/spiraldb/vortex/compare/vortex-serde-v0.12.0...vortex-serde-v0.13.0) - 2024-10-29
 
 ### Added
+
 - use hashbrown::hashmap everywhere (modestly faster decompress) ([#1160](https://github.com/spiraldb/vortex/pull/1160))
 - teach PyVortex to read from object storage (attempt two) ([#1151](https://github.com/spiraldb/vortex/pull/1151))
 - faster `take` for `BitPackedArray` and `SparseArray` ([#1133](https://github.com/spiraldb/vortex/pull/1133))
@@ -1141,10 +1742,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - improved objective function in sampling compressor ([#1000](https://github.com/spiraldb/vortex/pull/1000))
 
 ### Fixed
+
 - RelativeLayoutCache must hold disk dtype ([#1051](https://github.com/spiraldb/vortex/pull/1051))
 - from_fields is fallible ([#1054](https://github.com/spiraldb/vortex/pull/1054))
 
 ### Other
+
 - VortexRecordBatchReader is generic over runtime ([#1120](https://github.com/spiraldb/vortex/pull/1120))
 - Layouts have buffers and there's self describing schema layout ([#1098](https://github.com/spiraldb/vortex/pull/1098))
 - limit number of single char variables to 2 ([#1066](https://github.com/spiraldb/vortex/pull/1066))
@@ -1158,36 +1761,44 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-expr` - [0.13.0](https://github.com/spiraldb/vortex/compare/vortex-expr-v0.12.0...vortex-expr-v0.13.0) - 2024-10-29
 
 ### Added
+
 - use hashbrown::hashmap everywhere (modestly faster decompress) ([#1160](https://github.com/spiraldb/vortex/pull/1160))
 
 ### Other
+
 - Add Select expression and reorganize vortex-expr crate ([#1049](https://github.com/spiraldb/vortex/pull/1049))
 
 ## `vortex-datafusion` - [0.13.0](https://github.com/spiraldb/vortex/compare/vortex-datafusion-v0.12.0...vortex-datafusion-v0.13.0) - 2024-10-29
 
 ### Added
+
 - German strings, attempt 3 ([#1082](https://github.com/spiraldb/vortex/pull/1082))
 - teach *Metadata and ScalarValue to Display ([#975](https://github.com/spiraldb/vortex/pull/975))
 
 ### Fixed
+
 - from_fields is fallible ([#1054](https://github.com/spiraldb/vortex/pull/1054))
 
 ### Other
+
 - move infer_schema and infer_data_type into vortex-dtype ([#1081](https://github.com/spiraldb/vortex/pull/1081))
 - Add Select expression and reorganize vortex-expr crate ([#1049](https://github.com/spiraldb/vortex/pull/1049))
 
 ## `vortex-bytebool` - [0.13.0](https://github.com/spiraldb/vortex/compare/vortex-bytebool-v0.12.0...vortex-bytebool-v0.13.0) - 2024-10-29
 
 ### Added
+
 - trim metadatas (part 2) ([#1028](https://github.com/spiraldb/vortex/pull/1028))
 - teach *Metadata and ScalarValue to Display ([#975](https://github.com/spiraldb/vortex/pull/975))
 
 ### Other
+
 - Even more docs ([#1105](https://github.com/spiraldb/vortex/pull/1105))
 
 ## `vortex-fastlanes` - [0.13.0](https://github.com/spiraldb/vortex/compare/vortex-fastlanes-v0.12.0...vortex-fastlanes-v0.13.0) - 2024-10-29
 
 ### Added
+
 - faster `take` for `BitPackedArray` and `SparseArray` ([#1133](https://github.com/spiraldb/vortex/pull/1133))
 - canonicalize `indices` in `take` if sufficiently large ([#1036](https://github.com/spiraldb/vortex/pull/1036))
 - trim metadatas (part 2) ([#1028](https://github.com/spiraldb/vortex/pull/1028))
@@ -1195,6 +1806,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - teach *Metadata and ScalarValue to Display ([#975](https://github.com/spiraldb/vortex/pull/975))
 
 ### Other
+
 - Resolve suppressed clippy warning in BitPacked::take ([#1135](https://github.com/spiraldb/vortex/pull/1135))
 - clean up stale comments ([#1134](https://github.com/spiraldb/vortex/pull/1134))
 - Even more docs ([#1105](https://github.com/spiraldb/vortex/pull/1105))
@@ -1204,6 +1816,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-scalar` - [0.13.0](https://github.com/spiraldb/vortex/compare/vortex-scalar-v0.12.0...vortex-scalar-v0.13.0) - 2024-10-29
 
 ### Added
+
 - German strings, attempt 3 ([#1082](https://github.com/spiraldb/vortex/pull/1082))
 - teach PyArray scalar_at ([#1095](https://github.com/spiraldb/vortex/pull/1095))
 - trim metadatas (part 2) ([#1028](https://github.com/spiraldb/vortex/pull/1028))
@@ -1212,10 +1825,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - teach *Metadata and ScalarValue to Display ([#975](https://github.com/spiraldb/vortex/pull/975))
 
 ### Fixed
+
 - rely on ScalarValue Display in Scalar Display ([#978](https://github.com/spiraldb/vortex/pull/978))
 - teach protobuf how to deserialize f16 ([#991](https://github.com/spiraldb/vortex/pull/991))
 
 ### Other
+
 - Even more docs ([#1105](https://github.com/spiraldb/vortex/pull/1105))
 - StructScalar stores borrowed arcs ([#1073](https://github.com/spiraldb/vortex/pull/1073))
 - limit number of single char variables to 2 ([#1066](https://github.com/spiraldb/vortex/pull/1066))
@@ -1223,24 +1838,29 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-flatbuffers` - [0.13.0](https://github.com/spiraldb/vortex/compare/vortex-flatbuffers-v0.12.0...vortex-flatbuffers-v0.13.0) - 2024-10-29
 
 ### Added
+
 - Unify FlatLayout with other layouts and add metadata to their flatbuffer representation ([#1077](https://github.com/spiraldb/vortex/pull/1077))
 
 ### Other
+
 - Layouts have buffers and there's self describing schema layout ([#1098](https://github.com/spiraldb/vortex/pull/1098))
 - limit number of single char variables to 2 ([#1066](https://github.com/spiraldb/vortex/pull/1066))
 
 ## `vortex-error` - [0.13.0](https://github.com/spiraldb/vortex/compare/vortex-error-v0.12.0...vortex-error-v0.13.0) - 2024-10-29
 
 ### Added
+
 - teach PyVortex to read from object storage (attempt two) ([#1151](https://github.com/spiraldb/vortex/pull/1151))
 
 ## `vortex-dtype` - [0.13.0](https://github.com/spiraldb/vortex/compare/vortex-dtype-v0.12.0...vortex-dtype-v0.13.0) - 2024-10-29
 
 ### Fixed
+
 - RelativeLayoutCache must hold disk dtype ([#1051](https://github.com/spiraldb/vortex/pull/1051))
 - RoaringInt `can_compress` was erroneously always `None` ([#1004](https://github.com/spiraldb/vortex/pull/1004))
 
 ### Other
+
 - More docs ([#1104](https://github.com/spiraldb/vortex/pull/1104))
 - limit number of single char variables to 2 ([#1066](https://github.com/spiraldb/vortex/pull/1066))
 - Delegate dtype deserialization and projection to layouts ([#1060](https://github.com/spiraldb/vortex/pull/1060))
@@ -1248,22 +1868,27 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-datetime-dtype` - [0.13.0](https://github.com/spiraldb/vortex/compare/vortex-datetime-dtype-v0.12.0...vortex-datetime-dtype-v0.13.0) - 2024-10-29
 
 ### Other
+
 - limit number of single char variables to 2 ([#1066](https://github.com/spiraldb/vortex/pull/1066))
 
 ## `vortex-buffer` - [0.13.0](https://github.com/spiraldb/vortex/compare/vortex-buffer-v0.12.0...vortex-buffer-v0.13.0) - 2024-10-29
 
 ### Added
+
 - FSSTArray::into_canonical directly build VarBinView ([#1161](https://github.com/spiraldb/vortex/pull/1161))
 
 ### Fixed
+
 - even empty slices must be aligned properly ([#1112](https://github.com/spiraldb/vortex/pull/1112))
 
 ### Other
+
 - limit number of single char variables to 2 ([#1066](https://github.com/spiraldb/vortex/pull/1066))
 
 ## `vortex-array` - [0.13.0](https://github.com/spiraldb/vortex/compare/0.12.0...0.13.0) - 2024-10-29
 
 ### Added
+
 - use hashbrown::hashmap everywhere (modestly faster decompress) ([#1160](https://github.com/spiraldb/vortex/pull/1160))
 - faster `take` for `BitPackedArray` and `SparseArray` ([#1133](https://github.com/spiraldb/vortex/pull/1133))
 - German strings, attempt 3 ([#1082](https://github.com/spiraldb/vortex/pull/1082))
@@ -1273,6 +1898,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - teach *Metadata and ScalarValue to Display ([#975](https://github.com/spiraldb/vortex/pull/975))
 
 ### Fixed
+
 - VarBinArray into_canonical dtype erasure ([#1143](https://github.com/spiraldb/vortex/pull/1143)) ([#1145](https://github.com/spiraldb/vortex/pull/1145))
 - support non-Primitive encodings for views ([#1123](https://github.com/spiraldb/vortex/pull/1123))
 - canonicalize null ConstantArray to VarBinViewArray ([#1122](https://github.com/spiraldb/vortex/pull/1122))
@@ -1284,6 +1910,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - BitWidthFreq must be u64/usize ([#974](https://github.com/spiraldb/vortex/pull/974))
 
 ### Other
+
 - VarBinViewArray take preserves nullability  ([#1157](https://github.com/spiraldb/vortex/pull/1157))
 - :from_iter_bin creates non nullable array ([#1150](https://github.com/spiraldb/vortex/pull/1150))
 - Register VarBinView compare fn ([#1130](https://github.com/spiraldb/vortex/pull/1130))
@@ -1300,114 +1927,141 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-alp` - [0.13.0](https://github.com/spiraldb/vortex/compare/vortex-alp-v0.12.0...vortex-alp-v0.13.0) - 2024-10-29
 
 ### Added
+
 - use hashbrown::hashmap everywhere (modestly faster decompress) ([#1160](https://github.com/spiraldb/vortex/pull/1160))
 - print diagnostic for function implementations ([#1103](https://github.com/spiraldb/vortex/pull/1103))
 - improved objective function in sampling compressor ([#1000](https://github.com/spiraldb/vortex/pull/1000))
 - teach *Metadata and ScalarValue to Display ([#975](https://github.com/spiraldb/vortex/pull/975))
 
 ### Other
+
 - Even more docs ([#1105](https://github.com/spiraldb/vortex/pull/1105))
 - Trim BitPackedMetadata to only required values ([#1046](https://github.com/spiraldb/vortex/pull/1046))
 
 ## `vortex-runend-bool` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-runend-bool-v0.11.0...vortex-runend-bool-v0.12.0) - 2024-10-03
 
 ### Added
+
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Fixed
+
 - trim array metadatas + fix validity handling (part 1) ([#966](https://github.com/spiraldb/vortex/pull/966))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-bytebool` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-bytebool-v0.11.0...vortex-bytebool-v0.12.0) - 2024-10-03
 
 ### Added
+
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Fixed
+
 - trim array metadatas + fix validity handling (part 1) ([#966](https://github.com/spiraldb/vortex/pull/966))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-zigzag` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-zigzag-v0.11.0...vortex-zigzag-v0.12.0) - 2024-10-03
 
 ### Added
+
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Fixed
+
 - trim array metadatas + fix validity handling (part 1) ([#966](https://github.com/spiraldb/vortex/pull/966))
 - make PrimitiveArray cast properly handle validity/nullability ([#968](https://github.com/spiraldb/vortex/pull/968))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-runend` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-runend-v0.11.0...vortex-runend-v0.12.0) - 2024-10-03
 
 ### Added
+
 - SparseArray uses ScalarValue instead of Scalar ([#955](https://github.com/spiraldb/vortex/pull/955))
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Fixed
+
 - trim array metadatas + fix validity handling (part 1) ([#966](https://github.com/spiraldb/vortex/pull/966))
 - make PrimitiveArray cast properly handle validity/nullability ([#968](https://github.com/spiraldb/vortex/pull/968))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-roaring` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-roaring-v0.11.0...vortex-roaring-v0.12.0) - 2024-10-03
 
 ### Added
+
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Fixed
+
 - trim array metadatas + fix validity handling (part 1) ([#966](https://github.com/spiraldb/vortex/pull/966))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-fsst` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-fsst-v0.11.0...vortex-fsst-v0.12.0) - 2024-10-03
 
 ### Added
+
 - teach FSSTArray to compress the offsets of its codes ([#952](https://github.com/spiraldb/vortex/pull/952))
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Fixed
+
 - trim array metadatas + fix validity handling (part 1) ([#966](https://github.com/spiraldb/vortex/pull/966))
 - make PrimitiveArray cast properly handle validity/nullability ([#968](https://github.com/spiraldb/vortex/pull/968))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-dict` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-dict-v0.11.0...vortex-dict-v0.12.0) - 2024-10-03
 
 ### Added
+
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Fixed
+
 - trim array metadatas + fix validity handling (part 1) ([#966](https://github.com/spiraldb/vortex/pull/966))
 - make PrimitiveArray cast properly handle validity/nullability ([#968](https://github.com/spiraldb/vortex/pull/968))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-datetime-parts` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-datetime-parts-v0.11.0...vortex-datetime-parts-v0.12.0) - 2024-10-03
 
 ### Added
+
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Fixed
+
 - trim array metadatas + fix validity handling (part 1) ([#966](https://github.com/spiraldb/vortex/pull/966))
 - cast error in compress_noci benchmark ([#971](https://github.com/spiraldb/vortex/pull/971))
 - make PrimitiveArray cast properly handle validity/nullability ([#968](https://github.com/spiraldb/vortex/pull/968))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-sampling-compressor` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-sampling-compressor-v0.11.0...vortex-sampling-compressor-v0.12.0) - 2024-10-03
 
 ### Added
+
 - cost of for is ~0 ([#967](https://github.com/spiraldb/vortex/pull/967))
 - implement ALP-RD compression ([#947](https://github.com/spiraldb/vortex/pull/947))
 - teach FSSTArray to compress the offsets of its codes ([#952](https://github.com/spiraldb/vortex/pull/952))
@@ -1415,121 +2069,149 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Fixed
+
 - trim array metadatas + fix validity handling (part 1) ([#966](https://github.com/spiraldb/vortex/pull/966))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-serde` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-serde-v0.11.0...vortex-serde-v0.12.0) - 2024-10-03
 
 ### Added
+
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Other
+
 - increase the measurement_time of benches of serde ([#941](https://github.com/spiraldb/vortex/pull/941))
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-schema` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-schema-v0.11.0...vortex-schema-v0.12.0) - 2024-10-03
 
 ### Added
+
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-expr` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-expr-v0.11.0...vortex-expr-v0.12.0) - 2024-10-03
 
 ### Added
+
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-datafusion` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-datafusion-v0.11.0...vortex-datafusion-v0.12.0) - 2024-10-03
 
 ### Added
+
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-fastlanes` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-fastlanes-v0.11.0...vortex-fastlanes-v0.12.0) - 2024-10-03
 
 ### Added
+
 - implement ALP-RD compression ([#947](https://github.com/spiraldb/vortex/pull/947))
 - SparseArray uses ScalarValue instead of Scalar ([#955](https://github.com/spiraldb/vortex/pull/955))
 - teach DeltaArray slice and scalar_at ([#927](https://github.com/spiraldb/vortex/pull/927))
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Fixed
+
 - trim array metadatas + fix validity handling (part 1) ([#966](https://github.com/spiraldb/vortex/pull/966))
 - make PrimitiveArray cast properly handle validity/nullability ([#968](https://github.com/spiraldb/vortex/pull/968))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-scalar` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-scalar-v0.11.0...vortex-scalar-v0.12.0) - 2024-10-03
 
 ### Added
+
 - teach ScalarValue and PValue is_instance_of ([#958](https://github.com/spiraldb/vortex/pull/958))
 - SparseArray uses ScalarValue instead of Scalar ([#955](https://github.com/spiraldb/vortex/pull/955))
 - slim down vortex-array metadata  ([#951](https://github.com/spiraldb/vortex/pull/951))
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-proto` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-proto-v0.11.0...vortex-proto-v0.12.0) - 2024-10-03
 
 ### Added
+
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-flatbuffers` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-flatbuffers-v0.11.0...vortex-flatbuffers-v0.12.0) - 2024-10-03
 
 ### Added
+
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-error` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-error-v0.11.0...vortex-error-v0.12.0) - 2024-10-03
 
 ### Added
+
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-dtype` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-dtype-v0.11.0...vortex-dtype-v0.12.0) - 2024-10-03
 
 ### Added
+
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-datetime-dtype` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-datetime-dtype-v0.11.0...vortex-datetime-dtype-v0.12.0) - 2024-10-03
 
 ### Added
+
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-buffer` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-buffer-v0.11.0...vortex-buffer-v0.12.0) - 2024-10-03
 
 ### Added
+
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-array` - [0.12.0](https://github.com/spiraldb/vortex/compare/0.11.0...0.12.0) - 2024-10-03
 
 ### Added
+
 - implement ALP-RD compression ([#947](https://github.com/spiraldb/vortex/pull/947))
 - teach ScalarValue and PValue is_instance_of ([#958](https://github.com/spiraldb/vortex/pull/958))
 - SparseArray uses ScalarValue instead of Scalar ([#955](https://github.com/spiraldb/vortex/pull/955))
@@ -1538,11 +2220,13 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Fixed
+
 - trim array metadatas + fix validity handling (part 1) ([#966](https://github.com/spiraldb/vortex/pull/966))
 - cast error in compress_noci benchmark ([#971](https://github.com/spiraldb/vortex/pull/971))
 - make PrimitiveArray cast properly handle validity/nullability ([#968](https://github.com/spiraldb/vortex/pull/968))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 - Update README.md in vortex-array
 - Include README.md files in crates and link top level readme into vortex-array crate ([#934](https://github.com/spiraldb/vortex/pull/934))
@@ -1551,79 +2235,96 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-alp` - [0.12.0](https://github.com/spiraldb/vortex/compare/vortex-alp-v0.11.0...vortex-alp-v0.12.0) - 2024-10-03
 
 ### Added
+
 - implement ALP-RD compression ([#947](https://github.com/spiraldb/vortex/pull/947))
 - SparseArray uses ScalarValue instead of Scalar ([#955](https://github.com/spiraldb/vortex/pull/955))
 - enable cargo lints ([#948](https://github.com/spiraldb/vortex/pull/948))
 
 ### Fixed
+
 - trim array metadatas + fix validity handling (part 1) ([#966](https://github.com/spiraldb/vortex/pull/966))
 - make PrimitiveArray cast properly handle validity/nullability ([#968](https://github.com/spiraldb/vortex/pull/968))
 - edge case in filling ALP encoded child on patches ([#939](https://github.com/spiraldb/vortex/pull/939))
 
 ### Other
+
 - Include README in Cargo.toml ([#936](https://github.com/spiraldb/vortex/pull/936))
 
 ## `vortex-runend-bool` - [0.11.0](https://github.com/spiraldb/vortex/compare/vortex-runend-bool-v0.10.1...vortex-runend-bool-v0.11.0) - 2024-09-26
 
 ### Added
+
 - ArrayView::child will throw if encoding not found ([#886](https://github.com/spiraldb/vortex/pull/886))
 
 ## `vortex-bytebool` - [0.11.0](https://github.com/spiraldb/vortex/compare/vortex-bytebool-v0.10.1...vortex-bytebool-v0.11.0) - 2024-09-26
 
 ### Added
+
 - ArrayView::child will throw if encoding not found ([#886](https://github.com/spiraldb/vortex/pull/886))
 
 ## `vortex-runend` - [0.11.0](https://github.com/spiraldb/vortex/compare/vortex-runend-v0.10.1...vortex-runend-v0.11.0) - 2024-09-26
 
 ### Added
+
 - ArrayView::child will throw if encoding not found ([#886](https://github.com/spiraldb/vortex/pull/886))
 
 ## `vortex-roaring` - [0.11.0](https://github.com/spiraldb/vortex/compare/vortex-roaring-v0.10.1...vortex-roaring-v0.11.0) - 2024-09-26
 
 ### Other
+
 - Update croaring-sys to 4.1.4 and remove workarounds for croaring/660 ([#898](https://github.com/spiraldb/vortex/pull/898))
 
 ## `vortex-sampling-compressor` - [0.11.0](https://github.com/spiraldb/vortex/compare/vortex-sampling-compressor-v0.10.1...vortex-sampling-compressor-v0.11.0) - 2024-09-26
 
 ### Added
+
 - sampling compressor is now seeded ([#917](https://github.com/spiraldb/vortex/pull/917))
 
 ## `vortex-fastlanes` - [0.11.0](https://github.com/spiraldb/vortex/compare/vortex-fastlanes-v0.10.1...vortex-fastlanes-v0.11.0) - 2024-09-26
 
 ### Added
+
 - ArrayView::child will throw if encoding not found ([#886](https://github.com/spiraldb/vortex/pull/886))
 
 ### Fixed
+
 - BitPackedArray must be unsigned ([#930](https://github.com/spiraldb/vortex/pull/930))
 
 ### Other
+
 - Refactoring some IO-related code ([#846](https://github.com/spiraldb/vortex/pull/846))
 
 ## `vortex-serde` - [0.11.0](https://github.com/spiraldb/vortex/compare/vortex-serde-v0.10.1...vortex-serde-v0.11.0) - 2024-09-26
 
 ### Added
+
 - update IPC format to hold buffer_index ([#903](https://github.com/spiraldb/vortex/pull/903))
 
 ### Other
+
 - Naive interleaved filtering and data reading ([#918](https://github.com/spiraldb/vortex/pull/918))
 - Refactoring some IO-related code ([#846](https://github.com/spiraldb/vortex/pull/846))
 
 ## `vortex-schema` - [0.11.0](https://github.com/spiraldb/vortex/compare/vortex-schema-v0.10.1...vortex-schema-v0.11.0) - 2024-09-26
 
 ### Other
+
 - Refactoring some IO-related code ([#846](https://github.com/spiraldb/vortex/pull/846))
 
 ## `vortex-expr` - [0.11.0](https://github.com/spiraldb/vortex/compare/vortex-expr-v0.10.1...vortex-expr-v0.11.0) - 2024-09-26
 
 ### Other
+
 - Refactoring some IO-related code ([#846](https://github.com/spiraldb/vortex/pull/846))
 
 ## `vortex-datafusion` - [0.11.0](https://github.com/spiraldb/vortex/compare/vortex-datafusion-v0.10.1...vortex-datafusion-v0.11.0) - 2024-09-26
 
 ### Added
+
 - ArrayView::child will throw if encoding not found ([#886](https://github.com/spiraldb/vortex/pull/886))
 
 ### Other
+
 - VortexScanExec stats are computed only once ([#914](https://github.com/spiraldb/vortex/pull/914))
 - Refactoring some IO-related code ([#846](https://github.com/spiraldb/vortex/pull/846))
 - VortexScanExec reports statistics to datafusion ([#909](https://github.com/spiraldb/vortex/pull/909))
@@ -1631,87 +2332,106 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-scalar` - [0.11.0](https://github.com/spiraldb/vortex/compare/vortex-scalar-v0.10.1...vortex-scalar-v0.11.0) - 2024-09-26
 
 ### Other
+
 - Teach StructTrait how to project fields ([#910](https://github.com/spiraldb/vortex/pull/910))
 
 ## `vortex-flatbuffers` - [0.11.0](https://github.com/spiraldb/vortex/compare/vortex-flatbuffers-v0.10.1...vortex-flatbuffers-v0.11.0) - 2024-09-26
 
 ### Added
+
 - update IPC format to hold buffer_index ([#903](https://github.com/spiraldb/vortex/pull/903))
 
 ## `vortex-dtype` - [0.11.0](https://github.com/spiraldb/vortex/compare/vortex-dtype-v0.10.1...vortex-dtype-v0.11.0) - 2024-09-26
 
 ### Other
+
 - Naive interleaved filtering and data reading ([#918](https://github.com/spiraldb/vortex/pull/918))
 - Refactoring some IO-related code ([#846](https://github.com/spiraldb/vortex/pull/846))
 
 ## `vortex-array` - [0.11.0](https://github.com/spiraldb/vortex/compare/0.10.1...0.11.0) - 2024-09-26
 
 ### Added
+
 - update IPC format to hold buffer_index ([#903](https://github.com/spiraldb/vortex/pull/903))
 - ArrayView::child will throw if encoding not found ([#886](https://github.com/spiraldb/vortex/pull/886))
 
 ### Other
+
 - Refactoring some IO-related code ([#846](https://github.com/spiraldb/vortex/pull/846))
 - Teach StructTrait how to project fields ([#910](https://github.com/spiraldb/vortex/pull/910))
 
 ## `vortex-alp` - [0.11.0](https://github.com/spiraldb/vortex/compare/vortex-alp-v0.10.1...vortex-alp-v0.11.0) - 2024-09-26
 
 ### Added
+
 - improve ALP exponent selection ([#921](https://github.com/spiraldb/vortex/pull/921))
 - ArrayView::child will throw if encoding not found ([#886](https://github.com/spiraldb/vortex/pull/886))
 
 ### Other
+
 - faster ALP encode ([#924](https://github.com/spiraldb/vortex/pull/924))
 
 ## `vortex-serde` - [0.10.1](https://github.com/spiraldb/vortex/compare/vortex-serde-v0.10.0...vortex-serde-v0.10.1) - 2024-09-20
 
 ### Added
+
 - track compressed size & compare to parquet(zstd)? & canonical ([#882](https://github.com/spiraldb/vortex/pull/882))
 
 ## `vortex-runend-bool` - [0.10.0](https://github.com/spiraldb/vortex/compare/vortex-runend-bool-v0.9.0...vortex-runend-bool-v0.10.0) - 2024-09-20
 
 ### Fixed
+
 - ID collision between vortex.ext and fastlanes.delta ([#878](https://github.com/spiraldb/vortex/pull/878))
 
 ### Other
+
 - Make entry point compute functions accept generic arguments ([#861](https://github.com/spiraldb/vortex/pull/861))
 
 ## `vortex-bytebool` - [0.10.0](https://github.com/spiraldb/vortex/compare/vortex-bytebool-v0.9.0...vortex-bytebool-v0.10.0) - 2024-09-20
 
 ### Fixed
+
 - ID collision between vortex.ext and fastlanes.delta ([#878](https://github.com/spiraldb/vortex/pull/878))
 
 ## `vortex-zigzag` - [0.10.0](https://github.com/spiraldb/vortex/compare/vortex-zigzag-v0.9.0...vortex-zigzag-v0.10.0) - 2024-09-20
 
 ### Fixed
+
 - ID collision between vortex.ext and fastlanes.delta ([#878](https://github.com/spiraldb/vortex/pull/878))
 
 ### Other
+
 - Make entry point compute functions accept generic arguments ([#861](https://github.com/spiraldb/vortex/pull/861))
 
 ## `vortex-runend` - [0.10.0](https://github.com/spiraldb/vortex/compare/vortex-runend-v0.9.0...vortex-runend-v0.10.0) - 2024-09-20
 
 ### Fixed
+
 - ID collision between vortex.ext and fastlanes.delta ([#878](https://github.com/spiraldb/vortex/pull/878))
 
 ### Other
+
 - Make entry point compute functions accept generic arguments ([#861](https://github.com/spiraldb/vortex/pull/861))
 - Fix take on sliced RunEnd array ([#859](https://github.com/spiraldb/vortex/pull/859))
 
 ## `vortex-roaring` - [0.10.0](https://github.com/spiraldb/vortex/compare/vortex-roaring-v0.9.0...vortex-roaring-v0.10.0) - 2024-09-20
 
 ### Fixed
+
 - ID collision between vortex.ext and fastlanes.delta ([#878](https://github.com/spiraldb/vortex/pull/878))
 
 ### Other
+
 - Compute stats for RoaringBoolArray ([#874](https://github.com/spiraldb/vortex/pull/874))
 
 ## `vortex-fsst` - [0.10.0](https://github.com/spiraldb/vortex/compare/vortex-fsst-v0.9.0...vortex-fsst-v0.10.0) - 2024-09-20
 
 ### Fixed
+
 - ID collision between vortex.ext and fastlanes.delta ([#878](https://github.com/spiraldb/vortex/pull/878))
 
 ### Other
+
 - make miri tests fast again (take 2) ([#884](https://github.com/spiraldb/vortex/pull/884))
 - also run the compress benchmarks ([#841](https://github.com/spiraldb/vortex/pull/841))
 - Use sliced_bytes of VarBinArray when iterating over bytes() ([#867](https://github.com/spiraldb/vortex/pull/867))
@@ -1720,53 +2440,65 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-dict` - [0.10.0](https://github.com/spiraldb/vortex/compare/vortex-dict-v0.9.0...vortex-dict-v0.10.0) - 2024-09-20
 
 ### Fixed
+
 - ID collision between vortex.ext and fastlanes.delta ([#878](https://github.com/spiraldb/vortex/pull/878))
 
 ### Other
+
 - Make entry point compute functions accept generic arguments ([#861](https://github.com/spiraldb/vortex/pull/861))
 
 ## `vortex-datetime-parts` - [0.10.0](https://github.com/spiraldb/vortex/compare/vortex-datetime-parts-v0.9.0...vortex-datetime-parts-v0.10.0) - 2024-09-20
 
 ### Fixed
+
 - ID collision between vortex.ext and fastlanes.delta ([#878](https://github.com/spiraldb/vortex/pull/878))
 
 ### Other
+
 - Make entry point compute functions accept generic arguments ([#861](https://github.com/spiraldb/vortex/pull/861))
 
 ## `vortex-sampling-compressor` - [0.10.0](https://github.com/spiraldb/vortex/compare/vortex-sampling-compressor-v0.9.0...vortex-sampling-compressor-v0.10.0) - 2024-09-20
 
 ### Added
+
 - use Buffer for BitPackedArray ([#862](https://github.com/spiraldb/vortex/pull/862))
 
 ## `vortex-fastlanes` - [0.10.0](https://github.com/spiraldb/vortex/compare/vortex-fastlanes-v0.9.0...vortex-fastlanes-v0.10.0) - 2024-09-20
 
 ### Added
+
 - add back ptype check for BitPackedArray ([#872](https://github.com/spiraldb/vortex/pull/872))
 - use Buffer for BitPackedArray ([#862](https://github.com/spiraldb/vortex/pull/862))
 
 ### Fixed
+
 - ID collision between vortex.ext and fastlanes.delta ([#878](https://github.com/spiraldb/vortex/pull/878))
 
 ### Other
+
 - Make entry point compute functions accept generic arguments ([#861](https://github.com/spiraldb/vortex/pull/861))
 
 ## `vortex-datafusion` - [0.10.0](https://github.com/spiraldb/vortex/compare/vortex-datafusion-v0.9.0...vortex-datafusion-v0.10.0) - 2024-09-20
 
 ### Other
+
 - Make entry point compute functions accept generic arguments ([#861](https://github.com/spiraldb/vortex/pull/861))
 
 ## `vortex-buffer` - [0.10.0](https://github.com/spiraldb/vortex/compare/vortex-buffer-v0.9.0...vortex-buffer-v0.10.0) - 2024-09-20
 
 ### Added
+
 - use Buffer for BitPackedArray ([#862](https://github.com/spiraldb/vortex/pull/862))
 
 ## `vortex-array` - [0.10.0](https://github.com/spiraldb/vortex/compare/0.9.0...0.10.0) - 2024-09-20
 
 ### Fixed
+
 - ID collision between vortex.ext and fastlanes.delta ([#878](https://github.com/spiraldb/vortex/pull/878))
 - teach compute_as_cast and get_as_cast to handle null-only arrays ([#881](https://github.com/spiraldb/vortex/pull/881))
 
 ### Other
+
 - Remove clone when creating ArrayData to run validation ([#888](https://github.com/spiraldb/vortex/pull/888))
 - Don't validate offset buffers when converting them to arrow ([#887](https://github.com/spiraldb/vortex/pull/887))
 - Add doc to bytes and sliced_bytes methods of VarBinArray ([#869](https://github.com/spiraldb/vortex/pull/869))
@@ -1776,20 +2508,25 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-alp` - [0.10.0](https://github.com/spiraldb/vortex/compare/vortex-alp-v0.9.0...vortex-alp-v0.10.0) - 2024-09-20
 
 ### Fixed
+
 - ID collision between vortex.ext and fastlanes.delta ([#878](https://github.com/spiraldb/vortex/pull/878))
 
 ### Other
+
 - Make entry point compute functions accept generic arguments ([#861](https://github.com/spiraldb/vortex/pull/861))
 
 ## `vortex-serde` - [0.9.0](https://github.com/spiraldb/vortex/compare/vortex-serde-v0.8.0...vortex-serde-v0.9.0) - 2024-09-17
 
 ### Added
+
 - more Results, fewer panics, always have backtraces ([#761](https://github.com/spiraldb/vortex/pull/761))
 
 ### Fixed
+
 - vortex-serde benchmarks depend on the ipc feature in arrow ([#849](https://github.com/spiraldb/vortex/pull/849))
 
 ### Other
+
 - Simplify/idiomize the way arrays return `&Array` ([#826](https://github.com/spiraldb/vortex/pull/826))
 - Reorder row filters ([#825](https://github.com/spiraldb/vortex/pull/825))
 - Introduce a new `vortex-schema` crate ([#819](https://github.com/spiraldb/vortex/pull/819))
@@ -1801,17 +2538,21 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-expr` - [0.9.0](https://github.com/spiraldb/vortex/compare/vortex-expr-v0.8.0...vortex-expr-v0.9.0) - 2024-09-17
 
 ### Added
+
 - more Results, fewer panics, always have backtraces ([#761](https://github.com/spiraldb/vortex/pull/761))
 
 ### Other
+
 - Reorder row filters ([#825](https://github.com/spiraldb/vortex/pull/825))
 
 ## `vortex-scalar` - [0.9.0](https://github.com/spiraldb/vortex/compare/vortex-scalar-v0.8.0...vortex-scalar-v0.9.0) - 2024-09-17
 
 ### Added
+
 - more Results, fewer panics, always have backtraces ([#761](https://github.com/spiraldb/vortex/pull/761))
 
 ### Other
+
 - Define consistent float ordering ([#808](https://github.com/spiraldb/vortex/pull/808))
 - Actually fuzz Struct and Chunked Arrays ([#805](https://github.com/spiraldb/vortex/pull/805))
 - Fuzz Chunked and Struct arrays ([#801](https://github.com/spiraldb/vortex/pull/801))
@@ -1820,19 +2561,23 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-flatbuffers` - [0.9.0](https://github.com/spiraldb/vortex/compare/vortex-flatbuffers-v0.8.0...vortex-flatbuffers-v0.9.0) - 2024-09-17
 
 ### Added
+
 - more Results, fewer panics, always have backtraces ([#761](https://github.com/spiraldb/vortex/pull/761))
 
 ## `vortex-error` - [0.9.0](https://github.com/spiraldb/vortex/compare/vortex-error-v0.8.0...vortex-error-v0.9.0) - 2024-09-17
 
 ### Added
+
 - more Results, fewer panics, always have backtraces ([#761](https://github.com/spiraldb/vortex/pull/761))
 
 ## `vortex-dtype` - [0.9.0](https://github.com/spiraldb/vortex/compare/vortex-dtype-v0.8.0...vortex-dtype-v0.9.0) - 2024-09-17
 
 ### Added
+
 - more Results, fewer panics, always have backtraces ([#761](https://github.com/spiraldb/vortex/pull/761))
 
 ### Other
+
 - Add description to new `vortex-schema` crate ([#829](https://github.com/spiraldb/vortex/pull/829))
 - Define consistent float ordering ([#808](https://github.com/spiraldb/vortex/pull/808))
 - Actually fuzz Struct and Chunked Arrays ([#805](https://github.com/spiraldb/vortex/pull/805))
@@ -1840,18 +2585,22 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-datetime-dtype` - [0.9.0](https://github.com/spiraldb/vortex/compare/vortex-datetime-dtype-v0.8.0...vortex-datetime-dtype-v0.9.0) - 2024-09-17
 
 ### Added
+
 - more Results, fewer panics, always have backtraces ([#761](https://github.com/spiraldb/vortex/pull/761))
 
 ### Other
+
 - release to Test PyPI on each push to version tags ([#760](https://github.com/spiraldb/vortex/pull/760))
 
 ## `vortex-array` - [0.9.0](https://github.com/spiraldb/vortex/compare/0.8.0...0.9.0) - 2024-09-17
 
 ### Added
+
 - implement search_sorted_many ([#840](https://github.com/spiraldb/vortex/pull/840))
 - more Results, fewer panics, always have backtraces ([#761](https://github.com/spiraldb/vortex/pull/761))
 
 ### Other
+
 - Update to rust 1.81 binary_search algorithm ([#851](https://github.com/spiraldb/vortex/pull/851))
 - Fix chunked filter handling of set slices spanning multiple chunks ([#842](https://github.com/spiraldb/vortex/pull/842))
 - Handle empty filters when filtering empty structs ([#834](https://github.com/spiraldb/vortex/pull/834))
@@ -1880,21 +2629,25 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-alp` - [0.9.0](https://github.com/spiraldb/vortex/compare/vortex-alp-v0.8.0...vortex-alp-v0.9.0) - 2024-09-17
 
 ### Added
+
 - more Results, fewer panics, always have backtraces ([#761](https://github.com/spiraldb/vortex/pull/761))
 
 ### Other
+
 - Simplify/idiomize the way arrays return `&Array` ([#826](https://github.com/spiraldb/vortex/pull/826))
 - Introduce MaybeCompareFn trait to allow for partial compare specializations ([#768](https://github.com/spiraldb/vortex/pull/768))
 
 ## `vortex-runend-bool` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-runend-bool-v0.7.0...vortex-runend-bool-v0.8.0) - 2024-09-05
 
 ### Other
+
 - Add `scalar_at_unchecked` ([#666](https://github.com/spiraldb/vortex/pull/666))
 - Fix RunEnd take and scalar_at compute functions ([#588](https://github.com/spiraldb/vortex/pull/588))
 
 ## `vortex-bytebool` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-bytebool-v0.7.0...vortex-bytebool-v0.8.0) - 2024-09-05
 
 ### Other
+
 - Fix issues discovered by fuzzer ([#707](https://github.com/spiraldb/vortex/pull/707))
 - Add `scalar_at_unchecked` ([#666](https://github.com/spiraldb/vortex/pull/666))
 - Move expression filters out of datafusion ([#638](https://github.com/spiraldb/vortex/pull/638))
@@ -1903,12 +2656,14 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-zigzag` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-zigzag-v0.7.0...vortex-zigzag-v0.8.0) - 2024-09-05
 
 ### Other
+
 - Add `scalar_at_unchecked` ([#666](https://github.com/spiraldb/vortex/pull/666))
 - Clippy deny `unwrap` & `panic` in functions that return `Result` ([#578](https://github.com/spiraldb/vortex/pull/578))
 
 ## `vortex-runend` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-runend-v0.7.0...vortex-runend-v0.8.0) - 2024-09-05
 
 ### Other
+
 - Teach RunEnd take to respect its own validity ([#691](https://github.com/spiraldb/vortex/pull/691))
 - Add `scalar_at_unchecked` ([#666](https://github.com/spiraldb/vortex/pull/666))
 - Assert expected row count in tpch_benchmark binary ([#620](https://github.com/spiraldb/vortex/pull/620))
@@ -1918,12 +2673,14 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-roaring` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-roaring-v0.7.0...vortex-roaring-v0.8.0) - 2024-09-05
 
 ### Other
+
 - Add `scalar_at_unchecked` ([#666](https://github.com/spiraldb/vortex/pull/666))
 - Clippy deny `unwrap` & `panic` in functions that return `Result` ([#578](https://github.com/spiraldb/vortex/pull/578))
 
 ## `vortex-fsst` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-fsst-v0.7.0...vortex-fsst-v0.8.0) - 2024-09-05
 
 ### Other
+
 - FSSTCompressor ([#664](https://github.com/spiraldb/vortex/pull/664))
 - Fix issues discovered by fuzzer ([#707](https://github.com/spiraldb/vortex/pull/707))
 - Add `scalar_at_unchecked` ([#666](https://github.com/spiraldb/vortex/pull/666))
@@ -1931,12 +2688,14 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-dict` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-dict-v0.7.0...vortex-dict-v0.8.0) - 2024-09-05
 
 ### Other
+
 - Add `scalar_at_unchecked` ([#666](https://github.com/spiraldb/vortex/pull/666))
 - Clippy deny `unwrap` & `panic` in functions that return `Result` ([#578](https://github.com/spiraldb/vortex/pull/578))
 
 ## `vortex-datetime-parts` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-datetime-parts-v0.7.0...vortex-datetime-parts-v0.8.0) - 2024-09-05
 
 ### Other
+
 - Add `scalar_at_unchecked` ([#666](https://github.com/spiraldb/vortex/pull/666))
 - Move expression filters out of datafusion ([#638](https://github.com/spiraldb/vortex/pull/638))
 - Clippy deny `unwrap` & `panic` in functions that return `Result` ([#578](https://github.com/spiraldb/vortex/pull/578))
@@ -1944,6 +2703,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-sampling-compressor` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-sampling-compressor-v0.7.0...vortex-sampling-compressor-v0.8.0) - 2024-09-05
 
 ### Other
+
 - Add fuzzing for Take and SearchSorted functions ([#724](https://github.com/spiraldb/vortex/pull/724))
 - FSSTCompressor ([#664](https://github.com/spiraldb/vortex/pull/664))
 - Move expression filters out of datafusion ([#638](https://github.com/spiraldb/vortex/pull/638))
@@ -1954,6 +2714,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-fastlanes` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-fastlanes-v0.7.0...vortex-fastlanes-v0.8.0) - 2024-09-05
 
 ### Other
+
 - Fix search_sorted for FoRArray, BitPacked and PrimitiveArray ([#732](https://github.com/spiraldb/vortex/pull/732))
 - Fix issues discovered by fuzzer ([#707](https://github.com/spiraldb/vortex/pull/707))
 - FoR decompression happens in place if possible ([#699](https://github.com/spiraldb/vortex/pull/699))
@@ -1969,6 +2730,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-serde` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-serde-v0.7.0...vortex-serde-v0.8.0) - 2024-09-05
 
 ### Other
+
 - Upgrade rust nightly toolchain & MSRV ([#745](https://github.com/spiraldb/vortex/pull/745))
 - directly implement VortexReadAt on File ([#738](https://github.com/spiraldb/vortex/pull/738))
 - Teach schema dtype() and into_dtype() ([#714](https://github.com/spiraldb/vortex/pull/714))
@@ -1986,6 +2748,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-expr` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-expr-v0.7.0...vortex-expr-v0.8.0) - 2024-09-05
 
 ### Other
+
 - Add method for converting VortexExpr into equivalent pruning expression ([#701](https://github.com/spiraldb/vortex/pull/701))
 - Fix Operator::swap ([#672](https://github.com/spiraldb/vortex/pull/672))
 - Push filter schema manipulation into layout reader and reuse ipc message writer in file writer ([#651](https://github.com/spiraldb/vortex/pull/651))
@@ -1999,6 +2762,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-datafusion` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-datafusion-v0.7.0...vortex-datafusion-v0.8.0) - 2024-09-05
 
 ### Other
+
 - Push filter schema manipulation into layout reader and reuse ipc message writer in file writer ([#651](https://github.com/spiraldb/vortex/pull/651))
 - Support Temporal scalar conversion between datafusion and arrow ([#657](https://github.com/spiraldb/vortex/pull/657))
 - Move expression filters out of datafusion ([#638](https://github.com/spiraldb/vortex/pull/638))
@@ -2016,6 +2780,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-scalar` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-scalar-v0.7.0...vortex-scalar-v0.8.0) - 2024-09-05
 
 ### Other
+
 - Fix search_sorted for FoRArray, BitPacked and PrimitiveArray ([#732](https://github.com/spiraldb/vortex/pull/732))
 - Add fuzzing for Take and SearchSorted functions ([#724](https://github.com/spiraldb/vortex/pull/724))
 - impl Display for Time, Date, and Timestamp ([#683](https://github.com/spiraldb/vortex/pull/683))
@@ -2029,23 +2794,27 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-proto` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-proto-v0.7.0...vortex-proto-v0.8.0) - 2024-09-05
 
 ### Other
+
 - Push filter schema manipulation into layout reader and reuse ipc message writer in file writer ([#651](https://github.com/spiraldb/vortex/pull/651))
 - cargo-sort related maintenance  ([#650](https://github.com/spiraldb/vortex/pull/650))
 
 ## `vortex-flatbuffers` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-flatbuffers-v0.7.0...vortex-flatbuffers-v0.8.0) - 2024-09-05
 
 ### Other
+
 - Push filter schema manipulation into layout reader and reuse ipc message writer in file writer ([#651](https://github.com/spiraldb/vortex/pull/651))
 - Clippy deny `unwrap` & `panic` in functions that return `Result` ([#578](https://github.com/spiraldb/vortex/pull/578))
 
 ## `vortex-error` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-error-v0.7.0...vortex-error-v0.8.0) - 2024-09-05
 
 ### Other
+
 - impl Display for Time, Date, and Timestamp ([#683](https://github.com/spiraldb/vortex/pull/683))
 
 ## `vortex-dtype` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-dtype-v0.7.0...vortex-dtype-v0.8.0) - 2024-09-05
 
 ### Other
+
 - Move flatbuffer schema project functions around ([#680](https://github.com/spiraldb/vortex/pull/680))
 - DType serde project requires flatbuffers feature ([#679](https://github.com/spiraldb/vortex/pull/679))
 - Push filter schema manipulation into layout reader and reuse ipc message writer in file writer ([#651](https://github.com/spiraldb/vortex/pull/651))
@@ -2056,6 +2825,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-datetime-dtype` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-datetime-dtype-v0.7.0...vortex-datetime-dtype-v0.8.0) - 2024-09-05
 
 ### Other
+
 - impl Display for Time, Date, and Timestamp ([#683](https://github.com/spiraldb/vortex/pull/683))
 - Support Temporal scalar conversion between datafusion and arrow ([#657](https://github.com/spiraldb/vortex/pull/657))
 - cargo-sort related maintenance  ([#650](https://github.com/spiraldb/vortex/pull/650))
@@ -2063,6 +2833,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-buffer` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-buffer-v0.7.0...vortex-buffer-v0.8.0) - 2024-09-05
 
 ### Other
+
 - Primitive Iterator API ([#689](https://github.com/spiraldb/vortex/pull/689))
 - Support Temporal scalar conversion between datafusion and arrow ([#657](https://github.com/spiraldb/vortex/pull/657))
 - Clippy deny `unwrap` & `panic` in functions that return `Result` ([#578](https://github.com/spiraldb/vortex/pull/578))
@@ -2070,6 +2841,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-array` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-array-v0.7.0...vortex-array-v0.8.0) - 2024-09-05
 
 ### Other
+
 - PyVortex ([#729](https://github.com/spiraldb/vortex/pull/729))
 - Upgrade rust nightly toolchain & MSRV ([#745](https://github.com/spiraldb/vortex/pull/745))
 - Fix search_sorted for FoRArray, BitPacked and PrimitiveArray ([#732](https://github.com/spiraldb/vortex/pull/732))
@@ -2106,6 +2878,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-alp` - [0.8.0](https://github.com/spiraldb/vortex/compare/vortex-alp-v0.7.0...vortex-alp-v0.8.0) - 2024-09-05
 
 ### Other
+
 - ALP compressor is better at roundtripping values ([#736](https://github.com/spiraldb/vortex/pull/736))
 - Fix issues discovered by fuzzer ([#707](https://github.com/spiraldb/vortex/pull/707))
 - Primitive Iterator API ([#689](https://github.com/spiraldb/vortex/pull/689))
@@ -2118,27 +2891,32 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-array` - [0.7.0](https://github.com/spiraldb/vortex/compare/vortex-array-v0.6.0...vortex-array-v0.7.0) - 2024-08-09
 
 ### Other
+
 - Fix REE slicing with end being equal to array len ([#586](https://github.com/spiraldb/vortex/pull/586))
 - Fix vortex compressed benchmarks ([#577](https://github.com/spiraldb/vortex/pull/577))
 
 ## `vortex-serde` - [0.6.0](https://github.com/spiraldb/vortex/compare/vortex-serde-v0.5.0...vortex-serde-v0.6.0) - 2024-08-09
 
 ### Other
+
 - Only deserialize the required dtypes by projection from the footer ([#569](https://github.com/spiraldb/vortex/pull/569))
 
 ## `vortex-buffer` - [0.6.0](https://github.com/spiraldb/vortex/compare/vortex-buffer-v0.5.0...vortex-buffer-v0.6.0) - 2024-08-09
 
 ### Other
+
 - enforce docstrings in vortex-buffer ([#575](https://github.com/spiraldb/vortex/pull/575))
 
 ## `vortex-array` - [0.6.0](https://github.com/spiraldb/vortex/compare/vortex-array-v0.5.0...vortex-array-v0.6.0) - 2024-08-09
 
 ### Other
+
 - Remove to_present_null_buffer from LogicalValidity ([#579](https://github.com/spiraldb/vortex/pull/579))
 
 ## `vortex-runend-bool` - [0.5.0](https://github.com/spiraldb/vortex/compare/vortex-runend-bool-v0.4.12...vortex-runend-bool-v0.5.0) - 2024-08-08
 
 ### Other
+
 - Re-import array types ([#559](https://github.com/spiraldb/vortex/pull/559))
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
@@ -2151,6 +2929,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-bytebool` - [0.5.0](https://github.com/spiraldb/vortex/compare/vortex-bytebool-v0.4.12...vortex-bytebool-v0.5.0) - 2024-08-08
 
 ### Other
+
 - Refactor specialized conversion traits into `From` and `Into` ([#560](https://github.com/spiraldb/vortex/pull/560))
 - Re-import array types ([#559](https://github.com/spiraldb/vortex/pull/559))
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
@@ -2163,6 +2942,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-serde` - [0.5.0](https://github.com/spiraldb/vortex/compare/vortex-serde-v0.4.12...vortex-serde-v0.5.0) - 2024-08-08
 
 ### Other
+
 - Push column projections down to the file IO layer ([#568](https://github.com/spiraldb/vortex/pull/568))
 - Lots of things to try and get publishing working ([#557](https://github.com/spiraldb/vortex/pull/557))
 - Support dynamic layouts with io batching ([#533](https://github.com/spiraldb/vortex/pull/533))
@@ -2177,22 +2957,26 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-datafusion` - [0.5.0](https://github.com/spiraldb/vortex/compare/vortex-datafusion-v0.4.12...vortex-datafusion-v0.5.0) - 2024-08-08
 
 ### Other
+
 - Hook on-disk vortex files into benchmarking ([#565](https://github.com/spiraldb/vortex/pull/565))
 
 ## `vortex-error` - [0.5.0](https://github.com/spiraldb/vortex/compare/vortex-error-v0.4.12...vortex-error-v0.5.0) - 2024-08-08
 
 ### Other
+
 - Lots of things to try and get publishing working ([#557](https://github.com/spiraldb/vortex/pull/557))
 
 ## `vortex-array` - [0.5.0](https://github.com/spiraldb/vortex/compare/vortex-array-v0.4.12...vortex-array-v0.5.0) - 2024-08-08
 
 ### Other
+
 - Lots of things to try and get publishing working ([#557](https://github.com/spiraldb/vortex/pull/557))
 - Hook on-disk vortex files into benchmarking ([#565](https://github.com/spiraldb/vortex/pull/565))
 
 ## `vortex-runend-bool` - [0.2.0](https://github.com/spiraldb/vortex/releases/tag/vortex-runend-bool-v0.2.0) - 2024-08-05
 
 ### Other
+
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
 - Added bool iterators index and slice and filtering across some array types ([#505](https://github.com/spiraldb/vortex/pull/505))
@@ -2204,6 +2988,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-bytebool` - [0.2.0](https://github.com/spiraldb/vortex/releases/tag/vortex-bytebool-v0.2.0) - 2024-08-05
 
 ### Other
+
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
 - Simpler ByteBool slice ([#527](https://github.com/spiraldb/vortex/pull/527))
@@ -2214,6 +2999,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-serde` - [0.2.0](https://github.com/spiraldb/vortex/releases/tag/vortex-serde-v0.2.0) - 2024-08-05
 
 ### Other
+
 - build-vortex -> vortex-build ([#552](https://github.com/spiraldb/vortex/pull/552))
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Add identity projection to the file reader ([#532](https://github.com/spiraldb/vortex/pull/532))
@@ -2223,9 +3009,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-sampling-compressor` - [0.2.0](https://github.com/spiraldb/vortex/releases/tag/vortex-sampling-compressor-v0.2.0) - 2024-08-05
 
 ### Fixed
+
 - fix UB and run tests with miri ([#517](https://github.com/spiraldb/vortex/pull/517))
 
 ### Other
+
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
 - FoR will compress signed array when min == 0 now ([#511](https://github.com/spiraldb/vortex/pull/511))
@@ -2240,6 +3028,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-runend` - [0.2.0](https://github.com/spiraldb/vortex/releases/tag/vortex-runend-v0.2.0) - 2024-08-05
 
 ### Other
+
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
 - Fix out ouf bounds when taking from run end arrays ([#501](https://github.com/spiraldb/vortex/pull/501))
@@ -2260,9 +3049,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-datafusion` - [0.2.0](https://github.com/spiraldb/vortex/releases/tag/vortex-datafusion-v0.2.0) - 2024-08-05
 
 ### Fixed
+
 - fix UB and run tests with miri ([#517](https://github.com/spiraldb/vortex/pull/517))
 
 ### Other
+
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
 - Follow up for 537 ([#538](https://github.com/spiraldb/vortex/pull/538))
@@ -2286,6 +3077,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-scalar` - [0.2.0](https://github.com/spiraldb/vortex/releases/tag/vortex-scalar-v0.2.0) - 2024-08-05
 
 ### Other
+
 - build-vortex -> vortex-build ([#552](https://github.com/spiraldb/vortex/pull/552))
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Initial version of simple FileReader/Writer ([#516](https://github.com/spiraldb/vortex/pull/516))
@@ -2320,6 +3112,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-runend-bool` - [0.2.0](https://github.com/spiraldb/vortex/compare/vortex-runend-bool-v0.1.0...vortex-runend-bool-v0.2.0) - 2024-08-05
 
 ### Other
+
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
 - Added bool iterators index and slice and filtering across some array types ([#505](https://github.com/spiraldb/vortex/pull/505))
@@ -2331,6 +3124,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-bytebool` - [0.2.0](https://github.com/spiraldb/vortex/compare/vortex-bytebool-v0.1.0...vortex-bytebool-v0.2.0) - 2024-08-05
 
 ### Other
+
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
 - Simpler ByteBool slice ([#527](https://github.com/spiraldb/vortex/pull/527))
@@ -2341,6 +3135,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-serde` - [0.2.0](https://github.com/spiraldb/vortex/compare/vortex-serde-v0.1.0...vortex-serde-v0.2.0) - 2024-08-05
 
 ### Other
+
 - build-vortex -> vortex-build ([#552](https://github.com/spiraldb/vortex/pull/552))
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Add identity projection to the file reader ([#532](https://github.com/spiraldb/vortex/pull/532))
@@ -2350,6 +3145,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-zigzag` - [0.2.0](https://github.com/spiraldb/vortex/compare/vortex-zigzag-v0.1.0...vortex-zigzag-v0.2.0) - 2024-08-05
 
 ### Other
+
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
 - Make unary functions nicer to `use` ([#493](https://github.com/spiraldb/vortex/pull/493))
@@ -2368,9 +3164,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-sampling-compressor` - [0.2.0](https://github.com/spiraldb/vortex/compare/vortex-sampling-compressor-v0.1.0...vortex-sampling-compressor-v0.2.0) - 2024-08-05
 
 ### Fixed
+
 - fix UB and run tests with miri ([#517](https://github.com/spiraldb/vortex/pull/517))
 
 ### Other
+
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
 - FoR will compress signed array when min == 0 now ([#511](https://github.com/spiraldb/vortex/pull/511))
@@ -2385,6 +3183,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-runend` - [0.2.0](https://github.com/spiraldb/vortex/compare/vortex-runend-v0.1.0...vortex-runend-v0.2.0) - 2024-08-05
 
 ### Other
+
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
 - Fix out ouf bounds when taking from run end arrays ([#501](https://github.com/spiraldb/vortex/pull/501))
@@ -2405,6 +3204,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-roaring` - [0.2.0](https://github.com/spiraldb/vortex/compare/vortex-roaring-v0.1.0...vortex-roaring-v0.2.0) - 2024-08-05
 
 ### Other
+
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
 - Ignore tests that miri can't run ([#514](https://github.com/spiraldb/vortex/pull/514))
@@ -2424,9 +3224,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-fastlanes` - [0.2.0](https://github.com/spiraldb/vortex/compare/vortex-fastlanes-v0.1.0...vortex-fastlanes-v0.2.0) - 2024-08-05
 
 ### Fixed
+
 - fix UB and run tests with miri ([#517](https://github.com/spiraldb/vortex/pull/517))
 
 ### Other
+
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
 - Make unary functions nicer to `use` ([#493](https://github.com/spiraldb/vortex/pull/493))
@@ -2452,6 +3254,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-dict` - [0.2.0](https://github.com/spiraldb/vortex/compare/vortex-dict-v0.1.0...vortex-dict-v0.2.0) - 2024-08-05
 
 ### Other
+
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
 - Make unary functions nicer to `use` ([#493](https://github.com/spiraldb/vortex/pull/493))
@@ -2473,9 +3276,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-datetime-parts` - [0.2.0](https://github.com/spiraldb/vortex/compare/vortex-datetime-parts-v0.1.0...vortex-datetime-parts-v0.2.0) - 2024-08-05
 
 ### Fixed
+
 - canonicalization of chunked ExtensionArray ([#499](https://github.com/spiraldb/vortex/pull/499))
 
 ### Other
+
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
 - Add license check to CI ([#518](https://github.com/spiraldb/vortex/pull/518))
@@ -2498,9 +3303,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-datafusion` - [0.2.0](https://github.com/spiraldb/vortex/compare/vortex-datafusion-v0.1.0...vortex-datafusion-v0.2.0) - 2024-08-05
 
 ### Fixed
+
 - fix UB and run tests with miri ([#517](https://github.com/spiraldb/vortex/pull/517))
 
 ### Other
+
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
 - Follow up for 537 ([#538](https://github.com/spiraldb/vortex/pull/538))
@@ -2524,6 +3331,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-scalar` - [0.2.0](https://github.com/spiraldb/vortex/compare/vortex-scalar-v0.1.0...vortex-scalar-v0.2.0) - 2024-08-05
 
 ### Other
+
 - build-vortex -> vortex-build ([#552](https://github.com/spiraldb/vortex/pull/552))
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Initial version of simple FileReader/Writer ([#516](https://github.com/spiraldb/vortex/pull/516))
@@ -2558,6 +3366,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-expr` - [0.2.0](https://github.com/spiraldb/vortex/compare/vortex-expr-v0.1.0...vortex-expr-v0.2.0) - 2024-08-05
 
 ### Other
+
 - build-vortex -> vortex-build ([#552](https://github.com/spiraldb/vortex/pull/552))
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
@@ -2571,6 +3380,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-flatbuffers` - [0.2.0](https://github.com/spiraldb/vortex/compare/vortex-flatbuffers-v0.1.0...vortex-flatbuffers-v0.2.0) - 2024-08-05
 
 ### Other
+
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
 - Add ScalarView ([#301](https://github.com/spiraldb/vortex/pull/301))
 - Remove unused dependencies (and bump lance) ([#286](https://github.com/spiraldb/vortex/pull/286))
@@ -2584,6 +3394,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-error` - [0.2.0](https://github.com/spiraldb/vortex/compare/vortex-error-v0.1.0...vortex-error-v0.2.0) - 2024-08-05
 
 ### Other
+
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
 - Minimal support for reading vortex with object_store ([#427](https://github.com/spiraldb/vortex/pull/427))
 - IPC Bench ([#319](https://github.com/spiraldb/vortex/pull/319))
@@ -2600,6 +3411,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-dtype` - [0.2.0](https://github.com/spiraldb/vortex/compare/vortex-dtype-v0.1.0...vortex-dtype-v0.2.0) - 2024-08-05
 
 ### Other
+
 - build-vortex -> vortex-build ([#552](https://github.com/spiraldb/vortex/pull/552))
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
@@ -2634,6 +3446,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-buffer` - [0.2.0](https://github.com/spiraldb/vortex/compare/vortex-buffer-v0.1.0...vortex-buffer-v0.2.0) - 2024-08-05
 
 ### Other
+
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
 - setup automated releases with release-plz ([#547](https://github.com/spiraldb/vortex/pull/547))
@@ -2652,11 +3465,13 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-array` - [0.2.0](https://github.com/spiraldb/vortex/compare/vortex-array-v0.1.0...vortex-array-v0.2.0) - 2024-08-05
 
 ### Fixed
+
 - fix UB and run tests with miri ([#517](https://github.com/spiraldb/vortex/pull/517))
 - canonicalization of chunked ExtensionArray ([#499](https://github.com/spiraldb/vortex/pull/499))
 - fix comment on TemporalArray::new_time ([#482](https://github.com/spiraldb/vortex/pull/482))
 
 ### Other
+
 - build-vortex -> vortex-build ([#552](https://github.com/spiraldb/vortex/pull/552))
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
@@ -2829,6 +3644,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## `vortex-alp` - [0.2.0](https://github.com/spiraldb/vortex/compare/vortex-alp-v0.1.0...vortex-alp-v0.2.0) - 2024-08-05
 
 ### Other
+
 - Use versioned workspace deps ([#551](https://github.com/spiraldb/vortex/pull/551))
 - Run cargo-sort on the whole workspace ([#550](https://github.com/spiraldb/vortex/pull/550))
 - setup automated releases with release-plz ([#547](https://github.com/spiraldb/vortex/pull/547))
diff --git a/Cargo.lock b/Cargo.lock
index 6d64aeb640..35f6f48f59 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -463,7 +463,7 @@ checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
 
 [[package]]
 name = "bench-vortex"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "anyhow",
  "arrow-array",
@@ -966,15 +966,15 @@ checksum = "baf0a07a401f374238ab8e2f11a104d2851bf9ce711ec69804834de8af45c7af"
 
 [[package]]
 name = "console"
-version = "0.15.8"
+version = "0.15.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0e1f83fc076bd6dd27517eacdf25fef6c4dfe5f1d7448bafaaf3a26f13b5e4eb"
+checksum = "ea3c6ecd8059b57859df5c69830340ed3c41d30e3da0c1cbed90a96ac853041b"
 dependencies = [
- "encode_unicode 0.3.6",
- "lazy_static",
+ "encode_unicode",
  "libc",
- "unicode-width 0.1.14",
- "windows-sys 0.52.0",
+ "once_cell",
+ "unicode-width 0.2.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -1641,12 +1641,6 @@ version = "1.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "60b1af1c220855b6ceac025d3f6ecdd2b7c4894bfe9cd9bda4fbb4bc7c0d4cf0"
 
-[[package]]
-name = "encode_unicode"
-version = "0.3.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a357d28ed41a50f9c765dbfe56cbc04a64e53e5fc58ba79fbc34c10ef3df831f"
-
 [[package]]
 name = "encode_unicode"
 version = "1.0.0"
@@ -2117,9 +2111,9 @@ checksum = "9a3a5bfb195931eeb336b2a7b4d761daec841b97f947d34394601737a7bba5e4"
 
 [[package]]
 name = "hyper"
-version = "1.5.1"
+version = "1.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "97818827ef4f364230e16705d4706e2897df2bb60617d6ca15d598025a3c481f"
+checksum = "256fb8d4bd6413123cc9d91832d78325c48ff41677595be797d90f42969beae0"
 dependencies = [
  "bytes",
  "futures-channel",
@@ -3315,7 +3309,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "eea25e07510aa6ab6547308ebe3c036016d162b8da920dbb079e3ba8acf3d95a"
 dependencies = [
  "csv",
- "encode_unicode 1.0.0",
+ "encode_unicode",
  "is-terminal",
  "lazy_static",
  "term",
@@ -3478,7 +3472,7 @@ dependencies = [
 
 [[package]]
 name = "pyvortex"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "arrow",
  "flume",
@@ -4719,7 +4713,7 @@ checksum = "0b928f33d975fc6ad9f86c8f283853ad26bdd5b10b7f1542aa2fa15e2289105a"
 
 [[package]]
 name = "vortex"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "vortex-alp",
  "vortex-array",
@@ -4748,7 +4742,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-alp"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4766,7 +4760,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-array"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "arbitrary",
  "arrow-arith",
@@ -4807,7 +4801,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-buffer"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "arrow-buffer",
  "bytes",
@@ -4816,7 +4810,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-bytebool"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "arrow-buffer",
  "num-traits",
@@ -4830,7 +4824,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-datafusion"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "anyhow",
  "arrow-array",
@@ -4864,7 +4858,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-datetime-dtype"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "arrow-schema",
  "jiff",
@@ -4876,7 +4870,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-datetime-parts"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "itertools 0.13.0",
  "serde",
@@ -4889,7 +4883,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-dict"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "arrow-buffer",
  "criterion",
@@ -4905,7 +4899,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-dtype"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "arbitrary",
  "flatbuffers",
@@ -4923,7 +4917,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-error"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "arrow-schema",
  "datafusion-common",
@@ -4940,7 +4934,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-expr"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "datafusion-expr",
  "datafusion-physical-expr",
@@ -4956,7 +4950,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-fastlanes"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "arrayref",
  "arrow-buffer",
@@ -4975,7 +4969,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-file"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -5003,7 +4997,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-flatbuffers"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "flatbuffers",
  "vortex-buffer",
@@ -5011,7 +5005,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-fsst"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -5026,7 +5020,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-fuzz"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "libfuzzer-sys",
  "vortex-array",
@@ -5039,7 +5033,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-io"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "bytes",
  "cfg-if",
@@ -5059,7 +5053,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-ipc"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "arrow-array",
  "arrow-ipc",
@@ -5083,7 +5077,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-proto"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "prost",
  "prost-types",
@@ -5091,7 +5085,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-roaring"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "arrow-buffer",
  "croaring",
@@ -5106,7 +5100,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-runend"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "arrow-buffer",
  "itertools 0.13.0",
@@ -5120,7 +5114,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-runend-bool"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "arrow-buffer",
  "criterion",
@@ -5137,7 +5131,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-sampling-compressor"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "arbitrary",
  "chrono",
@@ -5165,7 +5159,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-scalar"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "arbitrary",
  "arrow-array",
@@ -5189,7 +5183,7 @@ dependencies = [
 
 [[package]]
 name = "vortex-zigzag"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "serde",
  "vortex-array",
@@ -5667,7 +5661,7 @@ checksum = "32ac00cd3f8ec9c1d33fb3e7958a82df6989c42d747bd326c822b1d625283547"
 
 [[package]]
 name = "xtask"
-version = "0.20.0"
+version = "0.21.1"
 dependencies = [
  "anyhow",
  "clap",
diff --git a/Cargo.toml b/Cargo.toml
index 9703cb9e79..de2bf26012 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -24,7 +24,7 @@ members = [
 resolver = "2"
 
 [workspace.package]
-version = "0.20.0"
+version = "0.21.1"
 homepage = "https://github.com/spiraldb/vortex"
 repository = "https://github.com/spiraldb/vortex"
 authors = ["Vortex Authors <hello@vortex.dev>"]
@@ -130,31 +130,31 @@ uuid = "1.8.0"
 wasm-bindgen-futures = "0.4"
 
 # BEGIN crates published by this project
-vortex = { version = "0.20.0", path = "./vortex" }
-vortex-alp = { version = "0.20.0", path = "./encodings/alp" }
-vortex-array = { version = "0.20.0", path = "./vortex-array" }
-vortex-buffer = { version = "0.20.0", path = "./vortex-buffer" }
-vortex-bytebool = { version = "0.20.0", path = "./encodings/bytebool" }
-vortex-datafusion = { version = "0.20.0", path = "./vortex-datafusion" }
-vortex-datetime-dtype = { version = "0.20.0", path = "./vortex-datetime-dtype" }
-vortex-datetime-parts = { version = "0.20.0", path = "./encodings/datetime-parts" }
-vortex-dict = { version = "0.20.0", path = "./encodings/dict" }
-vortex-dtype = { version = "0.20.0", path = "./vortex-dtype", default-features = false }
-vortex-error = { version = "0.20.0", path = "./vortex-error" }
-vortex-expr = { version = "0.20.0", path = "./vortex-expr" }
-vortex-fastlanes = { version = "0.20.0", path = "./encodings/fastlanes" }
-vortex-file = { version = "0.20.0", path = "./vortex-file", default-features = false }
-vortex-flatbuffers = { version = "0.20.0", path = "./vortex-flatbuffers" }
-vortex-fsst = { version = "0.20.0", path = "./encodings/fsst" }
-vortex-io = { version = "0.20.0", path = "./vortex-io" }
-vortex-ipc = { version = "0.20.0", path = "./vortex-ipc" }
-vortex-proto = { version = "0.20.0", path = "./vortex-proto" }
-vortex-roaring = { version = "0.20.0", path = "./encodings/roaring" }
-vortex-runend = { version = "0.20.0", path = "./encodings/runend" }
-vortex-runend-bool = { version = "0.20.0", path = "./encodings/runend-bool" }
-vortex-scalar = { version = "0.20.0", path = "./vortex-scalar", default-features = false }
-vortex-sampling-compressor = { version = "0.20.0", path = "./vortex-sampling-compressor" }
-vortex-zigzag = { version = "0.20.0", path = "./encodings/zigzag" }
+vortex = { version = "0.21.1", path = "./vortex" }
+vortex-alp = { version = "0.21.1", path = "./encodings/alp" }
+vortex-array = { version = "0.21.1", path = "./vortex-array" }
+vortex-buffer = { version = "0.21.1", path = "./vortex-buffer" }
+vortex-bytebool = { version = "0.21.1", path = "./encodings/bytebool" }
+vortex-datafusion = { version = "0.21.1", path = "./vortex-datafusion" }
+vortex-datetime-dtype = { version = "0.21.1", path = "./vortex-datetime-dtype" }
+vortex-datetime-parts = { version = "0.21.1", path = "./encodings/datetime-parts" }
+vortex-dict = { version = "0.21.1", path = "./encodings/dict" }
+vortex-dtype = { version = "0.21.1", path = "./vortex-dtype", default-features = false }
+vortex-error = { version = "0.21.1", path = "./vortex-error" }
+vortex-expr = { version = "0.21.1", path = "./vortex-expr" }
+vortex-fastlanes = { version = "0.21.1", path = "./encodings/fastlanes" }
+vortex-file = { version = "0.21.1", path = "./vortex-file", default-features = false }
+vortex-flatbuffers = { version = "0.21.1", path = "./vortex-flatbuffers" }
+vortex-fsst = { version = "0.21.1", path = "./encodings/fsst" }
+vortex-io = { version = "0.21.1", path = "./vortex-io" }
+vortex-ipc = { version = "0.21.1", path = "./vortex-ipc" }
+vortex-proto = { version = "0.21.1", path = "./vortex-proto" }
+vortex-roaring = { version = "0.21.1", path = "./encodings/roaring" }
+vortex-runend = { version = "0.21.1", path = "./encodings/runend" }
+vortex-runend-bool = { version = "0.21.1", path = "./encodings/runend-bool" }
+vortex-scalar = { version = "0.21.1", path = "./vortex-scalar", default-features = false }
+vortex-sampling-compressor = { version = "0.21.1", path = "./vortex-sampling-compressor" }
+vortex-zigzag = { version = "0.21.1", path = "./encodings/zigzag" }
 # END crates published by this project
 
 worker = "0.5.0"