Enum ColumnData 

pub enum ColumnData {
    Float64(Vec<f64>),
    Int64(Vec<i64>),
    Bool(Vec<bool>),
    Utf8(Vec<String>),
    Timedelta64(Vec<i64>),
    Datetime64(Vec<i64>),
    Period(Vec<i64>),
    Interval(Vec<Interval>),
}

AG-10: Typed array representation for vectorized batch execution.

Stores column data as contiguous typed arrays rather than Vec<Scalar>. Validity is tracked by ValidityMask; invalid positions hold unspecified values in the typed array (callers must check validity before reading).

This eliminates per-element enum dispatch for arithmetic operations, enabling SIMD auto-vectorization on &[f64] / &[i64] slices.

Variants

Float64(Vec<f64>)

Int64(Vec<i64>)

Bool(Vec<bool>)

Utf8(Vec<String>)

Timedelta64(Vec<i64>)

Datetime64(Vec<i64>)

Period(Vec<i64>)

Interval(Vec<Interval>)

Implementations

impl ColumnData

pub fn from_scalars(values: &[Scalar], dtype: DType) -> Self

Materialize typed array from a Vec<Scalar> and its ValidityMask.

Invalid positions get a default sentinel (0 / 0.0 / false / “”). The caller must pair this with the corresponding ValidityMask to interpret which positions are actually valid.

pub fn to_scalars(&self, dtype: DType, validity: &ValidityMask) -> Vec<Scalar>

Convert typed array back to Vec<Scalar>, respecting ValidityMask.

pub fn len(&self) -> usize

pub fn is_empty(&self) -> bool

Trait Implementations

impl Clone for ColumnData

fn clone(&self) -> ColumnData

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for ColumnData

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl PartialEq for ColumnData

fn eq(&self, other: &ColumnData) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for ColumnData