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#[cfg(test)]
mod test;
use std::sync::Arc;
use vortex_datetime_dtype::{TemporalMetadata, TimeUnit, DATE_ID, TIMESTAMP_ID, TIME_ID};
use vortex_dtype::{DType, ExtDType};
use vortex_error::{vortex_panic, VortexError};
use crate::array::ExtensionArray;
use crate::variants::ExtensionArrayTrait;
use crate::{ArrayDType, ArrayData, IntoArrayData};
/// An array wrapper for primitive values that have an associated temporal meaning.
///
/// This is a wrapper around ExtensionArrays containing numeric types, each of which corresponds to
/// either a timestamp or julian date (both referenced to UNIX epoch), OR a time since midnight.
///
/// ## Arrow compatibility
///
/// TemporalArray can be created from Arrow arrays containing the following datatypes:
/// * `Time32`
/// * `Time64`
/// * `Timestamp`
/// * `Date32`
/// * `Date64`
///
/// Anything that can be constructed and held in a `TemporalArray` can also be zero-copy converted
/// back to the relevant Arrow datatype.
#[derive(Clone, Debug)]
pub struct TemporalArray {
/// The underlying Vortex extension array holding all the numeric values.
ext: ExtensionArray,
/// In-memory representation of the ExtMetadata that is held by the underlying extension array.
///
/// We hold this directly to avoid needing to deserialize the metadata to access things like
/// timezone and TimeUnit of the underlying array.
temporal_metadata: TemporalMetadata,
}
macro_rules! assert_width {
($width:ty, $array:expr) => {{
let DType::Primitive(ptype, _) = $array.dtype() else {
panic!("array must have primitive type");
};
assert_eq!(
<$width as vortex_dtype::NativePType>::PTYPE,
*ptype,
"invalid ptype {} for array, expected {}",
<$width as vortex_dtype::NativePType>::PTYPE,
*ptype
);
}};
}
impl TemporalArray {
/// Create a new `TemporalArray` holding either i32 day offsets, or i64 millisecond offsets
/// that are evenly divisible by the number of 86,400,000.
///
/// This is equivalent to the data described by either of the `Date32` or `Date64` data types
/// from Arrow.
///
/// # Panics
///
/// If the time unit is milliseconds, and the array is not of primitive I64 type, it panics.
///
/// If the time unit is days, and the array is not of primitive I32 type, it panics.
///
/// If any other time unit is provided, it panics.
pub fn new_date(array: ArrayData, time_unit: TimeUnit) -> Self {
match time_unit {
TimeUnit::D => {
assert_width!(i32, array);
}
TimeUnit::Ms => {
assert_width!(i64, array);
}
_ => vortex_panic!("invalid TimeUnit {time_unit} for vortex.date"),
};
let ext_dtype = ExtDType::new(
DATE_ID.clone(),
Arc::new(array.dtype().clone()),
Some(TemporalMetadata::Date(time_unit).into()),
);
Self {
ext: ExtensionArray::new(Arc::new(ext_dtype), array),
temporal_metadata: TemporalMetadata::Date(time_unit),
}
}
/// Create a new `TemporalArray` holding one of the following values:
///
/// * `i32` values representing seconds since midnight
/// * `i32` values representing milliseconds since midnight
/// * `i64` values representing microseconds since midnight
/// * `i64` values representing nanoseconds since midnight
///
/// Note, this is equivalent to the set of values represented by the Time32 or Time64 types
/// from Arrow.
///
/// # Panics
///
/// If the time unit is seconds, and the array is not of primitive I32 type, it panics.
///
/// If the time unit is milliseconds, and the array is not of primitive I32 type, it panics.
///
/// If the time unit is microseconds, and the array is not of primitive I64 type, it panics.
///
/// If the time unit is nanoseconds, and the array is not of primitive I64 type, it panics.
pub fn new_time(array: ArrayData, time_unit: TimeUnit) -> Self {
match time_unit {
TimeUnit::S | TimeUnit::Ms => assert_width!(i32, array),
TimeUnit::Us | TimeUnit::Ns => assert_width!(i64, array),
TimeUnit::D => vortex_panic!("invalid unit D for vortex.time data"),
}
let temporal_metadata = TemporalMetadata::Time(time_unit);
Self {
ext: ExtensionArray::new(
Arc::new(ExtDType::new(
TIME_ID.clone(),
Arc::new(array.dtype().clone()),
Some(temporal_metadata.clone().into()),
)),
array,
),
temporal_metadata,
}
}
/// Create a new `TemporalArray` holding Arrow spec compliant Timestamp data, with an
/// optional timezone.
///
/// # Panics
///
/// If `array` does not hold Primitive i64 data, the function will panic.
///
/// If the time_unit is days, the function will panic.
pub fn new_timestamp(array: ArrayData, time_unit: TimeUnit, time_zone: Option<String>) -> Self {
assert_width!(i64, array);
let temporal_metadata = TemporalMetadata::Timestamp(time_unit, time_zone);
Self {
ext: ExtensionArray::new(
Arc::new(ExtDType::new(
TIMESTAMP_ID.clone(),
Arc::new(array.dtype().clone()),
Some(temporal_metadata.clone().into()),
)),
array,
),
temporal_metadata,
}
}
}
impl TemporalArray {
/// Access the underlying temporal values in the underlying ExtensionArray storage.
///
/// These values are to be interpreted based on the time unit and optional time-zone stored
/// in the TemporalMetadata.
pub fn temporal_values(&self) -> ArrayData {
self.ext.storage()
}
/// Retrieve the temporal metadata.
///
/// The metadata is used to provide semantic meaning to the temporal values Array, for example
/// to understand the granularity of the samples and if they have an associated timezone.
pub fn temporal_metadata(&self) -> &TemporalMetadata {
&self.temporal_metadata
}
/// Retrieve the extension DType associated with the underlying array.
pub fn ext_dtype(&self) -> Arc<ExtDType> {
self.ext.ext_dtype().clone()
}
}
impl From<TemporalArray> for ArrayData {
fn from(value: TemporalArray) -> Self {
value.ext.into_array()
}
}
impl TryFrom<ArrayData> for TemporalArray {
type Error = VortexError;
/// Try to specialize a generic Vortex array as a TemporalArray.
///
/// # Errors
///
/// If the provided Array does not have `vortex.ext` encoding, an error will be returned.
///
/// If the provided Array does not have recognized ExtMetadata corresponding to one of the known
/// `TemporalMetadata` variants, an error is returned.
fn try_from(value: ArrayData) -> Result<Self, Self::Error> {
let ext = ExtensionArray::try_from(value)?;
let temporal_metadata = TemporalMetadata::try_from(ext.ext_dtype().as_ref())?;
Ok(Self {
ext,
temporal_metadata,
})
}
}
// Conversions to/from ExtensionArray
impl From<&TemporalArray> for ExtensionArray {
fn from(value: &TemporalArray) -> Self {
value.ext.clone()
}
}
impl From<TemporalArray> for ExtensionArray {
fn from(value: TemporalArray) -> Self {
value.ext
}
}
impl TryFrom<ExtensionArray> for TemporalArray {
type Error = VortexError;
fn try_from(ext: ExtensionArray) -> Result<Self, Self::Error> {
let temporal_metadata = TemporalMetadata::try_from(ext.ext_dtype().as_ref())?;
Ok(Self {
ext,
temporal_metadata,
})
}
}