polars_core/chunked_array/object/
mod.rs

use std::any::Any;
use std::fmt::{Debug, Display};
use std::hash::Hash;

use arrow::bitmap::utils::{BitmapIter, ZipValidity};
use arrow::bitmap::{Bitmap, MutableBitmap};
use arrow::buffer::Buffer;
use polars_utils::total_ord::TotalHash;

use crate::prelude::*;

pub mod builder;
#[cfg(feature = "object")]
pub(crate) mod extension;
mod is_valid;
mod iterator;
pub mod registry;

pub use extension::set_polars_allow_extension;

#[derive(Debug, Clone)]
pub struct ObjectArray<T>
where
    T: PolarsObject,
{
    values: Buffer<T>,
    validity: Option<Bitmap>,
}

/// Trimmed down object safe polars object
pub trait PolarsObjectSafe: Any + Debug + Send + Sync + Display {
    fn type_name(&self) -> &'static str;

    fn as_any(&self) -> &dyn Any;

    fn to_boxed(&self) -> Box<dyn PolarsObjectSafe>;

    fn equal(&self, other: &dyn PolarsObjectSafe) -> bool;
}

impl PartialEq for &dyn PolarsObjectSafe {
    fn eq(&self, other: &Self) -> bool {
        self.equal(*other)
    }
}

/// Values need to implement this so that they can be stored into a Series and DataFrame
pub trait PolarsObject:
    Any + Debug + Clone + Send + Sync + Default + Display + Hash + TotalHash + PartialEq + Eq + TotalEq
{
    /// This should be used as type information. Consider this a part of the type system.
    fn type_name() -> &'static str;
}

impl<T: PolarsObject> PolarsObjectSafe for T {
    fn type_name(&self) -> &'static str {
        T::type_name()
    }

    fn as_any(&self) -> &dyn Any {
        self
    }

    fn to_boxed(&self) -> Box<dyn PolarsObjectSafe> {
        Box::new(self.clone())
    }

    fn equal(&self, other: &dyn PolarsObjectSafe) -> bool {
        let Some(other) = other.as_any().downcast_ref::<T>() else {
            return false;
        };
        self == other
    }
}

pub type ObjectValueIter<'a, T> = std::slice::Iter<'a, T>;

impl<T> ObjectArray<T>
where
    T: PolarsObject,
{
    pub fn values_iter(&self) -> ObjectValueIter<'_, T> {
        self.values.iter()
    }

    /// Returns an iterator of `Option<&T>` over every element of this array.
    pub fn iter(&self) -> ZipValidity<&T, ObjectValueIter<'_, T>, BitmapIter> {
        ZipValidity::new_with_validity(self.values_iter(), self.validity.as_ref())
    }

    /// Get a value at a certain index location
    pub fn value(&self, index: usize) -> &T {
        &self.values[index]
    }

    pub fn get(&self, index: usize) -> Option<&T> {
        if self.is_valid(index) {
            Some(unsafe { self.value_unchecked(index) })
        } else {
            None
        }
    }

    /// Get a value at a certain index location
    ///
    /// # Safety
    ///
    /// This does not any bound checks. The caller needs to ensure the index is within
    /// the size of the array.
    pub unsafe fn value_unchecked(&self, index: usize) -> &T {
        self.values.get_unchecked(index)
    }

    /// Check validity
    ///
    /// # Safety
    /// No bounds checks
    #[inline]
    pub unsafe fn is_valid_unchecked(&self, i: usize) -> bool {
        if let Some(b) = &self.validity {
            b.get_bit_unchecked(i)
        } else {
            true
        }
    }

    /// Check validity
    ///
    /// # Safety
    /// No bounds checks
    #[inline]
    pub unsafe fn is_null_unchecked(&self, i: usize) -> bool {
        !self.is_valid_unchecked(i)
    }

    /// Returns this array with a new validity.
    /// # Panic
    /// Panics iff `validity.len() != self.len()`.
    #[must_use]
    #[inline]
    pub fn with_validity(mut self, validity: Option<Bitmap>) -> Self {
        self.set_validity(validity);
        self
    }

    /// Sets the validity of this array.
    /// # Panics
    /// This function panics iff `values.len() != self.len()`.
    #[inline]
    pub fn set_validity(&mut self, validity: Option<Bitmap>) {
        if matches!(&validity, Some(bitmap) if bitmap.len() != self.len()) {
            panic!("validity must be equal to the array's length")
        }
        self.validity = validity;
    }
}

impl<T> Array for ObjectArray<T>
where
    T: PolarsObject,
{
    fn as_any(&self) -> &dyn Any {
        self
    }

    fn dtype(&self) -> &ArrowDataType {
        &ArrowDataType::FixedSizeBinary(size_of::<T>())
    }

    fn slice(&mut self, offset: usize, length: usize) {
        assert!(
            offset + length <= self.len(),
            "the offset of the new Buffer cannot exceed the existing length"
        );
        unsafe { self.slice_unchecked(offset, length) }
    }

    unsafe fn slice_unchecked(&mut self, offset: usize, length: usize) {
        self.validity = self
            .validity
            .take()
            .map(|bitmap| bitmap.sliced_unchecked(offset, length))
            .filter(|bitmap| bitmap.unset_bits() > 0);
        self.values.slice_unchecked(offset, length);
    }

    fn split_at_boxed(&self, offset: usize) -> (Box<dyn Array>, Box<dyn Array>) {
        let (lhs, rhs) = Splitable::split_at(self, offset);
        (Box::new(lhs), Box::new(rhs))
    }

    unsafe fn split_at_boxed_unchecked(&self, offset: usize) -> (Box<dyn Array>, Box<dyn Array>) {
        let (lhs, rhs) = unsafe { Splitable::split_at_unchecked(self, offset) };
        (Box::new(lhs), Box::new(rhs))
    }

    fn len(&self) -> usize {
        self.values.len()
    }

    fn validity(&self) -> Option<&Bitmap> {
        self.validity.as_ref()
    }

    fn with_validity(&self, validity: Option<Bitmap>) -> Box<dyn Array> {
        Box::new(self.clone().with_validity(validity))
    }

    fn to_boxed(&self) -> Box<dyn Array> {
        Box::new(self.clone())
    }

    fn as_any_mut(&mut self) -> &mut dyn Any {
        unimplemented!()
    }

    fn null_count(&self) -> usize {
        match &self.validity {
            None => 0,
            Some(validity) => validity.unset_bits(),
        }
    }
}

impl<T: PolarsObject> Splitable for ObjectArray<T> {
    fn check_bound(&self, offset: usize) -> bool {
        offset <= self.len()
    }

    unsafe fn _split_at_unchecked(&self, offset: usize) -> (Self, Self) {
        let (left_values, right_values) = unsafe { self.values.split_at_unchecked(offset) };
        let (left_validity, right_validity) = unsafe { self.validity.split_at_unchecked(offset) };
        (
            Self {
                values: left_values,
                validity: left_validity,
            },
            Self {
                values: right_values,
                validity: right_validity,
            },
        )
    }
}

impl<T: PolarsObject> StaticArray for ObjectArray<T> {
    type ValueT<'a> = &'a T;
    type ZeroableValueT<'a> = Option<&'a T>;
    type ValueIterT<'a> = ObjectValueIter<'a, T>;

    #[inline]
    unsafe fn value_unchecked(&self, idx: usize) -> Self::ValueT<'_> {
        self.value_unchecked(idx)
    }

    fn values_iter(&self) -> Self::ValueIterT<'_> {
        self.values_iter()
    }

    fn iter(&self) -> ZipValidity<Self::ValueT<'_>, Self::ValueIterT<'_>, BitmapIter> {
        self.iter()
    }

    fn with_validity_typed(self, validity: Option<Bitmap>) -> Self {
        self.with_validity(validity)
    }

    fn full_null(length: usize, _dtype: ArrowDataType) -> Self {
        ObjectArray {
            values: vec![T::default(); length].into(),
            validity: Some(Bitmap::new_with_value(false, length)),
        }
    }
}

impl<T: PolarsObject> ParameterFreeDtypeStaticArray for ObjectArray<T> {
    fn get_dtype() -> ArrowDataType {
        ArrowDataType::FixedSizeBinary(size_of::<T>())
    }
}

impl<T> ObjectChunked<T>
where
    T: PolarsObject,
{
    /// Get a hold to an object that can be formatted or downcasted via the Any trait.
    ///
    /// # Safety
    ///
    /// No bounds checks
    pub unsafe fn get_object_unchecked(&self, index: usize) -> Option<&dyn PolarsObjectSafe> {
        let (chunk_idx, idx) = self.index_to_chunked_index(index);
        self.get_object_chunked_unchecked(chunk_idx, idx)
    }

    pub(crate) unsafe fn get_object_chunked_unchecked(
        &self,
        chunk: usize,
        index: usize,
    ) -> Option<&dyn PolarsObjectSafe> {
        let chunks = self.downcast_chunks();
        let arr = chunks.get_unchecked(chunk);
        if arr.is_valid_unchecked(index) {
            Some(arr.value(index))
        } else {
            None
        }
    }

    /// Get a hold to an object that can be formatted or downcasted via the Any trait.
    pub fn get_object(&self, index: usize) -> Option<&dyn PolarsObjectSafe> {
        if index < self.len() {
            unsafe { self.get_object_unchecked(index) }
        } else {
            None
        }
    }
}

impl<T: PolarsObject> From<Vec<T>> for ObjectArray<T> {
    fn from(values: Vec<T>) -> Self {
        Self {
            values: values.into(),
            validity: None,
        }
    }
}
polars_core/chunked_array/object/mod.rs

polars_core/chunked_array/object/
mod.rs
