vortex-array 0.68.0

Vortex in memory columnar data format
Documentation 
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// SPDX-License-Identifier: Apache-2.0
// SPDX-FileCopyrightText: Copyright the Vortex contributors

use vortex_error::VortexResult;

use crate::ArrayRef;
use crate::IntoArray;
use crate::array::ArrayView;
use crate::arrays::Chunked;
use crate::arrays::ChunkedArray;
use crate::arrays::chunked::ChunkedArrayExt;
use crate::builtins::ArrayBuiltins;
use crate::scalar::Scalar;
use crate::scalar_fn::fns::fill_null::FillNullReduce;

impl FillNullReduce for Chunked {
    fn fill_null(
        array: ArrayView<'_, Chunked>,
        fill_value: &Scalar,
    ) -> VortexResult<Option<ArrayRef>> {
        let new_chunks = array
            .iter_chunks()
            .map(|c| c.fill_null(fill_value.clone()))
            .collect::<VortexResult<Vec<_>>>()?;

        // SAFETY: wrapping each chunk in ScalarFnArray preserves the same DType across all chunks.
        Ok(Some(
            unsafe { ChunkedArray::new_unchecked(new_chunks, fill_value.dtype().clone()) }
                .into_array(),
        ))
    }
}

#[cfg(test)]
mod tests {
    use vortex_buffer::BitBuffer;

    use crate::IntoArray;
    use crate::arrays::BoolArray;
    use crate::arrays::ChunkedArray;
    use crate::builtins::ArrayBuiltins;
    use crate::dtype::DType;
    use crate::dtype::Nullability;
    use crate::scalar::Scalar;
    use crate::validity::Validity;

    #[test]
    fn fill_null_chunks() {
        let chunked = ChunkedArray::try_new(
            vec![
                BoolArray::new(BitBuffer::new_set(5), Validity::AllInvalid).into_array(),
                BoolArray::new(BitBuffer::new_set(5), Validity::AllValid).into_array(),
            ],
            DType::Bool(Nullability::Nullable),
        )
        .unwrap();

        let filled = chunked.into_array().fill_null(Scalar::from(false)).unwrap();
        assert_eq!(*filled.dtype(), DType::Bool(Nullability::NonNullable));
    }
}