arrow_buffer/builder/

null.rs

// Licensed to the Apache Software Foundation (ASF) under one
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// distributed with this work for additional information
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// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License.  You may obtain a copy of the License at
//
//   http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied.  See the License for the
// specific language governing permissions and limitations
// under the License.

use crate::{BooleanBufferBuilder, MutableBuffer, NullBuffer};

/// Builder for creating [`NullBuffer`]s (bitmaps indicating validity/nulls).
///
/// # See also
/// * [`BooleanBufferBuilder`] for a lower-level bitmap builder.
/// * [`Self::allocated_size`] for the current memory allocated by the builder.
///
/// # Performance
///
/// This builder only materializes the buffer when null values (`false`) are
/// appended. If you only append non-null, (`true`) to the builder, no buffer is
/// allocated and [`build`](#method.build) or [`finish`](#method.finish) return
/// `None`.
///
/// This optimization is **very** important for the performance as it avoids
/// allocating memory for the null buffer when there are no nulls.
///
/// # Example
/// ```
/// # use arrow_buffer::NullBufferBuilder;
/// let mut builder = NullBufferBuilder::new(8);
/// builder.append_n_non_nulls(8);
/// // If no non null values are appended, the null buffer is not created
/// let buffer = builder.finish();
/// assert!(buffer.is_none());
/// // however, if a null value is appended, the null buffer is created
/// let mut builder = NullBufferBuilder::new(8);
/// builder.append_n_non_nulls(7);
/// builder.append_null();
/// let buffer = builder.finish().unwrap();
/// assert_eq!(buffer.len(), 8);
/// assert_eq!(buffer.iter().collect::<Vec<_>>(), vec![true, true, true, true, true, true, true, false]);
/// ```
#[derive(Debug)]
pub struct NullBufferBuilder {
    /// The bitmap builder to store the null buffer:
    /// * `Some` if any nulls have been appended ("materialized")
    /// * `None` if no nulls have been appended.
    bitmap_builder: Option<BooleanBufferBuilder>,
    /// Length of the buffer before materializing.
    ///
    /// if `bitmap_buffer` buffer is `Some`, this value is not used.
    len: usize,
    /// Initial capacity of the `bitmap_builder`, when it is materialized.
    capacity: usize,
}

impl NullBufferBuilder {
    /// Creates a new empty builder.
    ///
    /// Note that this method does not allocate any memory, regardless of the
    /// `capacity` parameter. If an allocation is required, `capacity` is the
    /// size in bits (not bytes) that will be allocated at minimum.
    pub fn new(capacity: usize) -> Self {
        Self {
            bitmap_builder: None,
            len: 0,
            capacity,
        }
    }

    /// Creates a new builder with given length.
    pub fn new_with_len(len: usize) -> Self {
        Self {
            bitmap_builder: None,
            len,
            capacity: len,
        }
    }

    /// Creates a new builder from a `MutableBuffer`.
    pub fn new_from_buffer(buffer: MutableBuffer, len: usize) -> Self {
        let capacity = buffer.len() * 8;
        assert!(len <= capacity);

        let bitmap_builder = Some(BooleanBufferBuilder::new_from_buffer(buffer, len));
        Self {
            bitmap_builder,
            len,
            capacity,
        }
    }

    /// Appends `n` `true`s into the builder
    /// to indicate that these `n` items are not nulls.
    #[inline]
    pub fn append_n_non_nulls(&mut self, n: usize) {
        if let Some(buf) = self.bitmap_builder.as_mut() {
            buf.append_n(n, true)
        } else {
            self.len += n;
        }
    }

    /// Appends a `true` into the builder
    /// to indicate that this item is not null.
    #[inline]
    pub fn append_non_null(&mut self) {
        if let Some(buf) = self.bitmap_builder.as_mut() {
            buf.append(true)
        } else {
            self.len += 1;
        }
    }

    /// Appends `n` `false`s into the builder
    /// to indicate that these `n` items are nulls.
    #[inline]
    pub fn append_n_nulls(&mut self, n: usize) {
        self.materialize_if_needed();
        self.bitmap_builder.as_mut().unwrap().append_n(n, false);
    }

    /// Appends a `false` into the builder
    /// to indicate that this item is null.
    #[inline]
    pub fn append_null(&mut self) {
        self.materialize_if_needed();
        self.bitmap_builder.as_mut().unwrap().append(false);
    }

    /// Appends a boolean value into the builder.
    #[inline]
    pub fn append(&mut self, not_null: bool) {
        if not_null {
            self.append_non_null()
        } else {
            self.append_null()
        }
    }

    /// Gets a bit in the buffer at `index`
    #[inline]
    pub fn is_valid(&self, index: usize) -> bool {
        if let Some(ref buf) = self.bitmap_builder {
            buf.get_bit(index)
        } else {
            true
        }
    }

    /// Truncates the builder to the given length
    ///
    /// If `len` is greater than the buffer's current length, this has no effect
    #[inline]
    pub fn truncate(&mut self, len: usize) {
        if let Some(buf) = self.bitmap_builder.as_mut() {
            buf.truncate(len);
        } else if len <= self.len {
            self.len = len
        }
    }

    /// Appends a boolean slice into the builder
    /// to indicate the validations of these items.
    pub fn append_slice(&mut self, slice: &[bool]) {
        if slice.iter().any(|v| !v) {
            self.materialize_if_needed()
        }
        if let Some(buf) = self.bitmap_builder.as_mut() {
            buf.append_slice(slice)
        } else {
            self.len += slice.len();
        }
    }

    /// Append [`NullBuffer`] to this [`NullBufferBuilder`]
    ///
    /// This is useful when you want to concatenate two null buffers.
    pub fn append_buffer(&mut self, buffer: &NullBuffer) {
        if buffer.null_count() > 0 {
            self.materialize_if_needed();
        }
        if let Some(buf) = self.bitmap_builder.as_mut() {
            buf.append_buffer(buffer.inner())
        } else {
            self.len += buffer.len();
        }
    }

    /// Builds the [`NullBuffer`] and resets the builder.
    ///
    /// Returns `None` if the builder only contains `true`s. Use [`Self::build`]
    /// when you don't need to reuse this builder.
    pub fn finish(&mut self) -> Option<NullBuffer> {
        self.len = 0;
        Some(NullBuffer::new(self.bitmap_builder.take()?.build()))
    }

    /// Builds the [`NullBuffer`] without resetting the builder.
    ///
    /// This consumes the builder. Use [`Self::finish`] to reuse it.
    pub fn build(self) -> Option<NullBuffer> {
        self.bitmap_builder.map(NullBuffer::from)
    }

    /// Builds the [NullBuffer] without resetting the builder.
    pub fn finish_cloned(&self) -> Option<NullBuffer> {
        let buffer = self.bitmap_builder.as_ref()?.finish_cloned();
        Some(NullBuffer::new(buffer))
    }

    /// Returns the inner bitmap builder as slice
    pub fn as_slice(&self) -> Option<&[u8]> {
        Some(self.bitmap_builder.as_ref()?.as_slice())
    }

    fn materialize_if_needed(&mut self) {
        if self.bitmap_builder.is_none() {
            self.materialize()
        }
    }

    #[cold]
    fn materialize(&mut self) {
        if self.bitmap_builder.is_none() {
            let mut b = BooleanBufferBuilder::new(self.len.max(self.capacity));
            b.append_n(self.len, true);
            self.bitmap_builder = Some(b);
        }
    }

    /// Return a mutable reference to the inner bitmap slice.
    pub fn as_slice_mut(&mut self) -> Option<&mut [u8]> {
        self.bitmap_builder.as_mut().map(|b| b.as_slice_mut())
    }

    /// Return the allocated size of this builder, in bytes, useful for memory accounting.
    pub fn allocated_size(&self) -> usize {
        self.bitmap_builder
            .as_ref()
            .map(|b| b.capacity() / 8)
            .unwrap_or(0)
    }

    /// Return the number of bits in the buffer.
    pub fn len(&self) -> usize {
        self.bitmap_builder.as_ref().map_or(self.len, |b| b.len())
    }

    /// Check if the builder is empty.
    pub fn is_empty(&self) -> bool {
        self.len() == 0
    }
}

#[cfg(test)]
mod tests {
    use super::*;

    #[test]
    fn test_null_buffer_builder() {
        let mut builder = NullBufferBuilder::new(0);
        builder.append_null();
        builder.append_non_null();
        builder.append_n_nulls(2);
        builder.append_n_non_nulls(2);
        assert_eq!(6, builder.len());
        assert_eq!(64, builder.allocated_size());

        let buf = builder.finish().unwrap();
        assert_eq!(&[0b110010_u8], buf.validity());
    }

    #[test]
    fn test_null_buffer_builder_all_nulls() {
        let mut builder = NullBufferBuilder::new(0);
        builder.append_null();
        builder.append_n_nulls(2);
        builder.append_slice(&[false, false, false]);
        assert_eq!(6, builder.len());
        assert_eq!(64, builder.allocated_size());

        let buf = builder.finish().unwrap();
        assert_eq!(&[0b0_u8], buf.validity());
    }

    #[test]
    fn test_null_buffer_builder_no_null() {
        let mut builder = NullBufferBuilder::new(0);
        builder.append_non_null();
        builder.append_n_non_nulls(2);
        builder.append_slice(&[true, true, true]);
        assert_eq!(6, builder.len());
        assert_eq!(0, builder.allocated_size());

        let buf = builder.finish();
        assert!(buf.is_none());
    }

    #[test]
    fn test_null_buffer_builder_reset() {
        let mut builder = NullBufferBuilder::new(0);
        builder.append_slice(&[true, false, true]);
        builder.finish();
        assert!(builder.is_empty());

        builder.append_slice(&[true, true, true]);
        assert!(builder.finish().is_none());
        assert!(builder.is_empty());

        builder.append_slice(&[true, true, false, true]);

        let buf = builder.finish().unwrap();
        assert_eq!(&[0b1011_u8], buf.validity());
    }

    #[test]
    fn test_null_buffer_builder_is_valid() {
        let mut builder = NullBufferBuilder::new(0);
        builder.append_n_non_nulls(6);
        assert!(builder.is_valid(0));

        builder.append_null();
        assert!(!builder.is_valid(6));

        builder.append_non_null();
        assert!(builder.is_valid(7));
    }

    #[test]
    fn test_null_buffer_builder_truncate() {
        let mut builder = NullBufferBuilder::new(10);
        builder.append_n_non_nulls(16);
        assert_eq!(builder.as_slice(), None);
        builder.truncate(20);
        assert_eq!(builder.as_slice(), None);
        assert_eq!(builder.len(), 16);
        assert_eq!(builder.allocated_size(), 0);
        builder.truncate(14);
        assert_eq!(builder.as_slice(), None);
        assert_eq!(builder.len(), 14);
        builder.append_null();
        builder.append_non_null();
        assert_eq!(builder.as_slice().unwrap(), &[0xFF, 0b10111111]);
        assert_eq!(builder.allocated_size(), 64);
    }

    #[test]
    fn test_null_buffer_builder_truncate_never_materialized() {
        let mut builder = NullBufferBuilder::new(0);
        assert_eq!(builder.len(), 0);
        builder.append_n_nulls(2); // doesn't materialize
        assert_eq!(builder.len(), 2);
        builder.truncate(1);
        assert_eq!(builder.len(), 1);
    }

    #[test]
    fn test_append_buffers() {
        let mut builder = NullBufferBuilder::new(0);
        let buffer1 = NullBuffer::from(&[true, true]);
        let buffer2 = NullBuffer::from(&[true, true, false]);

        builder.append_buffer(&buffer1);
        builder.append_buffer(&buffer2);

        assert_eq!(builder.as_slice().unwrap(), &[0b01111_u8]);
    }

    #[test]
    fn test_append_buffers_with_unaligned_length() {
        let mut builder = NullBufferBuilder::new(0);
        let buffer = NullBuffer::from(&[true, true, false, true, false]);
        builder.append_buffer(&buffer);
        assert_eq!(builder.as_slice().unwrap(), &[0b01011_u8]);

        let buffer = NullBuffer::from(&[false, false, true, true, true, false, false]);
        builder.append_buffer(&buffer);
        assert_eq!(builder.as_slice().unwrap(), &[0b10001011_u8, 0b0011_u8]);
    }

    #[test]
    fn test_append_empty_buffer() {
        let mut builder = NullBufferBuilder::new(0);
        let buffer = NullBuffer::from(&[true, true, false, true]);
        builder.append_buffer(&buffer);
        assert_eq!(builder.as_slice().unwrap(), &[0b1011_u8]);

        let buffer = NullBuffer::from(&[]);
        builder.append_buffer(&buffer);

        assert_eq!(builder.as_slice().unwrap(), &[0b1011_u8]);
    }

    #[test]
    fn test_should_not_materialize_when_appending_all_valid_buffers() {
        let mut builder = NullBufferBuilder::new(0);
        let buffer = NullBuffer::from(&[true; 10]);
        builder.append_buffer(&buffer);

        let buffer = NullBuffer::from(&[true; 2]);
        builder.append_buffer(&buffer);

        assert_eq!(builder.finish(), None);
    }
}