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varbinview.rs
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use std::any::Any;
use std::cmp::max;
use vortex_buffer::{BufferMut, ByteBuffer};
use vortex_dtype::{DType, Nullability};
use vortex_error::{VortexExpect, VortexResult};
use vortex_mask::Mask;
use crate::arrays::{BinaryView, VarBinViewArray};
use crate::builders::ArrayBuilder;
use crate::builders::lazy_validity_builder::LazyNullBufferBuilder;
use crate::{Array, ArrayRef, ToCanonical};
pub struct VarBinViewBuilder {
views_builder: BufferMut<BinaryView>,
pub null_buffer_builder: LazyNullBufferBuilder,
completed: Vec<ByteBuffer>,
in_progress: Vec<u8>,
nullability: Nullability,
dtype: DType,
}
impl VarBinViewBuilder {
// TODO(joe): add a block growth strategy, from arrow
const BLOCK_SIZE: u32 = 8 * 8 * 1024;
pub fn with_capacity(dtype: DType, capacity: usize) -> Self {
assert!(
matches!(dtype, DType::Utf8(_) | DType::Binary(_)),
"VarBinViewBuilder DType must be Utf8 or Binary."
);
Self {
views_builder: BufferMut::<BinaryView>::with_capacity(capacity),
null_buffer_builder: LazyNullBufferBuilder::new(capacity),
completed: vec![],
in_progress: vec![],
nullability: dtype.nullability(),
dtype,
}
}
fn append_value_view(&mut self, value: &[u8]) {
let v: &[u8] = value;
let length =
u32::try_from(v.len()).vortex_expect("cannot have a single string >2^32 in length");
if length <= 12 {
self.views_builder.push(BinaryView::new_inlined(v));
return;
}
let required_cap = self.in_progress.len() + v.len();
if self.in_progress.capacity() < required_cap {
self.flush_in_progress();
let to_reserve = max(v.len(), VarBinViewBuilder::BLOCK_SIZE as usize);
self.in_progress.reserve(to_reserve);
};
let offset = u32::try_from(self.in_progress.len()).vortex_expect("too many buffers");
self.in_progress.extend_from_slice(v);
let view = BinaryView::new_view(
length,
// inline the first 4 bytes of the view
v[0..4].try_into().vortex_expect("length already checked"),
// buffer offset
u32::try_from(self.completed.len()).vortex_expect("too many buffers"),
offset,
);
self.views_builder.push(view);
}
#[inline]
pub fn append_value<S: AsRef<[u8]>>(&mut self, value: S) {
self.append_value_view(value.as_ref());
self.null_buffer_builder.append_non_null();
}
#[inline]
pub fn append_option<S: AsRef<[u8]>>(&mut self, value: Option<S>) {
match value {
Some(value) => self.append_value(value),
None => self.append_null(),
}
}
#[inline]
fn flush_in_progress(&mut self) {
if !self.in_progress.is_empty() {
let f = ByteBuffer::from(std::mem::take(&mut self.in_progress));
self.push_completed(f)
}
}
fn push_completed(&mut self, block: ByteBuffer) {
assert!(block.len() < u32::MAX as usize, "Block too large");
assert!(self.completed.len() < u32::MAX as usize, "Too many blocks");
self.completed.push(block);
}
pub fn completed_block_count(&self) -> usize {
self.completed.len()
}
// Pushes an array of values into the buffer, where the buffers are sections of a
// VarBinView and the views are the BinaryView's of the VarBinView *already with their*
// buffers adjusted.
// The views must all point to sections of the buffers and the validity length must match
// the view length.
pub fn push_buffer_and_adjusted_views(
&mut self,
buffer: impl IntoIterator<Item = ByteBuffer>,
views: impl IntoIterator<Item = BinaryView>,
validity_mask: Mask,
) {
self.flush_in_progress();
self.completed.extend(buffer);
self.views_builder.extend(views);
self.push_only_validity_mask(validity_mask);
debug_assert_eq!(self.null_buffer_builder.len(), self.views_builder.len())
}
// Pushes a validity mask into the builder not affecting the views or buffers
fn push_only_validity_mask(&mut self, validity_mask: Mask) {
self.null_buffer_builder.append_validity_mask(validity_mask);
}
}
impl ArrayBuilder for VarBinViewBuilder {
fn as_any(&self) -> &dyn Any {
self
}
fn as_any_mut(&mut self) -> &mut dyn Any {
self
}
#[inline]
fn dtype(&self) -> &DType {
&self.dtype
}
#[inline]
fn len(&self) -> usize {
self.null_buffer_builder.len()
}
#[inline]
fn append_zeros(&mut self, n: usize) {
self.views_builder.push_n(BinaryView::empty_view(), n);
self.null_buffer_builder.append_n_non_nulls(n);
}
#[inline]
fn append_nulls(&mut self, n: usize) {
self.views_builder.push_n(BinaryView::empty_view(), n);
self.null_buffer_builder.append_n_nulls(n);
}
#[inline]
fn extend_from_array(&mut self, array: &dyn Array) -> VortexResult<()> {
let array = array.to_varbinview()?;
self.flush_in_progress();
let buffers_offset = u32::try_from(self.completed.len())?;
self.completed.extend_from_slice(array.buffers());
self.views_builder.extend(
array
.views()
.iter()
.map(|view| view.offset_view(buffers_offset)),
);
self.push_only_validity_mask(array.validity_mask()?);
Ok(())
}
fn set_validity(&mut self, validity: Mask) {
self.null_buffer_builder = LazyNullBufferBuilder::new(validity.len());
self.null_buffer_builder.append_validity_mask(validity);
}
fn finish(&mut self) -> ArrayRef {
self.flush_in_progress();
let buffers = std::mem::take(&mut self.completed);
assert_eq!(
self.views_builder.len(),
self.null_buffer_builder.len(),
"View and validity length must match"
);
let validity = self
.null_buffer_builder
.finish_with_nullability(self.nullability);
VarBinViewArray::try_new(
std::mem::take(&mut self.views_builder).freeze(),
buffers,
std::mem::replace(&mut self.dtype, DType::Null),
validity,
)
.vortex_expect("VarBinViewArray components should be valid.")
.into_array()
}
}
#[cfg(test)]
mod tests {
use std::str::from_utf8;
use itertools::Itertools;
use vortex_dtype::{DType, Nullability};
use crate::ToCanonical;
use crate::accessor::ArrayAccessor;
use crate::array::ArrayExt;
use crate::arrays::VarBinViewArray;
use crate::builders::{ArrayBuilder, VarBinViewBuilder};
#[test]
fn test_utf8_builder() {
let mut builder = VarBinViewBuilder::with_capacity(DType::Utf8(Nullability::Nullable), 10);
builder.append_option(Some("Hello"));
builder.append_option::<&str>(None);
builder.append_value("World");
builder.append_nulls(2);
builder.append_zeros(2);
builder.append_value("test");
let arr = builder.finish();
let arr = arr
.as_::<VarBinViewArray>()
.with_iterator(|iter| {
iter.map(|x| x.map(|x| from_utf8(x).unwrap().to_string()))
.collect_vec()
})
.unwrap();
assert_eq!(arr.len(), 8);
assert_eq!(
arr,
vec![
Some("Hello".to_string()),
None,
Some("World".to_string()),
None,
None,
Some("".to_string()),
Some("".to_string()),
Some("test".to_string()),
]
);
}
#[test]
fn test_utf8_builder_with_extend() {
let array = {
let mut builder =
VarBinViewBuilder::with_capacity(DType::Utf8(Nullability::Nullable), 10);
builder.append_null();
builder.append_value("Hello2");
builder.finish()
};
let mut builder = VarBinViewBuilder::with_capacity(DType::Utf8(Nullability::Nullable), 10);
builder.append_option(Some("Hello1"));
builder.extend_from_array(&array).unwrap();
builder.append_nulls(2);
builder.append_value("Hello3");
let arr = builder.finish().to_varbinview().unwrap();
let arr = arr
.with_iterator(|iter| {
iter.map(|x| x.map(|x| from_utf8(x).unwrap().to_string()))
.collect_vec()
})
.unwrap();
assert_eq!(arr.len(), 6);
assert_eq!(
arr,
vec![
Some("Hello1".to_string()),
None,
Some("Hello2".to_string()),
None,
None,
Some("Hello3".to_string()),
]
);
}
}