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// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// 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::builder::buffer_builder::{Int32BufferBuilder, Int8BufferBuilder};
use crate::builder::BufferBuilder;
use crate::{make_array, ArrowPrimitiveType, UnionArray};
use arrow_buffer::NullBufferBuilder;
use arrow_buffer::{ArrowNativeType, Buffer};
use arrow_data::ArrayDataBuilder;
use arrow_schema::{ArrowError, DataType, Field};
use std::any::Any;
use std::collections::HashMap;
/// `FieldData` is a helper struct to track the state of the fields in the `UnionBuilder`.
#[derive(Debug)]
struct FieldData {
/// The type id for this field
type_id: i8,
/// The Arrow data type represented in the `values_buffer`, which is untyped
data_type: DataType,
/// A buffer containing the values for this field in raw bytes
values_buffer: Box<dyn FieldDataValues>,
/// The number of array slots represented by the buffer
slots: usize,
/// A builder for the null bitmap
null_buffer_builder: NullBufferBuilder,
}
/// A type-erased [`BufferBuilder`] used by [`FieldData`]
trait FieldDataValues: std::fmt::Debug {
fn as_mut_any(&mut self) -> &mut dyn Any;
fn append_null(&mut self);
fn finish(&mut self) -> Buffer;
}
impl<T: ArrowNativeType> FieldDataValues for BufferBuilder<T> {
fn as_mut_any(&mut self) -> &mut dyn Any {
self
}
fn append_null(&mut self) {
self.advance(1)
}
fn finish(&mut self) -> Buffer {
self.finish()
}
}
impl FieldData {
/// Creates a new `FieldData`.
fn new<T: ArrowPrimitiveType>(type_id: i8, data_type: DataType, capacity: usize) -> Self {
Self {
type_id,
data_type,
slots: 0,
values_buffer: Box::new(BufferBuilder::<T::Native>::new(capacity)),
null_buffer_builder: NullBufferBuilder::new(capacity),
}
}
/// Appends a single value to this `FieldData`'s `values_buffer`.
fn append_value<T: ArrowPrimitiveType>(&mut self, v: T::Native) {
self.values_buffer
.as_mut_any()
.downcast_mut::<BufferBuilder<T::Native>>()
.expect("Tried to append unexpected type")
.append(v);
self.null_buffer_builder.append(true);
self.slots += 1;
}
/// Appends a null to this `FieldData`.
fn append_null(&mut self) {
self.values_buffer.append_null();
self.null_buffer_builder.append(false);
self.slots += 1;
}
}
/// Builder for [`UnionArray`]
///
/// Example: **Dense Memory Layout**
///
/// ```
/// # use arrow_array::builder::UnionBuilder;
/// # use arrow_array::types::{Float64Type, Int32Type};
///
/// let mut builder = UnionBuilder::new_dense();
/// builder.append::<Int32Type>("a", 1).unwrap();
/// builder.append::<Float64Type>("b", 3.0).unwrap();
/// builder.append::<Int32Type>("a", 4).unwrap();
/// let union = builder.build().unwrap();
///
/// assert_eq!(union.type_id(0), 0);
/// assert_eq!(union.type_id(1), 1);
/// assert_eq!(union.type_id(2), 0);
///
/// assert_eq!(union.value_offset(0), 0);
/// assert_eq!(union.value_offset(1), 0);
/// assert_eq!(union.value_offset(2), 1);
/// ```
///
/// Example: **Sparse Memory Layout**
/// ```
/// # use arrow_array::builder::UnionBuilder;
/// # use arrow_array::types::{Float64Type, Int32Type};
///
/// let mut builder = UnionBuilder::new_sparse();
/// builder.append::<Int32Type>("a", 1).unwrap();
/// builder.append::<Float64Type>("b", 3.0).unwrap();
/// builder.append::<Int32Type>("a", 4).unwrap();
/// let union = builder.build().unwrap();
///
/// assert_eq!(union.type_id(0), 0);
/// assert_eq!(union.type_id(1), 1);
/// assert_eq!(union.type_id(2), 0);
///
/// assert_eq!(union.value_offset(0), 0);
/// assert_eq!(union.value_offset(1), 1);
/// assert_eq!(union.value_offset(2), 2);
/// ```
#[derive(Debug)]
pub struct UnionBuilder {
/// The current number of slots in the array
len: usize,
/// Maps field names to `FieldData` instances which track the builders for that field
fields: HashMap<String, FieldData>,
/// Builder to keep track of type ids
type_id_builder: Int8BufferBuilder,
/// Builder to keep track of offsets (`None` for sparse unions)
value_offset_builder: Option<Int32BufferBuilder>,
initial_capacity: usize,
}
impl UnionBuilder {
/// Creates a new dense array builder.
pub fn new_dense() -> Self {
Self::with_capacity_dense(1024)
}
/// Creates a new sparse array builder.
pub fn new_sparse() -> Self {
Self::with_capacity_sparse(1024)
}
/// Creates a new dense array builder with capacity.
pub fn with_capacity_dense(capacity: usize) -> Self {
Self {
len: 0,
fields: HashMap::default(),
type_id_builder: Int8BufferBuilder::new(capacity),
value_offset_builder: Some(Int32BufferBuilder::new(capacity)),
initial_capacity: capacity,
}
}
/// Creates a new sparse array builder with capacity.
pub fn with_capacity_sparse(capacity: usize) -> Self {
Self {
len: 0,
fields: HashMap::default(),
type_id_builder: Int8BufferBuilder::new(capacity),
value_offset_builder: None,
initial_capacity: capacity,
}
}
/// Appends a null to this builder, encoding the null in the array
/// of the `type_name` child / field.
///
/// Since `UnionArray` encodes nulls as an entry in its children
/// (it doesn't have a validity bitmap itself), and where the null
/// is part of the final array, appending a NULL requires
/// specifying which field (child) to use.
#[inline]
pub fn append_null<T: ArrowPrimitiveType>(
&mut self,
type_name: &str,
) -> Result<(), ArrowError> {
self.append_option::<T>(type_name, None)
}
/// Appends a value to this builder.
#[inline]
pub fn append<T: ArrowPrimitiveType>(
&mut self,
type_name: &str,
v: T::Native,
) -> Result<(), ArrowError> {
self.append_option::<T>(type_name, Some(v))
}
fn append_option<T: ArrowPrimitiveType>(
&mut self,
type_name: &str,
v: Option<T::Native>,
) -> Result<(), ArrowError> {
let type_name = type_name.to_string();
let mut field_data = match self.fields.remove(&type_name) {
Some(data) => {
if data.data_type != T::DATA_TYPE {
return Err(ArrowError::InvalidArgumentError(format!(
"Attempt to write col \"{}\" with type {} doesn't match existing type {}",
type_name,
T::DATA_TYPE,
data.data_type
)));
}
data
}
None => match self.value_offset_builder {
Some(_) => FieldData::new::<T>(
self.fields.len() as i8,
T::DATA_TYPE,
self.initial_capacity,
),
// In the case of a sparse union, we should pass the maximum of the currently length and the capacity.
None => {
let mut fd = FieldData::new::<T>(
self.fields.len() as i8,
T::DATA_TYPE,
self.len.max(self.initial_capacity),
);
for _ in 0..self.len {
fd.append_null();
}
fd
}
},
};
self.type_id_builder.append(field_data.type_id);
match &mut self.value_offset_builder {
// Dense Union
Some(offset_builder) => {
offset_builder.append(field_data.slots as i32);
}
// Sparse Union
None => {
for (_, fd) in self.fields.iter_mut() {
// Append to all bar the FieldData currently being appended to
fd.append_null();
}
}
}
match v {
Some(v) => field_data.append_value::<T>(v),
None => field_data.append_null(),
}
self.fields.insert(type_name, field_data);
self.len += 1;
Ok(())
}
/// Builds this builder creating a new `UnionArray`.
pub fn build(mut self) -> Result<UnionArray, ArrowError> {
let type_id_buffer = self.type_id_builder.finish();
let value_offsets_buffer = self.value_offset_builder.map(|mut b| b.finish());
let mut children = Vec::new();
for (
name,
FieldData {
type_id,
data_type,
mut values_buffer,
slots,
null_buffer_builder: mut bitmap_builder,
},
) in self.fields.into_iter()
{
let buffer = values_buffer.finish();
let arr_data_builder = ArrayDataBuilder::new(data_type.clone())
.add_buffer(buffer)
.len(slots)
.nulls(bitmap_builder.finish());
let arr_data_ref = unsafe { arr_data_builder.build_unchecked() };
let array_ref = make_array(arr_data_ref);
children.push((type_id, (Field::new(name, data_type, false), array_ref)))
}
children.sort_by(|a, b| {
a.0.partial_cmp(&b.0)
.expect("This will never be None as type ids are always i8 values.")
});
let children: Vec<_> = children.into_iter().map(|(_, b)| b).collect();
let type_ids: Vec<i8> = (0_i8..children.len() as i8).collect();
UnionArray::try_new(&type_ids, type_id_buffer, value_offsets_buffer, children)
}
}