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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::types::bytes::ByteArrayNativeType;
use std::{any::Any, sync::Arc};
use crate::{
types::{
BinaryType, ByteArrayType, LargeBinaryType, LargeUtf8Type, RunEndIndexType,
Utf8Type,
},
ArrayRef, ArrowPrimitiveType, RunArray,
};
use super::{ArrayBuilder, GenericByteBuilder, PrimitiveBuilder};
use arrow_buffer::ArrowNativeType;
/// Builder for [`RunArray`] of [`GenericByteArray`](crate::array::GenericByteArray)
///
/// # Example:
///
/// ```
///
/// # use arrow_array::builder::GenericByteRunBuilder;
/// # use arrow_array::{GenericByteArray, BinaryArray};
/// # use arrow_array::types::{BinaryType, Int16Type};
/// # use arrow_array::{Array, Int16Array};
/// # use arrow_array::cast::AsArray;
///
/// let mut builder =
/// GenericByteRunBuilder::<Int16Type, BinaryType>::new();
/// builder.extend([Some(b"abc"), Some(b"abc"), None, Some(b"def")].into_iter());
/// builder.append_value(b"def");
/// builder.append_null();
/// let array = builder.finish();
///
/// assert_eq!(array.run_ends().values(), &[2, 3, 5, 6]);
///
/// let av = array.values();
///
/// assert!(!av.is_null(0));
/// assert!(av.is_null(1));
/// assert!(!av.is_null(2));
/// assert!(av.is_null(3));
///
/// // Values are polymorphic and so require a downcast.
/// let ava: &BinaryArray = av.as_binary();
///
/// assert_eq!(ava.value(0), b"abc");
/// assert_eq!(ava.value(2), b"def");
/// ```
#[derive(Debug)]
pub struct GenericByteRunBuilder<R, V>
where
R: ArrowPrimitiveType,
V: ByteArrayType,
{
run_ends_builder: PrimitiveBuilder<R>,
values_builder: GenericByteBuilder<V>,
current_value: Vec<u8>,
has_current_value: bool,
current_run_end_index: usize,
prev_run_end_index: usize,
}
impl<R, V> Default for GenericByteRunBuilder<R, V>
where
R: ArrowPrimitiveType,
V: ByteArrayType,
{
fn default() -> Self {
Self::new()
}
}
impl<R, V> GenericByteRunBuilder<R, V>
where
R: ArrowPrimitiveType,
V: ByteArrayType,
{
/// Creates a new `GenericByteRunBuilder`
pub fn new() -> Self {
Self {
run_ends_builder: PrimitiveBuilder::new(),
values_builder: GenericByteBuilder::<V>::new(),
current_value: Vec::new(),
has_current_value: false,
current_run_end_index: 0,
prev_run_end_index: 0,
}
}
/// Creates a new `GenericByteRunBuilder` with the provided capacity
///
/// `capacity`: the expected number of run-end encoded values.
/// `data_capacity`: the expected number of bytes of run end encoded values
pub fn with_capacity(capacity: usize, data_capacity: usize) -> Self {
Self {
run_ends_builder: PrimitiveBuilder::with_capacity(capacity),
values_builder: GenericByteBuilder::<V>::with_capacity(
capacity,
data_capacity,
),
current_value: Vec::new(),
has_current_value: false,
current_run_end_index: 0,
prev_run_end_index: 0,
}
}
}
impl<R, V> ArrayBuilder for GenericByteRunBuilder<R, V>
where
R: RunEndIndexType,
V: ByteArrayType,
{
/// Returns the builder as a non-mutable `Any` reference.
fn as_any(&self) -> &dyn Any {
self
}
/// Returns the builder as a mutable `Any` reference.
fn as_any_mut(&mut self) -> &mut dyn Any {
self
}
/// Returns the boxed builder as a box of `Any`.
fn into_box_any(self: Box<Self>) -> Box<dyn Any> {
self
}
/// Returns the length of logical array encoded by
/// the eventual runs array.
fn len(&self) -> usize {
self.current_run_end_index
}
/// Builds the array and reset this builder.
fn finish(&mut self) -> ArrayRef {
Arc::new(self.finish())
}
/// Builds the array without resetting the builder.
fn finish_cloned(&self) -> ArrayRef {
Arc::new(self.finish_cloned())
}
}
impl<R, V> GenericByteRunBuilder<R, V>
where
R: RunEndIndexType,
V: ByteArrayType,
{
/// Appends optional value to the logical array encoded by the RunArray.
pub fn append_option(&mut self, input_value: Option<impl AsRef<V::Native>>) {
match input_value {
Some(value) => self.append_value(value),
None => self.append_null(),
}
}
/// Appends value to the logical array encoded by the RunArray.
pub fn append_value(&mut self, input_value: impl AsRef<V::Native>) {
let value: &[u8] = input_value.as_ref().as_ref();
if !self.has_current_value {
self.append_run_end();
self.current_value.extend_from_slice(value);
self.has_current_value = true;
} else if self.current_value.as_slice() != value {
self.append_run_end();
self.current_value.clear();
self.current_value.extend_from_slice(value);
}
self.current_run_end_index += 1;
}
/// Appends null to the logical array encoded by the RunArray.
pub fn append_null(&mut self) {
if self.has_current_value {
self.append_run_end();
self.current_value.clear();
self.has_current_value = false;
}
self.current_run_end_index += 1;
}
/// Creates the RunArray and resets the builder.
/// Panics if RunArray cannot be built.
pub fn finish(&mut self) -> RunArray<R> {
// write the last run end to the array.
self.append_run_end();
// reset the run end index to zero.
self.current_value.clear();
self.has_current_value = false;
self.current_run_end_index = 0;
self.prev_run_end_index = 0;
// build the run encoded array by adding run_ends and values array as its children.
let run_ends_array = self.run_ends_builder.finish();
let values_array = self.values_builder.finish();
RunArray::<R>::try_new(&run_ends_array, &values_array).unwrap()
}
/// Creates the RunArray and without resetting the builder.
/// Panics if RunArray cannot be built.
pub fn finish_cloned(&self) -> RunArray<R> {
let mut run_ends_array = self.run_ends_builder.finish_cloned();
let mut values_array = self.values_builder.finish_cloned();
// Add current run if one exists
if self.prev_run_end_index != self.current_run_end_index {
let mut run_end_builder = run_ends_array.into_builder().unwrap();
let mut values_builder = values_array.into_builder().unwrap();
self.append_run_end_with_builders(&mut run_end_builder, &mut values_builder);
run_ends_array = run_end_builder.finish();
values_array = values_builder.finish();
}
RunArray::<R>::try_new(&run_ends_array, &values_array).unwrap()
}
// Appends the current run to the array.
fn append_run_end(&mut self) {
// empty array or the function called without appending any value.
if self.prev_run_end_index == self.current_run_end_index {
return;
}
let run_end_index = self.run_end_index_as_native();
self.run_ends_builder.append_value(run_end_index);
if self.has_current_value {
let slice = self.current_value.as_slice();
let native = unsafe {
// Safety:
// As self.current_value is created from V::Native. The value V::Native can be
// built back from the bytes without validations
V::Native::from_bytes_unchecked(slice)
};
self.values_builder.append_value(native);
} else {
self.values_builder.append_null();
}
self.prev_run_end_index = self.current_run_end_index;
}
// Similar to `append_run_end` but on custom builders.
// Used in `finish_cloned` which is not suppose to mutate `self`.
fn append_run_end_with_builders(
&self,
run_ends_builder: &mut PrimitiveBuilder<R>,
values_builder: &mut GenericByteBuilder<V>,
) {
let run_end_index = self.run_end_index_as_native();
run_ends_builder.append_value(run_end_index);
if self.has_current_value {
let slice = self.current_value.as_slice();
let native = unsafe {
// Safety:
// As self.current_value is created from V::Native. The value V::Native can be
// built back from the bytes without validations
V::Native::from_bytes_unchecked(slice)
};
values_builder.append_value(native);
} else {
values_builder.append_null();
}
}
fn run_end_index_as_native(&self) -> R::Native {
R::Native::from_usize(self.current_run_end_index)
.unwrap_or_else(|| panic!(
"Cannot convert the value {} from `usize` to native form of arrow datatype {}",
self.current_run_end_index,
R::DATA_TYPE
))
}
}
impl<R, V, S> Extend<Option<S>> for GenericByteRunBuilder<R, V>
where
R: RunEndIndexType,
V: ByteArrayType,
S: AsRef<V::Native>,
{
fn extend<T: IntoIterator<Item = Option<S>>>(&mut self, iter: T) {
for elem in iter {
self.append_option(elem);
}
}
}
/// Builder for [`RunArray`] of [`StringArray`](crate::array::StringArray)
///
/// ```
/// // Create a run-end encoded array with run-end indexes data type as `i16`.
/// // The encoded values are Strings.
///
/// # use arrow_array::builder::StringRunBuilder;
/// # use arrow_array::{Int16Array, StringArray};
/// # use arrow_array::types::Int16Type;
/// # use arrow_array::cast::AsArray;
/// #
/// let mut builder = StringRunBuilder::<Int16Type>::new();
///
/// // The builder builds the dictionary value by value
/// builder.append_value("abc");
/// builder.append_null();
/// builder.extend([Some("def"), Some("def"), Some("abc")]);
/// let array = builder.finish();
///
/// assert_eq!(array.run_ends().values(), &[1, 2, 4, 5]);
///
/// // Values are polymorphic and so require a downcast.
/// let av = array.values();
/// let ava: &StringArray = av.as_string::<i32>();
///
/// assert_eq!(ava.value(0), "abc");
/// assert!(av.is_null(1));
/// assert_eq!(ava.value(2), "def");
/// assert_eq!(ava.value(3), "abc");
///
/// ```
pub type StringRunBuilder<K> = GenericByteRunBuilder<K, Utf8Type>;
/// Builder for [`RunArray`] of [`LargeStringArray`](crate::array::LargeStringArray)
pub type LargeStringRunBuilder<K> = GenericByteRunBuilder<K, LargeUtf8Type>;
/// Builder for [`RunArray`] of [`BinaryArray`](crate::array::BinaryArray)
///
/// ```
/// // Create a run-end encoded array with run-end indexes data type as `i16`.
/// // The encoded data is binary values.
///
/// # use arrow_array::builder::BinaryRunBuilder;
/// # use arrow_array::{BinaryArray, Int16Array};
/// # use arrow_array::cast::AsArray;
/// # use arrow_array::types::Int16Type;
///
/// let mut builder = BinaryRunBuilder::<Int16Type>::new();
///
/// // The builder builds the dictionary value by value
/// builder.append_value(b"abc");
/// builder.append_null();
/// builder.extend([Some(b"def"), Some(b"def"), Some(b"abc")]);
/// let array = builder.finish();
///
/// assert_eq!(array.run_ends().values(), &[1, 2, 4, 5]);
///
/// // Values are polymorphic and so require a downcast.
/// let av = array.values();
/// let ava: &BinaryArray = av.as_binary();
///
/// assert_eq!(ava.value(0), b"abc");
/// assert!(av.is_null(1));
/// assert_eq!(ava.value(2), b"def");
/// assert_eq!(ava.value(3), b"abc");
///
/// ```
pub type BinaryRunBuilder<K> = GenericByteRunBuilder<K, BinaryType>;
/// Builder for [`RunArray`] of [`LargeBinaryArray`](crate::array::LargeBinaryArray)
pub type LargeBinaryRunBuilder<K> = GenericByteRunBuilder<K, LargeBinaryType>;
#[cfg(test)]
mod tests {
use super::*;
use crate::array::Array;
use crate::cast::AsArray;
use crate::types::{Int16Type, Int32Type};
use crate::GenericByteArray;
use crate::Int16RunArray;
fn test_bytes_run_builder<T>(values: Vec<&T::Native>)
where
T: ByteArrayType,
<T as ByteArrayType>::Native: PartialEq,
<T as ByteArrayType>::Native: AsRef<<T as ByteArrayType>::Native>,
{
let mut builder = GenericByteRunBuilder::<Int16Type, T>::new();
builder.append_value(values[0]);
builder.append_value(values[0]);
builder.append_value(values[0]);
builder.append_null();
builder.append_null();
builder.append_value(values[1]);
builder.append_value(values[1]);
builder.append_value(values[2]);
builder.append_value(values[2]);
builder.append_value(values[2]);
builder.append_value(values[2]);
let array = builder.finish();
assert_eq!(array.len(), 11);
assert_eq!(array.null_count(), 0);
assert_eq!(array.run_ends().values(), &[3, 5, 7, 11]);
// Values are polymorphic and so require a downcast.
let av = array.values();
let ava: &GenericByteArray<T> =
av.as_any().downcast_ref::<GenericByteArray<T>>().unwrap();
assert_eq!(*ava.value(0), *values[0]);
assert!(ava.is_null(1));
assert_eq!(*ava.value(2), *values[1]);
assert_eq!(*ava.value(3), *values[2]);
}
#[test]
fn test_string_run_builder() {
test_bytes_run_builder::<Utf8Type>(vec!["abc", "def", "ghi"]);
}
#[test]
fn test_string_run_builder_with_empty_strings() {
test_bytes_run_builder::<Utf8Type>(vec!["abc", "", "ghi"]);
}
#[test]
fn test_binary_run_builder() {
test_bytes_run_builder::<BinaryType>(vec![b"abc", b"def", b"ghi"]);
}
fn test_bytes_run_builder_finish_cloned<T>(values: Vec<&T::Native>)
where
T: ByteArrayType,
<T as ByteArrayType>::Native: PartialEq,
<T as ByteArrayType>::Native: AsRef<<T as ByteArrayType>::Native>,
{
let mut builder = GenericByteRunBuilder::<Int16Type, T>::new();
builder.append_value(values[0]);
builder.append_null();
builder.append_value(values[1]);
builder.append_value(values[1]);
builder.append_value(values[0]);
let mut array: Int16RunArray = builder.finish_cloned();
assert_eq!(array.len(), 5);
assert_eq!(array.null_count(), 0);
assert_eq!(array.run_ends().values(), &[1, 2, 4, 5]);
// Values are polymorphic and so require a downcast.
let av = array.values();
let ava: &GenericByteArray<T> =
av.as_any().downcast_ref::<GenericByteArray<T>>().unwrap();
assert_eq!(ava.value(0), values[0]);
assert!(ava.is_null(1));
assert_eq!(ava.value(2), values[1]);
assert_eq!(ava.value(3), values[0]);
// Append last value before `finish_cloned` (`value[0]`) again and ensure it has only
// one entry in final output.
builder.append_value(values[0]);
builder.append_value(values[0]);
builder.append_value(values[1]);
array = builder.finish();
assert_eq!(array.len(), 8);
assert_eq!(array.null_count(), 0);
assert_eq!(array.run_ends().values(), &[1, 2, 4, 7, 8]);
// Values are polymorphic and so require a downcast.
let av2 = array.values();
let ava2: &GenericByteArray<T> =
av2.as_any().downcast_ref::<GenericByteArray<T>>().unwrap();
assert_eq!(ava2.value(0), values[0]);
assert!(ava2.is_null(1));
assert_eq!(ava2.value(2), values[1]);
// The value appended before and after `finish_cloned` has only one entry.
assert_eq!(ava2.value(3), values[0]);
assert_eq!(ava2.value(4), values[1]);
}
#[test]
fn test_string_run_builder_finish_cloned() {
test_bytes_run_builder_finish_cloned::<Utf8Type>(vec!["abc", "def", "ghi"]);
}
#[test]
fn test_binary_run_builder_finish_cloned() {
test_bytes_run_builder_finish_cloned::<BinaryType>(vec![b"abc", b"def", b"ghi"]);
}
#[test]
fn test_extend() {
let mut builder = StringRunBuilder::<Int32Type>::new();
builder.extend(["a", "a", "a", "", "", "b", "b"].into_iter().map(Some));
builder.extend(["b", "cupcakes", "cupcakes"].into_iter().map(Some));
let array = builder.finish();
assert_eq!(array.len(), 10);
assert_eq!(array.run_ends().values(), &[3, 5, 8, 10]);
let str_array = array.values().as_string::<i32>();
assert_eq!(str_array.value(0), "a");
assert_eq!(str_array.value(1), "");
assert_eq!(str_array.value(2), "b");
assert_eq!(str_array.value(3), "cupcakes");
}
}