1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526
// 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
}
/// Returns whether the number of array slots is zero
fn is_empty(&self) -> bool {
self.current_run_end_index == 0
}
/// 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");
}
}