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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873
// 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::array::print_long_array;
use crate::builder::{ArrayBuilder, GenericByteViewBuilder};
use crate::iterator::ArrayIter;
use crate::types::bytes::ByteArrayNativeType;
use crate::types::{BinaryViewType, ByteViewType, StringViewType};
use crate::{Array, ArrayAccessor, ArrayRef, GenericByteArray, OffsetSizeTrait, Scalar};
use arrow_buffer::{ArrowNativeType, Buffer, NullBuffer, ScalarBuffer};
use arrow_data::{ArrayData, ArrayDataBuilder, ByteView};
use arrow_schema::{ArrowError, DataType};
use num::ToPrimitive;
use std::any::Any;
use std::fmt::Debug;
use std::marker::PhantomData;
use std::sync::Arc;
use super::ByteArrayType;
/// [Variable-size Binary View Layout]: An array of variable length bytes view arrays.
///
/// Different than [`crate::GenericByteArray`] as it stores both an offset and length
/// meaning that take / filter operations can be implemented without copying the underlying data.
///
/// See [`StringViewArray`] for storing utf8 encoded string data and
/// [`BinaryViewArray`] for storing bytes.
///
/// [Variable-size Binary View Layout]: https://arrow.apache.org/docs/format/Columnar.html#variable-size-binary-view-layout
///
/// A `GenericByteViewArray` stores variable length byte strings. An array of
/// `N` elements is stored as `N` fixed length "views" and a variable number
/// of variable length "buffers".
///
/// Each view is a `u128` value whose layout is different depending on the
/// length of the string stored at that location:
///
/// ```text
/// ┌──────┬────────────────────────┐
/// │length│ string value │
/// Strings (len <= 12) │ │ (padded with 0) │
/// └──────┴────────────────────────┘
/// 0 31 127
///
/// ┌───────┬───────┬───────┬───────┐
/// │length │prefix │ buf │offset │
/// Strings (len > 12) │ │ │ index │ │
/// └───────┴───────┴───────┴───────┘
/// 0 31 63 95 127
/// ```
///
/// * Strings with length <= 12 are stored directly in the view.
///
/// * Strings with length > 12: The first four bytes are stored inline in the
/// view and the entire string is stored in one of the buffers.
///
/// Unlike [`GenericByteArray`], there are no constraints on the offsets other
/// than they must point into a valid buffer. However, they can be out of order,
/// non continuous and overlapping.
///
/// For example, in the following diagram, the strings "FishWasInTownToday" and
/// "CrumpleFacedFish" are both longer than 12 bytes and thus are stored in a
/// separate buffer while the string "LavaMonster" is stored inlined in the
/// view. In this case, the same bytes for "Fish" are used to store both strings.
///
/// ```text
/// ┌───┐
/// ┌──────┬──────┬──────┬──────┐ offset │...│
/// "FishWasInTownTodayYay" │ 21 │ Fish │ 0 │ 115 │─ ─ 103 │Mr.│
/// └──────┴──────┴──────┴──────┘ │ ┌ ─ ─ ─ ─ ▶ │Cru│
/// ┌──────┬──────┬──────┬──────┐ │mpl│
/// "CrumpleFacedFish" │ 16 │ Crum │ 0 │ 103 │─ ─│─ ─ ─ ┘ │eFa│
/// └──────┴──────┴──────┴──────┘ │ced│
/// ┌──────┬────────────────────┐ └ ─ ─ ─ ─ ─ ─ ─ ─ ▶│Fis│
/// "LavaMonster" │ 11 │ LavaMonster\0 │ │hWa│
/// └──────┴────────────────────┘ offset │sIn│
/// 115 │Tow│
/// │nTo│
/// │day│
/// u128 "views" │Yay│
/// buffer 0 │...│
/// └───┘
/// ```
/// [`GenericByteArray`]: crate::array::GenericByteArray
pub struct GenericByteViewArray<T: ByteViewType + ?Sized> {
data_type: DataType,
views: ScalarBuffer<u128>,
buffers: Vec<Buffer>,
phantom: PhantomData<T>,
nulls: Option<NullBuffer>,
}
impl<T: ByteViewType + ?Sized> Clone for GenericByteViewArray<T> {
fn clone(&self) -> Self {
Self {
data_type: T::DATA_TYPE,
views: self.views.clone(),
buffers: self.buffers.clone(),
nulls: self.nulls.clone(),
phantom: Default::default(),
}
}
}
impl<T: ByteViewType + ?Sized> GenericByteViewArray<T> {
/// Create a new [`GenericByteViewArray`] from the provided parts, panicking on failure
///
/// # Panics
///
/// Panics if [`GenericByteViewArray::try_new`] returns an error
pub fn new(views: ScalarBuffer<u128>, buffers: Vec<Buffer>, nulls: Option<NullBuffer>) -> Self {
Self::try_new(views, buffers, nulls).unwrap()
}
/// Create a new [`GenericByteViewArray`] from the provided parts, returning an error on failure
///
/// # Errors
///
/// * `views.len() != nulls.len()`
/// * [ByteViewType::validate] fails
pub fn try_new(
views: ScalarBuffer<u128>,
buffers: Vec<Buffer>,
nulls: Option<NullBuffer>,
) -> Result<Self, ArrowError> {
T::validate(&views, &buffers)?;
if let Some(n) = nulls.as_ref() {
if n.len() != views.len() {
return Err(ArrowError::InvalidArgumentError(format!(
"Incorrect length of null buffer for {}ViewArray, expected {} got {}",
T::PREFIX,
views.len(),
n.len(),
)));
}
}
Ok(Self {
data_type: T::DATA_TYPE,
views,
buffers,
nulls,
phantom: Default::default(),
})
}
/// Create a new [`GenericByteViewArray`] from the provided parts, without validation
///
/// # Safety
///
/// Safe if [`Self::try_new`] would not error
pub unsafe fn new_unchecked(
views: ScalarBuffer<u128>,
buffers: Vec<Buffer>,
nulls: Option<NullBuffer>,
) -> Self {
Self {
data_type: T::DATA_TYPE,
phantom: Default::default(),
views,
buffers,
nulls,
}
}
/// Create a new [`GenericByteViewArray`] of length `len` where all values are null
pub fn new_null(len: usize) -> Self {
Self {
data_type: T::DATA_TYPE,
views: vec![0; len].into(),
buffers: vec![],
nulls: Some(NullBuffer::new_null(len)),
phantom: Default::default(),
}
}
/// Create a new [`Scalar`] from `value`
pub fn new_scalar(value: impl AsRef<T::Native>) -> Scalar<Self> {
Scalar::new(Self::from_iter_values(std::iter::once(value)))
}
/// Creates a [`GenericByteViewArray`] based on an iterator of values without nulls
pub fn from_iter_values<Ptr, I>(iter: I) -> Self
where
Ptr: AsRef<T::Native>,
I: IntoIterator<Item = Ptr>,
{
let iter = iter.into_iter();
let mut builder = GenericByteViewBuilder::<T>::with_capacity(iter.size_hint().0);
for v in iter {
builder.append_value(v);
}
builder.finish()
}
/// Deconstruct this array into its constituent parts
pub fn into_parts(self) -> (ScalarBuffer<u128>, Vec<Buffer>, Option<NullBuffer>) {
(self.views, self.buffers, self.nulls)
}
/// Returns the views buffer
#[inline]
pub fn views(&self) -> &ScalarBuffer<u128> {
&self.views
}
/// Returns the buffers storing string data
#[inline]
pub fn data_buffers(&self) -> &[Buffer] {
&self.buffers
}
/// Returns the element at index `i`
/// # Panics
/// Panics if index `i` is out of bounds.
pub fn value(&self, i: usize) -> &T::Native {
assert!(
i < self.len(),
"Trying to access an element at index {} from a {}ViewArray of length {}",
i,
T::PREFIX,
self.len()
);
unsafe { self.value_unchecked(i) }
}
/// Returns the element at index `i`
/// # Safety
/// Caller is responsible for ensuring that the index is within the bounds of the array
pub unsafe fn value_unchecked(&self, idx: usize) -> &T::Native {
let v = self.views.get_unchecked(idx);
let len = *v as u32;
let b = if len <= 12 {
Self::inline_value(v, len as usize)
} else {
let view = ByteView::from(*v);
let data = self.buffers.get_unchecked(view.buffer_index as usize);
let offset = view.offset as usize;
data.get_unchecked(offset..offset + len as usize)
};
T::Native::from_bytes_unchecked(b)
}
/// Returns the inline value of the view.
///
/// # Safety
/// - The `view` must be a valid element from `Self::views()` that adheres to the view layout.
/// - The `len` must be the length of the inlined value. It should never be larger than 12.
#[inline(always)]
pub unsafe fn inline_value(view: &u128, len: usize) -> &[u8] {
debug_assert!(len <= 12);
std::slice::from_raw_parts((view as *const u128 as *const u8).wrapping_add(4), len)
}
/// constructs a new iterator
pub fn iter(&self) -> ArrayIter<&Self> {
ArrayIter::new(self)
}
/// Returns a zero-copy slice of this array with the indicated offset and length.
pub fn slice(&self, offset: usize, length: usize) -> Self {
Self {
data_type: T::DATA_TYPE,
views: self.views.slice(offset, length),
buffers: self.buffers.clone(),
nulls: self.nulls.as_ref().map(|n| n.slice(offset, length)),
phantom: Default::default(),
}
}
/// Returns a "compacted" version of this array
///
/// The original array will *not* be modified
///
/// # Garbage Collection
///
/// Before GC:
/// ```text
/// ┌──────┐
/// │......│
/// │......│
/// ┌────────────────────┐ ┌ ─ ─ ─ ▶ │Data1 │ Large buffer
/// │ View 1 │─ ─ ─ ─ │......│ with data that
/// ├────────────────────┤ │......│ is not referred
/// │ View 2 │─ ─ ─ ─ ─ ─ ─ ─▶ │Data2 │ to by View 1 or
/// └────────────────────┘ │......│ View 2
/// │......│
/// 2 views, refer to │......│
/// small portions of a └──────┘
/// large buffer
/// ```
///
/// After GC:
///
/// ```text
/// ┌────────────────────┐ ┌─────┐ After gc, only
/// │ View 1 │─ ─ ─ ─ ─ ─ ─ ─▶ │Data1│ data that is
/// ├────────────────────┤ ┌ ─ ─ ─ ▶ │Data2│ pointed to by
/// │ View 2 │─ ─ ─ ─ └─────┘ the views is
/// └────────────────────┘ left
///
///
/// 2 views
/// ```
/// This method will compact the data buffers by recreating the view array and only include the data
/// that is pointed to by the views.
///
/// Note that it will copy the array regardless of whether the original array is compact.
/// Use with caution as this can be an expensive operation, only use it when you are sure that the view
/// array is significantly smaller than when it is originally created, e.g., after filtering or slicing.
///
/// Note: this function does not attempt to canonicalize / deduplicate values. For this
/// feature see [`GenericByteViewBuilder::with_deduplicate_strings`].
pub fn gc(&self) -> Self {
let mut builder = GenericByteViewBuilder::<T>::with_capacity(self.len());
for v in self.iter() {
builder.append_option(v);
}
builder.finish()
}
/// Comparing two [`GenericByteViewArray`] at index `left_idx` and `right_idx`
///
/// Comparing two ByteView types are non-trivial.
/// It takes a bit of patience to understand why we don't just compare two &[u8] directly.
///
/// ByteView types give us the following two advantages, and we need to be careful not to lose them:
/// (1) For string/byte smaller than 12 bytes, the entire data is inlined in the view.
/// Meaning that reading one array element requires only one memory access
/// (two memory access required for StringArray, one for offset buffer, the other for value buffer).
///
/// (2) For string/byte larger than 12 bytes, we can still be faster than (for certain operations) StringArray/ByteArray,
/// thanks to the inlined 4 bytes.
/// Consider equality check:
/// If the first four bytes of the two strings are different, we can return false immediately (with just one memory access).
///
/// If we directly compare two &[u8], we materialize the entire string (i.e., make multiple memory accesses), which might be unnecessary.
/// - Most of the time (eq, ord), we only need to look at the first 4 bytes to know the answer,
/// e.g., if the inlined 4 bytes are different, we can directly return unequal without looking at the full string.
///
/// # Order check flow
/// (1) if both string are smaller than 12 bytes, we can directly compare the data inlined to the view.
/// (2) if any of the string is larger than 12 bytes, we need to compare the full string.
/// (2.1) if the inlined 4 bytes are different, we can return the result immediately.
/// (2.2) o.w., we need to compare the full string.
///
/// # Safety
/// The left/right_idx must within range of each array
pub unsafe fn compare_unchecked(
left: &GenericByteViewArray<T>,
left_idx: usize,
right: &GenericByteViewArray<T>,
right_idx: usize,
) -> std::cmp::Ordering {
let l_view = left.views().get_unchecked(left_idx);
let l_len = *l_view as u32;
let r_view = right.views().get_unchecked(right_idx);
let r_len = *r_view as u32;
if l_len <= 12 && r_len <= 12 {
let l_data = unsafe { GenericByteViewArray::<T>::inline_value(l_view, l_len as usize) };
let r_data = unsafe { GenericByteViewArray::<T>::inline_value(r_view, r_len as usize) };
return l_data.cmp(r_data);
}
// one of the string is larger than 12 bytes,
// we then try to compare the inlined data first
let l_inlined_data = unsafe { GenericByteViewArray::<T>::inline_value(l_view, 4) };
let r_inlined_data = unsafe { GenericByteViewArray::<T>::inline_value(r_view, 4) };
if r_inlined_data != l_inlined_data {
return l_inlined_data.cmp(r_inlined_data);
}
// unfortunately, we need to compare the full data
let l_full_data: &[u8] = unsafe { left.value_unchecked(left_idx).as_ref() };
let r_full_data: &[u8] = unsafe { right.value_unchecked(right_idx).as_ref() };
l_full_data.cmp(r_full_data)
}
}
impl<T: ByteViewType + ?Sized> Debug for GenericByteViewArray<T> {
fn fmt(&self, f: &mut std::fmt::Formatter) -> std::fmt::Result {
write!(f, "{}ViewArray\n[\n", T::PREFIX)?;
print_long_array(self, f, |array, index, f| {
std::fmt::Debug::fmt(&array.value(index), f)
})?;
write!(f, "]")
}
}
impl<T: ByteViewType + ?Sized> Array for GenericByteViewArray<T> {
fn as_any(&self) -> &dyn Any {
self
}
fn to_data(&self) -> ArrayData {
self.clone().into()
}
fn into_data(self) -> ArrayData {
self.into()
}
fn data_type(&self) -> &DataType {
&self.data_type
}
fn slice(&self, offset: usize, length: usize) -> ArrayRef {
Arc::new(self.slice(offset, length))
}
fn len(&self) -> usize {
self.views.len()
}
fn is_empty(&self) -> bool {
self.views.is_empty()
}
fn offset(&self) -> usize {
0
}
fn nulls(&self) -> Option<&NullBuffer> {
self.nulls.as_ref()
}
fn get_buffer_memory_size(&self) -> usize {
let mut sum = self.buffers.iter().map(|b| b.capacity()).sum::<usize>();
sum += self.views.inner().capacity();
if let Some(x) = &self.nulls {
sum += x.buffer().capacity()
}
sum
}
fn get_array_memory_size(&self) -> usize {
std::mem::size_of::<Self>() + self.get_buffer_memory_size()
}
}
impl<'a, T: ByteViewType + ?Sized> ArrayAccessor for &'a GenericByteViewArray<T> {
type Item = &'a T::Native;
fn value(&self, index: usize) -> Self::Item {
GenericByteViewArray::value(self, index)
}
unsafe fn value_unchecked(&self, index: usize) -> Self::Item {
GenericByteViewArray::value_unchecked(self, index)
}
}
impl<'a, T: ByteViewType + ?Sized> IntoIterator for &'a GenericByteViewArray<T> {
type Item = Option<&'a T::Native>;
type IntoIter = ArrayIter<Self>;
fn into_iter(self) -> Self::IntoIter {
ArrayIter::new(self)
}
}
impl<T: ByteViewType + ?Sized> From<ArrayData> for GenericByteViewArray<T> {
fn from(value: ArrayData) -> Self {
let views = value.buffers()[0].clone();
let views = ScalarBuffer::new(views, value.offset(), value.len());
let buffers = value.buffers()[1..].to_vec();
Self {
data_type: T::DATA_TYPE,
views,
buffers,
nulls: value.nulls().cloned(),
phantom: Default::default(),
}
}
}
/// Convert a [`GenericByteArray`] to a [`GenericByteViewArray`] but in a smart way:
/// If the offsets are all less than u32::MAX, then we directly build the view array on top of existing buffer.
impl<FROM, V> From<&GenericByteArray<FROM>> for GenericByteViewArray<V>
where
FROM: ByteArrayType,
FROM::Offset: OffsetSizeTrait + ToPrimitive,
V: ByteViewType<Native = FROM::Native>,
{
fn from(byte_array: &GenericByteArray<FROM>) -> Self {
let offsets = byte_array.offsets();
let can_reuse_buffer = match offsets.last() {
Some(offset) => offset.as_usize() < u32::MAX as usize,
None => true,
};
if can_reuse_buffer {
let len = byte_array.len();
let mut views_builder = GenericByteViewBuilder::<V>::with_capacity(len);
let str_values_buf = byte_array.values().clone();
let block = views_builder.append_block(str_values_buf);
for (i, w) in offsets.windows(2).enumerate() {
let offset = w[0].as_usize();
let end = w[1].as_usize();
let length = end - offset;
if byte_array.is_null(i) {
views_builder.append_null();
} else {
// Safety: the input was a valid array so it valid UTF8 (if string). And
// all offsets were valid
unsafe {
views_builder.append_view_unchecked(block, offset as u32, length as u32)
}
}
}
assert_eq!(views_builder.len(), len);
views_builder.finish()
} else {
// TODO: the first u32::MAX can still be reused
GenericByteViewArray::<V>::from_iter(byte_array.iter())
}
}
}
impl<T: ByteViewType + ?Sized> From<GenericByteViewArray<T>> for ArrayData {
fn from(mut array: GenericByteViewArray<T>) -> Self {
let len = array.len();
array.buffers.insert(0, array.views.into_inner());
let builder = ArrayDataBuilder::new(T::DATA_TYPE)
.len(len)
.buffers(array.buffers)
.nulls(array.nulls);
unsafe { builder.build_unchecked() }
}
}
impl<'a, Ptr, T> FromIterator<&'a Option<Ptr>> for GenericByteViewArray<T>
where
Ptr: AsRef<T::Native> + 'a,
T: ByteViewType + ?Sized,
{
fn from_iter<I: IntoIterator<Item = &'a Option<Ptr>>>(iter: I) -> Self {
iter.into_iter()
.map(|o| o.as_ref().map(|p| p.as_ref()))
.collect()
}
}
impl<Ptr, T: ByteViewType + ?Sized> FromIterator<Option<Ptr>> for GenericByteViewArray<T>
where
Ptr: AsRef<T::Native>,
{
fn from_iter<I: IntoIterator<Item = Option<Ptr>>>(iter: I) -> Self {
let iter = iter.into_iter();
let mut builder = GenericByteViewBuilder::<T>::with_capacity(iter.size_hint().0);
builder.extend(iter);
builder.finish()
}
}
/// A [`GenericByteViewArray`] of `[u8]`
///
/// # Example
/// ```
/// use arrow_array::BinaryViewArray;
/// let array = BinaryViewArray::from_iter_values(vec![b"hello" as &[u8], b"world", b"lulu", b"large payload over 12 bytes"]);
/// assert_eq!(array.value(0), b"hello");
/// assert_eq!(array.value(3), b"large payload over 12 bytes");
/// ```
pub type BinaryViewArray = GenericByteViewArray<BinaryViewType>;
impl BinaryViewArray {
/// Convert the [`BinaryViewArray`] to [`StringViewArray`]
/// If items not utf8 data, validate will fail and error returned.
pub fn to_string_view(self) -> Result<StringViewArray, ArrowError> {
StringViewType::validate(self.views(), self.data_buffers())?;
unsafe { Ok(self.to_string_view_unchecked()) }
}
/// Convert the [`BinaryViewArray`] to [`StringViewArray`]
/// # Safety
/// Caller is responsible for ensuring that items in array are utf8 data.
pub unsafe fn to_string_view_unchecked(self) -> StringViewArray {
StringViewArray::new_unchecked(self.views, self.buffers, self.nulls)
}
}
impl From<Vec<&[u8]>> for BinaryViewArray {
fn from(v: Vec<&[u8]>) -> Self {
Self::from_iter_values(v)
}
}
impl From<Vec<Option<&[u8]>>> for BinaryViewArray {
fn from(v: Vec<Option<&[u8]>>) -> Self {
v.into_iter().collect()
}
}
/// A [`GenericByteViewArray`] that stores utf8 data
///
/// # Example
/// ```
/// use arrow_array::StringViewArray;
/// let array = StringViewArray::from_iter_values(vec!["hello", "world", "lulu", "large payload over 12 bytes"]);
/// assert_eq!(array.value(0), "hello");
/// assert_eq!(array.value(3), "large payload over 12 bytes");
/// ```
pub type StringViewArray = GenericByteViewArray<StringViewType>;
impl StringViewArray {
/// Convert the [`StringViewArray`] to [`BinaryViewArray`]
pub fn to_binary_view(self) -> BinaryViewArray {
unsafe { BinaryViewArray::new_unchecked(self.views, self.buffers, self.nulls) }
}
/// Returns true if all data within this array is ASCII
pub fn is_ascii(&self) -> bool {
// Alternative (but incorrect): directly check the underlying buffers
// (1) Our string view might be sparse, i.e., a subset of the buffers,
// so even if the buffer is not ascii, we can still be ascii.
// (2) It is quite difficult to know the range of each buffer (unlike StringArray)
// This means that this operation is quite expensive, shall we cache the result?
// i.e. track `is_ascii` in the builder.
self.iter().all(|v| match v {
Some(v) => v.is_ascii(),
None => true,
})
}
}
impl From<Vec<&str>> for StringViewArray {
fn from(v: Vec<&str>) -> Self {
Self::from_iter_values(v)
}
}
impl From<Vec<Option<&str>>> for StringViewArray {
fn from(v: Vec<Option<&str>>) -> Self {
v.into_iter().collect()
}
}
impl From<Vec<String>> for StringViewArray {
fn from(v: Vec<String>) -> Self {
Self::from_iter_values(v)
}
}
impl From<Vec<Option<String>>> for StringViewArray {
fn from(v: Vec<Option<String>>) -> Self {
v.into_iter().collect()
}
}
#[cfg(test)]
mod tests {
use crate::builder::{BinaryViewBuilder, StringViewBuilder};
use crate::{Array, BinaryViewArray, StringViewArray};
use arrow_buffer::{Buffer, ScalarBuffer};
use arrow_data::ByteView;
#[test]
fn try_new_string() {
let array = StringViewArray::from_iter_values(vec![
"hello",
"world",
"lulu",
"large payload over 12 bytes",
]);
assert_eq!(array.value(0), "hello");
assert_eq!(array.value(3), "large payload over 12 bytes");
}
#[test]
fn try_new_binary() {
let array = BinaryViewArray::from_iter_values(vec![
b"hello".as_slice(),
b"world".as_slice(),
b"lulu".as_slice(),
b"large payload over 12 bytes".as_slice(),
]);
assert_eq!(array.value(0), b"hello");
assert_eq!(array.value(3), b"large payload over 12 bytes");
}
#[test]
fn try_new_empty_string() {
// test empty array
let array = {
let mut builder = StringViewBuilder::new();
builder.finish()
};
assert!(array.is_empty());
}
#[test]
fn try_new_empty_binary() {
// test empty array
let array = {
let mut builder = BinaryViewBuilder::new();
builder.finish()
};
assert!(array.is_empty());
}
#[test]
fn test_append_string() {
// test builder append
let array = {
let mut builder = StringViewBuilder::new();
builder.append_value("hello");
builder.append_null();
builder.append_option(Some("large payload over 12 bytes"));
builder.finish()
};
assert_eq!(array.value(0), "hello");
assert!(array.is_null(1));
assert_eq!(array.value(2), "large payload over 12 bytes");
}
#[test]
fn test_append_binary() {
// test builder append
let array = {
let mut builder = BinaryViewBuilder::new();
builder.append_value(b"hello");
builder.append_null();
builder.append_option(Some(b"large payload over 12 bytes"));
builder.finish()
};
assert_eq!(array.value(0), b"hello");
assert!(array.is_null(1));
assert_eq!(array.value(2), b"large payload over 12 bytes");
}
#[test]
fn test_in_progress_recreation() {
let array = {
// make a builder with small block size.
let mut builder = StringViewBuilder::new().with_block_size(14);
builder.append_value("large payload over 12 bytes");
builder.append_option(Some("another large payload over 12 bytes that double than the first one, so that we can trigger the in_progress in builder re-created"));
builder.finish()
};
assert_eq!(array.value(0), "large payload over 12 bytes");
assert_eq!(array.value(1), "another large payload over 12 bytes that double than the first one, so that we can trigger the in_progress in builder re-created");
assert_eq!(2, array.buffers.len());
}
#[test]
#[should_panic(expected = "Invalid buffer index at 0: got index 3 but only has 1 buffers")]
fn new_with_invalid_view_data() {
let v = "large payload over 12 bytes";
let view = ByteView {
length: 13,
prefix: u32::from_le_bytes(v.as_bytes()[0..4].try_into().unwrap()),
buffer_index: 3,
offset: 1,
};
let views = ScalarBuffer::from(vec![view.into()]);
let buffers = vec![Buffer::from_slice_ref(v)];
StringViewArray::new(views, buffers, None);
}
#[test]
#[should_panic(
expected = "Encountered non-UTF-8 data at index 0: invalid utf-8 sequence of 1 bytes from index 0"
)]
fn new_with_invalid_utf8_data() {
let v: Vec<u8> = vec![0xf0, 0x80, 0x80, 0x80];
let view = ByteView {
length: v.len() as u32,
prefix: u32::from_le_bytes(v[0..4].try_into().unwrap()),
buffer_index: 0,
offset: 0,
};
let views = ScalarBuffer::from(vec![view.into()]);
let buffers = vec![Buffer::from_slice_ref(v)];
StringViewArray::new(views, buffers, None);
}
#[test]
#[should_panic(expected = "View at index 0 contained non-zero padding for string of length 1")]
fn new_with_invalid_zero_padding() {
let mut data = [0; 12];
data[0] = b'H';
data[11] = 1; // no zero padding
let mut view_buffer = [0; 16];
view_buffer[0..4].copy_from_slice(&1u32.to_le_bytes());
view_buffer[4..].copy_from_slice(&data);
let view = ByteView::from(u128::from_le_bytes(view_buffer));
let views = ScalarBuffer::from(vec![view.into()]);
let buffers = vec![];
StringViewArray::new(views, buffers, None);
}
#[test]
#[should_panic(expected = "Mismatch between embedded prefix and data")]
fn test_mismatch_between_embedded_prefix_and_data() {
let input_str_1 = "Hello, Rustaceans!";
let input_str_2 = "Hallo, Rustaceans!";
let length = input_str_1.len() as u32;
assert!(input_str_1.len() > 12);
let mut view_buffer = [0; 16];
view_buffer[0..4].copy_from_slice(&length.to_le_bytes());
view_buffer[4..8].copy_from_slice(&input_str_1.as_bytes()[0..4]);
view_buffer[8..12].copy_from_slice(&0u32.to_le_bytes());
view_buffer[12..].copy_from_slice(&0u32.to_le_bytes());
let view = ByteView::from(u128::from_le_bytes(view_buffer));
let views = ScalarBuffer::from(vec![view.into()]);
let buffers = vec![Buffer::from_slice_ref(input_str_2.as_bytes())];
StringViewArray::new(views, buffers, None);
}
#[test]
fn test_gc() {
let test_data = [
Some("longer than 12 bytes"),
Some("short"),
Some("t"),
Some("longer than 12 bytes"),
None,
Some("short"),
];
let array = {
let mut builder = StringViewBuilder::new().with_block_size(8); // create multiple buffers
test_data.into_iter().for_each(|v| builder.append_option(v));
builder.finish()
};
assert!(array.buffers.len() > 1);
fn check_gc(to_test: &StringViewArray) {
let gc = to_test.gc();
assert_ne!(to_test.data_buffers().len(), gc.data_buffers().len());
to_test.iter().zip(gc.iter()).for_each(|(a, b)| {
assert_eq!(a, b);
});
assert_eq!(to_test.len(), gc.len());
}
check_gc(&array);
check_gc(&array.slice(1, 3));
check_gc(&array.slice(2, 1));
check_gc(&array.slice(2, 2));
check_gc(&array.slice(3, 1));
}
}