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
//! Contains the declaration of [`Offset`]
use std::hint::unreachable_unchecked;
use std::ops::Deref;
use polars_error::{polars_bail, polars_err, PolarsError, PolarsResult};
use polars_utils::slice::GetSaferUnchecked;
use crate::array::Splitable;
use crate::buffer::Buffer;
pub use crate::types::Offset;
/// A wrapper type of [`Vec<O>`] representing the invariants of Arrow's offsets.
/// It is guaranteed to (sound to assume that):
/// * every element is `>= 0`
/// * element at position `i` is >= than element at position `i-1`.
#[derive(Debug, Clone, PartialEq, Eq)]
pub struct Offsets<O: Offset>(Vec<O>);
impl<O: Offset> Default for Offsets<O> {
#[inline]
fn default() -> Self {
Self::new()
}
}
impl<O: Offset> Deref for Offsets<O> {
type Target = [O];
fn deref(&self) -> &Self::Target {
self.as_slice()
}
}
impl<O: Offset> TryFrom<Vec<O>> for Offsets<O> {
type Error = PolarsError;
#[inline]
fn try_from(offsets: Vec<O>) -> Result<Self, Self::Error> {
try_check_offsets(&offsets)?;
Ok(Self(offsets))
}
}
impl<O: Offset> TryFrom<Buffer<O>> for OffsetsBuffer<O> {
type Error = PolarsError;
#[inline]
fn try_from(offsets: Buffer<O>) -> Result<Self, Self::Error> {
try_check_offsets(&offsets)?;
Ok(Self(offsets))
}
}
impl<O: Offset> TryFrom<Vec<O>> for OffsetsBuffer<O> {
type Error = PolarsError;
#[inline]
fn try_from(offsets: Vec<O>) -> Result<Self, Self::Error> {
try_check_offsets(&offsets)?;
Ok(Self(offsets.into()))
}
}
impl<O: Offset> From<Offsets<O>> for OffsetsBuffer<O> {
#[inline]
fn from(offsets: Offsets<O>) -> Self {
Self(offsets.0.into())
}
}
impl<O: Offset> Offsets<O> {
/// Returns an empty [`Offsets`] (i.e. with a single element, the zero)
#[inline]
pub fn new() -> Self {
Self(vec![O::zero()])
}
/// Returns an [`Offsets`] whose all lengths are zero.
#[inline]
pub fn new_zeroed(length: usize) -> Self {
Self(vec![O::zero(); length + 1])
}
/// Creates a new [`Offsets`] from an iterator of lengths
#[inline]
pub fn try_from_iter<I: IntoIterator<Item = usize>>(iter: I) -> PolarsResult<Self> {
let iterator = iter.into_iter();
let (lower, _) = iterator.size_hint();
let mut offsets = Self::with_capacity(lower);
for item in iterator {
offsets.try_push(item)?
}
Ok(offsets)
}
/// Returns a new [`Offsets`] with a capacity, allocating at least `capacity + 1` entries.
pub fn with_capacity(capacity: usize) -> Self {
let mut offsets = Vec::with_capacity(capacity + 1);
offsets.push(O::zero());
Self(offsets)
}
/// Returns the capacity of [`Offsets`].
pub fn capacity(&self) -> usize {
self.0.capacity() - 1
}
/// Reserves `additional` entries.
pub fn reserve(&mut self, additional: usize) {
self.0.reserve(additional);
}
/// Shrinks the capacity of self to fit.
pub fn shrink_to_fit(&mut self) {
self.0.shrink_to_fit();
}
/// Pushes a new element with a given length.
/// # Error
/// This function errors iff the new last item is larger than what `O` supports.
/// # Implementation
/// This function:
/// * checks that this length does not overflow
#[inline]
pub fn try_push(&mut self, length: usize) -> PolarsResult<()> {
if O::IS_LARGE {
let length = O::from_as_usize(length);
let old_length = self.last();
let new_length = *old_length + length;
self.0.push(new_length);
Ok(())
} else {
let length =
O::from_usize(length).ok_or_else(|| polars_err!(ComputeError: "overflow"))?;
let old_length = self.last();
let new_length = old_length
.checked_add(&length)
.ok_or_else(|| polars_err!(ComputeError: "overflow"))?;
self.0.push(new_length);
Ok(())
}
}
/// Returns [`Offsets`] assuming that `offsets` fulfills its invariants
///
/// # Safety
/// This is safe iff the invariants of this struct are guaranteed in `offsets`.
#[inline]
pub unsafe fn new_unchecked(offsets: Vec<O>) -> Self {
Self(offsets)
}
/// Returns the last offset of this container.
#[inline]
pub fn last(&self) -> &O {
match self.0.last() {
Some(element) => element,
None => unsafe { unreachable_unchecked() },
}
}
/// Returns a `length` corresponding to the position `index`
/// # Panic
/// This function panics iff `index >= self.len()`
#[inline]
pub fn length_at(&self, index: usize) -> usize {
let (start, end) = self.start_end(index);
end - start
}
/// Returns a range (start, end) corresponding to the position `index`
/// # Panic
/// This function panics iff `index >= self.len()`
#[inline]
pub fn start_end(&self, index: usize) -> (usize, usize) {
// soundness: the invariant of the function
assert!(index < self.len_proxy());
unsafe { self.start_end_unchecked(index) }
}
/// Returns a range (start, end) corresponding to the position `index`
///
/// # Safety
/// `index` must be `< self.len()`
#[inline]
pub unsafe fn start_end_unchecked(&self, index: usize) -> (usize, usize) {
// soundness: the invariant of the function
let start = self.0.get_unchecked(index).to_usize();
let end = self.0.get_unchecked(index + 1).to_usize();
(start, end)
}
/// Returns the length an array with these offsets would be.
#[inline]
pub fn len_proxy(&self) -> usize {
self.0.len() - 1
}
#[inline]
/// Returns the number of offsets in this container.
pub fn len(&self) -> usize {
self.0.len()
}
/// Returns the byte slice stored in this buffer
#[inline]
pub fn as_slice(&self) -> &[O] {
self.0.as_slice()
}
/// Pops the last element
#[inline]
pub fn pop(&mut self) -> Option<O> {
if self.len_proxy() == 0 {
None
} else {
self.0.pop()
}
}
/// Extends itself with `additional` elements equal to the last offset.
/// This is useful to extend offsets with empty values, e.g. for null slots.
#[inline]
pub fn extend_constant(&mut self, additional: usize) {
let offset = *self.last();
if additional == 1 {
self.0.push(offset)
} else {
self.0.resize(self.len() + additional, offset)
}
}
/// Try to create a new [`Offsets`] from a sequence of `lengths`
/// # Errors
/// This function errors iff this operation overflows for the maximum value of `O`.
#[inline]
pub fn try_from_lengths<I: Iterator<Item = usize>>(lengths: I) -> PolarsResult<Self> {
let mut self_ = Self::with_capacity(lengths.size_hint().0);
self_.try_extend_from_lengths(lengths)?;
Ok(self_)
}
/// Try extend from an iterator of lengths
/// # Errors
/// This function errors iff this operation overflows for the maximum value of `O`.
#[inline]
pub fn try_extend_from_lengths<I: Iterator<Item = usize>>(
&mut self,
lengths: I,
) -> PolarsResult<()> {
let mut total_length = 0;
let mut offset = *self.last();
let original_offset = offset.to_usize();
let lengths = lengths.map(|length| {
total_length += length;
O::from_as_usize(length)
});
let offsets = lengths.map(|length| {
offset += length; // this may overflow, checked below
offset
});
self.0.extend(offsets);
let last_offset = original_offset
.checked_add(total_length)
.ok_or_else(|| polars_err!(ComputeError: "overflow"))?;
O::from_usize(last_offset).ok_or_else(|| polars_err!(ComputeError: "overflow"))?;
Ok(())
}
/// Extends itself from another [`Offsets`]
/// # Errors
/// This function errors iff this operation overflows for the maximum value of `O`.
pub fn try_extend_from_self(&mut self, other: &Self) -> PolarsResult<()> {
let mut length = *self.last();
let other_length = *other.last();
// check if the operation would overflow
length
.checked_add(&other_length)
.ok_or_else(|| polars_err!(ComputeError: "overflow"))?;
let lengths = other.as_slice().windows(2).map(|w| w[1] - w[0]);
let offsets = lengths.map(|new_length| {
length += new_length;
length
});
self.0.extend(offsets);
Ok(())
}
/// Extends itself from another [`Offsets`] sliced by `start, length`
/// # Errors
/// This function errors iff this operation overflows for the maximum value of `O`.
pub fn try_extend_from_slice(
&mut self,
other: &OffsetsBuffer<O>,
start: usize,
length: usize,
) -> PolarsResult<()> {
if length == 0 {
return Ok(());
}
let other = &other.0[start..start + length + 1];
let other_length = other.last().expect("Length to be non-zero");
let mut length = *self.last();
// check if the operation would overflow
length
.checked_add(other_length)
.ok_or_else(|| polars_err!(ComputeError: "overflow"))?;
let lengths = other.windows(2).map(|w| w[1] - w[0]);
let offsets = lengths.map(|new_length| {
length += new_length;
length
});
self.0.extend(offsets);
Ok(())
}
/// Returns the inner [`Vec`].
#[inline]
pub fn into_inner(self) -> Vec<O> {
self.0
}
}
/// Checks that `offsets` is monotonically increasing.
fn try_check_offsets<O: Offset>(offsets: &[O]) -> PolarsResult<()> {
// this code is carefully constructed to auto-vectorize, don't change naively!
match offsets.first() {
None => polars_bail!(ComputeError: "offsets must have at least one element"),
Some(first) => {
if *first < O::zero() {
polars_bail!(ComputeError: "offsets must be larger than 0")
}
let mut previous = *first;
let mut any_invalid = false;
// This loop will auto-vectorize because there is not any break,
// an invalid value will be returned once the whole offsets buffer is processed.
for offset in offsets {
if previous > *offset {
any_invalid = true
}
previous = *offset;
}
if any_invalid {
polars_bail!(ComputeError: "offsets must be monotonically increasing")
} else {
Ok(())
}
},
}
}
/// A wrapper type of [`Buffer<O>`] that is guaranteed to:
/// * Always contain an element
/// * Every element is `>= 0`
/// * element at position `i` is >= than element at position `i-1`.
#[derive(Clone, PartialEq, Debug)]
pub struct OffsetsBuffer<O: Offset>(Buffer<O>);
impl<O: Offset> Default for OffsetsBuffer<O> {
#[inline]
fn default() -> Self {
Self(vec![O::zero()].into())
}
}
impl<O: Offset> OffsetsBuffer<O> {
/// # Safety
/// This is safe iff the invariants of this struct are guaranteed in `offsets`.
#[inline]
pub unsafe fn new_unchecked(offsets: Buffer<O>) -> Self {
Self(offsets)
}
/// Returns an empty [`OffsetsBuffer`] (i.e. with a single element, the zero)
#[inline]
pub fn new() -> Self {
Self(vec![O::zero()].into())
}
/// Copy-on-write API to convert [`OffsetsBuffer`] into [`Offsets`].
#[inline]
pub fn into_mut(self) -> either::Either<Self, Offsets<O>> {
self.0
.into_mut()
// SAFETY: Offsets and OffsetsBuffer share invariants
.map_right(|offsets| unsafe { Offsets::new_unchecked(offsets) })
.map_left(Self)
}
/// Returns a reference to its internal [`Buffer`].
#[inline]
pub fn buffer(&self) -> &Buffer<O> {
&self.0
}
/// Returns the length an array with these offsets would be.
#[inline]
pub fn len_proxy(&self) -> usize {
self.0.len() - 1
}
/// Returns the number of offsets in this container.
#[inline]
pub fn len(&self) -> usize {
self.0.len()
}
/// Returns the byte slice stored in this buffer
#[inline]
pub fn as_slice(&self) -> &[O] {
self.0.as_slice()
}
/// Returns the range of the offsets.
#[inline]
pub fn range(&self) -> O {
*self.last() - *self.first()
}
/// Returns the first offset.
#[inline]
pub fn first(&self) -> &O {
match self.0.first() {
Some(element) => element,
None => unsafe { unreachable_unchecked() },
}
}
/// Returns the last offset.
#[inline]
pub fn last(&self) -> &O {
match self.0.last() {
Some(element) => element,
None => unsafe { unreachable_unchecked() },
}
}
/// Returns a `length` corresponding to the position `index`
/// # Panic
/// This function panics iff `index >= self.len()`
#[inline]
pub fn length_at(&self, index: usize) -> usize {
let (start, end) = self.start_end(index);
end - start
}
/// Returns a range (start, end) corresponding to the position `index`
/// # Panic
/// This function panics iff `index >= self.len()`
#[inline]
pub fn start_end(&self, index: usize) -> (usize, usize) {
// soundness: the invariant of the function
assert!(index < self.len_proxy());
unsafe { self.start_end_unchecked(index) }
}
/// Returns a range (start, end) corresponding to the position `index`
///
/// # Safety
/// `index` must be `< self.len()`
#[inline]
pub unsafe fn start_end_unchecked(&self, index: usize) -> (usize, usize) {
// soundness: the invariant of the function
let start = self.0.get_unchecked_release(index).to_usize();
let end = self.0.get_unchecked_release(index + 1).to_usize();
(start, end)
}
/// Slices this [`OffsetsBuffer`].
/// # Panics
/// Panics if `offset + length` is larger than `len`
/// or `length == 0`.
#[inline]
pub fn slice(&mut self, offset: usize, length: usize) {
assert!(length > 0);
self.0.slice(offset, length);
}
/// Slices this [`OffsetsBuffer`] starting at `offset`.
///
/// # Safety
/// The caller must ensure `offset + length <= self.len()`
#[inline]
pub unsafe fn slice_unchecked(&mut self, offset: usize, length: usize) {
self.0.slice_unchecked(offset, length);
}
/// Returns an iterator with the lengths of the offsets
#[inline]
pub fn lengths(&self) -> impl Iterator<Item = usize> + '_ {
self.0.windows(2).map(|w| (w[1] - w[0]).to_usize())
}
/// Returns the inner [`Buffer`].
#[inline]
pub fn into_inner(self) -> Buffer<O> {
self.0
}
}
impl From<&OffsetsBuffer<i32>> for OffsetsBuffer<i64> {
fn from(offsets: &OffsetsBuffer<i32>) -> Self {
// this conversion is lossless and uphelds all invariants
Self(
offsets
.buffer()
.iter()
.map(|x| *x as i64)
.collect::<Vec<_>>()
.into(),
)
}
}
impl TryFrom<&OffsetsBuffer<i64>> for OffsetsBuffer<i32> {
type Error = PolarsError;
fn try_from(offsets: &OffsetsBuffer<i64>) -> Result<Self, Self::Error> {
i32::try_from(*offsets.last()).map_err(|_| polars_err!(ComputeError: "overflow"))?;
// this conversion is lossless and uphelds all invariants
Ok(Self(
offsets
.buffer()
.iter()
.map(|x| *x as i32)
.collect::<Vec<_>>()
.into(),
))
}
}
impl From<Offsets<i32>> for Offsets<i64> {
fn from(offsets: Offsets<i32>) -> Self {
// this conversion is lossless and uphelds all invariants
Self(
offsets
.as_slice()
.iter()
.map(|x| *x as i64)
.collect::<Vec<_>>(),
)
}
}
impl TryFrom<Offsets<i64>> for Offsets<i32> {
type Error = PolarsError;
fn try_from(offsets: Offsets<i64>) -> Result<Self, Self::Error> {
i32::try_from(*offsets.last()).map_err(|_| polars_err!(ComputeError: "overflow"))?;
// this conversion is lossless and uphelds all invariants
Ok(Self(
offsets
.as_slice()
.iter()
.map(|x| *x as i32)
.collect::<Vec<_>>(),
))
}
}
impl<O: Offset> std::ops::Deref for OffsetsBuffer<O> {
type Target = [O];
#[inline]
fn deref(&self) -> &[O] {
self.0.as_slice()
}
}
impl<O: Offset> Splitable for OffsetsBuffer<O> {
fn check_bound(&self, offset: usize) -> bool {
offset <= self.len_proxy()
}
unsafe fn _split_at_unchecked(&self, offset: usize) -> (Self, Self) {
let mut lhs = self.0.clone();
let mut rhs = self.0.clone();
lhs.slice(0, offset + 1);
rhs.slice(offset, self.0.len() - offset);
(Self(lhs), Self(rhs))
}
}