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
use crate::{
bitmap::{
utils::{BitmapIter, ZipValidity},
Bitmap, MutableBitmap,
},
datatypes::{DataType, PhysicalType},
error::Error,
trusted_len::TrustedLen,
};
use either::Either;
use super::Array;
#[cfg(feature = "arrow")]
mod data;
mod ffi;
pub(super) mod fmt;
mod from;
mod iterator;
mod mutable;
pub use mutable::*;
/// A [`BooleanArray`] is Arrow's semantically equivalent of an immutable `Vec<Option<bool>>`.
/// It implements [`Array`].
///
/// One way to think about a [`BooleanArray`] is `(DataType, Arc<Vec<u8>>, Option<Arc<Vec<u8>>>)`
/// where:
/// * the first item is the array's logical type
/// * the second is the immutable values
/// * the third is the immutable validity (whether a value is null or not as a bitmap).
///
/// The size of this struct is `O(1)`, as all data is stored behind an [`std::sync::Arc`].
/// # Example
/// ```
/// use re_arrow2::array::BooleanArray;
/// use re_arrow2::bitmap::Bitmap;
/// use re_arrow2::buffer::Buffer;
///
/// let array = BooleanArray::from([Some(true), None, Some(false)]);
/// assert_eq!(array.value(0), true);
/// assert_eq!(array.iter().collect::<Vec<_>>(), vec![Some(true), None, Some(false)]);
/// assert_eq!(array.values_iter().collect::<Vec<_>>(), vec![true, false, false]);
/// // the underlying representation
/// assert_eq!(array.values(), &Bitmap::from([true, false, false]));
/// assert_eq!(array.validity(), Some(&Bitmap::from([true, false, true])));
///
/// ```
#[derive(Clone)]
pub struct BooleanArray {
data_type: DataType,
values: Bitmap,
validity: Option<Bitmap>,
}
impl BooleanArray {
/// The canonical method to create a [`BooleanArray`] out of low-end APIs.
/// # Errors
/// This function errors iff:
/// * The validity is not `None` and its length is different from `values`'s length
/// * The `data_type`'s [`PhysicalType`] is not equal to [`PhysicalType::Boolean`].
pub fn try_new(
data_type: DataType,
values: Bitmap,
validity: Option<Bitmap>,
) -> Result<Self, Error> {
if validity
.as_ref()
.map_or(false, |validity| validity.len() != values.len())
{
return Err(Error::oos(
"validity mask length must match the number of values",
));
}
if data_type.to_physical_type() != PhysicalType::Boolean {
return Err(Error::oos(
"BooleanArray can only be initialized with a DataType whose physical type is Boolean",
));
}
Ok(Self {
data_type,
values,
validity,
})
}
/// Alias to `Self::try_new().unwrap()`
pub fn new(data_type: DataType, values: Bitmap, validity: Option<Bitmap>) -> Self {
Self::try_new(data_type, values, validity).unwrap()
}
/// Returns an iterator over the optional values of this [`BooleanArray`].
#[inline]
pub fn iter(&self) -> ZipValidity<bool, BitmapIter, BitmapIter> {
ZipValidity::new_with_validity(self.values().iter(), self.validity())
}
/// Returns an iterator over the values of this [`BooleanArray`].
#[inline]
pub fn values_iter(&self) -> BitmapIter {
self.values().iter()
}
/// Returns the length of this array
#[inline]
pub fn len(&self) -> usize {
self.values.len()
}
/// The values [`Bitmap`].
/// Values on null slots are undetermined (they can be anything).
#[inline]
pub fn values(&self) -> &Bitmap {
&self.values
}
/// Returns the optional validity.
#[inline]
pub fn validity(&self) -> Option<&Bitmap> {
self.validity.as_ref()
}
/// Returns the arrays' [`DataType`].
#[inline]
pub fn data_type(&self) -> &DataType {
&self.data_type
}
/// Returns the value at index `i`
/// # Panic
/// This function panics iff `i >= self.len()`.
#[inline]
pub fn value(&self, i: usize) -> bool {
self.values.get_bit(i)
}
/// Returns the element at index `i` as bool
/// # Safety
/// Caller must be sure that `i < self.len()`
#[inline]
pub unsafe fn value_unchecked(&self, i: usize) -> bool {
self.values.get_bit_unchecked(i)
}
/// Returns the element at index `i` or `None` if it is null
/// # Panics
/// iff `i >= self.len()`
#[inline]
pub fn get(&self, i: usize) -> Option<bool> {
if !self.is_null(i) {
// soundness: Array::is_null panics if i >= self.len
unsafe { Some(self.value_unchecked(i)) }
} else {
None
}
}
/// Slices this [`BooleanArray`].
/// # Implementation
/// This operation is `O(1)` as it amounts to increase up to two ref counts.
/// # Panic
/// This function panics iff `offset + length > self.len()`.
#[inline]
pub fn slice(&mut self, offset: usize, length: usize) {
assert!(
offset + length <= self.len(),
"the offset of the new Buffer cannot exceed the existing length"
);
unsafe { self.slice_unchecked(offset, length) }
}
/// Slices this [`BooleanArray`].
/// # Implementation
/// This operation is `O(1)` as it amounts to increase two ref counts.
/// # Safety
/// The caller must ensure that `offset + length <= self.len()`.
#[inline]
pub unsafe fn slice_unchecked(&mut self, offset: usize, length: usize) {
self.validity.as_mut().and_then(|bitmap| {
bitmap.slice_unchecked(offset, length);
(bitmap.unset_bits() > 0).then(|| bitmap)
});
self.values.slice_unchecked(offset, length);
}
impl_sliced!();
impl_mut_validity!();
impl_into_array!();
/// Returns a clone of this [`BooleanArray`] with new values.
/// # Panics
/// This function panics iff `values.len() != self.len()`.
#[must_use]
pub fn with_values(&self, values: Bitmap) -> Self {
let mut out = self.clone();
out.set_values(values);
out
}
/// Sets the values of this [`BooleanArray`].
/// # Panics
/// This function panics iff `values.len() != self.len()`.
pub fn set_values(&mut self, values: Bitmap) {
assert_eq!(
values.len(),
self.len(),
"values length must be equal to this arrays length"
);
self.values = values;
}
/// Applies a function `f` to the values of this array, cloning the values
/// iff they are being shared with others
///
/// This is an API to use clone-on-write
/// # Implementation
/// This function is `O(f)` if the data is not being shared, and `O(N) + O(f)`
/// if it is being shared (since it results in a `O(N)` memcopy).
/// # Panics
/// This function panics if the function modifies the length of the [`MutableBitmap`].
pub fn apply_values_mut<F: Fn(&mut MutableBitmap)>(&mut self, f: F) {
let values = std::mem::take(&mut self.values);
let mut values = values.make_mut();
f(&mut values);
if let Some(validity) = &self.validity {
assert_eq!(validity.len(), values.len());
}
self.values = values.into();
}
/// Try to convert this [`BooleanArray`] to a [`MutableBooleanArray`]
pub fn into_mut(self) -> Either<Self, MutableBooleanArray> {
use Either::*;
if let Some(bitmap) = self.validity {
match bitmap.into_mut() {
Left(bitmap) => Left(BooleanArray::new(self.data_type, self.values, Some(bitmap))),
Right(mutable_bitmap) => match self.values.into_mut() {
Left(immutable) => Left(BooleanArray::new(
self.data_type,
immutable,
Some(mutable_bitmap.into()),
)),
Right(mutable) => Right(
MutableBooleanArray::try_new(self.data_type, mutable, Some(mutable_bitmap))
.unwrap(),
),
},
}
} else {
match self.values.into_mut() {
Left(immutable) => Left(BooleanArray::new(self.data_type, immutable, None)),
Right(mutable) => {
Right(MutableBooleanArray::try_new(self.data_type, mutable, None).unwrap())
}
}
}
}
/// Returns a new empty [`BooleanArray`].
pub fn new_empty(data_type: DataType) -> Self {
Self::new(data_type, Bitmap::new(), None)
}
/// Returns a new [`BooleanArray`] whose all slots are null / `None`.
pub fn new_null(data_type: DataType, length: usize) -> Self {
let bitmap = Bitmap::new_zeroed(length);
Self::new(data_type, bitmap.clone(), Some(bitmap))
}
/// Creates a new [`BooleanArray`] from an [`TrustedLen`] of `bool`.
#[inline]
pub fn from_trusted_len_values_iter<I: TrustedLen<Item = bool>>(iterator: I) -> Self {
MutableBooleanArray::from_trusted_len_values_iter(iterator).into()
}
/// Creates a new [`BooleanArray`] from an [`TrustedLen`] of `bool`.
/// Use this over [`BooleanArray::from_trusted_len_iter`] when the iterator is trusted len
/// but this crate does not mark it as such.
/// # Safety
/// The iterator must be [`TrustedLen`](https://doc.rust-lang.org/std/iter/trait.TrustedLen.html).
/// I.e. that `size_hint().1` correctly reports its length.
#[inline]
pub unsafe fn from_trusted_len_values_iter_unchecked<I: Iterator<Item = bool>>(
iterator: I,
) -> Self {
MutableBooleanArray::from_trusted_len_values_iter_unchecked(iterator).into()
}
/// Creates a new [`BooleanArray`] from a slice of `bool`.
#[inline]
pub fn from_slice<P: AsRef<[bool]>>(slice: P) -> Self {
MutableBooleanArray::from_slice(slice).into()
}
/// Creates a [`BooleanArray`] from an iterator of trusted length.
/// Use this over [`BooleanArray::from_trusted_len_iter`] when the iterator is trusted len
/// but this crate does not mark it as such.
/// # Safety
/// The iterator must be [`TrustedLen`](https://doc.rust-lang.org/std/iter/trait.TrustedLen.html).
/// I.e. that `size_hint().1` correctly reports its length.
#[inline]
pub unsafe fn from_trusted_len_iter_unchecked<I, P>(iterator: I) -> Self
where
P: std::borrow::Borrow<bool>,
I: Iterator<Item = Option<P>>,
{
MutableBooleanArray::from_trusted_len_iter_unchecked(iterator).into()
}
/// Creates a [`BooleanArray`] from a [`TrustedLen`].
#[inline]
pub fn from_trusted_len_iter<I, P>(iterator: I) -> Self
where
P: std::borrow::Borrow<bool>,
I: TrustedLen<Item = Option<P>>,
{
MutableBooleanArray::from_trusted_len_iter(iterator).into()
}
/// Creates a [`BooleanArray`] from an falible iterator of trusted length.
/// # Safety
/// The iterator must be [`TrustedLen`](https://doc.rust-lang.org/std/iter/trait.TrustedLen.html).
/// I.e. that `size_hint().1` correctly reports its length.
#[inline]
pub unsafe fn try_from_trusted_len_iter_unchecked<E, I, P>(iterator: I) -> Result<Self, E>
where
P: std::borrow::Borrow<bool>,
I: Iterator<Item = Result<Option<P>, E>>,
{
Ok(MutableBooleanArray::try_from_trusted_len_iter_unchecked(iterator)?.into())
}
/// Creates a [`BooleanArray`] from a [`TrustedLen`].
#[inline]
pub fn try_from_trusted_len_iter<E, I, P>(iterator: I) -> Result<Self, E>
where
P: std::borrow::Borrow<bool>,
I: TrustedLen<Item = Result<Option<P>, E>>,
{
Ok(MutableBooleanArray::try_from_trusted_len_iter(iterator)?.into())
}
/// Returns its internal representation
#[must_use]
pub fn into_inner(self) -> (DataType, Bitmap, Option<Bitmap>) {
let Self {
data_type,
values,
validity,
} = self;
(data_type, values, validity)
}
/// Creates a `[BooleanArray]` from its internal representation.
/// This is the inverted from `[BooleanArray::into_inner]`
///
/// # Safety
/// Callers must ensure all invariants of this struct are upheld.
pub unsafe fn from_inner_unchecked(
data_type: DataType,
values: Bitmap,
validity: Option<Bitmap>,
) -> Self {
Self {
data_type,
values,
validity,
}
}
}
impl Array for BooleanArray {
impl_common_array!();
fn validity(&self) -> Option<&Bitmap> {
self.validity.as_ref()
}
#[inline]
fn with_validity(&self, validity: Option<Bitmap>) -> Box<dyn Array> {
Box::new(self.clone().with_validity(validity))
}
}