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
pub mod builder;
mod is_valid;
mod iterator;
pub use crate::prelude::*;
use arrow::bitmap::Bitmap;
use std::any::Any;
use std::fmt::{Debug, Display};
use std::hash::Hash;
use std::sync::Arc;
#[derive(Debug, Clone)]
pub struct ObjectArray<T>
where
T: PolarsObject,
{
pub(crate) values: Arc<Vec<T>>,
pub(crate) null_bitmap: Option<Bitmap>,
pub(crate) offset: usize,
pub(crate) len: usize,
}
pub trait PolarsObjectSafe: Any + Debug + Send + Sync + Display {
fn type_name(&self) -> &'static str
where
Self: Sized;
}
pub trait PolarsObject:
Any + Debug + Clone + Send + Sync + Default + Display + Hash + PartialEq + Eq
{
fn type_name() -> &'static str;
}
impl<T: PolarsObject> PolarsObjectSafe for T {
fn type_name(&self) -> &'static str {
T::type_name()
}
}
impl<T> ObjectArray<T>
where
T: PolarsObject,
{
pub fn values(&self) -> &Arc<Vec<T>> {
&self.values
}
pub fn value(&self, index: usize) -> &T {
&self.values[self.offset + index]
}
pub unsafe fn value_unchecked(&self, index: usize) -> &T {
self.values.get_unchecked(index)
}
#[inline]
pub unsafe fn is_valid_unchecked(&self, i: usize) -> bool {
if let Some(b) = &self.null_bitmap {
b.get_bit_unchecked(i)
} else {
true
}
}
#[inline]
pub unsafe fn is_null_unchecked(&self, i: usize) -> bool {
!self.is_valid_unchecked(i)
}
}
impl<T> Array for ObjectArray<T>
where
T: PolarsObject,
{
fn as_any(&self) -> &dyn Any {
self
}
fn data_type(&self) -> &ArrowDataType {
unimplemented!()
}
fn slice(&self, offset: usize, length: usize) -> Box<dyn Array> {
assert!(
offset + length <= self.len(),
"the offset of the new Buffer cannot exceed the existing length"
);
unsafe { self.slice_unchecked(offset, length) }
}
unsafe fn slice_unchecked(&self, offset: usize, length: usize) -> Box<dyn Array> {
let mut new = self.clone();
let len = std::cmp::min(new.len - offset, length);
new.len = len;
new.offset = offset;
new.null_bitmap = new.null_bitmap.map(|x| x.slice_unchecked(offset, len));
Box::new(new)
}
fn len(&self) -> usize {
self.len
}
fn validity(&self) -> Option<&Bitmap> {
self.null_bitmap.as_ref()
}
fn with_validity(&self, validity: Option<Bitmap>) -> Box<dyn Array> {
let mut arr = self.clone();
arr.null_bitmap = validity;
Box::new(arr)
}
}
impl<T> ObjectChunked<T>
where
T: PolarsObject,
{
pub unsafe fn get_object_unchecked(&self, index: usize) -> Option<&dyn PolarsObjectSafe> {
let chunks = self.downcast_chunks();
let (chunk_idx, idx) = self.index_to_chunked_index(index);
let arr = chunks.get_unchecked(chunk_idx);
if arr.is_valid_unchecked(idx) {
Some(arr.value(idx))
} else {
None
}
}
pub fn get_object(&self, index: usize) -> Option<&dyn PolarsObjectSafe> {
if index < self.len() {
unsafe { self.get_object_unchecked(index) }
} else {
None
}
}
}