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
use crate::prelude::*;
use crate::series::unstable::{ArrayBox, UnstableSeries};
use crate::utils::CustomIterTools;
use arrow::array::ArrayRef;
use std::marker::PhantomData;
use std::ptr::NonNull;
#[cfg(feature = "private")]
pub struct AmortizedListIter<'a, I: Iterator<Item = Option<ArrayBox>>> {
len: usize,
series_container: Box<Series>,
inner: NonNull<ArrayRef>,
lifetime: PhantomData<&'a ArrayRef>,
iter: I,
}
impl<'a, I: Iterator<Item = Option<ArrayBox>>> Iterator for AmortizedListIter<'a, I> {
type Item = Option<UnstableSeries<'a>>;
fn next(&mut self) -> Option<Self::Item> {
self.iter.next().map(|opt_val| {
opt_val.map(|array_ref| {
unsafe { *self.inner.as_mut() = array_ref.into() };
let refer = &*self.series_container;
unsafe {
let s = std::mem::transmute::<&Series, &'a Series>(refer);
UnstableSeries::new_with_chunk(s, self.inner.as_ref())
}
})
})
}
fn size_hint(&self) -> (usize, Option<usize>) {
(self.len, Some(self.len))
}
}
#[cfg(feature = "private")]
unsafe impl<'a, I: Iterator<Item = Option<ArrayBox>>> TrustedLen for AmortizedListIter<'a, I> {}
impl ListChunked {
#[cfg(feature = "private")]
pub fn amortized_iter(&self) -> AmortizedListIter<impl Iterator<Item = Option<ArrayBox>> + '_> {
let arr = self.downcast_iter().next().unwrap();
let inner_values = arr.values();
let series_container = unsafe {
Box::new(Series::from_chunks_and_dtype_unchecked(
"",
vec![inner_values.clone()],
&self.inner_dtype(),
))
};
let ptr = &series_container.chunks()[0] as *const ArrayRef as *mut ArrayRef;
AmortizedListIter {
len: self.len(),
series_container,
inner: NonNull::new(ptr).unwrap(),
lifetime: PhantomData,
iter: self.downcast_iter().flat_map(|arr| arr.iter()),
}
}
#[cfg(feature = "private")]
#[must_use]
pub fn apply_amortized<'a, F>(&'a self, mut f: F) -> Self
where
F: FnMut(UnstableSeries<'a>) -> Series,
{
if self.is_empty() {
return self.clone();
}
let mut fast_explode = true;
let mut ca: ListChunked = self
.amortized_iter()
.map(|opt_v| {
opt_v.map(|v| {
let out = f(v);
if out.is_empty() {
fast_explode = false;
}
out
})
})
.collect_trusted();
ca.rename(self.name());
if fast_explode {
ca.set_fast_explode();
}
ca
}
pub fn try_apply_amortized<'a, F>(&'a self, mut f: F) -> Result<Self>
where
F: FnMut(UnstableSeries<'a>) -> Result<Series>,
{
if self.is_empty() {
return Ok(self.clone());
}
let mut fast_explode = true;
let mut ca: ListChunked = self
.amortized_iter()
.map(|opt_v| {
opt_v
.map(|v| {
let out = f(v);
if let Ok(out) = &out {
if out.is_empty() {
fast_explode = false
}
};
out
})
.transpose()
})
.collect::<Result<_>>()?;
ca.rename(self.name());
if fast_explode {
ca.set_fast_explode();
}
Ok(ca)
}
}
#[cfg(test)]
mod test {
use super::*;
use crate::chunked_array::builder::get_list_builder;
#[test]
fn test_iter_list() {
let mut builder = get_list_builder(&DataType::Int32, 10, 10, "");
builder.append_series(&Series::new("", &[1, 2, 3]));
builder.append_series(&Series::new("", &[3, 2, 1]));
builder.append_series(&Series::new("", &[1, 1]));
let ca = builder.finish();
ca.amortized_iter()
.zip(ca.into_iter())
.for_each(|(s1, s2)| {
assert!(s1.unwrap().as_ref().series_equal(&s2.unwrap()));
});
}
}