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
#![cfg_attr(docsrs, feature(doc_cfg))]
extern crate core;
#[macro_use]
pub mod utils;
pub mod chunked_array;
pub mod datatypes;
#[cfg(feature = "docs")]
pub mod doc;
pub mod error;
pub mod export;
mod fmt;
pub mod frame;
pub mod functions;
mod named_from;
pub mod prelude;
pub mod schema;
#[cfg(feature = "serde")]
#[cfg_attr(docsrs, doc(cfg(feature = "serde")))]
pub mod serde;
pub mod series;
pub mod testing;
#[cfg(test)]
mod tests;
pub(crate) mod vector_hasher;
#[cfg(any(feature = "dtype-categorical", feature = "object"))]
use std::time::{SystemTime, UNIX_EPOCH};
#[cfg(feature = "dtype-categorical")]
use ahash::AHashMap;
use lazy_static::lazy_static;
use rayon::{ThreadPool, ThreadPoolBuilder};
#[cfg(feature = "dtype-categorical")]
use std::sync::atomic::{AtomicBool, Ordering};
#[cfg(feature = "dtype-categorical")]
use std::sync::{Mutex, MutexGuard};
#[cfg(feature = "object")]
lazy_static! {
pub(crate) static ref PROCESS_ID: u128 = SystemTime::now()
.duration_since(UNIX_EPOCH)
.unwrap()
.as_nanos();
}
lazy_static! {
pub static ref POOL: ThreadPool = ThreadPoolBuilder::new()
.num_threads(
std::env::var("POLARS_MAX_THREADS")
.map(|s| s.parse::<usize>().expect("integer"))
.unwrap_or_else(|_| std::thread::available_parallelism()
.unwrap_or(std::num::NonZeroUsize::new(1).unwrap())
.get())
)
.build()
.expect("could not spawn threads");
}
#[cfg(feature = "dtype-categorical")]
struct SCacheInner {
map: AHashMap<String, u32>,
uuid: u128,
}
#[cfg(feature = "dtype-categorical")]
impl Default for SCacheInner {
fn default() -> Self {
Self {
map: Default::default(),
uuid: SystemTime::now()
.duration_since(UNIX_EPOCH)
.unwrap()
.as_nanos(),
}
}
}
#[cfg(feature = "dtype-categorical")]
pub(crate) struct StringCache(pub(crate) Mutex<SCacheInner>);
#[cfg(feature = "dtype-categorical")]
impl StringCache {
pub(crate) fn lock_map(&self) -> MutexGuard<SCacheInner> {
self.0.lock().unwrap()
}
pub(crate) fn clear(&self) {
let mut lock = self.lock_map();
*lock = Default::default();
}
}
#[cfg(feature = "dtype-categorical")]
impl Default for StringCache {
fn default() -> Self {
StringCache(Mutex::new(Default::default()))
}
}
#[cfg(feature = "dtype-categorical")]
pub(crate) static USE_STRING_CACHE: AtomicBool = AtomicBool::new(false);
#[cfg(feature = "dtype-categorical")]
lazy_static! {
pub(crate) static ref STRING_CACHE: StringCache = Default::default();
}
#[cfg(test)]
#[cfg(feature = "dtype-categorical")]
lazy_static! {
pub(crate) static ref SINGLE_LOCK: Mutex<()> = Mutex::new(());
}
#[cfg(feature = "dtype-categorical")]
pub fn toggle_string_cache(toggle: bool) {
USE_STRING_CACHE.store(toggle, Ordering::Release);
if !toggle {
STRING_CACHE.clear()
}
}
#[cfg(feature = "dtype-categorical")]
pub fn reset_string_cache() {
STRING_CACHE.clear()
}
#[cfg(feature = "dtype-categorical")]
pub(crate) fn use_string_cache() -> bool {
USE_STRING_CACHE.load(Ordering::Acquire)
}