Book a Demo!
CoCalc Logo Icon
StoreFeaturesDocsShareSupportNewsAboutPoliciesSign UpSign In
pola-rs
GitHub Repository: pola-rs/polars
Path: blob/main/crates/polars-python/src/conversion/datetime.rs
7889 views
1
//! Utilities for converting dates, times, datetimes, and so on.
2
3
use std::str::FromStr;
4
5
use chrono::{DateTime, Datelike, FixedOffset, NaiveDateTime, NaiveTime, TimeDelta, TimeZone as _};
6
use chrono_tz::Tz;
7
use polars::datatypes::TimeUnit;
8
use polars_core::datatypes::TimeZone;
9
use pyo3::types::PyAnyMethods;
10
use pyo3::{Bound, IntoPyObjectExt, PyAny, PyResult, Python, intern};
11
12
use crate::error::PyPolarsErr;
13
use crate::py_modules::pl_utils;
14
15
pub fn elapsed_offset_to_timedelta(elapsed: i64, time_unit: TimeUnit) -> TimeDelta {
16
let (in_second, nano_multiplier) = match time_unit {
17
TimeUnit::Nanoseconds => (1_000_000_000, 1),
18
TimeUnit::Microseconds => (1_000_000, 1_000),
19
TimeUnit::Milliseconds => (1_000, 1_000_000),
20
};
21
let mut elapsed_sec = elapsed / in_second;
22
let mut elapsed_nanos = nano_multiplier * (elapsed % in_second);
23
if elapsed_nanos < 0 {
24
// TimeDelta expects nanos to always be positive.
25
elapsed_sec -= 1;
26
elapsed_nanos += 1_000_000_000;
27
}
28
TimeDelta::new(elapsed_sec, elapsed_nanos as u32).unwrap()
29
}
30
31
/// Convert time-units-since-epoch to a more structured object.
32
pub fn timestamp_to_naive_datetime(since_epoch: i64, time_unit: TimeUnit) -> NaiveDateTime {
33
DateTime::UNIX_EPOCH.naive_utc() + elapsed_offset_to_timedelta(since_epoch, time_unit)
34
}
35
36
/// Convert nanoseconds-since-midnight to a more structured object.
37
pub fn nanos_since_midnight_to_naivetime(nanos_since_midnight: i64) -> NaiveTime {
38
NaiveTime::from_hms_opt(0, 0, 0).unwrap()
39
+ elapsed_offset_to_timedelta(nanos_since_midnight, TimeUnit::Nanoseconds)
40
}
41
42
pub fn datetime_to_py_object<'py>(
43
py: Python<'py>,
44
v: i64,
45
tu: TimeUnit,
46
tz: Option<&TimeZone>,
47
) -> PyResult<Bound<'py, PyAny>> {
48
if let Some(time_zone) = tz {
49
if let Ok(tz) = Tz::from_str(time_zone) {
50
let utc_datetime = DateTime::UNIX_EPOCH + elapsed_offset_to_timedelta(v, tu);
51
if utc_datetime.year() >= 2100 {
52
// chrono-tz does not support dates after 2100
53
// https://github.com/chronotope/chrono-tz/issues/135
54
pl_utils(py)
55
.bind(py)
56
.getattr(intern!(py, "to_py_datetime"))?
57
.call1((v, tu.to_ascii(), time_zone.as_str()))
58
} else {
59
let datetime = utc_datetime.with_timezone(&tz);
60
datetime.into_bound_py_any(py)
61
}
62
} else if let Ok(tz) = FixedOffset::from_str(time_zone) {
63
let naive_datetime = timestamp_to_naive_datetime(v, tu);
64
let datetime = tz.from_utc_datetime(&naive_datetime);
65
datetime.into_bound_py_any(py)
66
} else {
67
Err(PyPolarsErr::Other(format!("Could not parse timezone: {time_zone}")).into())
68
}
69
} else {
70
timestamp_to_naive_datetime(v, tu).into_bound_py_any(py)
71
}
72
}
73
74