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use super::*;
#[cfg(feature = "dtype-time")]
use crate::chunked_array::temporal::time::time_to_time64ns;
use crate::prelude::*;
#[cfg(feature = "dtype-time")]
fn time_pattern<F, K>(val: &str, convert: F) -> Option<&'static str>
where
F: Fn(&str, &str) -> chrono::ParseResult<K>,
{
for fmt in ["%T", "%T%.3f", "%T%.6f", "%T%.9f"] {
if convert(val, fmt).is_ok() {
return Some(fmt);
}
}
None
}
fn date_pattern<F, K>(val: &str, convert: F) -> Option<&'static str>
where
F: Fn(&str, &str) -> chrono::ParseResult<K>,
{
for fmt in [
"%Y-%m-%d",
"%d-%m-%Y",
"%Y/%m/%d %H:%M:%S",
"%Y-%m-%d %H:%M:%S",
"%Y/%m/%d %H:%M:%S",
"%Y%m%d %H:%M:%S",
"%Y%m%d",
"%FT%H:%M:%S",
"%FT%H:%M:%S.%6f",
] {
if convert(val, fmt).is_ok() {
return Some(fmt);
}
}
None
}
impl Utf8Chunked {
fn get_first_val(&self) -> Result<&str> {
let idx = match self.first_non_null() {
Some(idx) => idx,
None => {
return Err(PolarsError::HasNullValues(
"Cannot determine date parsing format, all values are null".into(),
))
}
};
let val = self.get(idx).expect("should not be null");
Ok(val)
}
#[cfg(feature = "dtype-datetime")]
fn sniff_fmt_datetime(&self) -> Result<&'static str> {
let val = self.get_first_val()?;
if let Some(pattern) = date_pattern(val, NaiveDateTime::parse_from_str) {
return Ok(pattern);
}
Err(PolarsError::ComputeError(
"Could not find an appropriate format to parse dates, please define a fmt".into(),
))
}
#[cfg(feature = "dtype-date")]
fn sniff_fmt_date(&self) -> Result<&'static str> {
let val = self.get_first_val()?;
if let Some(pattern) = date_pattern(val, NaiveDate::parse_from_str) {
return Ok(pattern);
}
Err(PolarsError::ComputeError(
"Could not find an appropriate format to parse dates, please define a fmt".into(),
))
}
#[cfg(feature = "dtype-time")]
fn sniff_fmt_time(&self) -> Result<&'static str> {
let val = self.get_first_val()?;
if let Some(pattern) = time_pattern(val, NaiveTime::parse_from_str) {
return Ok(pattern);
}
Err(PolarsError::ComputeError(
"Could not find an appropriate format to parse times, please define a fmt".into(),
))
}
#[cfg(feature = "dtype-time")]
pub fn as_time(&self, fmt: Option<&str>) -> Result<TimeChunked> {
let fmt = match fmt {
Some(fmt) => fmt,
None => self.sniff_fmt_time()?,
};
let mut ca: Int64Chunked = match self.null_count() {
0 => self
.into_no_null_iter()
.map(|s| {
NaiveTime::parse_from_str(s, fmt)
.ok()
.as_ref()
.map(time_to_time64ns)
})
.collect_trusted(),
_ => self
.into_iter()
.map(|opt_s| {
let opt_nd = opt_s.map(|s| {
NaiveTime::parse_from_str(s, fmt)
.ok()
.as_ref()
.map(time_to_time64ns)
});
match opt_nd {
None => None,
Some(None) => None,
Some(Some(nd)) => Some(nd),
}
})
.collect_trusted(),
};
ca.rename(self.name());
Ok(ca.into())
}
#[cfg(feature = "dtype-date")]
pub fn as_date(&self, fmt: Option<&str>) -> Result<DateChunked> {
let fmt = match fmt {
Some(fmt) => fmt,
None => self.sniff_fmt_date()?,
};
let mut ca: Int32Chunked = match self.null_count() {
0 => self
.into_no_null_iter()
.map(|s| {
NaiveDate::parse_from_str(s, fmt)
.ok()
.map(naive_date_to_date)
})
.collect_trusted(),
_ => self
.into_iter()
.map(|opt_s| {
let opt_nd = opt_s.map(|s| {
NaiveDate::parse_from_str(s, fmt)
.ok()
.map(naive_date_to_date)
});
match opt_nd {
None => None,
Some(None) => None,
Some(Some(nd)) => Some(nd),
}
})
.collect_trusted(),
};
ca.rename(self.name());
Ok(ca.into())
}
#[cfg(feature = "dtype-datetime")]
pub fn as_datetime(&self, fmt: Option<&str>) -> Result<DatetimeChunked> {
let fmt = match fmt {
Some(fmt) => fmt,
None => self.sniff_fmt_datetime()?,
};
let mut ca: Int64Chunked = match self.null_count() {
0 => self
.into_no_null_iter()
.map(|s| {
NaiveDateTime::parse_from_str(s, fmt)
.ok()
.map(|dt| naive_datetime_to_datetime(&dt))
})
.collect_trusted(),
_ => self
.into_iter()
.map(|opt_s| {
let opt_nd = opt_s.map(|s| {
NaiveDateTime::parse_from_str(s, fmt)
.ok()
.map(|dt| naive_datetime_to_datetime(&dt))
});
match opt_nd {
None => None,
Some(None) => None,
Some(Some(nd)) => Some(nd),
}
})
.collect_trusted(),
};
ca.rename(self.name());
Ok(ca.into())
}
}