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use super::*;
use polars_arrow::array::ValueSize;
use polars_arrow::export::arrow::array::{MutableArray, MutableUtf8Array};
use polars_time::prelude::*;
pub struct StringNameSpace(pub(crate) Expr);
impl StringNameSpace {
pub fn extract(self, pat: &str, group_index: usize) -> Expr {
let pat = pat.to_string();
let function = move |s: Series| {
let ca = s.utf8()?;
ca.extract(&pat, group_index).map(|ca| ca.into_series())
};
self.0
.map(function, GetOutput::from_type(DataType::Utf8))
.with_fmt("str.extract")
}
#[cfg(feature = "temporal")]
pub fn strptime(self, options: StrpTimeOptions) -> Expr {
let out_type = options.date_dtype.clone();
let function = move |s: Series| {
let ca = s.utf8()?;
let out = match &options.date_dtype {
DataType::Date => {
if options.exact {
ca.as_date(options.fmt.as_deref())?.into_series()
} else {
ca.as_date_not_exact(options.fmt.as_deref())?.into_series()
}
}
DataType::Datetime(tu, _) => {
if options.exact {
ca.as_datetime(options.fmt.as_deref(), *tu)?.into_series()
} else {
ca.as_datetime_not_exact(options.fmt.as_deref(), *tu)?
.into_series()
}
}
dt => {
return Err(PolarsError::ComputeError(
format!("not implemented for dtype {:?}", dt).into(),
))
}
};
if options.strict {
if out.null_count() != ca.null_count() {
Err(PolarsError::ComputeError(
"strict conversion to dates failed, maybe set strict=False".into(),
))
} else {
Ok(out.into_series())
}
} else {
Ok(out.into_series())
}
};
self.0
.map(function, GetOutput::from_type(out_type))
.with_fmt("str.strptime")
}
#[cfg(feature = "concat_str")]
pub fn concat(self, delimiter: &str) -> Expr {
let delimiter = delimiter.to_owned();
let function = NoEq::new(Arc::new(move |s: &mut [Series]| {
Ok(s[0].str_concat(&delimiter).into_series())
}) as Arc<dyn SeriesUdf>);
Expr::Function {
input: vec![self.0],
function,
output_type: GetOutput::from_type(DataType::Utf8),
options: FunctionOptions {
collect_groups: ApplyOptions::ApplyGroups,
input_wildcard_expansion: false,
auto_explode: true,
fmt_str: "str.concat",
},
}
}
pub fn split(self, by: &str) -> Expr {
let by = by.to_string();
let function = move |s: Series| {
let ca = s.utf8()?;
let mut builder = ListUtf8ChunkedBuilder::new(s.name(), s.len(), ca.get_values_size());
ca.into_iter().for_each(|opt_s| match opt_s {
None => builder.append_null(),
Some(s) => {
let iter = s.split(&by);
builder.append_values_iter(iter);
}
});
Ok(builder.finish().into_series())
};
self.0
.map(
function,
GetOutput::from_type(DataType::List(Box::new(DataType::Utf8))),
)
.with_fmt("str.split")
}
#[cfg(feature = "dtype-struct")]
pub fn split_exact(self, by: &str, n: usize) -> Expr {
let by = by.to_string();
let function = move |s: Series| {
let ca = s.utf8()?;
let mut arrs = (0..n + 1)
.map(|_| MutableUtf8Array::<i64>::with_capacity(ca.len()))
.collect::<Vec<_>>();
ca.into_iter().for_each(|opt_s| match opt_s {
None => {
for arr in &mut arrs {
arr.push_null()
}
}
Some(s) => {
let mut arr_iter = arrs.iter_mut();
let split_iter = s.split(&by);
(split_iter)
.zip(&mut arr_iter)
.for_each(|(splitted, arr)| arr.push(Some(splitted)));
for arr in arr_iter {
arr.push_null()
}
}
});
let fields = arrs
.into_iter()
.enumerate()
.map(|(i, arr)| {
Series::try_from((format!("field_{i}").as_str(), arr.into_arc())).unwrap()
})
.collect::<Vec<_>>();
Ok(StructChunked::new(ca.name(), &fields)?.into_series())
};
self.0
.map(
function,
GetOutput::from_type(DataType::Struct(
(0..n + 1)
.map(|i| Field::new(&format!("field_{i}"), DataType::Utf8))
.collect(),
)),
)
.with_fmt("str.split_exact")
}
#[cfg(feature = "dtype-struct")]
pub fn split_exact_inclusive(self, by: &str, n: usize) -> Expr {
let by = by.to_string();
let function = move |s: Series| {
let ca = s.utf8()?;
let mut arrs = (0..n + 1)
.map(|_| MutableUtf8Array::<i64>::with_capacity(ca.len()))
.collect::<Vec<_>>();
ca.into_iter().for_each(|opt_s| match opt_s {
None => {
for arr in &mut arrs {
arr.push_null()
}
}
Some(s) => {
let mut arr_iter = arrs.iter_mut();
let split_iter = s.split_inclusive(&by);
(split_iter)
.zip(&mut arr_iter)
.for_each(|(splitted, arr)| arr.push(Some(splitted)));
for arr in arr_iter {
arr.push_null()
}
}
});
let fields = arrs
.into_iter()
.enumerate()
.map(|(i, arr)| {
Series::try_from((format!("field_{i}").as_str(), arr.into_arc())).unwrap()
})
.collect::<Vec<_>>();
Ok(StructChunked::new(ca.name(), &fields)?.into_series())
};
self.0
.map(
function,
GetOutput::from_type(DataType::Struct(
(0..n + 1)
.map(|i| Field::new(&format!("field_{i}"), DataType::Utf8))
.collect(),
)),
)
.with_fmt("str.split_exact")
}
pub fn split_inclusive(self, by: &str) -> Expr {
let by = by.to_string();
let function = move |s: Series| {
let ca = s.utf8()?;
let mut builder = ListUtf8ChunkedBuilder::new(s.name(), s.len(), ca.get_values_size());
ca.into_iter().for_each(|opt_s| match opt_s {
None => builder.append_null(),
Some(s) => {
let iter = s.split_inclusive(&by);
builder.append_values_iter(iter);
}
});
Ok(builder.finish().into_series())
};
self.0
.map(
function,
GetOutput::from_type(DataType::List(Box::new(DataType::Utf8))),
)
.with_fmt("str.split_inclusive")
}
}