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mod from;
use super::*;
#[derive(Clone)]
pub struct StructChunked {
fields: Vec<Series>,
field: Field,
arrow_array: ArrayRef,
}
fn fields_to_struct_array(fields: &[Series]) -> (ArrayRef, Vec<Series>) {
let fields = fields.iter().map(|s| s.rechunk()).collect::<Vec<_>>();
let new_fields = fields.iter().map(|s| s.field().to_arrow()).collect();
let field_arrays = fields
.iter()
.map(|s| s.chunks()[0].clone() as ArrayRef)
.collect::<Vec<_>>();
let arr = StructArray::new(ArrowDataType::Struct(new_fields), field_arrays, None);
(Arc::new(arr), fields)
}
impl StructChunked {
pub fn new(name: &str, fields: &[Series]) -> Result<Self> {
if !fields.iter().map(|s| s.len()).all_equal() {
Err(PolarsError::ShapeMisMatch(
"expected all fields to have equal length".into(),
))
} else {
Ok(Self::new_unchecked(name, fields))
}
}
pub(crate) fn arrow_array(&self) -> &ArrayRef {
&self.arrow_array
}
pub(crate) fn new_unchecked(name: &str, fields: &[Series]) -> Self {
let dtype = DataType::Struct(
fields
.iter()
.map(|s| Field::new(s.name(), s.dtype().clone()))
.collect(),
);
let field = Field::new(name, dtype);
let (arrow_array, fields) = fields_to_struct_array(fields);
Self {
fields,
field,
arrow_array,
}
}
pub fn field_by_name(&self, name: &str) -> Result<Series> {
self.fields
.iter()
.find(|s| s.name() == name)
.ok_or_else(|| PolarsError::NotFound(name.to_string()))
.map(|s| s.clone())
}
pub fn len(&self) -> usize {
self.fields.get(0).map(|s| s.len()).unwrap_or(0)
}
pub fn is_empty(&self) -> bool {
self.len() == 0
}
pub fn ref_field(&self) -> &Field {
&self.field
}
pub fn name(&self) -> &String {
self.field.name()
}
pub fn fields(&self) -> &[Series] {
&self.fields
}
pub fn fields_mut(&mut self) -> &mut Vec<Series> {
&mut self.fields
}
pub fn rename(&mut self, name: &str) {
self.field.set_name(name.to_string())
}
pub(crate) fn try_apply_fields<F>(&self, func: F) -> Result<Self>
where
F: Fn(&Series) -> Result<Series>,
{
let fields = self.fields.iter().map(func).collect::<Result<Vec<_>>>()?;
Ok(Self::new_unchecked(self.field.name(), &fields))
}
pub(crate) fn apply_fields<F>(&self, func: F) -> Self
where
F: Fn(&Series) -> Series,
{
let fields = self.fields.iter().map(func).collect::<Vec<_>>();
Self::new_unchecked(self.field.name(), &fields)
}
}
impl LogicalType for StructChunked {
fn dtype(&self) -> &DataType {
self.field.data_type()
}
fn get_any_value(&self, i: usize) -> AnyValue<'_> {
AnyValue::Struct(self.fields.iter().map(|s| s.get(i)).collect())
}
fn cast(&self, dtype: &DataType) -> Result<Series> {
let fields = self
.fields
.iter()
.map(|s| s.cast(dtype))
.collect::<Result<Vec<_>>>()?;
Ok(Self::new_unchecked(self.field.name(), &fields).into_series())
}
}