#[cfg(any(
feature = "dtype-datetime",
feature = "dtype-date",
feature = "dtype-duration",
feature = "dtype-time"
))]
use arrow::compute::cast::cast_default as cast;
use arrow::compute::cast::cast_unchecked;
use crate::prelude::*;
impl Series {
#[inline]
pub fn array_ref(&self, chunk_idx: usize) -> &ArrayRef {
&self.chunks()[chunk_idx] as &ArrayRef
}
pub fn to_arrow(&self, chunk_idx: usize, pl_flavor: bool) -> ArrayRef {
match self.dtype() {
#[cfg(feature = "dtype-struct")]
DataType::Struct(_) => self.struct_().unwrap().to_arrow(chunk_idx, pl_flavor),
DataType::List(inner) => {
let ca = self.list().unwrap();
let arr = ca.chunks[chunk_idx].clone();
let arr = arr.as_any().downcast_ref::<ListArray<i64>>().unwrap();
let new_values = if let DataType::Null = &**inner {
arr.values().clone()
} else {
let s = unsafe {
Series::from_chunks_and_dtype_unchecked(
"",
vec![arr.values().clone()],
&inner.to_physical(),
)
.cast_unchecked(inner)
.unwrap()
};
s.to_arrow(0, pl_flavor)
};
let data_type = ListArray::<i64>::default_datatype(inner.to_arrow(pl_flavor));
let arr = ListArray::<i64>::new(
data_type,
arr.offsets().clone(),
new_values,
arr.validity().cloned(),
);
Box::new(arr)
},
#[cfg(feature = "dtype-categorical")]
dt @ (DataType::Categorical(_, ordering) | DataType::Enum(_, ordering)) => {
let ca = self.categorical().unwrap();
let arr = ca.physical().chunks()[chunk_idx].clone();
let cats = unsafe { UInt32Chunked::from_chunks("", vec![arr]) };
let new = unsafe {
CategoricalChunked::from_cats_and_rev_map_unchecked(
cats,
ca.get_rev_map().clone(),
matches!(dt, DataType::Enum(_, _)),
*ordering,
)
};
new.to_arrow(pl_flavor, false)
},
#[cfg(feature = "dtype-date")]
DataType::Date => cast(
&*self.chunks()[chunk_idx],
&DataType::Date.to_arrow(pl_flavor),
)
.unwrap(),
#[cfg(feature = "dtype-datetime")]
DataType::Datetime(_, _) => cast(
&*self.chunks()[chunk_idx],
&self.dtype().to_arrow(pl_flavor),
)
.unwrap(),
#[cfg(feature = "dtype-duration")]
DataType::Duration(_) => cast(
&*self.chunks()[chunk_idx],
&self.dtype().to_arrow(pl_flavor),
)
.unwrap(),
#[cfg(feature = "dtype-time")]
DataType::Time => cast(
&*self.chunks()[chunk_idx],
&DataType::Time.to_arrow(pl_flavor),
)
.unwrap(),
#[cfg(feature = "object")]
DataType::Object(_, None) => {
use crate::chunked_array::object::builder::object_series_to_arrow_array;
if self.chunks().len() == 1 && chunk_idx == 0 {
object_series_to_arrow_array(self)
} else {
let offset = self.chunks()[..chunk_idx]
.iter()
.map(|arr| arr.len())
.sum::<usize>() as i64;
let len = self.chunks()[chunk_idx].len();
let s = self.slice(offset, len);
object_series_to_arrow_array(&s)
}
},
DataType::String => {
if pl_flavor {
self.array_ref(chunk_idx).clone()
} else {
let arr = self.array_ref(chunk_idx);
cast_unchecked(arr.as_ref(), &ArrowDataType::LargeUtf8).unwrap()
}
},
DataType::Binary => {
if pl_flavor {
self.array_ref(chunk_idx).clone()
} else {
let arr = self.array_ref(chunk_idx);
cast_unchecked(arr.as_ref(), &ArrowDataType::LargeBinary).unwrap()
}
},
_ => self.array_ref(chunk_idx).clone(),
}
}
}