use super::*;
pub fn try_get_supertype(l: &DataType, r: &DataType) -> PolarsResult<DataType> {
get_supertype(l, r).ok_or_else(
|| polars_err!(ComputeError: "failed to determine supertype of {} and {}", l, r),
)
}
pub fn get_supertype(l: &DataType, r: &DataType) -> Option<DataType> {
fn inner(l: &DataType, r: &DataType) -> Option<DataType> {
use DataType::*;
if l == r {
return Some(l.clone());
}
match (l, r) {
#[cfg(feature = "dtype-i8")]
(Int8, Boolean) => Some(Int8),
#[cfg(all(feature = "dtype-i8", feature = "dtype-i16"))]
(Int8, Int16) => Some(Int16),
#[cfg(feature = "dtype-i8")]
(Int8, Int32) => Some(Int32),
#[cfg(feature = "dtype-i8")]
(Int8, Int64) => Some(Int64),
#[cfg(all(feature = "dtype-i8", feature = "dtype-i16"))]
(Int8, UInt8) => Some(Int16),
#[cfg(all(feature = "dtype-i8", feature = "dtype-u16"))]
(Int8, UInt16) => Some(Int32),
#[cfg(feature = "dtype-i8")]
(Int8, UInt32) => Some(Int64),
#[cfg(feature = "dtype-i8")]
(Int8, UInt64) => Some(Float64), #[cfg(feature = "dtype-i8")]
(Int8, Float32) => Some(Float32),
#[cfg(feature = "dtype-i8")]
(Int8, Float64) => Some(Float64),
#[cfg(feature = "dtype-i16")]
(Int16, Boolean) => Some(Int16),
#[cfg(all(feature = "dtype-i16", feature = "dtype-i8"))]
(Int16, Int8) => Some(Int16),
#[cfg(feature = "dtype-i16")]
(Int16, Int32) => Some(Int32),
#[cfg(feature = "dtype-i16")]
(Int16, Int64) => Some(Int64),
#[cfg(all(feature = "dtype-i16", feature = "dtype-u8"))]
(Int16, UInt8) => Some(Int16),
#[cfg(all(feature = "dtype-i16", feature = "dtype-u16"))]
(Int16, UInt16) => Some(Int32),
#[cfg(feature = "dtype-i16")]
(Int16, UInt32) => Some(Int64),
#[cfg(feature = "dtype-i16")]
(Int16, UInt64) => Some(Float64), #[cfg(feature = "dtype-i16")]
(Int16, Float32) => Some(Float32),
#[cfg(feature = "dtype-i16")]
(Int16, Float64) => Some(Float64),
(Int32, Boolean) => Some(Int32),
#[cfg(feature = "dtype-i8")]
(Int32, Int8) => Some(Int32),
#[cfg(feature = "dtype-i16")]
(Int32, Int16) => Some(Int32),
(Int32, Int64) => Some(Int64),
#[cfg(feature = "dtype-u8")]
(Int32, UInt8) => Some(Int32),
#[cfg(feature = "dtype-u16")]
(Int32, UInt16) => Some(Int32),
(Int32, UInt32) => Some(Int64),
#[cfg(not(feature = "bigidx"))]
(Int32, UInt64) => Some(Float64), #[cfg(feature = "bigidx")]
(Int32, UInt64) => Some(Int64), (Int32, Float32) => Some(Float64), (Int32, Float64) => Some(Float64),
(Int64, Boolean) => Some(Int64),
#[cfg(feature = "dtype-i8")]
(Int64, Int8) => Some(Int64),
#[cfg(feature = "dtype-i16")]
(Int64, Int16) => Some(Int64),
(Int64, Int32) => Some(Int64),
#[cfg(feature = "dtype-u8")]
(Int64, UInt8) => Some(Int64),
#[cfg(feature = "dtype-u16")]
(Int64, UInt16) => Some(Int64),
(Int64, UInt32) => Some(Int64),
#[cfg(not(feature = "bigidx"))]
(Int64, UInt64) => Some(Float64), #[cfg(feature = "bigidx")]
(Int64, UInt64) => Some(Int64), (Int64, Float32) => Some(Float64), (Int64, Float64) => Some(Float64),
#[cfg(all(feature = "dtype-u16", feature = "dtype-u8"))]
(UInt16, UInt8) => Some(UInt16),
#[cfg(feature = "dtype-u16")]
(UInt16, UInt32) => Some(UInt32),
#[cfg(feature = "dtype-u16")]
(UInt16, UInt64) => Some(UInt64),
#[cfg(feature = "dtype-u8")]
(UInt8, UInt32) => Some(UInt32),
#[cfg(feature = "dtype-u8")]
(UInt8, UInt64) => Some(UInt64),
(UInt32, UInt64) => Some(UInt64),
#[cfg(feature = "dtype-u8")]
(Boolean, UInt8) => Some(UInt8),
#[cfg(feature = "dtype-u16")]
(Boolean, UInt16) => Some(UInt16),
(Boolean, UInt32) => Some(UInt32),
(Boolean, UInt64) => Some(UInt64),
#[cfg(feature = "dtype-u8")]
(Float32, UInt8) => Some(Float32),
#[cfg(feature = "dtype-u16")]
(Float32, UInt16) => Some(Float32),
(Float32, UInt32) => Some(Float64),
(Float32, UInt64) => Some(Float64),
#[cfg(feature = "dtype-u8")]
(Float64, UInt8) => Some(Float64),
#[cfg(feature = "dtype-u16")]
(Float64, UInt16) => Some(Float64),
(Float64, UInt32) => Some(Float64),
(Float64, UInt64) => Some(Float64),
(Float64, Float32) => Some(Float64),
#[cfg(feature = "dtype-date")]
(Date, UInt32) => Some(Int64),
#[cfg(feature = "dtype-date")]
(Date, UInt64) => Some(Int64),
#[cfg(feature = "dtype-date")]
(Date, Int32) => Some(Int32),
#[cfg(feature = "dtype-date")]
(Date, Int64) => Some(Int64),
#[cfg(feature = "dtype-date")]
(Date, Float32) => Some(Float32),
#[cfg(feature = "dtype-date")]
(Date, Float64) => Some(Float64),
#[cfg(all(feature = "dtype-date", feature = "dtype-datetime"))]
(Date, Datetime(tu, tz)) => Some(Datetime(*tu, tz.clone())),
#[cfg(feature = "dtype-datetime")]
(Datetime(_, _), UInt32) => Some(Int64),
#[cfg(feature = "dtype-datetime")]
(Datetime(_, _), UInt64) => Some(Int64),
#[cfg(feature = "dtype-datetime")]
(Datetime(_, _), Int32) => Some(Int64),
#[cfg(feature = "dtype-datetime")]
(Datetime(_, _), Int64) => Some(Int64),
#[cfg(feature = "dtype-datetime")]
(Datetime(_, _), Float32) => Some(Float64),
#[cfg(feature = "dtype-datetime")]
(Datetime(_, _), Float64) => Some(Float64),
#[cfg(all(feature = "dtype-datetime", feature = "dtype=date"))]
(Datetime(tu, tz), Date) => Some(Datetime(*tu, tz.clone())),
(Boolean, Float32) => Some(Float32),
(Boolean, Float64) => Some(Float64),
#[cfg(feature = "dtype-duration")]
(Duration(_), UInt32) => Some(Int64),
#[cfg(feature = "dtype-duration")]
(Duration(_), UInt64) => Some(Int64),
#[cfg(feature = "dtype-duration")]
(Duration(_), Int32) => Some(Int64),
#[cfg(feature = "dtype-duration")]
(Duration(_), Int64) => Some(Int64),
#[cfg(feature = "dtype-duration")]
(Duration(_), Float32) => Some(Float64),
#[cfg(feature = "dtype-duration")]
(Duration(_), Float64) => Some(Float64),
#[cfg(feature = "dtype-time")]
(Time, Int32) => Some(Int64),
#[cfg(feature = "dtype-time")]
(Time, Int64) => Some(Int64),
#[cfg(feature = "dtype-time")]
(Time, Float32) => Some(Float64),
#[cfg(feature = "dtype-time")]
(Time, Float64) => Some(Float64),
(dt, Utf8) if dt != &DataType::Unknown && dt != &DataType::Binary => Some(Utf8),
(dt, Utf8) if dt != &DataType::Unknown => Some(Utf8),
(dt, Null) => Some(dt.clone()),
#[cfg(all(feature = "dtype-duration", feature = "dtype-datetime"))]
(Duration(lu), Datetime(ru, Some(tz))) | (Datetime(lu, Some(tz)), Duration(ru)) => {
if tz.is_empty() {
Some(Datetime(get_time_units(lu, ru), None))
} else {
Some(Datetime(get_time_units(lu, ru), Some(tz.clone())))
}
}
#[cfg(all(feature = "dtype-duration", feature = "dtype-datetime"))]
(Duration(lu), Datetime(ru, None)) | (Datetime(lu, None), Duration(ru)) => {
Some(Datetime(get_time_units(lu, ru), None))
}
#[cfg(all(feature = "dtype-duration", feature = "dtype-date"))]
(Duration(_), Date) | (Date, Duration(_)) => Some(Date),
#[cfg(feature = "dtype-duration")]
(Duration(lu), Duration(ru)) => Some(Duration(get_time_units(lu, ru))),
#[cfg(feature = "dtype-datetime")]
(Datetime(tu_l, tz_l), Datetime(tu_r, tz_r)) if
(tz_l.is_none() && tz_r.is_none())
|| (tz_l.is_some() && (tz_l == tz_r)) => {
let tu = get_time_units(tu_l, tu_r);
Some(Datetime(tu, tz_r.clone()))
}
(List(inner_left), List(inner_right)) => {
let st = get_supertype(inner_left, inner_right)?;
Some(DataType::List(Box::new(st)))
}
(List(inner), other) | (other, List(inner)) => {
let st = get_supertype(inner, other)?;
Some(DataType::List(Box::new(st)))
}
(_, Unknown) => Some(Unknown),
#[cfg(feature = "dtype-struct")]
(Struct(fields_a), Struct(fields_b)) => {
super_type_structs(fields_a, fields_b)
}
#[cfg(feature = "dtype-struct")]
(Struct(fields_a), rhs) if rhs.is_numeric() => {
let mut new_fields = Vec::with_capacity(fields_a.len());
for a in fields_a {
let st = get_supertype(&a.dtype, rhs)?;
new_fields.push(Field::new(&a.name, st))
}
Some(Struct(new_fields))
}
#[cfg(feature = "dtype-decimal")]
(d @ Decimal(_, _), dt) if dt.is_signed() || dt.is_unsigned() => Some(d.clone()),
#[cfg(feature = "dtype-decimal")]
(Decimal(p1, s1), Decimal(p2, s2)) => {
Some(Decimal((*p1).zip(*p2).map(|(p1, p2)| p1.max(p2)), (*s1).max(*s2)))
}
#[cfg(feature = "dtype-decimal")]
(Decimal(_, _), f @ (Float32 | Float64)) => Some(f.clone()),
_ => None,
}
}
inner(l, r).or_else(|| inner(r, l))
}
#[cfg(feature = "dtype-struct")]
fn union_struct_fields(fields_a: &[Field], fields_b: &[Field]) -> Option<DataType> {
let (longest, shortest) = {
if fields_a.len() >= fields_b.len() {
(fields_a, fields_b)
} else {
(fields_b, fields_a)
}
};
let mut longest_map =
PlIndexMap::from_iter(longest.iter().map(|fld| (&fld.name, fld.dtype.clone())));
for field in shortest {
let dtype_longest = longest_map
.entry(&field.name)
.or_insert_with(|| field.dtype.clone());
if &field.dtype != dtype_longest {
let st = get_supertype(&field.dtype, dtype_longest)?;
*dtype_longest = st
}
}
let new_fields = longest_map
.into_iter()
.map(|(name, dtype)| Field::new(name, dtype))
.collect::<Vec<_>>();
Some(DataType::Struct(new_fields))
}
#[cfg(feature = "dtype-struct")]
fn super_type_structs(fields_a: &[Field], fields_b: &[Field]) -> Option<DataType> {
if fields_a.len() != fields_b.len() {
union_struct_fields(fields_a, fields_b)
} else {
let mut new_fields = Vec::with_capacity(fields_a.len());
for (a, b) in fields_a.iter().zip(fields_b) {
if a.name != b.name {
return union_struct_fields(fields_a, fields_b);
}
let st = get_supertype(&a.dtype, &b.dtype)?;
new_fields.push(Field::new(&a.name, st))
}
Some(DataType::Struct(new_fields))
}
}