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use crate::prelude::*;
fn any_values_to_primitive<T: PolarsNumericType>(avs: &[AnyValue]) -> ChunkedArray<T> {
avs.iter()
.map(|av| av.extract::<T::Native>())
.collect_trusted()
}
fn any_values_to_utf8(avs: &[AnyValue]) -> Utf8Chunked {
avs.iter()
.map(|av| match av {
AnyValue::Utf8(s) => Some(*s),
AnyValue::Utf8Owned(s) => Some(&**s),
_ => None,
})
.collect_trusted()
}
fn any_values_to_bool(avs: &[AnyValue]) -> BooleanChunked {
avs.iter()
.map(|av| match av {
AnyValue::Boolean(b) => Some(*b),
_ => None,
})
.collect_trusted()
}
fn any_values_to_list(avs: &[AnyValue]) -> ListChunked {
avs.iter()
.map(|av| match av {
AnyValue::List(b) => Some(b.clone()),
_ => None,
})
.collect_trusted()
}
impl<'a, T: AsRef<[AnyValue<'a>]>> NamedFrom<T, [AnyValue<'a>]> for Series {
fn new(name: &str, v: T) -> Self {
let av = v.as_ref();
Series::from_any_values(name, av).unwrap()
}
}
impl Series {
pub fn from_any_values<'a>(name: &str, av: &[AnyValue<'a>]) -> Result<Series> {
match av.iter().find(|av| !matches!(av, AnyValue::Null)) {
None => Ok(Series::full_null(name, av.len(), &DataType::Int32)),
Some(av_) => {
let mut s = match av_ {
AnyValue::Int32(_) => any_values_to_primitive::<Int32Type>(av).into_series(),
AnyValue::Int64(_) => any_values_to_primitive::<Int64Type>(av).into_series(),
AnyValue::UInt32(_) => any_values_to_primitive::<UInt32Type>(av).into_series(),
AnyValue::UInt64(_) => any_values_to_primitive::<UInt64Type>(av).into_series(),
AnyValue::Float32(_) => {
any_values_to_primitive::<Float32Type>(av).into_series()
}
AnyValue::Float64(_) => {
any_values_to_primitive::<Float64Type>(av).into_series()
}
AnyValue::Utf8(_) | AnyValue::Utf8Owned(_) => {
any_values_to_utf8(av).into_series()
}
AnyValue::Boolean(_) => any_values_to_bool(av).into_series(),
AnyValue::List(_) => any_values_to_list(av).into_series(),
#[cfg(feature = "dtype-date")]
AnyValue::Date(_) => any_values_to_primitive::<Int32Type>(av)
.into_date()
.into_series(),
#[cfg(feature = "dtype-datetime")]
AnyValue::Datetime(_, tu, tz) => any_values_to_primitive::<Int64Type>(av)
.into_datetime(*tu, (*tz).clone())
.into_series(),
#[cfg(feature = "dtype-time")]
AnyValue::Time(_) => any_values_to_primitive::<Int64Type>(av)
.into_time()
.into_series(),
#[cfg(feature = "dtype-duration")]
AnyValue::Duration(_, tu) => any_values_to_primitive::<Int64Type>(av)
.into_duration(*tu)
.into_series(),
#[cfg(feature = "dtype-struct")]
AnyValue::StructOwned(payload) => {
let vals = &payload.0;
let fields = &payload.1;
let mut series_fields = Vec::with_capacity(vals.len());
for (i, field) in fields.iter().enumerate() {
let mut field_avs = Vec::with_capacity(av.len());
for av in av.iter() {
match av {
AnyValue::StructOwned(pl) => {
for (l, r) in fields.iter().zip(pl.1.iter()) {
if l.name() != r.name() {
return Err(PolarsError::ComputeError(
"struct orders must remain the same".into(),
));
}
}
let av_val = pl.0[i].clone();
field_avs.push(av_val)
}
_ => field_avs.push(AnyValue::Null),
}
}
series_fields.push(Series::new(field.name(), &field_avs))
}
return Ok(StructChunked::new(name, &series_fields)
.unwrap()
.into_series());
}
av => panic!("av {:?} not implemented", av),
};
s.rename(name);
Ok(s)
}
}
}
}