polars-ops 0.54.4

More operations on Polars data structures
Documentation 
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use polars_core::prelude::DataType;
use polars_core::series::Series;
use polars_error::PolarsResult;

pub trait ShrinkType {
    fn shrink_type(&self) -> PolarsResult<Series>;
}

impl ShrinkType for Series {
    fn shrink_type(&self) -> PolarsResult<Series> {
        if !self.dtype().is_primitive_numeric() {
            return Ok(self.clone());
        }

        if self.dtype().is_float() {
            return self.cast(&DataType::Float32);
        }

        if self.dtype().is_unsigned_integer() {
            let max = self.max_reduce()?.value().extract::<u128>().unwrap_or(0);

            if cfg!(feature = "dtype-u8") && max <= u8::MAX as u128 {
                self.cast(&DataType::UInt8)
            } else if cfg!(feature = "dtype-u16") && max <= u16::MAX as u128 {
                self.cast(&DataType::UInt16)
            } else if max <= u32::MAX as u128 {
                self.cast(&DataType::UInt32)
            } else if max <= u64::MAX as u128 {
                self.cast(&DataType::UInt64)
            } else {
                Ok(self.clone())
            }
        } else {
            let min = self.min_reduce()?.value().extract::<i128>().unwrap_or(0);
            let max = self.max_reduce()?.value().extract::<i128>().unwrap_or(0);

            if cfg!(feature = "dtype-i8") && min >= i8::MIN as i128 && max <= i8::MAX as i128 {
                self.cast(&DataType::Int8)
            } else if cfg!(feature = "dtype-i16")
                && min >= i16::MIN as i128
                && max <= i16::MAX as i128
            {
                self.cast(&DataType::Int16)
            } else if min >= i32::MIN as i128 && max <= i32::MAX as i128 {
                self.cast(&DataType::Int32)
            } else if min >= i64::MIN as i128 && max <= i64::MAX as i128 {
                self.cast(&DataType::Int64)
            } else {
                Ok(self.clone())
            }
        }
    }
}