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use crate::datatypes::TimeUnit;
use crate::{datatypes::DataType, types::NativeType};
use parquet2::schema::types::{
LogicalType, ParquetType, TimeUnit as ParquetTimeUnit, TimestampType,
};
use parquet2::statistics::PrimitiveStatistics as ParquetPrimitiveStatistics;
use parquet2::types::NativeType as ParquetNativeType;
use std::any::Any;
use super::Statistics;
use crate::error::Result;
#[derive(Debug, Clone, PartialEq)]
pub struct PrimitiveStatistics<T: NativeType> {
pub data_type: DataType,
pub null_count: Option<i64>,
pub distinct_count: Option<i64>,
pub min_value: Option<T>,
pub max_value: Option<T>,
}
impl<T: NativeType> Statistics for PrimitiveStatistics<T> {
fn data_type(&self) -> &DataType {
&self.data_type
}
fn as_any(&self) -> &dyn Any {
self
}
fn null_count(&self) -> Option<i64> {
self.null_count
}
}
impl<T, R> From<(&ParquetPrimitiveStatistics<R>, DataType)> for PrimitiveStatistics<T>
where
T: NativeType,
R: ParquetNativeType,
R: num_traits::AsPrimitive<T>,
{
fn from((stats, data_type): (&ParquetPrimitiveStatistics<R>, DataType)) -> Self {
Self {
data_type,
null_count: stats.null_count,
distinct_count: stats.distinct_count,
min_value: stats.min_value.map(|x| x.as_()),
max_value: stats.max_value.map(|x| x.as_()),
}
}
}
pub(super) fn statistics_from_i32(
stats: &ParquetPrimitiveStatistics<i32>,
data_type: DataType,
) -> Result<Box<dyn Statistics>> {
use DataType::*;
Ok(match data_type {
UInt8 => {
Box::new(PrimitiveStatistics::<u8>::from((stats, data_type))) as Box<dyn Statistics>
}
UInt16 => Box::new(PrimitiveStatistics::<u16>::from((stats, data_type))),
UInt32 => Box::new(PrimitiveStatistics::<u32>::from((stats, data_type))),
Int8 => Box::new(PrimitiveStatistics::<i8>::from((stats, data_type))),
Int16 => Box::new(PrimitiveStatistics::<i16>::from((stats, data_type))),
Decimal(_, _) => Box::new(PrimitiveStatistics::<i128>::from((stats, data_type))),
_ => Box::new(PrimitiveStatistics::<i32>::from((stats, data_type))),
})
}
fn timestamp(type_: &ParquetType, time_unit: TimeUnit, x: i64) -> i64 {
let logical_type = if let ParquetType::PrimitiveType { logical_type, .. } = type_ {
logical_type
} else {
unreachable!()
};
let unit = if let Some(LogicalType::TIMESTAMP(TimestampType { unit, .. })) = logical_type {
unit
} else {
return x;
};
match (unit, time_unit) {
(ParquetTimeUnit::MILLIS(_), TimeUnit::Second) => x / 1_000,
(ParquetTimeUnit::MICROS(_), TimeUnit::Second) => x / 1_000_000,
(ParquetTimeUnit::NANOS(_), TimeUnit::Second) => x * 1_000_000_000,
(ParquetTimeUnit::MILLIS(_), TimeUnit::Millisecond) => x,
(ParquetTimeUnit::MICROS(_), TimeUnit::Millisecond) => x / 1_000,
(ParquetTimeUnit::NANOS(_), TimeUnit::Millisecond) => x / 1_000_000,
(ParquetTimeUnit::MILLIS(_), TimeUnit::Microsecond) => x * 1_000,
(ParquetTimeUnit::MICROS(_), TimeUnit::Microsecond) => x,
(ParquetTimeUnit::NANOS(_), TimeUnit::Microsecond) => x / 1_000,
(ParquetTimeUnit::MILLIS(_), TimeUnit::Nanosecond) => x * 1_000_000,
(ParquetTimeUnit::MICROS(_), TimeUnit::Nanosecond) => x * 1_000,
(ParquetTimeUnit::NANOS(_), TimeUnit::Nanosecond) => x,
}
}
pub(super) fn statistics_from_i64(
stats: &ParquetPrimitiveStatistics<i64>,
data_type: DataType,
) -> Result<Box<dyn Statistics>> {
use DataType::*;
Ok(match data_type {
UInt64 => {
Box::new(PrimitiveStatistics::<u64>::from((stats, data_type))) as Box<dyn Statistics>
}
Timestamp(time_unit, None) => Box::new(PrimitiveStatistics::<i64> {
data_type,
null_count: stats.null_count,
distinct_count: stats.distinct_count,
min_value: stats
.min_value
.map(|x| timestamp(stats.descriptor.type_(), time_unit, x)),
max_value: stats
.max_value
.map(|x| timestamp(stats.descriptor.type_(), time_unit, x)),
}),
Decimal(_, _) => Box::new(PrimitiveStatistics::<i128>::from((stats, data_type))),
_ => Box::new(PrimitiveStatistics::<i64>::from((stats, data_type))),
})
}