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use std::any::Any;
use std::convert::{TryFrom, TryInto};
use super::primitive::PrimitiveStatistics;
use crate::datatypes::DataType;
use crate::error::{ArrowError, Result};
use parquet2::{
schema::types::PhysicalType,
statistics::{
FixedLenStatistics as ParquetFixedLenStatistics, Statistics as ParquetStatistics,
},
};
use super::Statistics;
#[derive(Debug, Clone, PartialEq)]
pub struct FixedLenStatistics {
pub null_count: Option<i64>,
pub distinct_count: Option<i64>,
pub min_value: Option<Vec<u8>>,
pub max_value: Option<Vec<u8>>,
pub data_type: DataType,
}
impl Statistics for FixedLenStatistics {
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 From<&ParquetFixedLenStatistics> for FixedLenStatistics {
fn from(stats: &ParquetFixedLenStatistics) -> Self {
let byte_lens = match stats.physical_type() {
PhysicalType::FixedLenByteArray(size) => *size,
_ => unreachable!(),
};
Self {
null_count: stats.null_count,
distinct_count: stats.distinct_count,
min_value: stats.min_value.clone(),
max_value: stats.max_value.clone(),
data_type: DataType::FixedSizeBinary(byte_lens as usize),
}
}
}
impl TryFrom<(&ParquetFixedLenStatistics, DataType)> for PrimitiveStatistics<i128> {
type Error = ArrowError;
fn try_from((stats, data_type): (&ParquetFixedLenStatistics, DataType)) -> Result<Self> {
let byte_lens = match stats.physical_type() {
PhysicalType::FixedLenByteArray(size) => *size,
_ => unreachable!(),
};
if byte_lens > 16 {
Err(ArrowError::ExternalFormat(format!(
"Can't deserialize i128 from Fixed Len Byte array with length {:?}",
byte_lens
)))
} else {
let paddings = (0..(16 - byte_lens)).map(|_| 0u8).collect::<Vec<_>>();
let max_value = stats.max_value.as_ref().and_then(|value| {
[paddings.as_slice(), value]
.concat()
.try_into()
.map(i128::from_be_bytes)
.ok()
});
let min_value = stats.min_value.as_ref().and_then(|value| {
[paddings.as_slice(), value]
.concat()
.try_into()
.map(i128::from_be_bytes)
.ok()
});
Ok(Self {
data_type,
null_count: stats.null_count,
distinct_count: stats.distinct_count,
max_value,
min_value,
})
}
}
}
pub(super) fn statistics_from_fix_len(
stats: &ParquetFixedLenStatistics,
data_type: DataType,
) -> Result<Box<dyn Statistics>> {
use DataType::*;
Ok(match data_type {
Decimal(_, _) => Box::new(PrimitiveStatistics::<i128>::try_from((stats, data_type))?),
FixedSizeBinary(_) => Box::new(FixedLenStatistics::from(stats)),
other => {
return Err(ArrowError::NotYetImplemented(format!(
"Can't read {:?} from parquet",
other
)))
}
})
}