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byte_stream_split_decoder.rs
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byte_stream_split_decoder.rs
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// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied. See the License for the
// specific language governing permissions and limitations
// under the License.
use std::marker::PhantomData;
use bytes::Bytes;
use crate::basic::{Encoding, Type};
use crate::data_type::private::ParquetValueType;
use crate::data_type::{DataType, FixedLenByteArray, SliceAsBytes};
use crate::errors::Result;
use super::Decoder;
pub struct ByteStreamSplitDecoder<T: DataType> {
_phantom: PhantomData<T>,
encoded_bytes: Bytes,
total_num_values: usize,
values_decoded: usize,
type_width: usize,
}
impl<T: DataType> ByteStreamSplitDecoder<T> {
pub(crate) fn new() -> Self {
Self {
_phantom: PhantomData,
encoded_bytes: Bytes::new(),
total_num_values: 0,
values_decoded: 0,
type_width: 0,
}
}
}
// Here we assume src contains the full data (which it must, since we're
// can only know where to split the streams once all data is collected),
// but dst can be just a slice starting from the given index.
// We iterate over the output bytes and fill them in from their strided
// input byte locations.
fn join_streams_const<const TYPE_SIZE: usize>(
src: &[u8],
dst: &mut [u8],
stride: usize,
values_decoded: usize,
) {
let sub_src = &src[values_decoded..];
for i in 0..dst.len() / TYPE_SIZE {
for j in 0..TYPE_SIZE {
dst[i * TYPE_SIZE + j] = sub_src[i + j * stride];
}
}
}
fn join_streams(
src: &[u8],
dst: &mut [u8],
stride: usize,
type_size: usize,
values_decoded: usize,
) {
let sub_src = &src[values_decoded..];
for i in 0..dst.len() / type_size {
for j in 0..type_size {
dst[i * type_size + j] = sub_src[i + j * stride];
}
}
}
impl<T: DataType> Decoder<T> for ByteStreamSplitDecoder<T> {
fn set_data(&mut self, data: Bytes, num_values: usize) -> Result<()> {
self.encoded_bytes = data;
self.total_num_values = num_values;
self.values_decoded = 0;
Ok(())
}
fn get(&mut self, buffer: &mut [<T as DataType>::T]) -> Result<usize> {
let total_remaining_values = self.values_left();
let num_values = buffer.len().min(total_remaining_values);
let buffer = &mut buffer[..num_values];
let type_size = match T::get_physical_type() {
Type::FIXED_LEN_BYTE_ARRAY => self.type_width,
_ => T::get_type_size(),
};
// If this is FIXED_LEN_BYTE_ARRAY data, we can't use slice_as_bytes_mut. Instead we'll
// have to do some data copies.
let mut tmp_vec = match T::get_physical_type() {
Type::FIXED_LEN_BYTE_ARRAY => vec![0_u8; num_values * type_size],
_ => Vec::new(),
};
// SAFETY: f32 and f64 has no constraints on their internal representation, so we can modify it as we want
let raw_out_bytes = match T::get_physical_type() {
Type::FIXED_LEN_BYTE_ARRAY => tmp_vec.as_mut_slice(),
_ => unsafe { <T as DataType>::T::slice_as_bytes_mut(buffer) },
};
let stride = self.encoded_bytes.len() / type_size;
match type_size {
2 => join_streams_const::<2>(
&self.encoded_bytes,
raw_out_bytes,
stride,
self.values_decoded,
),
4 => join_streams_const::<4>(
&self.encoded_bytes,
raw_out_bytes,
stride,
self.values_decoded,
),
8 => join_streams_const::<8>(
&self.encoded_bytes,
raw_out_bytes,
stride,
self.values_decoded,
),
16 => join_streams_const::<16>(
&self.encoded_bytes,
raw_out_bytes,
stride,
self.values_decoded,
),
_ => join_streams(
&self.encoded_bytes,
raw_out_bytes,
stride,
type_size,
self.values_decoded,
),
}
self.values_decoded += num_values;
// FIXME(ets): there's got to be a better way to do this
if T::get_physical_type() == Type::FIXED_LEN_BYTE_ARRAY {
for i in 0..num_values {
if let Some(bi) = buffer[i].as_mut_any().downcast_mut::<FixedLenByteArray>() {
bi.set_data(Bytes::copy_from_slice(&tmp_vec[i * type_size..(i+1) * type_size]));
}
}
}
Ok(num_values)
}
fn values_left(&self) -> usize {
self.total_num_values - self.values_decoded
}
fn encoding(&self) -> Encoding {
Encoding::BYTE_STREAM_SPLIT
}
fn skip(&mut self, num_values: usize) -> Result<usize> {
let to_skip = usize::min(self.values_left(), num_values);
self.values_decoded += to_skip;
Ok(to_skip)
}
fn set_type_width(&mut self, type_width: usize) {
self.type_width = type_width
}
}