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use std::cmp::min;
use std::ops::Range;
use arrow_array::{
types::{BinaryType, LargeBinaryType, LargeUtf8Type, Utf8Type},
ArrayRef,
};
use arrow_schema::DataType;
use async_trait::async_trait;
use byteorder::{ByteOrder, LittleEndian};
use bytes::Bytes;
use object_store::path::Path;
use prost::Message;
use super::ReadBatchParams;
use crate::arrow::*;
use crate::encodings::{binary::BinaryDecoder, plain::PlainDecoder, AsyncIndex, Decoder};
use crate::error::{Error, Result};
use crate::format::ProtoStruct;
use crate::io::ObjectStore;
#[async_trait]
pub trait ObjectReader: Send + Sync {
fn prefetch_size(&self) -> usize;
async fn size(&self) -> Result<usize>;
async fn get_range(&self, range: Range<usize>) -> Result<Bytes>;
}
#[derive(Debug)]
pub struct CloudObjectReader {
pub object_store: ObjectStore,
pub path: Path,
prefetch_size: usize,
}
impl<'a> CloudObjectReader {
pub fn new(object_store: &'a ObjectStore, path: Path, prefetch_size: usize) -> Result<Self> {
Ok(Self {
object_store: object_store.clone(),
path,
prefetch_size,
})
}
}
#[async_trait]
impl ObjectReader for CloudObjectReader {
fn prefetch_size(&self) -> usize {
self.prefetch_size
}
async fn size(&self) -> Result<usize> {
Ok(self.object_store.inner.head(&self.path).await?.size)
}
async fn get_range(&self, range: Range<usize>) -> Result<Bytes> {
Ok(self.object_store.inner.get_range(&self.path, range).await?)
}
}
pub(crate) async fn read_message<M: Message + Default>(
reader: &dyn ObjectReader,
pos: usize,
) -> Result<M> {
let file_size = reader.size().await?;
if pos > file_size {
return Err(Error::IO("file size is too small".to_string()));
}
let range = pos..min(pos + 4096, file_size);
let buf = reader.get_range(range.clone()).await?;
let msg_len = LittleEndian::read_u32(&buf) as usize;
if msg_len + 4 > buf.len() {
let remaining_range = range.end..min(4 + pos + msg_len, file_size);
let remaining_bytes = reader.get_range(remaining_range).await?;
let buf = [buf, remaining_bytes].concat();
assert!(buf.len() >= msg_len + 4);
Ok(M::decode(&buf[4..4 + msg_len])?)
} else {
Ok(M::decode(&buf[4..4 + msg_len])?)
}
}
pub(crate) async fn read_struct<
'm,
M: Message + Default + 'static,
T: ProtoStruct<Proto = M> + From<M>,
>(
reader: &dyn ObjectReader,
pos: usize,
) -> Result<T> {
let msg = read_message::<M>(reader, pos).await?;
let obj = T::from(msg);
Ok(obj)
}
pub(crate) async fn read_fixed_stride_array(
reader: &dyn ObjectReader,
data_type: &DataType,
position: usize,
length: usize,
params: impl Into<ReadBatchParams>,
) -> Result<ArrayRef> {
if !data_type.is_fixed_stride() {
return Err(Error::Schema(format!(
"{data_type} is not a fixed stride type"
)));
}
let decoder = PlainDecoder::new(reader, data_type, position, length)?;
decoder.get(params.into()).await
}
pub(crate) async fn read_binary_array(
reader: &dyn ObjectReader,
data_type: &DataType,
nullable: bool,
position: usize,
length: usize,
params: impl Into<ReadBatchParams>,
) -> Result<ArrayRef> {
use arrow_schema::DataType::*;
let decoder: Box<dyn Decoder<Output = Result<ArrayRef>> + Send> = match data_type {
Utf8 => Box::new(BinaryDecoder::<Utf8Type>::new(
reader, position, length, nullable,
)),
Binary => Box::new(BinaryDecoder::<BinaryType>::new(
reader, position, length, nullable,
)),
LargeUtf8 => Box::new(BinaryDecoder::<LargeUtf8Type>::new(
reader, position, length, nullable,
)),
LargeBinary => Box::new(BinaryDecoder::<LargeBinaryType>::new(
reader, position, length, nullable,
)),
_ => return Err(Error::IO(format!("Unsupported binary type: {data_type}",))),
};
let fut = decoder.as_ref().get(params.into());
fut.await
}
#[cfg(test)]
mod tests {}