Use ChunkedArrayReader in random access benchmark

Cargo.toml

@@ -50,7 +50,6 @@ croaring = "1.0.1"
 csv = "1.3.0"
 datafusion-common = "39.0.0"
 datafusion-expr = "39.0.0"
-derive_builder = "0.20.0"
 divan = "0.1.14"
 duckdb = { version = "0.10.1", features = ["bundled"] }
 enum-iterator = "2.0.0"

bench-vortex/Cargo.toml

@@ -41,9 +41,12 @@ vortex-fastlanes = { path = "../encodings/fastlanes" }
 vortex-ipc = { path = "../vortex-ipc" }
 vortex-ree = { path = "../encodings/runend" }
 vortex-roaring = { path = "../encodings/roaring" }
+serde = { workspace = true }
+bytes = { workspace = true }
+flexbuffers = { workspace = true }
 
 [dev-dependencies]
-criterion = { workspace = true }
+criterion = { workspace = true, features = ["html_reports", "async_tokio"] }
 
 [[bench]]
 name = "compress_benchmark"

bench-vortex/benches/random_access.rs

@@ -1,6 +1,7 @@
 use bench_vortex::reader::{take_parquet, take_vortex};
 use bench_vortex::taxi_data::{taxi_data_parquet, taxi_data_vortex};
 use criterion::{black_box, criterion_group, criterion_main, Criterion};
+use tokio::runtime::Runtime;
 
 fn random_access(c: &mut Criterion) {
     let mut group = c.benchmark_group("random access");
@@ -10,7 +11,8 @@ fn random_access(c: &mut Criterion) {
 
     let taxi_vortex = taxi_data_vortex();
     group.bench_function("vortex", |b| {
-        b.iter(|| black_box(take_vortex(&taxi_vortex, &indices).unwrap()))
+        b.to_async(Runtime::new().unwrap())
+            .iter(|| async { black_box(take_vortex(&taxi_vortex, &indices).await.unwrap()) })
     });
 
     let taxi_parquet = taxi_data_parquet();

bench-vortex/src/bin/serde.rs

@@ -3,9 +3,12 @@ use bench_vortex::setup_logger;
 use bench_vortex::taxi_data::taxi_data_vortex;
 use log::LevelFilter;
 
-pub fn main() {
+#[tokio::main]
+pub async fn main() {
     setup_logger(LevelFilter::Error);
     let taxi_vortex = taxi_data_vortex();
-    let rows = take_vortex(&taxi_vortex, &[10, 11, 12, 13, 100_000, 3_000_000]).unwrap();
+    let rows = take_vortex(&taxi_vortex, &[10, 11, 12, 13, 100_000, 3_000_000])
+        .await
+        .unwrap();
     println!("TAKE TAXI DATA: {:?}", rows);
 }

bench-vortex/src/reader.rs

@@ -1,5 +1,6 @@
 use std::collections::HashMap;
 use std::fs::File;
+use std::io::SeekFrom;
 use std::path::{Path, PathBuf};
 use std::process::Command;
 use std::sync::Arc;
@@ -11,18 +12,23 @@ use arrow_array::{
 };
 use arrow_select::concat::concat_batches;
 use arrow_select::take::take_record_batch;
+use bytes::{Bytes, BytesMut};
 use itertools::Itertools;
 use log::info;
 use parquet::arrow::arrow_reader::ParquetRecordBatchReaderBuilder;
+use serde::{Deserialize, Serialize};
+use tokio::io::{AsyncReadExt, AsyncSeekExt};
 use tokio::runtime::Runtime;
 use vortex::array::chunked::ChunkedArray;
+use vortex::array::primitive::PrimitiveArray;
 use vortex::arrow::FromArrowType;
 use vortex::compress::Compressor;
-use vortex::compute::take::take;
 use vortex::stream::ArrayStreamExt;
 use vortex::{Array, IntoArray, ToArrayData, ViewContext};
+use vortex_buffer::Buffer;
 use vortex_dtype::DType;
-use vortex_error::VortexResult;
+use vortex_error::{vortex_err, VortexResult};
+use vortex_ipc::chunked_reader::ChunkedArrayReader;
 use vortex_ipc::io::{TokioAdapter, VortexWrite};
 use vortex_ipc::writer::ArrayWriter;
 use vortex_ipc::MessageReader;
@@ -31,6 +37,12 @@ use crate::CTX;
 
 pub const BATCH_SIZE: usize = 65_536;
 
+#[derive(Debug, Clone, Serialize, Deserialize)]
+pub struct VortexFooter {
+    pub byte_offsets: Vec<u64>,
+    pub row_offsets: Vec<u64>,
+}
+
 pub fn open_vortex(path: &Path) -> VortexResult<Array> {
     Runtime::new()
         .unwrap()
@@ -63,12 +75,25 @@ pub async fn rewrite_parquet_as_vortex<W: VortexWrite>(
 ) -> VortexResult<()> {
     let chunked = compress_parquet_to_vortex(parquet_path.as_path())?;
 
-    ArrayWriter::new(write, ViewContext::from(&CTX.clone()))
+    let written = ArrayWriter::new(write, ViewContext::from(&CTX.clone()))
         .write_context()
         .await?
-        .write_array(chunked.into_array())
+        .write_array_stream(chunked.array_stream())
         .await?;
 
+    let layout = written.array_layouts()[0].clone();
+    let mut w = written.into_inner();
+    let mut s = flexbuffers::FlexbufferSerializer::new();
+    VortexFooter {
+        byte_offsets: layout.chunks.byte_offsets,
+        row_offsets: layout.chunks.row_offsets,
+    }
+    .serialize(&mut s)?;
+    let footer_bytes = Buffer::Bytes(Bytes::from(s.take_buffer()));
+    let footer_len = footer_bytes.len() as u64;
+    w.write_all(footer_bytes).await?;
+    w.write_all(footer_len.to_le_bytes()).await?;
+
     Ok(())
 }
 
@@ -109,9 +134,37 @@ pub fn write_csv_as_parquet(csv_path: PathBuf, output_path: &Path) -> VortexResu
     Ok(())
 }
 
-pub fn take_vortex(path: &Path, indices: &[u64]) -> VortexResult<Array> {
-    let array = open_vortex(path)?;
-    let taken = take(&array, &indices.to_vec().into_array())?;
+pub async fn take_vortex(path: &Path, indices: &[u64]) -> VortexResult<Array> {
+    let mut file = tokio::fs::File::open(path).await?;
+
+    file.seek(SeekFrom::End(-8)).await?;
+    let footer_len = file.read_u64_le().await? as usize;
+
+    file.seek(SeekFrom::End(-(footer_len as i64 + 8))).await?;
+    let mut footer_bytes = BytesMut::with_capacity(footer_len);
+    unsafe { footer_bytes.set_len(footer_len) }
+    file.read_exact(footer_bytes.as_mut()).await?;
+
+    let footer: VortexFooter = VortexFooter::deserialize(
+        flexbuffers::Reader::get_root(footer_bytes.as_ref()).map_err(|e| vortex_err!("{}", e))?,
+    )?;
+
+    file.seek(SeekFrom::Start(0)).await?;
+    let mut reader = MessageReader::try_new(TokioAdapter(file.try_clone().await?)).await?;
+    let view_ctx = reader.read_view_context(&CTX).await?;
+    let dtype = reader.read_dtype().await?;
+
+    file.seek(SeekFrom::Start(0)).await?;
+    let mut reader = ChunkedArrayReader::try_new(
+        TokioAdapter(file),
+        view_ctx,
+        dtype,
+        PrimitiveArray::from(footer.byte_offsets).into_array(),
+        PrimitiveArray::from(footer.row_offsets).into_array(),
+    )?;
+
+    let indices_array = indices.to_vec().into_array();
+    let taken = reader.take_rows(&indices_array).await?;
     // For equivalence.... we flatten to make sure we're not cheating too much.
     Ok(taken.flatten()?.into_array())
 }

vortex-array/src/encoding.rs

@@ -73,6 +73,7 @@ pub trait ArrayEncodingExt {
         ArrayFlatten::flatten(typed)
     }
 
+    #[inline]
     fn with_dyn<R, F>(array: &Array, mut f: F) -> R
     where
         F: for<'b> FnMut(&'b (dyn ArrayTrait + 'b)) -> R,

vortex-array/src/implementation.rs

@@ -118,13 +118,15 @@ macro_rules! impl_encoding {
             impl TryFrom<Array> for [<$Name Array>] {
                 type Error = VortexError;
 
+                #[inline]
                 fn try_from(array: Array) -> Result<Self, Self::Error> {
                     TypedArray::<$Name>::try_from(array).map(Self::from)
                 }
             }
             impl TryFrom<&Array> for [<$Name Array>] {
                 type Error = VortexError;
 
+                #[inline]
                 fn try_from(array: &Array) -> Result<Self, Self::Error> {
                     TypedArray::<$Name>::try_from(array).map(Self::from)
                 }
@@ -134,14 +136,17 @@ macro_rules! impl_encoding {
             #[derive(Debug)]
             pub struct [<$Name Encoding>];
             impl ArrayEncoding for [<$Name Encoding>] {
+                #[inline]
                 fn as_any(&self) -> &dyn Any {
                     self
                 }
 
+                #[inline]
                 fn id(&self) -> EncodingId {
                     $Name::ID
                 }
 
+                #[inline]
                 fn flatten(&self, array: Array) -> VortexResult<Flattened> {
                     <Self as ArrayEncodingExt>::flatten(array)
                 }
@@ -155,6 +160,7 @@ macro_rules! impl_encoding {
                     <Self as ArrayEncodingExt>::with_dyn(array, f)
                 }
 
+                #[inline]
                 fn compression(&self) -> &dyn EncodingCompression {
                     self
                 }
@@ -165,10 +171,12 @@ macro_rules! impl_encoding {
 
             /// Implement ArrayMetadata
             impl ArrayMetadata for [<$Name Metadata>] {
+                #[inline]
                 fn as_any(&self) -> &dyn Any {
                     self
                 }
 
+                #[inline]
                 fn as_any_arc(self: Arc<Self>) -> Arc<dyn Any + Send + Sync> {
                     self
                 }

vortex-array/src/lib.rs

@@ -209,6 +209,7 @@ impl ArrayVisitor for NBytesVisitor {
 }
 
 impl Array {
+    #[inline]
     pub fn with_dyn<R, F>(&self, mut f: F) -> R
     where
         F: FnMut(&dyn ArrayTrait) -> R,

vortex-array/src/stream/take_rows.rs

@@ -25,7 +25,6 @@ pub struct TakeRows<'idx, R: ArrayStream> {
 }
 
 impl<'idx, R: ArrayStream> TakeRows<'idx, R> {
-    #[allow(dead_code)]
     pub fn try_new(reader: R, indices: &'idx Array) -> VortexResult<Self> {
         if !indices.is_empty() {
             if !indices.statistics().compute_is_sorted().unwrap_or(false) {

vortex-ipc/Cargo.toml

@@ -13,7 +13,6 @@ rust-version = { workspace = true }
 
 [dependencies]
 bytes = { workspace = true }
-derive_builder = { workspace = true }
 flatbuffers = { workspace = true }
 futures-util = { workspace = true }
 itertools = { workspace = true }