diskann-disk 0.51.0

DiskANN is a fast approximate nearest neighbor search library for high dimensional data
Documentation
/*
 * Copyright (c) Microsoft Corporation.
 * Licensed under the MIT license.
 */
use std::io::{Seek, SeekFrom, Write};

use diskann_providers::storage::StorageWriteProvider;
use tracing::info;

/// Sequential cached writes with a generic storage provider with write access.
pub struct CachedWriter<Storage>
where
    Storage: StorageWriteProvider,
{
    /// File writer
    writer: Storage::Writer,

    /// # bytes to cache for one shot write
    cache_size: u64,

    /// Underlying buf for cache
    cache_buf: Vec<u8>,

    /// Offset into cache_buf for cur_pos
    cur_off: u64,

    /// File size
    fsize: u64,
}

impl<Storage> CachedWriter<Storage>
where
    Storage: StorageWriteProvider,
{
    pub fn new(filename: &str, cache_size: u64, writer: Storage::Writer) -> std::io::Result<Self> {
        if cache_size == 0 {
            return Err(std::io::Error::other("Cache size must be greater than 0"));
        }

        info!("Opened: {}, cache_size: {}", filename, cache_size);
        Ok(Self {
            writer,
            cache_size,
            cache_buf: vec![0; cache_size as usize],
            cur_off: 0,
            fsize: 0,
        })
    }

    pub fn flush(&mut self) -> std::io::Result<()> {
        // dump any remaining data in memory
        if self.cur_off > 0 {
            self.flush_cache()?;
        }

        self.writer.flush()?;
        info!("Finished writing {}B", self.fsize);
        Ok(())
    }

    pub fn get_file_size(&self) -> u64 {
        self.fsize
    }

    /// Writes n_bytes from write_buf to the underlying cache
    pub fn write(&mut self, write_buf: &[u8]) -> std::io::Result<()> {
        let n_bytes = write_buf.len() as u64;
        if n_bytes <= (self.cache_size - self.cur_off) {
            // case 1: cache can take all data
            self.cache_buf[(self.cur_off as usize)..((self.cur_off + n_bytes) as usize)]
                .copy_from_slice(&write_buf[..n_bytes as usize]);
            self.cur_off += n_bytes;
        } else {
            // case 2: cache cant take all data
            // go to disk and write existing cache data
            self.writer
                .write_all(&self.cache_buf[..self.cur_off as usize])?;
            self.fsize += self.cur_off;
            // write the new data to disk
            self.writer.write_all(write_buf)?;
            self.fsize += n_bytes;
            // clear cache data and reset cur_off
            self.cache_buf.fill(0);
            self.cur_off = 0;
        }
        Ok(())
    }

    pub fn reset(&mut self) -> std::io::Result<()> {
        self.flush_cache()?;
        self.writer.seek(SeekFrom::Start(0))?;
        Ok(())
    }

    fn flush_cache(&mut self) -> std::io::Result<()> {
        self.writer
            .write_all(&self.cache_buf[..self.cur_off as usize])?;
        self.fsize += self.cur_off;
        self.cache_buf.fill(0);
        self.cur_off = 0;
        Ok(())
    }
}

impl<Storage> Drop for CachedWriter<Storage>
where
    Storage: StorageWriteProvider,
{
    fn drop(&mut self) {
        // Do not panic if errors are encountered in the destructor.
        let _: std::io::Result<()> = self.flush();
    }
}

#[cfg(test)]
mod cached_writer_test {
    use diskann_providers::storage::VirtualStorageProvider;
    use vfs::OverlayFS;

    use super::*;

    #[test]
    fn cached_writer_works() {
        let file_name = "/cached_writer_works_test.bin";
        let storage_provider = VirtualStorageProvider::new_overlay(".");

        //npoints=2, dim=8, 2 vectors [1.0;8] [2.0;8]
        let data: [u8; 72] = [
            2, 0, 1, 2, 8, 0, 1, 3, 0x00, 0x01, 0x80, 0x3f, 0x00, 0x00, 0x00, 0x40, 0x00, 0x00,
            0x40, 0x40, 0x00, 0x00, 0x80, 0x40, 0x00, 0x00, 0xa0, 0x40, 0x00, 0x00, 0xc0, 0x40,
            0x00, 0x00, 0xe0, 0x40, 0x00, 0x00, 0x00, 0x41, 0x00, 0x00, 0x10, 0x41, 0x00, 0x00,
            0x20, 0x41, 0x00, 0x00, 0x30, 0x41, 0x00, 0x00, 0x40, 0x41, 0x00, 0x00, 0x50, 0x41,
            0x00, 0x00, 0x60, 0x41, 0x00, 0x00, 0x70, 0x41, 0x00, 0x11, 0x80, 0x41,
        ];

        let inner_writer = storage_provider.create_for_write(file_name).unwrap();
        let mut cached_writer =
            CachedWriter::<VirtualStorageProvider<OverlayFS>>::new(file_name, 8, inner_writer)
                .unwrap();
        assert_eq!(cached_writer.get_file_size(), 0);
        assert_eq!(cached_writer.cache_size, 8);
        assert_eq!(cached_writer.get_file_size(), 0);

        let cache_all_buf = &data[0..4];
        cached_writer.write(cache_all_buf).unwrap();
        assert_eq!(&cached_writer.cache_buf[..4], cache_all_buf);
        assert_eq!(&cached_writer.cache_buf[4..], vec![0; 4]);
        assert_eq!(cached_writer.cur_off, 4);
        assert_eq!(cached_writer.get_file_size(), 0);

        let write_all_buf = &data[4..10];
        cached_writer.write(write_all_buf).unwrap();
        assert_eq!(cached_writer.cache_buf, vec![0; 8]);
        assert_eq!(cached_writer.cur_off, 0);
        assert_eq!(cached_writer.get_file_size(), 10);

        storage_provider
            .delete(file_name)
            .expect("Failed to delete file");
    }
}