bask 0.1.1

Build Tasks
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61

/*
 * SPDX-FileCopyrightText: 2026 Wavelens GmbH <info@wavelens.io>
 *
 * SPDX-License-Identifier: MIT OR Apache-2.0
 */

//! Chunked, streaming I/O for columnar file formats. A file is read as a sequence
//! of Arrow [`Chunk`]s (RecordBatches), so data larger than RAM flows through a
//! chunk at a time. Add a format by implementing [`Format`] in its own file.

use std::path::Path;

use ::arrow::datatypes::SchemaRef;
use ::arrow::record_batch::RecordBatch;

pub mod arrow;
pub mod parquet;
mod rebatch;

pub use self::arrow::ArrowFormat;
pub use self::parquet::ParquetFormat;

/// One chunk of a stream: a columnar Arrow RecordBatch of a bounded number of rows.
pub type Chunk = RecordBatch;

/// Reads a file lazily as chunks; only one chunk need be resident at a time.
pub trait ChunkReader: Send {
    fn schema(&self) -> SchemaRef;
    fn next_chunk(&mut self) -> anyhow::Result<Option<Chunk>>;
}

/// Appends chunks to an output file.
pub trait ChunkWriter: Send {
    fn write(&mut self, chunk: &Chunk) -> anyhow::Result<()>;
    fn finish(self: Box<Self>) -> anyhow::Result<()>;
}

/// A columnar file format. Implement this to support a new format.
pub trait Format: Send + Sync + 'static {
    /// File extensions this format handles, e.g. `["arrow", "ipc"]` or `["parquet"]`.
    fn extensions(&self) -> &'static [&'static str];
    /// Open a reader that yields chunks of about `chunk_rows` rows each.
    fn open_reader(&self, path: &Path, chunk_rows: usize) -> anyhow::Result<Box<dyn ChunkReader>>;
    /// Open a writer for `path` with the given `schema`.
    fn open_writer(&self, path: &Path, schema: SchemaRef) -> anyhow::Result<Box<dyn ChunkWriter>>;
}

/// Pick a built-in format by the path's file extension.
pub fn for_path(path: &Path) -> anyhow::Result<Box<dyn Format>> {
    let ext = path
        .extension()
        .and_then(|e| e.to_str())
        .unwrap_or_default();
    let formats: [Box<dyn Format>; 2] = [Box::new(ArrowFormat), Box::new(ParquetFormat)];
    for format in formats {
        if format.extensions().contains(&ext) {
            return Ok(format);
        }
    }
    anyhow::bail!("no format registered for extension {ext:?}")
}