hydra_native
Native (Rust) accelerators for Hydra ETL. Optional: Hydra runs without this package and uses its Python implementations.
Contents
| Component | What it does |
|---|---|
CsvBatchReader |
Reads a CSV file into pyarrow.RecordBatches of string columns. Tokenization matches Python's csv module exactly (see src/tokenizer.rs). |
CsvFallback |
Raised when a file must be read by Python instead (BOM, invalid UTF-8, NUL byte, non-ASCII dialect, quoted field left open at EOF, field over csv.field_size_limit()). args[1] holds the number of rows already returned. |
A batch is returned as a list of rows (list[list[str]]) instead of a record batch when it contains a row whose field count differs from the header, or when the header has duplicate names. The caller handles those rows the way csv.DictReader does.
Build
The build works offline, with the vendored sources from scripts/prepare_rust_vendor.sh:
cd rust/hydra_native
mkdir -p .cargo
cat > .cargo/config.toml <<EOF
[source.crates-io]
replace-with = "vendored-sources"
[source.vendored-sources]
directory = "/path/to/crates/vendor"
EOF
cargo test --offline # Rust unit tests
maturin build --release --offline # wheel in target/wheels/
pip install target/wheels/hydra_native-*.whl
python -m pytest tests -q # parity with Python's csv module
Requires Rust 1.95 and CPython 3.9 or newer. Wheels are built for one Python version at a time (no abi3, because pyo3-arrow needs the full C API).
1 maintainer
Release files for hydra-native 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| hydra_native-0.1.0.tar.gz | 20.3 kB | Details |
Built distributions (wheels)
Total release size:58.5 MB
Release files / hydra_native-0.1.0.tar.gz
| Download URL | hydra_native-0.1.0.tar.gz |
|---|---|
| Size | 20.3 kB |
| Tags | Source |
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Transparency logRelease files / hydra_native-0.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | hydra_native-0.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 3.1 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
1e2491e9e2cc73fd22cdcc63c0ad49ff601deb1c28898aeb1e90ffdaa888435e
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BLAKE2b-256 checksum How to use checksums |
00aec36f0ada5c80f0e9a204aa5c2d20df3f27aa39f5764726dae251f1aa99ad
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
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