DiskAnnPy
Python bindings for DiskANN, providing efficient vector quantization and approximate nearest neighbor search.
Installation
Prerequisites
Building from Source
Navigate to diskann/DiskAnnPy:
Linux
# Create and activate virtual environment
python -m venv venv
source venv/bin/activate
# Install build dependencies
pip install maturin numpy
# Option 1: Build wheel (creates .whl in DiskANN/target/wheels)
maturin build -r
# Option 2: Build and install directly into active environment
maturin develop -r
Windows
# Create and activate virtual environment
python -m venv venv
venv\Scripts\activate
# Install build dependencies
pip install maturin numpy
# Option 1: Build wheel (creates .whl in DiskANN\target\wheels)
maturin build -r
# Option 2: Build and install directly into active environment
maturin develop -r
Running Tests
Once installed, run the Python tests from the DiskAnnPy directory:
python -m unittest discover tests
Quantizers
See src/quantization/README.md for documentation on the vector quantization APIs.
1 maintainer
Metadata
1 maintainer
Release files for diskannpy-rust 0.49.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| diskannpy_rust-0.49.1.tar.gz | 3.0 MB | With provenance | Details |
Built distributions (wheels)
Total release size: 64.9 MB
Release files / diskannpy_rust-0.49.1.tar.gz
| Download URL | diskannpy_rust-0.49.1.tar.gz |
|---|---|
| Size | 3.0 MB |
| Tags | Source |
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|---|---|
| Size | 4.0 MB |
| Tags | CPython 3.13 Windows x86-64 |
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| Size | 8.4 MB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-64 |
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| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
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| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
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| Size | 8.4 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 |
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