ply2splat 0.4.4

A high-performance library for converting Gaussian Splatting PLY files to SPLAT format

ply2splat

A Rust crate and CLI tool for converting Gaussian Splatting .ply files to the .splat format.

Available on crates.io for Rust, PyPI for Python, and npm for JavaScript/TypeScript.

Workspace Architecture

This repository is organized as a Cargo workspace:

.                      # Core library (ply2splat) and CLI
├── bindings/
│   ├── ply2splat-wasm/    # WASM bindings for browser/Node.js
│   ├── ply2splat-napi/    # Native Node.js bindings via NAPI-RS
│   └── ply2splat-python/  # Python bindings via PyO3
└── packages/
    └── ply2splat/         # Unified npm package (WASM + optional native)

Features

• High Performance: Utilizes parallel processing (via rayon) for conversion and sorting.
• Fast I/O: Uses zero-copy serialization and large buffers for maximum throughput.
• Correctness: Implements the standard conversion logic including Spherical Harmonics (SH) to color conversion and geometric transformations.
• Python Bindings: Use the library directly from Python via PyO3.
• WebAssembly Support: Run in browsers and Node.js via the npm package.
• Native Node.js Bindings: For maximum performance via NAPI-RS.

Installation

Rust Crate

Add ply2splat to your Cargo.toml:

[dependencies]
ply2splat = "0.2"

CLI

Install the CLI tool directly from crates.io:

cargo install ply2splat

Or build from source:

git clone https://github.com/bastikohn/ply2splat.git
cd ply2splat
cargo build --release

The binary will be available at target/release/ply2splat.

Python Package

Install from PyPI:

pip install ply2splat

Or install from source using maturin:

pip install maturin
git clone https://github.com/bastikohn/ply2splat.git
cd ply2splat
maturin develop --release

Or build a wheel:

maturin build --release
pip install target/wheels/ply2splat-*.whl

npm Package (Combined WASM + Native)

The ply2splat npm package provides a unified interface that seamlessly combines WebAssembly (WASM) for browser support and high-performance native bindings for Node.js.

Install from npm:

npm install ply2splat

When installed in a Node.js environment, it will attempt to download and use the native bindings (ply2splat-native) for maximum performance and multi-threading. If the native bindings are unavailable or the platform is unsupported, it gracefully falls back to the WASM implementation.

Usage

CLI

Standard Installation (Rust)

ply2splat --input input.ply --output output.splat

Native CLI via Node.js

You can also run the high-performance Rust CLI directly via Node.js without installing Rust or compiling the binary manually. This uses the pre-compiled native bindings.

# Run once without installing
npx ply2splat-native --input input.ply --output output.splat

# Or install globally
npm install -g ply2splat-native
ply2splat --input input.ply

Python

import ply2splat

# Convert a PLY file to SPLAT format
count = ply2splat.convert("input.ply", "output.splat")
print(f"Converted {count} splats")

# Convert without sorting (faster, but may affect rendering quality)
count = ply2splat.convert("input.ply", "output.splat", sort=False)

# Load PLY file and access individual splats
data = ply2splat.load_ply_file("input.ply")
print(f"Loaded {len(data)} splats")

for splat in data:
    print(f"Position: {splat.position}")
    print(f"Scale: {splat.scale}")
    print(f"Color (RGBA): {splat.color}")
    print(f"Rotation: {splat.rotation}")

# Access splats by index
first_splat = data[0]
last_splat = data[-1]

# Load existing SPLAT file
data = ply2splat.load_splat_file("output.splat")
print(f"Loaded {len(data)} splats from SPLAT file")

# Get raw bytes for custom processing
raw_bytes = data.to_bytes()

# Load and convert to bytes (for in-memory processing)
data, count = ply2splat.load_and_convert("input.ply")
print(f"Loaded {count} splats, {len(data)} bytes")

JavaScript/TypeScript (Browser/Node.js)

The npm package provides full TypeScript support with helper functions for working with various input types. It automatically selects the best backend (Native or WASM) for your environment.

Browser Usage

import { init, convertFromFile, convertFromUrl, downloadSplat } from 'ply2splat';

// Initialize the WASM module
await init();

// Convert from a File input
const fileInput = document.querySelector('input[type="file"]') as HTMLInputElement;
fileInput.addEventListener('change', async (e) => {
  const file = fileInput.files![0];
  const result = await convertFromFile(file);
  console.log(`Converted ${result.count} splats`);
  
  // Get typed Splat objects
  const splats = result.toSplats();
  console.log(splats[0].position);  // [x, y, z]
  
  // Download the result
  downloadSplat(result.data, 'output.splat');
});

// Convert from a URL
const result = await convertFromUrl('https://example.com/model.ply');

Node.js Usage

import { init, convertFromBuffer, getBackend } from 'ply2splat';
import { readFileSync } from 'fs';

// Initialize (loads native bindings if available, otherwise WASM)
await init();

console.log(`Using backend: ${getBackend()}`); // 'native' or 'wasm'

// Convert from a Node.js Buffer
const plyBuffer = readFileSync('model.ply');
const result = convertFromBuffer(plyBuffer);
console.log(`Converted ${result.count} splats`);

// Get typed splat data
const splats = result.toSplats();

The package includes full TypeScript definitions. See the API documentation for detailed type information and all available helper functions.

Development

Requirements

• Rust (latest stable)
• Nix (optional, for reproducible environment)
• wasm-pack (for WASM builds)

Running Tests

# Test the entire workspace
cargo test --workspace

# Test a specific crate
cargo test -p ply2splat

Building WASM

# Install wasm-pack
cargo install wasm-pack

# Build for web (browsers)
wasm-pack build bindings/ply2splat-wasm --target web --out-dir ../../packages/ply2splat/wasm

# Build for bundlers (webpack, etc.)
wasm-pack build bindings/ply2splat-wasm --target bundler --out-dir ../../packages/ply2splat/wasm

Building the npm Package

# Build WASM first
wasm-pack build bindings/ply2splat-wasm --target web --out-dir ../../packages/ply2splat/wasm

# Build TypeScript
cd packages/ply2splat
npm install
npm run build

Fuzzing

The crate includes fuzzing targets to ensure stability against malformed inputs.

# Install cargo-fuzz
cargo install cargo-fuzz

# Run fuzzing target
cargo fuzz run fuzz_conversion

Development Environment

This project supports both Nix and Devcontainers for a reproducible development environment.

• Nix: nix develop will enter a shell with Rust and dependencies configured.
• Devcontainer: Open the folder in VS Code and accept the prompt to reopen in container.

License

MIT