Avila Platform

High-performance cloud platform optimized for Brazil and LATAM 🇧🇷

Overview

Avila is a comprehensive cloud platform built in Rust, designed to provide:

• 🚀 High Performance: SIMD-optimized operations, zero-copy processing
• 🌎 LATAM-First: Optimized for Brazilian and Latin American infrastructure
• 🔒 Enterprise Grade: Production-ready components with security audits
• 📊 Data Processing: Arrow-based columnar data processing
• 🤖 Machine Learning: Clustering, classification, and ML primitives
• 🌐 Networking: High-performance HTTP client/server

Quick Start

Add this to your Cargo.toml:

[dependencies]
avila = "0.1"

Or install with specific features:

[dependencies]
avila = { version = "0.1", features = ["full"] }

Features

• compression - High-performance compression (SIMD, columnar)
• clustering - Advanced clustering algorithms (K-means, DBSCAN, Hierarchical)
• math - Mathematical operations and linear algebra
• data - Arrow-based data processing
• http - High-performance HTTP client/server
• cli - Command-line interface tools
• telemetry - Observability and monitoring
• full - Enable all features

Examples

Compression

use avila::compress::{compress_zstd, decompress_zstd};

let data = b"Hello, Avila Platform!";
let compressed = compress_zstd(data, 3)?;
let decompressed = decompress_zstd(&compressed)?;

Clustering

use avila::clustering::kmeans::KMeans;

let data = vec![
    vec![1.0, 2.0],
    vec![2.0, 3.0],
    vec![10.0, 11.0],
];

let kmeans = KMeans::new(2, 100);
let labels = kmeans.fit(&data)?;

HTTP

use avila::http::Client;

let client = Client::new();
let response = client.get("https://avila.cloud").await?;

Components

Platform Components

AvilaDB

Multi-model distributed database with:

• 🌍 Global distribution with multi-region writes
• ⚡ Sub-10ms latency in Brazil
• 📄 4 MB document size (vs 400 KB DynamoDB, 2 MB Cosmos DB)
• 💰 40-60% cheaper than AWS/Azure for Brazilian workloads

AVL Services

• Auth: Authentication and authorization
• Storage: Object storage
• Queue: Message queuing
• Observability: Monitoring and logging
• Load Balancer: Traffic distribution

Documentation

• Platform Docs
• API Reference
• GitHub

Performance

Optimized for Brazilian infrastructure:

• 5-10ms latency in São Paulo region
• SIMD acceleration on x86_64 (AVX2, AVX-512)
• Zero-copy operations where possible
• Elastic scaling with automatic resource management

License

Licensed under either of:

• Apache License, Version 2.0 (LICENSE-APACHE)
• MIT License (LICENSE-MIT)

at your option.

Contributing

Contributions are welcome! See our Contributing Guide.

About

Built with ❤️ in Brazil by Nícolas Ávila and the AVL community.

🇧🇷 Desenvolvido no Brasil para o mundo.