avila 0.1.0

AVL Platform - High-performance cloud platform for Brazil and LATAM
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Avila Platform

Crates.io Documentation License

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

Crate Description Version
avila-compress High-performance compression 0.8.0
avila-clustering Clustering algorithms 0.1.0
avila-math Mathematical operations 0.1.0
avila-linalg Linear algebra 0.1.1
avila-arrow Arrow data processing 0.1.0
avx-http HTTP client/server 0.2.0
avx-cli CLI tools 0.1.0

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

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:

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.