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Fast radix tree for IP addresses and DNS names

Project description

RadixTarget

Python Version Rust Version License Black tests Codecov

RadixTarget is a performant radix implementation designed for quick lookups of IP addresses/networks and DNS hostnames.

RadixTarget is:

  • Written in Rust with Python bindings
  • Capable of ~200,000 lookups per second regardless of database size
  • 100% test coverage
  • Available as both a Rust crate and Python package
  • Used by:

Python

Installation

pip install radixtarget

Usage

from radixtarget import RadixTarget

rt = RadixTarget()

# IPv4
rt.add("192.168.1.0/24")
rt.get("192.168.1.10") # IPv4Network("192.168.1.0/24")
rt.get("192.168.2.10") # None

# IPv6
rt.add("dead::/64")
rt.get("dead::beef") # IPv6Network("dead::/64")
rt.get("dead:cafe::beef") # None

# DNS
rt.add("net")
rt.add("www.example.com")
rt.add("test.www.example.com")
rt.get("net") # "net"
rt.get("evilcorp.net") # "net"
rt.get("www.example.com") # "www.example.com"
rt.get("asdf.test.www.example.com") # "test.www.example.com"
rt.get("example.com") # None

# Custom data nodes
rt.add("evilcorp.co.uk", "custom_data")
rt.get("www.evilcorp.co.uk") # "custom_data"

Rust

Installation

cargo add radixtarget

Usage

use radixtarget::{RadixTarget, ScopeMode};
use std::collections::HashSet;

// Create a new RadixTarget
let mut rt = RadixTarget::new(&[], ScopeMode::Normal);

// IPv4 networks and addresses
rt.insert("192.168.1.0/24"); 
assert_eq!(rt.get("192.168.1.100"), Some("192.168.1.0/24".to_string()));
assert_eq!(rt.get("192.168.2.100"), None);

// IPv6 networks and addresses  
rt.insert("dead::/64");
assert_eq!(rt.get("dead::beef"), Some("dead::/64".to_string()));
assert_eq!(rt.get("cafe::beef"), None);

// DNS hostnames
rt.insert("example.com");
rt.insert("api.test.www.example.com");
assert_eq!(rt.get("example.com"), Some("example.com".to_string()));
assert_eq!(rt.get("subdomain.api.test.www.example.com"), 
           Some("api.test.www.example.com".to_string()));

// Check if target contains a value
assert!(rt.contains("192.168.1.50"));
assert!(rt.contains("dead::1234"));
assert!(rt.contains("example.com"));

// Get all hosts
let hosts: HashSet<String> = rt.hosts();
println!("All hosts: {:?}", hosts);

// Delete targets
assert!(rt.delete("192.168.1.0/24"));
assert!(!rt.delete("192.168.1.0/24")); // false - already deleted

// Utility operations
println!("Number of hosts: {}", rt.len());
println!("Is empty: {}", rt.is_empty());

// Prune dead nodes (returns number of pruned nodes)
let pruned_count = rt.prune();

// Defragment overlapping networks (returns (cleaned, new) hosts)
let (cleaned_hosts, new_hosts) = rt.defrag();

Scope Modes

RadixTarget supports different scope modes for DNS matching:

use radixtarget::{RadixTarget, ScopeMode};

// Normal mode: standard radix tree behavior (default)
let mut rt_normal = RadixTarget::new(&[], ScopeMode::Normal);
rt_normal.insert("example.com");
assert_eq!(rt_normal.get("subdomain.example.com"), Some("example.com".to_string()));

// Strict mode: exact matching only
let mut rt_strict = RadixTarget::new(&[], ScopeMode::Strict);
rt_strict.insert("example.com");
assert_eq!(rt_strict.get("example.com"), Some("example.com".to_string()));
assert_eq!(rt_strict.get("subdomain.example.com"), None); // No subdomain matching

// ACL mode: Same behavior as normal, but keeps only the highest parent subnet for efficiency
let mut rt_acl = RadixTarget::new(&[], ScopeMode::Acl);
rt_acl.insert("192.168.1.0/24");
rt_acl.insert("192.168.1.0/28");
// Least specific match is returned instead of most specific
assert_eq!(rt_acl.get("192.168.1.1"), Some("192.168.1.0/24".to_string()));

Initialization with Hosts

use radixtarget::{RadixTarget, ScopeMode};

// Initialize with existing hosts
let hosts = vec!["192.168.1.0/24", "example.com", "dead::/64"];
let rt = RadixTarget::new(&hosts, ScopeMode::Normal);

assert!(rt.contains("192.168.1.100"));
assert!(rt.contains("subdomain.example.com"));
assert!(rt.contains("dead::beef"));

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radixtarget-4.0.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl (560.1 kB view details)

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radixtarget-4.0.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (525.6 kB view details)

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radixtarget-4.0.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (514.4 kB view details)

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radixtarget-4.0.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl (547.6 kB view details)

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