RadixTarget
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 ~1,000,000 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"
# Insertion returns unique identifier
insertion_id = rt.insert("10.0.0.1/8")
assert insertion_id == "10.0.0.0/8"
# insert() raises ValueError for invalid input
try:
rt.insert("http://example.com")
except ValueError:
pass # Invalid characters in hostname
# Store custom data with any entry
rt.insert("example.org", data={"tags": ["production"], "priority": 1})
result = rt.get("api.example.org")
# result contains your custom data: {"tags": ["production"], "priority": 1}
API Differences: Python vs Rust
Both APIs provide an insert() method that returns a unique string identifier for each entry (a normalized version of the hostname or IP address). However, the Python API includes additional functionality:
- Rust:
insert()returns a string that uniquely identifies the insertion - Python:
insert()also returns this unique identifier string, but additionally supports adata=parameter that allows you to store custom data of any Python type alongside the entry. When you later callget(), it returns your custom data instead of just the matched target string.
This makes the Python API more flexible for applications that need to associate metadata with targets, while the Rust API focuses on pure performance for lookups.
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);
// insert() returns Result - Ok with normalized identifier or Err for invalid input
assert!(rt.insert("10.0.0.0/8").is_ok());
assert!(rt.insert("http://example.com").is_err());
// 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"));
Development
Running Tests
# Rust tests
cargo test --verbose --all-features
# Python tests
uv run pytest
Linting
# Run clippy
cargo clippy --all-targets --all-features -- -D warnings
# Check formatting
cargo fmt --all -- --check
# Python linting
uv run ruff check && uv run ruff format
Releasing
A release is a reviewed pull request into stable that bumps the version in Cargo.toml. The merge starts publish.yml, which tests and builds, then publishes to PyPI and crates.io and creates the v<version> tag and the GitHub release. See the org publishing policy.
Each job that touches a credential runs in the release environment, so one release asks a bbot-leads member to approve four times: release-check's credentials job, pypi, crates, and the GitHub release.
Wheels are built for released CPython in its default build only. PyPy and free-threaded (t) interpreters install from the sdist, which needs a Rust toolchain.
Metadata
Release files for radixtarget 4.3.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
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Built distributions (wheels)
Total release size: 41.0 MB
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