maxminddb-rust
A Rust-backed Python module for MaxMind DB files.
It is API-compatible with the official
maxminddb package and
keeps the same programming model.
Performance
This project is intended to be in the same performance class as the
maxminddb C extension while keeping full compatibility.
Performance depends on the database, lookup pattern, and hardware. Run the
benchmark scripts in benchmarks/ against your own databases to measure
expected throughput in your environment.
The reader is thread-safe and can be shared across threads for parallel lookups.
Features
API Compatibility
This package provides API compatibility with the official
maxminddb Python
module.
Supported:
Readerclass withget(),get_with_prefix_len(),metadata(), andclose()methodsopen_database()function- Context manager support (
withstatement) - MODE_* constants (
MODE_AUTO,MODE_MMAP, etc.) InvalidDatabaseErrorexceptionMetadataclass with all attributes and computed properties- Support for string IP addresses and
ipaddress.IPv4Address/IPv6Addressobjects closedattribute- Iterator support (
__iter__) for iterating all database records
Extensions (not in the original package):
get_many()for batch lookupsget_path()for retrieving a specific field from a record (for example,('country', 'iso_code')) without decoding the entire record
Not yet implemented:
MODE_FILE- File descriptor support in constructor
Installation
From PyPI
pip install maxminddb-rust
From Source
maturin develop --release
Usage
This module follows the same API as maxminddb, with a different import name:
import maxminddb_rust
# Open database
reader = maxminddb_rust.open_database("/var/lib/GeoIP/GeoIP2-City.mmdb")
# Lookup single IP
result = reader.get("8.8.8.8")
print(result)
# Lookup with prefix length
result, prefix_len = reader.get_with_prefix_len("8.8.8.8")
print(f"Result: {result}, Prefix: {prefix_len}")
# Use with ipaddress objects
import ipaddress
ip = ipaddress.IPv4Address("8.8.8.8")
result = reader.get(ip)
# Access metadata
metadata = reader.metadata()
print(f"Database type: {metadata.database_type}")
print(f"Node count: {metadata.node_count}")
# Context manager support
with maxminddb_rust.open_database("/var/lib/GeoIP/GeoIP2-City.mmdb") as reader:
result = reader.get("1.1.1.1")
print(result)
Batch Lookup (Extension)
get_many() is an extension that is not available in the original maxminddb
module:
import maxminddb_rust
reader = maxminddb_rust.open_database("/var/lib/GeoIP/GeoIP2-City.mmdb")
# Lookup multiple IPs at once
ips = ["8.8.8.8", "1.1.1.1", "208.67.222.222"]
results = reader.get_many(ips)
for ip, result in zip(ips, results):
print(f"{ip}: {result}")
Selective Field Lookup (Extension)
get_path() retrieves a specific field from a record:
import maxminddb_rust
reader = maxminddb_rust.open_database("/var/lib/GeoIP/GeoIP2-City.mmdb")
# Retrieve specific field without decoding the entire record
# Path elements can be strings (map keys) or integers (array indices)
iso_code = reader.get_path("8.8.8.8", ("country", "iso_code"))
print(f"ISO Code: {iso_code}")
# Accessing arrays by index
# e.g., reader.get_path("8.8.8.8", ("subdivisions", 0, "iso_code"))
Iterator Support
Iterate over all networks in the database:
import maxminddb_rust
reader = maxminddb_rust.open_database("/var/lib/GeoIP/GeoLite2-Country.mmdb")
# Iterate over all networks in the database
for network, data in reader:
print(f"{network}: {data['country']['iso_code']}")
Database Modes
Choose between memory-mapped files (default) and in-memory mode:
import maxminddb_rust
# MODE_AUTO: Uses memory-mapped files (default)
reader = maxminddb_rust.open_database("/var/lib/GeoIP/GeoIP2-City.mmdb", mode=maxminddb_rust.MODE_AUTO)
# MODE_MMAP: Explicitly use memory-mapped files
reader = maxminddb_rust.open_database("/var/lib/GeoIP/GeoIP2-City.mmdb", mode=maxminddb_rust.MODE_MMAP)
# MODE_MEMORY: Load entire database into memory
reader = maxminddb_rust.open_database(
"/var/lib/GeoIP/GeoIP2-City.mmdb", mode=maxminddb_rust.MODE_MEMORY
)
Examples
The examples/ directory contains complete working examples:
- basic_usage.py: simple IP lookups, metadata access, and database lifecycle
- context_manager.py:
using
withfor automatic cleanup - iterator_demo.py: iterating over all networks in the database
- batch_processing.py:
batch lookups with
get_many()
Run any example:
uv run python examples/basic_usage.py
uv run python examples/batch_processing.py
Documentation
-
API documentation: classes and methods include docstrings. Use
help():import maxminddb_rust help(maxminddb_rust.open_database) help(maxminddb_rust.Reader.get)
-
Type hints: full type stub file (
maxminddb_rust.pyi) is included for IDE autocomplete and type checking -
Changelog: See CHANGELOG.md for version history and release notes
-
Migration Guide: See MIGRATION.md for migrating from the official
maxminddbpackage
Benchmarking
Benchmark scripts are consolidated in the benchmarks/ directory.
Run the included benchmarks (after building from source):
# Single lookup benchmark
uv run python benchmarks/benchmark.py --file /var/lib/GeoIP/GeoIP2-City.mmdb --count 250000
# Comprehensive benchmark across multiple databases
uv run python benchmarks/benchmark_comprehensive.py --count 250000
# Batch lookup benchmark
uv run python benchmarks/benchmark_batch.py --file /var/lib/GeoIP/GeoIP2-City.mmdb --batch-size 100
# Parallel lookup benchmark (shared Reader across threads, default DB set)
uv run python benchmarks/benchmark_parallel.py --count 500000 --workers 1,2,4,8
# get() vs get_path() benchmark
uv run python benchmarks/benchmark_path.py --file /var/lib/GeoIP/GeoLite2-City.mmdb --count 250000
Testing
This project includes comprehensive tests, including upstream compatibility tests from MaxMind-DB-Reader-python.
# Initialize test data submodule (first time only)
git submodule update --init --recursive
# Run all tests
uv run pytest
# Run with verbose output
uv run pytest -v
For contributor information including development setup, code quality tools, and test syncing, see CONTRIBUTING.md.
For upstream test compatibility and syncing instructions, see tests/maxmind/README.md.
License
ISC License - see LICENSE file for details.
Contributing
Contributions are welcome! Please see CONTRIBUTING.md for development setup, code quality guidelines, and pull request procedures.
1 maintainer
Metadata
1 maintainer
Release files for maxminddb-rust 0.4.0
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