maxminddb-rust

A high-performance Rust-based Python module for MaxMind DB files. Provides 100% API compatibility with the official maxminddb module with similar performance.

Performance

Benchmark results using 10 million random IP lookups per database (single-threaded):

Database	Size	Lookups/sec
GeoLite2-Country	9.4MB	527,297
GeoLite2-City	61MB	338,879
GeoIP2-City	117MB	332,827

Test Environment: Intel Core Ultra 7 265K (20 cores, up to 6.5GHz), Linux 6.17

These are single-threaded results; the reader is fully thread-safe and can be shared across multiple threads for parallel lookups.

Features

API Compatibility

This package provides 100% API compatibility with the official maxminddb Python module:

Supported:

✅ Reader class with get(), get_with_prefix_len(), metadata(), and close() methods
✅ open_database() function
✅ Context manager support (with statement)
✅ MODE_* constants (MODE_AUTO, MODE_MMAP, etc.)
✅ InvalidDatabaseError exception
✅ Metadata class with all attributes and computed properties
✅ Support for string IP addresses and ipaddress.IPv4Address/IPv6Address objects
✅ closed attribute
✅ Iterator support (__iter__) for iterating over all database records

Extensions (not in original):

⭐ get_many() - Batch lookup method for processing multiple IPs efficiently
⭐ get_path() - Efficiently retrieve a specific field from a record (e.g., ('country', 'iso_code')) without decoding the entire record. This can be over 6x faster than get() when only partial data is needed.

Not Yet Implemented:

⏸️ MODE_FILE mode (currently only MODE_AUTO, MODE_MMAP, and MODE_MEMORY supported)
⏸️ File descriptor support in constructor

Installation

From PyPI

pip install maxminddb-rust

From Source

maturin develop --release

Usage

This module provides the same API as maxminddb, just with a different import name:

import maxminddb_rust  # High-performance Rust implementation

# 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)

The get_many() method is an extension 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)

The get_path() method allows you to efficiently retrieve 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, best performance) and in-memory mode:

import maxminddb_rust

# MODE_AUTO: Uses memory-mapped files (default, fastest)
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 (useful for embedded systems
# or when file handle limits are a concern)
reader = maxminddb_rust.open_database(
    "/var/lib/GeoIP/GeoIP2-City.mmdb", mode=maxminddb_rust.MODE_MEMORY
)

Examples

The examples/ directory contains complete working examples demonstrating various use cases:

basic_usage.py - Simple IP lookups, metadata access, and database lifecycle
context_manager.py - Using with statement for automatic resource cleanup
iterator_demo.py - Iterating over all networks in the database
batch_processing.py - High-performance batch lookups with get_many()
benchmark_path.py
- Performance comparison between get() and get_path()

Run any example:

uv run python examples/basic_usage.py
uv run python examples/batch_processing.py

Documentation

API Documentation: All classes and methods include comprehensive docstrings. Use Python's built-in help():
```
import maxminddb_rust
help(maxminddb_rust.open_database)
help(maxminddb_rust.Reader.get)
```
Type Hints: Full type stub file (maxminddb_rust.pyi) 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 maxminddb package

Benchmarking

Run the included benchmarks (after building from source):

# Single lookup benchmark
uv run python benchmark.py --file /var/lib/GeoIP/GeoIP2-City.mmdb --count 250000

# Comprehensive benchmark across multiple databases
uv run python benchmark_comprehensive.py --count 250000

# Batch lookup benchmark
uv run python benchmark_batch.py --file /var/lib/GeoIP/GeoIP2-City.mmdb --batch-size 100

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.

Metadata

Release files for maxminddb-rust 0.3.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for maxminddb-rust 0.3.0
File	Size	Uploaded
maxminddb_rust-0.3.0.tar.gz	53.2 kB	Dec 18, 2025	Details

Built distributions (wheels)

Table of built distributions (wheels) for maxminddb-rust 0.3.0
File	Interpreter	ABI	Platform	Reset
maxminddb_rust-0.3.0-cp314-cp314-win_arm64.whl 231.9 kB Dec 18, 2025	CPython 3.14	CPython 3.14	Windows ARM64	Details
maxminddb_rust-0.3.0-cp314-cp314-win_amd64.whl 249.2 kB Dec 18, 2025	CPython 3.14	CPython 3.14	Windows x86-64	Details
maxminddb_rust-0.3.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 379.4 kB Dec 18, 2025	CPython 3.14	CPython 3.14	Linux glibc 2.17+ x86-64	Details
maxminddb_rust-0.3.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 373.1 kB Dec 18, 2025	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARM64	Details
maxminddb_rust-0.3.0-cp314-cp314-macosx_11_0_arm64.whl 340.0 kB Dec 18, 2025	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
maxminddb_rust-0.3.0-cp314-cp314-macosx_10_12_x86_64.whl 356.7 kB Dec 18, 2025	CPython 3.14	CPython 3.14	macOS 10.12+ x86-64	Details
maxminddb_rust-0.3.0-cp313-cp313-win_arm64.whl 231.3 kB Dec 18, 2025	CPython 3.13	CPython 3.13	Windows ARM64	Details
maxminddb_rust-0.3.0-cp313-cp313-win_amd64.whl 247.7 kB Dec 18, 2025	CPython 3.13	CPython 3.13	Windows x86-64	Details
maxminddb_rust-0.3.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 378.6 kB Dec 18, 2025	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-64	Details
maxminddb_rust-0.3.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 372.5 kB Dec 18, 2025	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64	Details
maxminddb_rust-0.3.0-cp313-cp313-macosx_11_0_arm64.whl 339.4 kB Dec 18, 2025	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
maxminddb_rust-0.3.0-cp313-cp313-macosx_10_12_x86_64.whl 356.2 kB Dec 18, 2025	CPython 3.13	CPython 3.13	macOS 10.12+ x86-64	Details
maxminddb_rust-0.3.0-cp312-cp312-win_arm64.whl 231.7 kB Dec 18, 2025	CPython 3.12	CPython 3.12	Windows ARM64	Details
maxminddb_rust-0.3.0-cp312-cp312-win_amd64.whl 248.3 kB Dec 18, 2025	CPython 3.12	CPython 3.12	Windows x86-64	Details
maxminddb_rust-0.3.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 379.2 kB Dec 18, 2025	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64	Details
maxminddb_rust-0.3.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 373.1 kB Dec 18, 2025	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARM64	Details
maxminddb_rust-0.3.0-cp312-cp312-macosx_11_0_arm64.whl 339.8 kB Dec 18, 2025	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
maxminddb_rust-0.3.0-cp312-cp312-macosx_10_12_x86_64.whl 356.7 kB Dec 18, 2025	CPython 3.12	CPython 3.12	macOS 10.12+ x86-64	Details
maxminddb_rust-0.3.0-cp311-cp311-win_arm64.whl 234.1 kB Dec 18, 2025	CPython 3.11	CPython 3.11	Windows ARM64	Details
maxminddb_rust-0.3.0-cp311-cp311-win_amd64.whl 249.7 kB Dec 18, 2025	CPython 3.11	CPython 3.11	Windows x86-64	Details
maxminddb_rust-0.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 377.6 kB Dec 18, 2025	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details
maxminddb_rust-0.3.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 372.3 kB Dec 18, 2025	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64	Details
maxminddb_rust-0.3.0-cp311-cp311-macosx_11_0_arm64.whl 339.5 kB Dec 18, 2025	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
maxminddb_rust-0.3.0-cp311-cp311-macosx_10_12_x86_64.whl 355.7 kB Dec 18, 2025	CPython 3.11	CPython 3.11	macOS 10.12+ x86-64	Details
maxminddb_rust-0.3.0-cp310-cp310-win_amd64.whl 249.5 kB Dec 18, 2025	CPython 3.10	CPython 3.10	Windows x86-64	Details
maxminddb_rust-0.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 377.7 kB Dec 18, 2025	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
maxminddb_rust-0.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 372.4 kB Dec 18, 2025	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARM64	Details
maxminddb_rust-0.3.0-cp310-cp310-macosx_11_0_arm64.whl 339.7 kB Dec 18, 2025	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
maxminddb_rust-0.3.0-cp310-cp310-macosx_10_12_x86_64.whl 356.0 kB Dec 18, 2025	CPython 3.10	CPython 3.10	macOS 10.12+ x86-64	Details
maxminddb_rust-0.3.0-cp39-cp39-win_amd64.whl 251.7 kB Dec 18, 2025	CPython 3.9	CPython 3.9	Windows x86-64	Details
maxminddb_rust-0.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 379.7 kB Dec 18, 2025	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-64	Details
maxminddb_rust-0.3.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 374.2 kB Dec 18, 2025	CPython 3.9	CPython 3.9	Linux glibc 2.17+ ARM64	Details
maxminddb_rust-0.3.0-cp39-cp39-macosx_11_0_arm64.whl 341.4 kB Dec 18, 2025	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details
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Publishing repository: github.com/oschwald/maxminddb-rust-python
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Publishing repository: github.com/oschwald/maxminddb-rust-python
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Publishing repository: github.com/oschwald/maxminddb-rust-python
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Publishing repository: github.com/oschwald/maxminddb-rust-python
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Publishing repository: github.com/oschwald/maxminddb-rust-python
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Publishing repository: github.com/oschwald/maxminddb-rust-python
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Release files / maxminddb_rust-0.3.0-cp312-cp312-win_amd64.whl

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Publishing repository: github.com/oschwald/maxminddb-rust-python
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Publishing repository: github.com/oschwald/maxminddb-rust-python
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Publishing repository: github.com/oschwald/maxminddb-rust-python
Publishing commit: github.com/oschwald/maxminddb-rust-python/tree/8c0ef2ab9f19e51331e219538bee4e19e2da38ce

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Release files / maxminddb_rust-0.3.0-cp312-cp312-macosx_11_0_arm64.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/oschwald/maxminddb-rust-python
Publishing commit: github.com/oschwald/maxminddb-rust-python/tree/8c0ef2ab9f19e51331e219538bee4e19e2da38ce

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Release files / maxminddb_rust-0.3.0-cp312-cp312-macosx_10_12_x86_64.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/oschwald/maxminddb-rust-python
Publishing commit: github.com/oschwald/maxminddb-rust-python/tree/8c0ef2ab9f19e51331e219538bee4e19e2da38ce

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Release files / maxminddb_rust-0.3.0-cp311-cp311-win_arm64.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/oschwald/maxminddb-rust-python
Publishing commit: github.com/oschwald/maxminddb-rust-python/tree/8c0ef2ab9f19e51331e219538bee4e19e2da38ce

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Release files / maxminddb_rust-0.3.0-cp311-cp311-win_amd64.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/oschwald/maxminddb-rust-python
Publishing commit: github.com/oschwald/maxminddb-rust-python/tree/8c0ef2ab9f19e51331e219538bee4e19e2da38ce

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Release files / maxminddb_rust-0.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Publishing repository: github.com/oschwald/maxminddb-rust-python
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Release files / maxminddb_rust-0.3.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Publishing repository: github.com/oschwald/maxminddb-rust-python
Publishing commit: github.com/oschwald/maxminddb-rust-python/tree/8c0ef2ab9f19e51331e219538bee4e19e2da38ce

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Publishing repository: github.com/oschwald/maxminddb-rust-python
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Publishing repository: github.com/oschwald/maxminddb-rust-python
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Publishing repository: github.com/oschwald/maxminddb-rust-python
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Release files / maxminddb_rust-0.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Publishing repository: github.com/oschwald/maxminddb-rust-python
Publishing commit: github.com/oschwald/maxminddb-rust-python/tree/8c0ef2ab9f19e51331e219538bee4e19e2da38ce

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Release files / maxminddb_rust-0.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/oschwald/maxminddb-rust-python
Publishing commit: github.com/oschwald/maxminddb-rust-python/tree/8c0ef2ab9f19e51331e219538bee4e19e2da38ce

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Release files / maxminddb_rust-0.3.0-cp310-cp310-macosx_11_0_arm64.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/oschwald/maxminddb-rust-python
Publishing commit: github.com/oschwald/maxminddb-rust-python/tree/8c0ef2ab9f19e51331e219538bee4e19e2da38ce

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Release files / maxminddb_rust-0.3.0-cp310-cp310-macosx_10_12_x86_64.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/oschwald/maxminddb-rust-python
Publishing commit: github.com/oschwald/maxminddb-rust-python/tree/8c0ef2ab9f19e51331e219538bee4e19e2da38ce

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Release files / maxminddb_rust-0.3.0-cp39-cp39-win_amd64.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/oschwald/maxminddb-rust-python
Publishing commit: github.com/oschwald/maxminddb-rust-python/tree/8c0ef2ab9f19e51331e219538bee4e19e2da38ce

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Release files / maxminddb_rust-0.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/oschwald/maxminddb-rust-python
Publishing commit: github.com/oschwald/maxminddb-rust-python/tree/8c0ef2ab9f19e51331e219538bee4e19e2da38ce

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Release files / maxminddb_rust-0.3.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/oschwald/maxminddb-rust-python
Publishing commit: github.com/oschwald/maxminddb-rust-python/tree/8c0ef2ab9f19e51331e219538bee4e19e2da38ce

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Release files / maxminddb_rust-0.3.0-cp39-cp39-macosx_11_0_arm64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/oschwald/maxminddb-rust-python
Publishing commit: github.com/oschwald/maxminddb-rust-python/tree/8c0ef2ab9f19e51331e219538bee4e19e2da38ce

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Release files / maxminddb_rust-0.3.0-cp39-cp39-macosx_10_12_x86_64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/oschwald/maxminddb-rust-python
Publishing commit: github.com/oschwald/maxminddb-rust-python/tree/8c0ef2ab9f19e51331e219538bee4e19e2da38ce

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