1 unstable release
0.0.1 | May 25, 2024 |
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#34 in #limiter
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Nenya
Nenya is a work-in-progress project designed to provide a robust and flexible rate limiter using a PID controller. Nenya is organized as a Cargo workspace containing two main components:
- Nenya: A Rust crate for rate limiting using a PID controller.
- Nenya-Sentinel: A standalone rate limiter that will eventually be developed into a gRPC service intended to run as a sidecar for existing services.
Overview
Nenya
Nenya is a Rust crate that offers rate limiting functionality powered by a PID controller. The crate aims to provide a dynamic and efficient way to manage request rates, making it suitable for high-throughput services.
Features
- PID Controller: Utilizes a Proportional-Integral-Derivative (PID) controller to dynamically adjust the rate limits based on current traffic patterns.
- Configurable Sliding Window: Uses a configurable sliding window to determine Transactions Per Second (TPS), ensuring accurate and adaptive rate limiting.
- Configuration: Allows fine-tuning of PID parameters (
kp
,ki
,kd
), error limits, output limits, and update intervals.
Nenya-Sentinel
Nenya-Sentinel will be a standalone rate limiting service that will support gRPC for easy integration as a sidecar in microservice architectures. Although development has not yet started, it is included in the workspace as part of this project's roadmap.
Getting Started
Running Examples
Currently, Nenya includes a simulation example for testing and tuning. You can run the simulation with:
cargo run --example request_simulator -- \
--base_tps 80.0 \
--min_tps 1.0 \
--max_tps 60.0 \
--target_tps 40.0 \
--trailing_window 5 \
--duration 120 \
--amplitudes 40.0,10.0 \
--frequencies 0.1,0.5 \
--kp 0.5 \
--ki 0.1 \
--kd 0.05 \
--error_limit 100.0 \
--output_limit 5.0 \
--update_interval 1000
License
This project is licensed under the MIT License. See the LICENSE file for more details.