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https://github.com/ajndkr/async-fastapi-gin-fiber
compare performance of FastAPI, Gin and Fiber frameworks
https://github.com/ajndkr/async-fastapi-gin-fiber
fastapi fiber gin http-benchmarking
Last synced: about 1 month ago
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compare performance of FastAPI, Gin and Fiber frameworks
- Host: GitHub
- URL: https://github.com/ajndkr/async-fastapi-gin-fiber
- Owner: ajndkr
- License: mit
- Created: 2023-09-03T17:33:11.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2023-09-03T19:11:22.000Z (over 1 year ago)
- Last Synced: 2024-10-18T22:00:15.986Z (2 months ago)
- Topics: fastapi, fiber, gin, http-benchmarking
- Language: Go
- Homepage:
- Size: 15.6 KB
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# FastAPI vs Gin vs Fiber
An experiment to compare performance of FastAPI, Gin and Fiber.
## Overview:
- [Setup](#setup)
- [Run experiments](#run-experiments)
- [Results](#results)
## Setup
### FastAPI
The repository uses Python 3.11. Follow the steps below to get started:
- Create conda environment:
```bash
conda create -n fastapi-tests python=3.11 -y
conda activate fastapi-tests
```
You can choose any other environment manager of your choice.
- Install dependencies:
```bash
pip install -r requirements.txt
```
**Note**: All requirement files are generated using `pip-tools`.
### Gin
The repository uses Go 1.21. Follow the steps below to get started:
- Install dependencies:
```bash
go mod tidy
```
## Run experiments
Both FastAPI and Gin applications serve one endpoint:
- `/`: sleeps for 10 seconds and returns a response
### FastAPI
The experiment uses `gunicorn` server to run the FastAPI application.
```bash
gunicorn -k uvicorn.workers.UvicornWorker app:app
```
### Gin
The experiment uses `gin` server to run the Gin application.
```bash
go run gin/app.go
```
### Fiber
The experiment uses `fiber` server to run the Fiber application.
```bash
go run fiber/app.go
```
### wrk Benchmarking
Run the benchmarking script:
```bash
./benchmark.sh
```
**Note**: The script uses `wrk` to run benchmarks on http://localhost:8000.
You should benchmark one application at a time.
## Results
### FastAPI
```bash
Running 1m test @ http://localhost:8000/
4 threads and 100 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 10.01s 5.65ms 10.02s 83.40%
Req/Sec 23.08 52.04 180.00 87.50%
500 requests in 1.00m, 71.29KB read
Requests/sec: 8.33
Transfer/sec: 1.19KB
```
### Gin
```bash
Running 1m test @ http://localhost:8000/
4 threads and 100 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 10.01s 4.34ms 10.02s 57.20%
Req/Sec 9.87 21.25 70.00 86.96%
500 requests in 1.00m, 70.31KB read
Requests/sec: 8.33
Transfer/sec: 1.17KB
```
### Fiber
```bash
Running 1m test @ http://localhost:8000/
4 threads and 100 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 10.00s 3.22ms 10.01s 80.00%
Req/Sec 2.00 0.00 2.00 100.00%
500 requests in 1.00m, 62.99KB read
Requests/sec: 8.33
Transfer/sec: 1.05KB
```