Скачать или смотреть python fastapi vs go golang round 2 performance benchmark

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in this tutorial, we will conduct a performance benchmark comparison between two popular web frameworks: fastapi (python) and gin (golang). fastapi is known for its ease of use and automatic generation of openapi documentation, while gin is a lightweight and high-performance web framework for go.

requirements

python 3.x
go 1.x
fastapi
uvicorn (for fastapi)
gin (for go)

installation

*for fastapi:*

first, make sure you have fastapi and uvicorn installed. you can install them using pip:



*for gin:*

you can install gin using go's package manager. ensure you have go installed, then run:



fastapi example

let's create a simple fastapi application that provides a single endpoint.

*app.py:*



running the fastapi application

you can run the fastapi application with the following command:



gin example

now, let's create a simple gin application with the same functionality.

*main.go:*



running the gin application

you can run the gin application with the following command:



performance benchmarking

now that we have both applications running, we can perform a simple benchmark test to compare their performance. we will use *apache benchmark (ab)* for this test, which is a tool for benchmarking the performance of web servers.

benchmarking with apache benchmark

make sure you have apache benchmark installed. if you’re on a unix-like system, you can install it using:



now, let's run the benchmark for both applications. open two terminal windows to run the benchmarks simultaneously.

*for fastapi:*



*for gin:*



understanding the results

the output from apache benchmark will provide you with various metrics:

*requests per second:* average number of requests handled per second.
*time per request:* average time taken to serve a request.
*percentage of requests served within a certain time:* how many requests were served within certain thresholds.

analyzing performance

1. *throughput:* generally, go applicat ...

#Python #FastAPI #numpy
Python FastAPI
Go Golang
performance benchmark
web framework comparison
API performance
response time
throughput
concurrency
latency test
scalability
development speed
resource utilization
microservices architecture
async programming
backend performance