Throughput Python Packages

alive-progress

A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!

portal

Fast and reliable distributed systems in Python

aioextensions

High performance functions to work with the async IO.

osaca

Open Source Architecture Code Analyzer

ppma

PaddlePaddle Model Analysis.

infermark

Benchmark any OpenAI-compatible LLM endpoint. TTFT, inter-token latency, throughput, P50-P99 — in one command.

zerofun

Remote function calls for array data using ZMQ

kafka-rpc

RPC protocol based on kafka. Horizontally scalable, fault-tolerant, wicked fast, just like kafka.

traceanalyzer

This library provides analyzing and plotting functions for ns2 trace file in Python.