swankit

library0.2.4pypypiunverified

Base toolkit for SwanLab, a machine learning experiment tracking and visualization platform. Version 0.2.4 provides core utilities like data models, chart types (ECharts), and helper functions for building SwanLab extensions. Released on PyPI with active development.

ai-ml observability

pip install swankit

github ↗package ↗homepage ↗

INSTALL

IMPORT

SIG · SWANKIT

swankit

ai-mlpythonv0.2.4

Install

1.8s avg

Import

—

Disk

18MB

Pass rate

10/ 10

Env Coverage10 / 10

glibc

3.9–3.13

musl

3.9–3.13

Install & Compatibility

Where this runs

tested against v0.2.4 · pip install

no network on importno background threads

Install × environment matrix

Each cell = how many times install + import succeeded across repeated harness runs. Partial = flaky.
glibc = Debian/Ubuntu slim · musl = Alpine Linux

musl

py 3.10–3.95 runs

installs and imports cleanly · install 0.0s · import 0.000s · 20.1MB

glibc

py 3.10–3.95 runs

installs and imports cleanly · install 1.8s · import 0.000s · 21MB

18MB installed

● package 18MB

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

System

✓ from swankit import System

✗ from swankit.env import System

Basic usage of swankit: access environment system info and chart type enum.

from swankit.env import System from swankit.chart import ChartType # Access system info sys_info = System(info={'python_version': '3.10', 'os': 'Linux'}) print(sys_info.info) # Use chart types chart_type = ChartType.LINE print(chart_type)

Debug

Known issues

gotchaDo not import directly from swankit (e.g., from swankit import ...). Many classes are in submodules like swankit.env, swankit.chart, swankit.models.

fix

Use the correct submodule import path (e.g., from swankit.env import System).

affects: >=0.2.0

gotchaswankit is separate from swanlab; installing swankit does not install swanlab. If you need full experiment tracking, install swanlab explicitly.

fix

Install swanlab via pip install swanlab if needed.

affects: all

gotchaThe API is still evolving; breaking changes may occur between minor versions (e.g., v0.1.x to v0.2.0). Check changelog before upgrading.

fix

Pin exact version or review release notes.

affects: <0.2.0

Upgrade

Version history

0.2.4latest on PyPI · released Jun 13, 2025

Audit

Dependencies

swanlaboptionalswankit is typically used alongside swanlab for full experiment tracking

Agent activity

33 hits · last 30 days

node

Amazon

OpenAI (training)

Resources

githubhttps://github.com/SwanHubX/SwanLab-Toolkit ↗

packagehttps://pypi.org/project/swankit/ ↗

homepagehttps://swanlab.cn ↗