featuresmith
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v0.1.0
Documentation

Getting Started

  • Introduction
  • Installation
  • Quick Start
  • Benchmarks
  • Development Setup
  • Contributing

Core Concepts

  • Architecture Overview
  • Dataset Layer
  • Connectors
  • Profiling Engine
  • Rule Engine

Python SDK

  • load()
  • profile()
  • analyze()
  • Data Models
  • Exceptions
  • Plugins

CLI Reference

  • analyze
  • Configuration

Guides

  • CI/CD Integration
  • Custom Rules
  • Writing Plugins

Resources

  • Release Notes
  • FAQ
  • Troubleshooting
DocsGuide

Getting Started

  • Introduction
  • Installation
  • Quick Start
  • Benchmarks
  • Development Setup
  • Contributing

Core Concepts

  • Architecture Overview
  • Dataset Layer
  • Connectors
  • Profiling Engine
  • Rule Engine

Python SDK

  • load()
  • profile()
  • analyze()
  • Data Models
  • Exceptions
  • Plugins

CLI Reference

  • analyze
  • Configuration

Guides

  • CI/CD Integration
  • Custom Rules
  • Writing Plugins

Resources

  • Release Notes
  • FAQ
  • Troubleshooting
HomeDocsInstallation

Getting Started

Installation

Install Featuresmith and set up your workspace

Featuresmith is built for Python 3.11+. It can be installed as a library, as a CLI, or built directly from source for local development. We recommend using uv or pip.

Using pip

Install the latest version of the core library and the CLI from PyPI:

bash
1pip install featuresmith-core featuresmith-cli

Using uv (Recommended)

Add Featuresmith to your workspace dependencies:

bash
1uv add featuresmith-core featuresmith-cli

From Source (Development)

Clone the repository and sync the workspace for local contribution:

bash
1git clone https://github.com/adityagangwani30/FeatureSmith.git
2cd FeatureSmith
3uv sync
4pre-commit install

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featuresmith

Open-source data profiling and validation for Python engineers.

Documentation

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  • Python SDK
  • CLI Reference

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© 2026 Featuresmith Contributors. Released under the Apache 2.0 License.

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