WhyLogs

Profile and monitor your ML data pipeline end-to-end

WhyLogs is a library for building insights to your data and minimizing data monitoring issues in order to maintain quality and improve communication between teams. To learn more about generating validating, documenting, and profiling your data, read our intro and our Getting Started guide.

Attention

This site is a work in progress. If you have questions, ask them in our Slack channel!

• Overview
  • Introduction
  • Key Features
• Getting Started
  • Quick Start
    • Install the Library
    • Demo CLI
  • Configuration
  • Using WhyLogs API
    • Initialize a Logging Session
    • Create a Logger
    • Configure a Writer
    • Output WhyLogs data
• Concepts
• Examples

Index

• Index

• Module Index

• API Reference
  • whylogs
    • Subpackages
      • whylogs.app
        • Submodules
        • Package Contents
      • whylogs.cli
        • Submodules
        • Package Contents
      • whylogs.core
        • Subpackages
        • Submodules
        • Package Contents
      • whylogs.logs
        • Package Contents
      • whylogs.mlflow
        • Submodules
        • Package Contents
      • whylogs.proto
      • whylogs.util
        • Submodules
      • whylogs.viz
        • Subpackages
        • Submodules
        • Package Contents
    • Submodules
      • whylogs._version
        • Module Contents
    • Package Contents
      • Classes
      • Functions
        • SessionConfig
        • WriterConfig
        • ColumnProfile
        • DatasetProfile
        • get_or_create_session
        • reset_default_session
        • enable_mlflow