Hide navigation sidebar

Hide table of contents sidebar

Toggle site navigation sidebar

Dataiku Developer Guide

Toggle table of contents sidebar

Academy
- Join the Academy
  
  Benefit from guided learning opportunities →
Community
Documentation
- Reference Documentation
  
  Comprehensive specifications of Dataiku →
Knowledge
- Knowledge Base
  
  Articles and tutorials on Dataiku features →
Developer
- Developer Guide
  
  Tutorials and articles for developers and coder users →

Getting started
Toggle navigation of Getting started
Concepts and examples
Toggle navigation of Concepts and examples
- Datasets
  Toggle navigation of Datasets
  - Datasets (reading and writing data)
  - Datasets (other operations)
- Managed folders
- The main API client
- Pyspark recipes
- Projects
- Recipes
- Scenarios
- Flow creation and management
- LLM Mesh
- Agents
- Visual Machine learning
- Experiment Tracking
- Statistics worksheets
- API Designer
  Toggle navigation of API Designer
- API Deployer
- Project Deployer
- Static insights
- Jobs
- Authentication information and impersonation
- Importing tables as datasets
- Wikis
- Discussions
- Performing SQL, Hive and Impala queries
- SQL Query
- Project libraries
- Meanings
- Users and groups
- Connections
- Scenarios (in a scenario)
- Code envs
- Plugins
- Project folders
- Dataiku Applications
- Feature Store
- Streaming Endpoints
- Snowpark
- Databricks Connect
- Bigframes
- Metrics and checks
- Model Evaluation Stores
- Administration
- Utilities
- Clusters
- Code Studios
- Fleet Manager
  Toggle navigation of Fleet Manager
- Dataiku Govern
  Toggle navigation of Dataiku Govern
  - The main GovernClient class
  - Artifacts
    Toggle navigation of Artifacts
  - Administration
    Toggle navigation of Administration
    - Authentication information and impersonation
    - Users and groups
    - Other administration tasks
    - Govern Roles and Permissions
      Toggle navigation of Govern Roles and Permissions
      - Add a rule to assign a role to a new user
      - Bootstrap default groups matching provided roles
    - Utilities
  - Advanced Govern
    Toggle navigation of Advanced Govern
    - Scripts for Governance Policies
    - Govern Custom Pages
    - Govern Custom Pages Handler
    - Automate actions with Govern Hooks
    - Govern Actions
    - Govern Blueprint Designer
      Toggle navigation of Govern Blueprint Designer
  - Govern Helpers
    Toggle navigation of Govern Helpers
    - Dataiku and Govern items getter helpers functions
    - Dataiku and Govern items modifier helpers functions
  - Govern Deployments
    Toggle navigation of Govern Deployments
    - Governance checks with multi envs
- Workspaces
- Data Collections
- Data Quality
- Webapps
Tutorials
Toggle navigation of Tutorials
- Administration
  Toggle navigation of Administration
  - Monitoring Disk Usage
  - Retrieve AWS Credentials from Dataiku API
- AI Governance
  Toggle navigation of AI Governance
  - Hooks and Scenarios
- Data Engineering
  Toggle navigation of Data Engineering
- Developer tools
  Toggle navigation of Developer tools
  - Dataiku API
    Toggle navigation of Dataiku API
  - IDE extensions
    Toggle navigation of IDE extensions
    - VSCode extension for Dataiku
    - PyCharm plugin for Dataiku
  - Code Studio
    Toggle navigation of Code Studio
  - Git usage in Dataiku
    Toggle navigation of Git usage in Dataiku
  - Miscellaneous
    Toggle navigation of Miscellaneous
    - Using external libraries for projects
    - Running unit tests on project libraries
- Generative AI
  Toggle navigation of Generative AI
  - Agents & tools
    Toggle navigation of Agents & tools
    - Creating an Inline Python Tool
    - Creating a custom tool
    - Leveraging a custom tool in a Visual Agent
    - Creating and using a Code Agent
    - Integrating an agent framework
    - Creating a custom agent
    - Creating a custom LLM Connection
    - Multi agents: sequential workflow
    - LLM Mesh agentic applications
      Toggle navigation of LLM Mesh agentic applications
    - Connecting to an external Vector Store
    - Model Context Protocol (MCP)
      Toggle navigation of Model Context Protocol (MCP)
      - Building your MCP Server in Dataiku
    - Building and using an agent with Dataiku’s LLM Mesh and Langchain
    - Using the LLM Mesh to parse and output JSON objects
    - Building Auto Prompt Strategies with DSPy in Dataiku
    - Adding traces to your Agent
  - Pre-training an LLM
  - Multimodal capabilities
    Toggle navigation of Multimodal capabilities
  - Natural language
    Toggle navigation of Natural language
  - Webapps
    Toggle navigation of Webapps
- Machine Learning
  Toggle navigation of Machine Learning
  - Quickstart Tutorial
    Toggle navigation of Quickstart Tutorial
  - Using LIME for Model Explainability
  - Predictive Model Maintenance for Binary Classification
  - Using Reinforcement Learning for Hyperparameter Tuning
  - Transfer Learning Techniques
    Toggle navigation of Transfer Learning Techniques
    - Transductive Transfer Learning
    - Unsupervised Transfer Learning
  - Experiment Tracking
    Toggle navigation of Experiment Tracking
  - Pre-trained Models
    Toggle navigation of Pre-trained Models
  - Model Import
    Toggle navigation of Model Import
    - Importing serialized scikit-learn pipelines as Saved Models for MLOps
  - Model Export
    Toggle navigation of Model Export
    - Wrapping an exported model in a CLI tool
    - Deploying a model to an edge device with AWS IoT Greengrass
  - Distributed ML Training using Ray
  - Scanning Models with Protect AI Guardian Using Python
- Plugins development
  Toggle navigation of Plugins development
  - Foreword
  - Creating and configuring a plugin
  - Setting up a dedicated instance for developing plugins
  - Versioning for plugin
    Toggle navigation of Versioning for plugin
    - Git integration for plugins
    - Plugin version management with Git
  - Datasets
    Toggle navigation of Datasets
    - Creating a plugin Dataset component
  - File Format
    Toggle navigation of File Format
    - Writing a plugin File Format component to allow ICal import in Dataiku
  - LLM Mesh
    Toggle navigation of LLM Mesh
  - Macros
    Toggle navigation of Macros
  - Processor plugin component
    Toggle navigation of Processor plugin component
    - Creating a plugin Processor component
  - Project Standards Check component
    Toggle navigation of Project Standards Check component
    - Creating a Project Standards Check component
  - Prediction algorithm
    Toggle navigation of Prediction algorithm
    - Creating a plugin Prediction Algorithm component
  - Recipes
    Toggle navigation of Recipes
    - Creating a plugin Recipe component
    - Writing a custom recipe to remove outliers from a dataset
  - Sample dataset
    Toggle navigation of Sample dataset
    - Creating a sample dataset
  - Webapps
    Toggle navigation of Webapps
    - Turning an existing webapp into a webapp plugin component
- Webapps
  Toggle navigation of Webapps
  - Common subjects on webapps
    Toggle navigation of Common subjects on webapps
  - Bokeh
    Toggle navigation of Bokeh
    - Bokeh: Your first webapp
  - Dash
    Toggle navigation of Dash
  - Gradio
    Toggle navigation of Gradio
    - Gradio: your first web application
    - Creating a Gradio application using an LLM-based agent
  - Standard (HTML, CSS, JS)
    Toggle navigation of Standard (HTML, CSS, JS)
  - Streamlit
    Toggle navigation of Streamlit
    - Streamlit: your first webapp
    - Streamlit: your first webapp using code studio
  - Use your own framework.
    Toggle navigation of Use your own framework.
  - Voilà
    Toggle navigation of Voilà
    - Voilà: your first web application
    - Creating a Voilà application using an LLM-based agent
- xOps
  Toggle navigation of xOps
  - Project deployment
API Reference
Toggle navigation of API Reference
- Python
  Toggle navigation of Python

You are viewing the developer guide for version 14 of DSS.

Api Reference
Python
Enterprise Asset Library

Toggle table of contents sidebar

Enterprise Asset Library#

Project Standards

Copyright © 2026, Dataiku

Made with Sphinx and @pradyunsg's Furo