Analytics

The analytics package provides data science and analytics platforms for interactive analysis, distributed processing, and data governance.

Services

Service	Description	Deploy
JupyterHub	Multi-user Jupyter notebooks with PySpark	./uis deploy jupyterhub
OpenMetadata	Data discovery, governance, and metadata platform	./uis deploy openmetadata
Apache Spark	Kubernetes-native distributed processing	./uis deploy spark
Unity Catalog	Data catalog and governance	./uis deploy unity-catalog

Quick Start

./uis stack install analytics

This installs Spark, JupyterHub, and Unity Catalog. OpenMetadata is deployed separately:

./uis deploy postgresql      # Required by OpenMetadata
./uis deploy elasticsearch   # Required by OpenMetadata
./uis deploy openmetadata

How It Works

• JupyterHub gives users interactive notebooks with PySpark pre-configured
• Spark Operator runs batch jobs as Kubernetes-native SparkApplication resources
• Unity Catalog provides a three-level namespace (catalog.schema.table) for governed data access
• OpenMetadata provides data discovery, lineage tracking, and governance across all data assets