Workflow

flowchart LR
  A["Load DataFrames"] --> B["Build Hypercube"]
  B --> C["Define Metrics"]
  C --> D["Define Queries"]
  D --> E["Execute Queries"]
  E --> F["Update Context State (Apply or Remove Filters)"]
  F --> E

Cube Alchemy's workflow is intuitive and powerful: load your data, build a unified hypercube structure, define your metrics, and create reusable queries. The stateful architecture allows you to execute queries and apply filters in an iterative process.