Grammar of Streaming

Once data is accessible through a streaming interface, CubeDynamics gives you a grammar for computation.

The grammar is intentionally simple:

• pipe(...)
• verbs
• lazy evaluation where possible
• composable workflows

This simplicity is a feature for both scientists and AI agents.

Core Pattern

from cubedynamics import pipe, verbs as v

result = (
    pipe(cube)
    | v.anomaly()
    | v.aggregate()
    | v.detrend()
)

In This Section

• Pipe
• Verbs
• Lazy evaluation
• Workflow composition

Why Grammar Matters

The grammar makes workflows:

• readable
• inspectable
• reproducible
• easy to reason about in notebooks and agent-driven execution