base

Read and write datasets for component workflows.

Common surface for all materialized observation views.

Derived structural description of an observation set.

Read data from a concrete source and produce an observation set.

Resolve versioned datasets and load channels without a specific host.

Node feature matrix combined with the relational overlay.

Parent-child relationships between entities.

A table of observations together with optional structural overlays.

One fixed-size window sliced out of an ordered observation frame.

Adapt in-memory records (e.g. independent JSON samples) into observations.

Edge list connecting observations or entities.

Optional capability for immutable time-window and aggregation views.

Ordered frames grouped by sequence (or entity) identifier.

Unordered `n_samples × n_features` matrix materialization.

Adapt a :class:`TimeSeriesBatch` into a temporal observation set.

Time-indexed materialization for temporal models.

Transform materialized observations while retaining their index/metadata.

Sliding fixed-size windows over ordered observations.

Return the client bound by an application or execution host, if any.

Temporarily bind a client, restoring the previous binding on exit.