ml_switcheroo.cli.matrix

Compatibility Matrix rendering logic.

This module is responsible for generating the visual comparison table between supported frameworks. It extracts operation mapping statuses from the SemanticsManager and presents them either as a formatted Rich table (CLI) or structured JSON data (Web Interface).

Refactor: Uses get_framework_priority_order() for fully dynamic sorting.

Classes

CompatibilityMatrix

Logic for generating the Framework Compatibility Matrix.

Module Contents

class ml_switcheroo.cli.matrix.CompatibilityMatrix(semantics: ml_switcheroo.semantics.manager.SemanticsManager)

Logic for generating the Framework Compatibility Matrix.

It queries the Knowledge Base to determine which operations have defined variants for specific backends.

semantics

console

get_json() → List[Dict[str, str]]

Returns the compatibility matrix as structured data.

Useful for web interfaces or downstream tools that need to render the table dynamically (e.g. in React/Angular).

Returns:

A list of row objects. Each dictionary contains:

• ’operation’: The abstract operation name.

• ’tier’: The semantic category.

• ’{engine}’: The status icon for that engine (e.g. ‘torch’: ‘✅’).

Return type:

List[Dict[str, str]]

render() → None

Generates and prints the compatibility table to the console.

Uses the same underlying logic as get_json but formats it into a Rich Table with colored columns.