ml_switcheroo.core.mlir.generator
=================================

.. py:module:: ml_switcheroo.core.mlir.generator

.. autoapi-nested-parse::

   MLIR to Python (LibCST) Generator.

   This module provides the `MlirToPythonGenerator` class, which consumes the
   MLIR CST object model and reconstructs valid Python code via LibCST.



Classes
-------

.. autoapisummary::

   ml_switcheroo.core.mlir.generator.MlirToPythonGenerator


Module Contents
---------------

.. py:class:: MlirToPythonGenerator

   Bases: :py:obj:`ml_switcheroo.core.mlir.gen_expressions.ExpressionGeneratorMixin`, :py:obj:`ml_switcheroo.core.mlir.gen_statements.StatementGeneratorMixin`, :py:obj:`ml_switcheroo.core.mlir.gen_base.BaseGeneratorMixin`


   Transpiler back-end: MLIR CST -> Python LibCST.
   Integrates expression and statement generation logic.


   .. py:attribute:: ctx


   .. py:attribute:: usage_counts
      :type:  Dict[str, int]


   .. py:attribute:: usage_consumers
      :type:  Dict[str, ml_switcheroo.core.mlir.nodes.OperationNode]


   .. py:attribute:: deferred_exprs
      :type:  Dict[str, libcst.BaseExpression]


   .. py:method:: generate(node: ml_switcheroo.core.mlir.nodes.ModuleNode) -> libcst.Module

      Main entry point. Converts MLIR Module to Python Module.

      :param node: The root MLIR ModuleNode.

      :returns: A LibCST Module object representing the Python code.