ml_switcheroo.testing.batch_runner
==================================

.. py:module:: ml_switcheroo.testing.batch_runner

.. autoapi-nested-parse::

   Batch Validation Runner.

   Iterates over all defined semantic operations and verifys their correctness.
   Prioritizes "Manual/Human" tests found on disk over "Auto/Robotic" fuzzing.
   This closes the loop for Workflow B, allowing manual fixes to count as success.

   Updated to handle Rich Parameter Constraints (dict items in std_args),
   including Dtype and Rank constraints, and **Input-Dependent Output Shape** verification.



Classes
-------

.. autoapisummary::

   ml_switcheroo.testing.batch_runner.BatchValidator


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

.. py:class:: BatchValidator(semantics: ml_switcheroo.semantics.manager.SemanticsManager)

   Orchestrates the validation of the entire knowledge base.


   .. py:attribute:: semantics


   .. py:attribute:: runner


   .. py:method:: run_all(verbose: bool = False, manual_test_dir: Optional[pathlib.Path] = None) -> Dict[str, bool]

      Runs verification for all known APIs.

      Validation Hierarchy:

      1. **Manual Test Priority**: If a file contains `def test_<op_name>():`,
         we assume the developer has manually verified this operation. It is
         marked as Passing.
      2. **Automated Fuzzing**: If no manual test exists, we unpack the
         arguments, type hints, and constraints from the spec, generate random inputs,
         and check equivalence using `EquivalenceRunner`.

      :param verbose: Show progress bar using Rich.
      :param manual_test_dir: Directory containing manual tests to scan (default: None).

      :returns: Validation status (True=Pass, False=Fail).
      :rtype: Dict[op_name, bool]