:py:mod:`kosmos.circuit_runner.qiskit_result`
=============================================

.. py:module:: kosmos.circuit_runner.qiskit_result








Functions
---------

.. py:function:: calculate_expectation_values(counts: dict[str, int]) -> numpy.ndarray

   Calculate Z-basis expectation values for each qubit from counts.

   :param counts: Mapping from bitstring to number of shots.
   :type counts: dict[str, int]

   :returns: Array of expectation values (one per qubit).
   :rtype: np.ndarray


.. py:function:: job_expectation_values(job: qiskit_ibm_runtime.RuntimeJobV2) -> list[numpy.ndarray]

   Calculate expectation values from job results.

   :param job: The job to get results for.
   :type job: RuntimeJob

   :returns:

             A list of arrays, where each array contains the expectation
                 values for one circuit in the job.
   :rtype: list[np.ndarray]