iqm.benchmarks.compressive_gst.gst_analysis.pandas_results_to_observations

iqm.benchmarks.compressive_gst.gst_analysis.pandas_results_to_observations#

iqm.benchmarks.compressive_gst.gst_analysis.pandas_results_to_observations(dataset: Dataset, df_g: DataFrame, df_o: DataFrame, identifier: BenchmarkObservationIdentifier) → List[BenchmarkObservation]#

Converts high level GST results from a pandas Dataframe to a simple observation dictionary

Parameters:

  • dataset (Dataset) – xarray.Dataset A dataset containing counts from the experiment and configurations

  • qubit_layout – List[int] The list of qubits for the current GST experiment

  • df_g (DataFrame) – Pandas DataFrame The dataframe with properly formated gate results

  • df_o (DataFrame) – Pandas DataFrame The dataframe with properly formated non-gate results like SPAM error measures or fit quality.

  • identifier (BenchmarkObservationIdentifier) – BenchmarkObservationIdentifier An identifier object for the current GST run

Returns:

List[BenchmarkObservation]

List of observations converted from the pandas dataframes

Return type:

observation_list