FIREQ_CLIENT.data#

Data loading helpers for FIREQ experiment data.

Functions

load_dataframe(var_order, var_values_dict, ...)

Load all saved data files of an experiment and merge them into one DataFrame.

load_dataframe_raw(exp_dir)

Load the raw data.pkl file of an experiment.
FIREQ_CLIENT.data.load_dataframe(var_order: list[str], var_values_dict: dict[str, numpy.ndarray], exp_dir: Path) → pandas.DataFrame[source]#

Load all saved data files of an experiment and merge them into one DataFrame.

Parameters:

  • var_order (list[str]) – names of the swept variables.

  • var_values_dict (dict[str, np.ndarray]) – values of each swept variable.

  • exp_dir (Path) – experiment directory.

Returns:

combined DataFrame indexed by the swept variables and time.

Return type:

pd.DataFrame

FIREQ_CLIENT.data.load_dataframe_raw(exp_dir: Path) → pandas.DataFrame[source]#

Load the raw data.pkl file of an experiment.

Parameters:

exp_dir (Path) – experiment directory.

Returns:

the raw DataFrame.

Return type:

pd.DataFrame