piel.experimental.measurements.data.electro_optic#

Functions#

`fill_missing_pm_out`(...)	Fills in missing pm_out (transmission) data in an ElectroOpticDCPathTransmission instance.
`extract_electro_optic_dc_path_transmission_from_csv`(...)	Converts a CSV file into an ElectroOpticDCPathTransmission instance.
`extract_electro_optic_dc_network_from_measurement_collection`(...)	Converts an ElectroOpticDCMeasurementCollection into an ElectroOpticDCNetworkTransmission instance.

Module Contents#

fill_missing_pm_out(path_transmission: piel.types.ElectroOpticDCPathTransmission, method: str = 'linear') → piel.types.ElectroOpticDCPathTransmission[source]#

Fills in missing pm_out (transmission) data in an ElectroOpticDCPathTransmission instance.

Parameters: - path_transmission (ElectroOpticDCPathTransmission): The path transmission instance with potential missing transmission data. - method (str): The interpolation method to use. Default is ‘linear’.

Other options include ‘nearest’, ‘zero’, ‘slinear’, ‘quadratic’, ‘cubic’, etc., as supported by pandas’ interpolate method.

Returns: - ElectroOpticDCPathTransmission: A new instance with filled transmission data.

Raises: - ValueError: If there are insufficient data points to perform interpolation.

extract_electro_optic_dc_path_transmission_from_csv(file: str, port_map: piel.types.ConnectionTypes, dc_voltage_column: str = 'bias_v', dc_current_column: str = 'bias_current', optical_power_column: str = 'pm_out') → piel.types.ElectroOpticDCPathTransmission[source]#

Converts a CSV file into an ElectroOpticDCPathTransmission instance.

This function ensures that the output power (pm_out) aligns with the DC voltage (bias_v) and current (bias_current) data by inserting np.nan where pm_out data is missing.

Parameters: - file (str): Path to the CSV file. - connection (ConnectionTypes): The port mapping information. - dc_voltage_column (str): The name of the DC voltage column in the CSV. - dc_current_column (str): The name of the DC current column in the CSV. - optical_power_column (str): The name of the optical power column in the CSV.

Returns: - ElectroOpticDCPathTransmission: The mapped ElectroOpticDCPathTransmission instance.

extract_electro_optic_dc_network_from_measurement_collection(measurement_collection: piel.types.ElectroOpticDCMeasurementCollection, dc_voltage_column: str = 'bias_v', dc_current_column: str = 'bias_current', optical_power_column: str = 'pm_out') → piel.types.ElectroOpticDCNetworkTransmission[source]#

Converts an ElectroOpticDCMeasurementCollection into an ElectroOpticDCNetworkTransmission instance.

Parameters: - measurement_collection (ElectroOpticDCMeasurementCollection): The collection of measurements. - dc_voltage_column (str): Column name for DC voltage in the CSV files. - dc_current_column (str): Column name for DC current in the CSV files. - optical_power_column (str): Column name for optical power in the CSV files.

Returns: - ElectroOpticDCNetworkTransmission: The compiled network transmission instance.