pyprobe.cyclers.basytec module

A module to load and process Basytec battery cycler data.

pydantic model Basytec(*, input_data_path, column_dict={'Ah[*]': 'Capacity [*]', 'Date': 'Date', 'I[*]': 'Current [*]', 'Line': 'Step', 'T1[*]': 'Temperature [*]', 'U[*]': 'Voltage [*]', '~Time[*]': 'Time [*]'}, datetime_format=None, header_row_index=0)

Bases: BaseCycler

A class to load and process Basytec battery cycler data.

Validators:

• _check_column_dict » column_dict

• _check_input_data_path » input_data_path

Parameters:

• input_data_path (str)

• column_dict (dict[str, str])

• datetime_format (str | None)

• header_row_index (int)

Return type:

None

field input_data_path: str [Required]

The path to the input data.

Validated by:

• _check_input_data_path

• import_and_validate_data

field column_dict: dict[str, str] = {'Ah[*]': 'Capacity [*]', 'Date': 'Date', 'I[*]': 'Current [*]', 'Line': 'Step', 'T1[*]': 'Temperature [*]', 'U[*]': 'Voltage [*]', '~Time[*]': 'Time [*]'}

A dictionary mapping the column name format of the cycler to the PyProBE format. Units are indicated by an asterisk (*).

Validated by:

• _check_column_dict

• import_and_validate_data

static read_file(filepath, header_row_index=0)

Read a battery cycler file into a DataFrame.

Parameters:

• filepath (str) – The path to the file.

• header_row_index (int) – The index of the header row.

Returns:

The DataFrame.

Return type:

pl.DataFrame | pl.LazyFrame