pyprobe.cyclers.maccor module

A module to load and process Maccor battery cycler data.

pydantic model Maccor(*, input_data_path, column_dict={'Capacity': 'Capacity [*]', 'Current': 'Current [*]', 'DPT Time': 'Date', 'Step': 'Step', 'Temp 1': 'Temperature [*]', 'Test Time (sec)': 'Time [*]', 'Voltage': 'Voltage [*]'}, datetime_format='%d-%b-%y %I:%M:%S %p')

Bases: BaseCycler

A class to load and process Neware 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)

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] = {'Capacity': 'Capacity [*]', 'Current': 'Current [*]', 'DPT Time': 'Date', 'Step': 'Step', 'Temp 1': 'Temperature [*]', 'Test Time (sec)': 'Time [*]', 'Voltage': 'Voltage [*]'}

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

field datetime_format: str = '%d-%b-%y %I:%M:%S %p'

The string format of the date column if present. See the chrono crate documentation for more information on the format string.

Validated by:

• import_and_validate_data

static read_file(filepath)

Read a battery cycler file into a DataFrame.

Parameters:

filepath (str) – The path to the file.

Returns:

The DataFrame.

Return type:

pl.DataFrame | pl.LazyFrame

property date: Expr

Identify and format the date column.

For the Maccor cycler, this takes the first date in the file and adds the time column to it.

Returns:

A polars expression for the date column.

Return type:

pl.Expr

property charge_capacity: Expr

Identify and format the charge capacity column.

For the Maccor cycler, this is the capacity column when the current is positive.

Returns:

A polars expression for the charge capacity column.

Return type:

pl.Expr

property discharge_capacity: Expr

Identify and format the discharge capacity column.

For the Maccor cycler, this is the capacity column when the current is negative.

Returns:

A polars expression for the discharge capacity column.

Return type:

pl.Expr

property capacity: Expr

Identify and format the capacity column.

For the Maccor cycler remove the option to calculate the capacity from a single capacity column.

Returns:

A polars expression for the capacity column.

Return type:

pl.Expr