paint.util.preprocessing

Functions

load_and_format_heliostat_axis_data(→ pandas.DataFrame)	Prepare the axis csv for concatenation by changing certain column names and rearranging the order.
load_and_format_heliostat_positions(→ pandas.DataFrame)	Prepare the heliostat positions csv for concatenation by changing certain column names and rearranging the order.
merge_and_sort_df(→ pandas.DataFrame)	Concatenate the heliostat position and heliostat axis data and sort in the correct order.

Module Contents

paint.util.preprocessing.load_and_format_heliostat_axis_data(arguments: argparse.Namespace) → pandas.DataFrame

Prepare the axis csv for concatenation by changing certain column names and rearranging the order.

Parameters

argumentsargparse.Namespace

The arguments containing the input and output path.

Returns

pd.DataFrame

The processed axis dataframe.

paint.util.preprocessing.load_and_format_heliostat_positions(arguments: argparse.Namespace) → pandas.DataFrame

Prepare the heliostat positions csv for concatenation by changing certain column names and rearranging the order.

Parameters

argumentsargparse.Namespace

The arguments containing the input and output path.

Returns

pd.DataFrame

The processed heliostat positions dataframe.

paint.util.preprocessing.merge_and_sort_df(df_heliostat_positions: pandas.DataFrame, df_axis: pandas.DataFrame) → pandas.DataFrame

Concatenate the heliostat position and heliostat axis data and sort in the correct order.

Parameters

df_heliostat_positionspd.DataFrame

The dataframe containing the heliostat positions.

df_axispd.DataFrame

The dataframe containing the heliostat axis data.

Returns

pd.DataFrame

The concatenated and sorted dataframe.