boilercv_pipeline.dfs

Data frame operations.

Module Contents

Functions

sparkhist	Render a sparkline histogram.
get_hists	Add sparklines row to the top of a dataframe.
save_df	Save data frame to a compressed HDF5 file.
save_dfs	Save data frame to a compressed HDF5 file.
limit_group_size	Filter out groups shorter than a certain length.

API

boilercv_pipeline.dfs.sparkhist(

grp: pandas.DataFrame,

) → str

Render a sparkline histogram.

boilercv_pipeline.dfs.get_hists(

df: pandas.DataFrame,

groupby: str,

cols: list[str],

) → pandas.DataFrame

Add sparklines row to the top of a dataframe.

boilercv_pipeline.dfs.save_df(

df: pandas.DataFrame,

path: pathlib.Path | str,

key: str | None = None,

)

Save data frame to a compressed HDF5 file.

boilercv_pipeline.dfs.save_dfs(

dfs: dict[str, pandas.DataFrame],

path: pathlib.Path | str,

key: str | None = None,

)

Save data frame to a compressed HDF5 file.

boilercv_pipeline.dfs.limit_group_size(

df: pandas.DataFrame,

by: str | list[str],

n: int,

) → pandas.DataFrame

Filter out groups shorter than a certain length.