from dataclasses import dataclass
import pandas as pd
# These classes are for user facing column names, to avoid having to change them
# all around the code when a modif is needed
@dataclass
class ColumnContent:
name: str
type: str
def fields(raw_class):
return [v for k, v in raw_class.__dict__.items() if k[:2] != "__" and k[-2:] != "__"]
def make_clickable_model(df):
df["Model"] = df.apply(
lambda row: f'{row["model"]} ({row["Parameters"]})' if pd.notna(row["Parameters"]) else f'{row["model"]}',
axis=1
)
return df
def styled_error(error):
return f"{error}
"
def styled_warning(warn):
return f"{warn}
"
def styled_message(message):
return f"{message}
"