utils_display.py

from dataclasses import dataclass

# 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:] != "__"]

@dataclass(frozen=True)
class AutoEvalColumn: # Auto evals column
    model = ColumnContent("Model", "markdown")
    avg_wer = ColumnContent("Average WER ⬇️ ", "markdown")    
    rtf = ColumnContent("RTFx ⬆️ ", "markdown")
    ami_wer = ColumnContent("AMI", "markdown")
    e22_wer = ColumnContent("Earnings22", "markdown")
    gs_wer = ColumnContent("Gigaspeech", "markdown")
    lsc_wer = ColumnContent("LS Clean", "markdown")
    lso_wer = ColumnContent("LS Other", "markdown")
    ss_wer = ColumnContent("SPGISpeech", "markdown")
    tl_wer = ColumnContent("Tedlium", "markdown")
    # vp_wer = ColumnContent("Voxpopuli", "markdown")


def make_clickable_model(model_name):
    link = f"https://huggingface.co/{model_name}"
    return f'<a target="_blank" href="{link}" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">{model_name}</a>'

def styled_error(error):
    return f"<p style='color: red; font-size: 20px; text-align: center;'>{error}</p>"

def styled_warning(warn):
    return f"<p style='color: orange; font-size: 20px; text-align: center;'>{warn}</p>"

def styled_message(message):
    return f"<p style='color: green; font-size: 20px; text-align: center;'>{message}</p>"

def make_best_bold(column, column_name):
    if column_name == "RTFx ⬆️ ":
        best_value = column.max()
    else:
        best_value = column.min()
    return column.apply(lambda x: f'#### <span style="color: blue;">{float(x):.2f}</span>' if x == best_value else f"{x:.2f}")