Function plot

test/cluster-spec-sheet/mzcompose.py:4471–4521

(
    plot_dir: str,
    data: pd.DataFrame,
    value: str,
    title: str,
    slug: str,
    data_label: str,
    normalized_label: str,
    x: str,
)

def plot(
    plot_dir: str,
    data: pd.DataFrame,
    value: str,
    title: str,
    slug: str,
    data_label: str,
    normalized_label: str,
    x: str,
):
    df2 = data.pivot_table(
        index=[x],
        columns=["test_name"],
        values=value,
        aggfunc="min",
    ).sort_index(axis=1)
    filtered = df2.dropna(axis=1, how="all")
    if filtered.empty:
        print(f"Warning: No data to plot for {title}")
        return
    filtered.index.name = x
    plot = filtered.plot(
        kind="bar",
        figsize=(12, 6),
        ylabel=data_label,
        logy=False,
        title=f"{title}",
        grid=True,
    )
    plot.set_xlabel(x)
    plot.legend(
        loc="upper left",
        bbox_to_anchor=(1.0, 1.0),
    )
    save_plot(plot_dir, filtered, title, slug)

    filtered = filtered.div(filtered.iloc[0])
    plot = filtered.plot(
        kind="bar",
        figsize=(12, 6),
        ylabel=normalized_label,
        logy=False,
        title=f"{title}",
        grid=True,
    )
    plot.set_xlabel(x)
    plot.legend(
        loc="upper left",
        bbox_to_anchor=(1.0, 1.0),
    )
    save_plot(plot_dir, filtered, f"{title} (Normalized)", f"{slug}_normalized")


def upload_cluster_results_to_test_analytics(