import functools import os import shutil from pathlib import Path import pandas as pd from quacc.environment import env def combine_dataframes(dfs, df_index=[]) -> pd.DataFrame: if len(dfs) < 1: raise ValueError if len(dfs) == 1: return dfs[0] df = dfs[0] for ndf in dfs[1:]: df = df.join(ndf.set_index(df_index), on=df_index) return df def avg_group_report(df: pd.DataFrame) -> pd.DataFrame: def _reduce_func(s1, s2): return {(n1, n2): v + s2[(n1, n2)] for ((n1, n2), v) in s1.items()} lst = df.to_dict(orient="records")[1:-1] summed_series = functools.reduce(_reduce_func, lst) idx = df.columns.drop([("base", "T"), ("base", "F")]) avg_report = { (n1, n2): (v / len(lst)) for ((n1, n2), v) in summed_series.items() if n1 != "base" } return pd.DataFrame([avg_report], columns=idx) def fmt_line_md(s): return f"> {s} \n" def create_dataser_dir(dir_name, update=False): base_out_dir = Path(env.OUT_DIR_NAME) if not base_out_dir.exists(): os.mkdir(base_out_dir) dataset_dir = base_out_dir / dir_name env.OUT_DIR = dataset_dir if update: if not dataset_dir.exists(): os.mkdir(dataset_dir) else: shutil.rmtree(dataset_dir, ignore_errors=True) os.mkdir(dataset_dir) plot_dir_path = dataset_dir / "plot" env.PLOT_OUT_DIR = plot_dir_path if not plot_dir_path.exists(): os.mkdir(plot_dir_path)