Basic filtering for a dataframe.

def apply_filters(df, filters):
        """Basic filtering for a dataframe."""
        idx = pd.Series([True]*df.shape[0])
        for k, v in list(filters.items()):
            if k not in df.columns:
                continue
            idx &= (df[k] == v)

        return df.loc[idx]