def plot_normal_decomposition(decomp: str):
normalizer = NormalizedGraphMatchScorer()
decomposition = Decomposition.from_str(decomp)
print("decomposition:", decomposition.to_string())
norm_decomposition = normalizer.normalized_decomposition(decomposition,
verbose=True)
print("normal form:", norm_decomposition.to_string())
print("=========================================================")
draw_decomposition_graph(decomposition.to_graph(), title="decomposition")
draw_decomposition_graph(norm_decomposition.to_graph(),
title="normal form")
def predictions_to_norm(df, qdmr_col, norm_col):
df[norm_col] = df[qdmr_col]
for index, row in df.iterrows():
dec = row[norm_col]
try:
decomposition = norm_g.normalized_decomposition(
Decomposition.from_str(dec))
df.loc[index, norm_col] = decomposition.to_string()
except Exception as ex:
print(f"error in index {index}:{str(ex)}\n{dec}", flush=True)
traceback.print_exc()
df.loc[index, norm_col] = "ERROR"