def classifiy_commits_df(df):
df['corrective_pred'] = df.message.map(lambda x: is_fix(x))
df['is_refactor_pred'] = df.message.map(lambda x: built_is_refactor(x))
df['perfective_pred'] = df.message.map(lambda x: (match(x, build_perfective_regex())) +
(match(x, build_refactor_regex())) > 0)
df['adaptive_pred'] = df.message.map(lambda x: is_adaptive(x) > 0)
return df
def built_is_refactor(commit_text):
removal_re = build_sepereted_term(removal)
return (match(commit_text, build_refactor_regex())
+ match(commit_text, removal_re)
+ match(commit_text, build_refactor_goals_regex())
- match(commit_text, build_non_code_perfective_regex())
- match(commit_text, build_documentation_entities_context(build_refactor_regex()))
- match(commit_text, build_non_positive_linguistic(build_refactor_regex()))
- match(commit_text, build_non_positive_linguistic(build_sepereted_term(removal)))
- match(commit_text, build_non_positive_linguistic(build_refactor_goals_regex()))
) > 0
def is_adaptive(text):
return (match(text, build_adaptive_regex()) +
match(text, build_adaptive_action_regex()) -
match(text, build_non_adaptive_context()) -
match(text, build_non_adaptive_linguistic()))
def is_core_refactor(text):
return match(text, build_core_refactor_regex())