#!/usr/bin/env python3 # Copyright 2025 Yingwei Zheng # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import llvm_helper import os import json from unidiff import PatchSet bug_type = { "miscompilation": 0, "crash": 0, "hang": 0, } components = {} labels = {} count = 0 changed_files_count = [] ins_lines_count = [] del_lines_count = [] test_count = [] single_file_fix_count = 0 single_function_fix_count = 0 single_hunk_fix_count = 0 verified_count = 0 for name in os.listdir(llvm_helper.dataset_dir): if name.endswith(".json"): file = os.path.join(llvm_helper.dataset_dir, name) with open(file) as f: data = json.load(f) count += 1 bug_type[data["bug_type"]] += 1 hints = data["hints"] for component in hints["components"]: if component not in components: components[component] = 1 else: components[component] += 1 changed_files = len(hints["bug_location_lineno"]) changed_files_count.append(changed_files) if changed_files == 1: single_file_fix_count += 1 issue = data["issue"] for label in issue["labels"]: if label not in labels: labels[label] = 1 else: labels[label] += 1 ins_lines = 0 del_lines = 0 patchset = PatchSet(data["patch"]) hunk_count = 0 for patch in patchset: for hunk in patch: hunk_count += 1 ins_lines += hunk.added del_lines += hunk.removed if hunk_count == 1: single_hunk_fix_count += 1 ins_lines_count.append(ins_lines) del_lines_count.append(del_lines) test_num = 0 for test in data["tests"]: test_num += len(test["tests"]) test_count.append(test_num) bug_func = data["hints"]["bug_location_funcname"] bug_func_count = 0 for k, v in bug_func.items(): bug_func_count += len(v) if bug_func_count == 1 or hunk_count == 1: single_function_fix_count += 1 if data.get("verified", False): verified_count += 1 print(f"Total issues: {count}") print(f"Verified issues: {verified_count} ({verified_count/count*100.0:.2f}%)") print("\nBug type summary:") for k, v in bug_type.items(): print(f" {k}: {v}") print(f"\nBug component summary (Total = {len(components)}):") for k, v in sorted(components.items(), key=lambda x: x[1], reverse=True): print(f" {k}: {v}") print("\nLabel summary:") for k, v in sorted(labels.items(), key=lambda x: x[1], reverse=True): print(f" {k}: {v}") print("\nChanged files count summary:") print(f" Average: {sum(changed_files_count) / count:.2f}") print(f" Max: {max(changed_files_count)}") print(f" Min: {min(changed_files_count)}") print(f" Median: {sorted(changed_files_count)[count // 2]}") print("\nInserted lines summary:") print(f" Average: {sum(ins_lines_count) / count:.2f}") print(f" Max: {max(ins_lines_count)}") print(f" Min: {min(ins_lines_count)}") print(f" Median: {sorted(ins_lines_count)[count // 2]}") print("\nDeleted lines summary:") print(f" Average: {sum(del_lines_count) / count:.2f}") print(f" Max: {max(del_lines_count)}") print(f" Min: {min(del_lines_count)}") print(f" Median: {sorted(del_lines_count)[count // 2]}") print("\nTest count summary:") print(f" Average: {sum(test_count) / count:.2f}") print(f" Max: {max(test_count)}") print(f" Min: {min(test_count)}") print(f" Median: {sorted(test_count)[count // 2]}") print("\nPatch summary:") print( f" Single file fix: {single_file_fix_count} ({single_file_fix_count/count*100.0:.2f}%)" ) print( f" Single func fix: {single_function_fix_count} ({single_function_fix_count/count*100.0:.2f}%)" ) print( f" Single hunk fix: {single_hunk_fix_count} ({single_hunk_fix_count/count*100.0:.2f}%)" )