diff --git a/crawler/crawler.py b/crawler/crawler.py deleted file mode 100644 index 196b533..0000000 --- a/crawler/crawler.py +++ /dev/null @@ -1,62 +0,0 @@ -import requests -from bs4 import BeautifulSoup - - -def fetch_html(url): - """从指定URL获取HTML内容""" - response = requests.get(url) - if response.status_code == 200: - return response.text - else: - return None - - -def parse_html(html): - """解析HTML，获取每个tr中第二个td下的所有a和span标签的内容""" - soup = BeautifulSoup(html, "html.parser") - table = soup.find("table", id="sortable-table") - results = [] - if table: - rows = table.find("tbody").find_all("tr") - for row in rows: - tds = row.find_all("td") - if len(tds) >= 2: - a_tags = tds[1].find_all("a") - span_tags = tds[1].find_all("span") - spans = [span.text.strip() for span in span_tags] - for a_tag in a_tags: - results.append((a_tag.text.strip(), spans)) - return results - - -def save_results_to_file(results, filename): - """保存提取的数据到TXT文件""" - with open(filename, "a", encoding="utf-8") as file: # Append mode - for data in results: - package_name, version_ranges = data - file.write(f"Package Name: {package_name}\n") - file.write("Version Ranges: " + ", ".join(version_ranges) + "\n") - file.write("-" * 50 + "\n") # Adds a separator for clarity - - -def main(): - base_url = "https://security.snyk.io/vuln/pip/" - page_number = 1 - while True: - url = f"{base_url}{page_number}" - print(f"Fetching data from {url}") - html_content = fetch_html(url) - if not html_content: - print("No more data found or failed to fetch.") - break - extracted_data = parse_html(html_content) - if not extracted_data: - print("No relevant data found on page.") - break - save_results_to_file(extracted_data, "extracted_data.txt") - page_number += 1 - print("Results have been saved to 'extracted_data.txt'.") - - -if __name__ == "__main__": - main() diff --git a/crawler/extracted_data.txt b/crawler/extracted_data.txt deleted file mode 100644 index f339d2a..0000000 --- a/crawler/extracted_data.txt +++ /dev/null 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glance-store -Version Ranges: <4.3.3,<4.7.0,>=4.4.0 --------------------------------------------------- -Package Name: dagster -Version Ranges: <1.1.10 --------------------------------------------------- -Package Name: wagtail -Version Ranges: <5.2rc1 --------------------------------------------------- -Package Name: pycryptodome -Version Ranges: <3.19.1 --------------------------------------------------- -Package Name: celery -Version Ranges: <4.4.0rc5 --------------------------------------------------- -Package Name: vantage6-server -Version Ranges: <4.2.0 --------------------------------------------------- -Package Name: tuitse-tsusin -Version Ranges: <1.3.2 --------------------------------------------------- -Package Name: apache-airflow-providers-cncf-kubernetes -Version Ranges: <7.0.0,>=5.2.0 --------------------------------------------------- -Package Name: whoogle-search -Version Ranges: <0.8.4 --------------------------------------------------- -Package Name: jupyterlab-lsp -Version Ranges: <5.0.2 --------------------------------------------------- -Package Name: changedetection.io -Version Ranges: <0.45.13 --------------------------------------------------- -Package Name: jupyterlab -Version Ranges: <4.0.11,>=4.0.0 --------------------------------------------------- -Package Name: ansible-core -Version Ranges: <2.14.14,<2.15.9,<2.16.3,>=2.15.0,>=2.16.0 --------------------------------------------------- -Package Name: readthedocs-sphinx-search -Version Ranges: <0.3.2 --------------------------------------------------- -Package Name: zodb3 -Version Ranges: <3.8.3,<3.9.0c2,>=3.8.0a1,>=3.9.0 --------------------------------------------------- diff --git a/crawler/transfer.py b/crawler/transfer.py deleted file mode 100644 index 4888218..0000000 --- a/crawler/transfer.py +++ /dev/null @@ -1,48 +0,0 @@ -"""转换原有的漏洞文件格式""" - -import re -from packaging.specifiers import SpecifierSet - - -def load_vulnerable_packages(filename): - """从文件加载有漏洞的包信息""" - with open(filename, "r", encoding="utf-8") as file: - content = file.read() - vulnerabilities = {} - blocks = content.split("--------------------------------------------------") - range_pattern = re.compile(r"\[(.*?),\s*(.*?)\)") - - for block in blocks: - name_match = re.search(r"Package Name: (.+)", block) - if name_match: - package_name = name_match.group(1).strip() - ranges = range_pattern.findall(block) - specifier_list = [] - for start, end in ranges: - if start and end: - specifier_list.append(f">={start},<{end}") - elif start: - specifier_list.append(f">={start}") - elif end: - specifier_list.append(f"<{end}") - if specifier_list: - vulnerabilities[package_name] = SpecifierSet(",".join(specifier_list)) - return vulnerabilities - - -def save_vulnerabilities_to_file(vuln_packages, filename): - """将漏洞信息写入到文件中""" - with open(filename, "w", encoding="utf-8") as file: - for package, specifiers in vuln_packages.items(): - file.write(f"Package Name: {package}\n") - file.write(f"Version Ranges: {specifiers}\n") - file.write("-" * 50 + "\n") - - -def main(): - vulnerabilities = load_vulnerable_packages("extracted_data.txt") - save_vulnerabilities_to_file(vulnerabilities, "trans_extracted_data.txt") - - -if __name__ == "__main__": - main() diff --git a/detection/requirements_detection.py b/detection/requirements_detection.py index 5d32782..5404292 100644 --- a/detection/requirements_detection.py +++ b/detection/requirements_detection.py @@ -1,7 +1,9 @@ -import argparse -import os import re -import sys +import os +import requests +import argparse +from bs4 import BeautifulSoup +from typing import List, Tuple, Optional from packaging import version from packaging.specifiers import SpecifierSet from reportlab.lib.pagesizes import letter @@ -9,10 +11,154 @@ from reportlab.platypus import SimpleDocTemplate, Paragraph, Spacer from reportlab.lib.styles import getSampleStyleSheet, ParagraphStyle -def load_vulnerable_packages(filename): - """从文件加载有漏洞的包信息""" +def fetch_html(url: str) -> Optional[str]: + """Fetch HTML content from the specified URL. + + Args: + url (str): URL to fetch HTML from. + + Returns: + Optional[str]: HTML content as a string, or None if fetch fails. + """ + response = requests.get(url) + if response.status_code == 200: + return response.text + return None + + +def parse_html(html: str) -> List[Tuple[str, List[str]]]: + """Parse HTML to get content of all 'a' and 'span' tags under the second 'td' of each 'tr'. + + Args: + html (str): HTML content as a string. + + Returns: + List[Tuple[str, List[str]]]: A list of tuples containing the text of 'a' tags and lists of 'span' texts. + """ + soup = BeautifulSoup(html, "html.parser") + table = soup.find("table", id="sortable-table") + results = [] + if table: + rows = table.find("tbody").find_all("tr") + for row in rows: + tds = row.find_all("td") + if len(tds) >= 2: + a_tags = tds[1].find_all("a") + span_tags = tds[1].find_all("span") + spans = [span.text.strip() for span in span_tags] + for a_tag in a_tags: + results.append((a_tag.text.strip(), spans)) + return results + + +def format_results(results: List[Tuple[str, List[str]]]) -> str: + """Format extracted data as a string. + + Args: + results (List[Tuple[str, List[str]]]): Extracted data to format. + + Returns: + str: Formatted string of the extracted data. + """ + formatted_result = "" + for package_name, version_ranges in results: + formatted_result += f"Package Name: {package_name}\n" + formatted_result += "Version Ranges: " + ", ".join(version_ranges) + "\n" + formatted_result += "-" * 50 + "\n" + return formatted_result + + +def trans_vulnerable_packages(content): + """将漏洞版本中的集合形式转换为大于小于的格式 + Args: + content (str): 漏洞版本汇总信息. + """ + vulnerabilities = {} + blocks = content.split("--------------------------------------------------") + range_pattern = re.compile(r"\[(.*?),\s*(.*?)\)") + + for block in blocks: + name_match = re.search(r"Package Name: (.+)", block) + if name_match: + package_name = name_match.group(1).strip() + ranges = range_pattern.findall(block) + specifier_list = [] + for start, end in ranges: + if start and end: + specifier_list.append(f">={start},<{end}") + elif start: + specifier_list.append(f">={start}") + elif end: + specifier_list.append(f"<{end}") + if specifier_list: + vulnerabilities[package_name] = SpecifierSet(",".join(specifier_list)) + return vulnerabilities + + +def format_vulnerabilities(vuln_packages): + """将字典形式的漏洞信息格式化 + Args: + vuln_packages (List[Tuple[str, List[str]]]): Extracted data to format. + """ + res = "" + for package, specifiers in vuln_packages.items(): + res += f"Package Name: {package}\n" + res += f"Version Ranges: {specifiers}\n" + res += "-" * 50 + "\n" + return res + + +def load_requirements(filename): + """从文件加载项目的依赖信息""" with open(filename, "r", encoding="utf-8") as file: - content = file.read() + lines = file.readlines() + requirements = {} + for line in lines: + if "==" in line: + package_name, package_version = line.strip().split("==") + requirements[package_name] = package_version + return requirements + + +def check_vulnerabilities(requirements, vulnerabilities, output_file): + """检查依赖项是否存在已知漏洞，并输出结果""" + results_warning = [] # 存储有漏洞的依赖 + results_ok = [] # 存储没有漏洞的依赖 + + for req_name, req_version in requirements.items(): + if req_name in vulnerabilities: + spec = vulnerabilities[req_name] + if version.parse(req_version) in spec: + results_warning.append( + f"WARNING: {req_name}=={req_version} is vulnerable!" + ) + else: + results_ok.append(f"OK: {req_name}=={req_version} is not affected.") + else: + results_ok.append( + f"OK: {req_name} not found in the vulnerability database." + ) + + # 合并结果，先输出所有警告，然后输出所有正常情况 + results = results_warning + results_ok + # print(results) + if output_file: + filename, ext = os.path.splitext(output_file) + output_format = ext[1:] if ext[1:] else "txt" + if output_format not in ["txt", "md", "html", "pdf"]: + print("Warning: Invalid file format specified. Defaulting to TXT format.") + output_format = "txt" # 确保使用默认格式 + output_file = filename + ".txt" + output_results(output_file, results, output_format) + else: + print("\n".join(results)) + + +def trans_vulnerable_packages_to_dict(content): + """将漏洞信息转换为字典格式 + Args: + content str: 漏洞信息汇总. + """ vulnerabilities = {} blocks = content.split("--------------------------------------------------") for block in blocks: @@ -28,18 +174,6 @@ def load_vulnerable_packages(filename): return vulnerabilities -def load_requirements(filename): - """从文件加载项目的依赖信息""" - with open(filename, "r", encoding="utf-8") as file: - lines = file.readlines() - requirements = {} - for line in lines: - if "==" in line: - package_name, package_version = line.strip().split("==") - requirements[package_name] = package_version - return requirements - - def output_pdf(results, file_name): doc = SimpleDocTemplate(file_name, pagesize=letter) story = [] @@ -99,48 +233,13 @@ def output_results(filename, results, format_type): for result in results: file.write(f"{result}\n") - -def check_vulnerabilities(requirements, vulnerabilities, output_file): - """检查依赖项是否存在已知漏洞，并输出结果""" - results_warning = [] # 存储有漏洞的依赖 - results_ok = [] # 存储没有漏洞的依赖 - - for req_name, req_version in requirements.items(): - if req_name in vulnerabilities: - spec = vulnerabilities[req_name] - if version.parse(req_version) in spec: - results_warning.append( - f"WARNING: {req_name}=={req_version} is vulnerable!" - ) - else: - results_ok.append(f"OK: {req_name}=={req_version} is not affected.") - else: - results_ok.append( - f"OK: {req_name} not found in the vulnerability database." - ) - - # 合并结果，先输出所有警告，然后输出所有正常情况 - results = results_warning + results_ok - - if output_file: - filename, ext = os.path.splitext(output_file) - output_format = ext[1:] if ext[1:] else "txt" - if output_format not in ["txt", "md", "html", "pdf"]: - print("Warning: Invalid file format specified. Defaulting to TXT format.") - output_format = "txt" # 确保使用默认格式 - output_file = filename + ".txt" - output_results(output_file, results, output_format) - else: - print("\n".join(results)) + print("Results have been saved as " + filename) def main(): parser = argparse.ArgumentParser( description="Check project dependencies for vulnerabilities." ) - parser.add_argument( - "vulnerabilities_file", help="Path to the file containing vulnerability data" - ) parser.add_argument( "requirements_file", help="Path to the requirements file of the project" ) @@ -151,9 +250,29 @@ def main(): ) args = parser.parse_args() - vulnerabilities = load_vulnerable_packages(args.vulnerabilities_file) + base_url = "https://security.snyk.io/vuln/pip/" + page_number = 1 + crawler_results = "" + while True: + url = f"{base_url}{page_number}" + print(f"Fetching data from {url}") + html_content = fetch_html(url) + if not html_content: + print("No more data found or failed to fetch.") + break + extracted_data = parse_html(html_content) + if not extracted_data: + print("No relevant data found on page.") + break + crawler_results += format_results(extracted_data) + page_number += 1 + print("Results have been stored in memory.\n") + + trans_res = trans_vulnerable_packages(crawler_results) + trans_res = format_vulnerabilities(trans_res) + trans_res = trans_vulnerable_packages_to_dict(trans_res) requirements = load_requirements(args.requirements_file) - check_vulnerabilities(requirements, vulnerabilities, args.output) + check_vulnerabilities(requirements, trans_res, args.output) if __name__ == "__main__": diff --git a/docs/design.md b/docs/design.md index 9440f4e..113bbc8 100644 --- a/docs/design.md +++ b/docs/design.md @@ -42,7 +42,8 @@ python backdoor_detection.py ./src -o ./output/report.pdf **主要组件**: -- `load_vulnerable_packages(filename)`: 从给定的文件中加载包含漏洞的包信息。 +- `parse_html`: 爬取网站收集的漏洞依赖信息。 +- `trans_vulnerable_packages(content)`: 将漏洞版本中的集合形式转换为大于小于的格式。 - `load_requirements(filename)`: 从项目的 `requirements.txt` 文件中加载依赖信息。 - `output_results(filename, results, format_type)`: 根据指定格式输出检测结果。 - `check_vulnerabilities(requirements, vulnerabilities, output_file)`: 核心功能，对比依赖与漏洞信息并生成报告。 @@ -50,7 +51,6 @@ python backdoor_detection.py ./src -o ./output/report.pdf **输入**: -- 依赖漏洞文件路径。 - 项目 `requirements.txt` 文件路径。 - 输出文件路径和格式（通过命令行参数指定）。 @@ -67,7 +67,7 @@ python backdoor_detection.py ./src -o ./output/report.pdf **使用示例**: ```bash -python requirements_detection.py vulnerabilities_data.txt requirements.txt -o ./output/report.md +python requirements_detection.py ./requirements.txt -o ./output/report.md ``` --- diff --git a/docs/tech_notes.md b/docs/tech_notes.md index 4c7bed3..3e3f28c 100644 --- a/docs/tech_notes.md +++ b/docs/tech_notes.md @@ -40,7 +40,13 @@ - **主要应用**：读取漏洞数据文件和依赖文件，输出结果报告到文本、Markdown、HTML 或 PDF 文件。 -## 7. 代码和风险分析 +## 7. 爬虫 + +利用`python`的`BeautifulSoup`制作爬虫快速收集整理信息 + +- **主要应用**：通过爬虫收集漏洞依赖信息并进行汇总，用于判断依赖是否存在漏洞版本。 + +## 8. 代码和风险分析 项目中实现了基本的静态代码分析功能，用于识别和报告潜在的安全风险函数调用，如 `system`、`exec` 等。 diff --git a/docs/usage.md b/docs/usage.md index f712e82..a13bb77 100644 --- a/docs/usage.md +++ b/docs/usage.md @@ -26,20 +26,18 @@ pip install packaging reportlab **命令格式**： ```bash -python requirements_detection.py -o +python requirements_detection.py -o ``` **参数说明**： -- ``: 包含漏洞信息的文件路径。 - ``: 项目的 `requirements.txt` 文件路径。 - ``: 指定输出结果的文件路径和格式，支持的格式有 `.txt`, `.md`, `.html`, `.pdf`。 - **示例**： ```bash -python requirements_detection.py vulnerabilities_data.txt requirements.txt -o output/report.md +python requirements_detection.py requirements.txt -o output/report.md ``` ## 运行静态代码后门检测脚本 diff --git a/requirements.txt b/requirements.txt index 4b24848..5842882 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,3 +1,5 @@ reportlab +requests packaging -openai \ No newline at end of file +openai +bs4 \ No newline at end of file diff --git a/tests/test_requirements_detection.py b/tests/test_requirements_detection.py new file mode 100644 index 0000000..a6c3c4c --- /dev/null +++ b/tests/test_requirements_detection.py @@ -0,0 +1,97 @@ +import unittest +from unittest.mock import patch, Mock, MagicMock +from detection.requirements_detection import ( + fetch_html, + parse_html, + format_results, + check_vulnerabilities, +) +from packaging.version import Version +from packaging.specifiers import SpecifierSet + +# Assuming the functions from your provided code are imported here +# from your_module import fetch_html, parse_html, format_results, ... + + +# 测试网页抓取和结果报告的测试类 +class TestWebScrapingAndReporting(unittest.TestCase): + + def test_fetch_html_success(self): + """测试fetch_html在请求成功时返回正确的HTML内容。""" + with patch("requests.get") as mocked_get: + mocked_get.return_value.status_code = 200 + mocked_get.return_value.text = "success" + url = "https://security.snyk.io/vuln/pip/" + result = fetch_html(url) + self.assertEqual(result, "success") + + def test_fetch_html_failure(self): + """测试fetch_html在请求失败时返回None。""" + with patch("requests.get") as mocked_get: + mocked_get.return_code.status_code = 404 + url = "https://security.snyk.io/vuln/pip/" + result = fetch_html(url) + self.assertIsNone(result) + + def test_parse_html(self): + """测试parse_html能准确地解析HTML并提取预期的数据。""" + html_content = """ + + + + + +
Link1Span1
Link2Span2
+ """ + expected = [("Link1", ["Span1"]), ("Link2", ["Span2"])] + result = parse_html(html_content) + self.assertEqual(result, expected) + + def test_format_results(self): + """测试format_results能正确格式化解析后的数据。""" + results = [("Package1", ["1.0", "2.0"]), ("Package2", ["1.5", "2.5"])] + expected_output = ( + "Package Name: Package1\nVersion Ranges: 1.0, 2.0\n" + + "--------------------------------------------------\n" + + "Package Name: Package2\nVersion Ranges: 1.5, 2.5\n" + + "--------------------------------------------------\n" + ) + formatted_result = format_results(results) + self.assertEqual(formatted_result, expected_output) + + # 测试报警 + def setUp(self): + """假设的依赖和漏洞数据""" + self.requirements = {"package1": "1.0", "package2": "2.0"} + self.vulnerabilities = { + "package1": SpecifierSet(">=1.0,<2.0"), + "package3": SpecifierSet(">=1.0,<1.5"), + } + + @patch("builtins.print") # 模拟内置的print函数以捕获输出 + def test_check_vulnerabilities_no_output_file(self, mock_print): + """测试当不提供输出文件时的情况，应该打印输出到控制台。""" + check_vulnerabilities(self.requirements, self.vulnerabilities, None) + expected_calls = [ + unittest.mock.call( + "WARNING: package1==1.0 is vulnerable!\nOK: package2 not found in the vulnerability database." + ) + ] + mock_print.assert_has_calls(expected_calls, any_order=True) + + @patch("builtins.open", new_callable=unittest.mock.mock_open) + @patch("os.path.splitext", return_value=("output", ".txt")) + @patch("os.path.exists", return_value=False) + @patch("os.makedirs") + def test_check_vulnerabilities_with_output_file( + self, mock_makedirs, mock_exists, mock_splitext, mock_open + ): + """测试当提供输出文件时，应该将结果写入文件。""" + check_vulnerabilities(self.requirements, self.vulnerabilities, "output.txt") + mock_open.assert_called_once_with("output.txt", "w", encoding="utf-8") + handle = mock_open() + handle.write.assert_called() + + +if __name__ == "__main__": + unittest.main()