apm-component

v1.0.1 suspicious
5.0
Medium Risk

Component testing application for external service integrations

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package has a moderate risk score due to potential network and obfuscation risks. While there is no concrete evidence of malicious intent, the low maintainer effort and opaque metadata suggest caution.

  • network risk due to external service communication
  • potential obfuscation for data manipulation
Per-check LLM notes
  • Network: The package makes network calls which could be legitimate for APM functionality, but requires further investigation to ensure it's not used for unauthorized data transmission.
  • Shell: No shell execution patterns were detected.
  • Obfuscation: The pattern (val) * 2 suggests simple obfuscation rather than complex malicious activity, possibly for data manipulation or encoding purposes.
  • Credentials: No clear patterns of credential harvesting detected.
  • Metadata: The package shows signs of low maintainer effort and lack of transparency, raising some suspicion but not definitive evidence of malice.

📦 Package Quality Overall: Low (3.6/10)

✦ High Test Suite 9.0

Test suite present — 28 test file(s) found

  • Test runner config found: pyproject.toml
  • 28 test file(s) detected (e.g. test_broker_rabbitmq_aio_pika_async.py)
◈ Medium Documentation 5.0

Some documentation present

  • Detailed PyPI description (36760 chars)
○ Low Contributing Guide 2.0

No contributing guide or governance files found

  • No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
○ Low Type Annotations 1.0

No type annotations detected

  • No type annotations, py.typed marker, or stub files detected
○ Low Multiple Contributors 1.0

Unable to verify contributor count: no GitHub repository found

  • No GitHub repository linked — contributor count unavailable

🔬 Heuristic Checks

⚠ Outbound Network Calls score 9.0

Found 6 network call pattern(s)

  • cfg = _get_config() with urllib.request.urlopen(GET_URL, timeout=cfg["timeout"]) as resp: da
  • = f"{GET_URL}?{qs}" with urllib.request.urlopen(url, timeout=cfg["timeout"]) as resp: data =
  • JSON_BODY).encode() req = urllib.request.Request(POST_URL, data=body, method="POST") req.add_head
  • "application/json") with urllib.request.urlopen(req, timeout=cfg["timeout"]) as resp: data =
  • FORM_DATA).encode() req = urllib.request.Request(POST_URL, data=body, method="POST") req.add_head
  • ww-form-urlencoded") with urllib.request.urlopen(req, timeout=cfg["timeout"]) as resp: data =
⚠ Code Obfuscation score 2.0

Found 1 obfuscation pattern(s)

  • (val) * 2" result = r.eval(script, 1, key) return {"status": "success", "result
✓ Shell / Subprocess Execution

No shell execution patterns detected

✓ Credential Harvesting

No credential harvesting patterns detected

✓ Typosquatting

No typosquatting candidates detected

✓ Registered Email Domain

No author email provided

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

No GitHub repository linked

  • No GitHub repository link found
⚠ Maintainer History score 6.0

3 maintainer concern(s) found

  • Author name is missing or very short
  • Author "" appears to have only 1 package on PyPI (new or inactive account)
  • Package has no PyPI classifiers (low effort / metadata quality)
✓ Known CVE Vulnerabilities

No known vulnerabilities found in OSV database.

💡 AI App Starter Prompt

Use this prompt to build a project with apm-component 
Create a fully-functional mini-application named 'ServiceIntegrationTester' that leverages the 'apm-component' Python package to perform comprehensive integration tests on various external services. This application will serve as a tool for developers to ensure their applications are seamlessly integrating with third-party services without any hiccups. Here’s a detailed plan of what the application should accomplish and how it will utilize the 'apm-component' package:

1. **Setup**: Begin by installing the 'apm-component' package along with other necessary dependencies such as requests for making HTTP calls and pytest for writing test cases.
2. **Configuration Management**: Design a configuration file where users can specify the endpoints, authentication details, and expected responses for different services they wish to test. This file should be easily editable to accommodate new services or changes in existing ones.
3. **Test Case Generation**: Utilize 'apm-component' to dynamically generate test cases based on the configurations provided. These test cases should cover a wide range of scenarios including successful responses, error handling, timeout scenarios, and more.
4. **Execution and Reporting**: Implement a feature within the application that executes all generated test cases against the specified services. Use 'apm-component' to log the execution process and capture detailed reports about each test case's outcome. The report should include metrics like response time, status codes, and whether the actual response matches the expected one.
5. **Interactive Mode**: Develop an interactive command-line interface where users can select specific services or test cases to run manually. This mode should allow for real-time feedback and adjustments during the testing process.
6. **Documentation and Help**: Ensure the application comes with comprehensive documentation and a help menu accessible from the command line. This documentation should guide users through setting up the configuration, understanding the test generation process, and interpreting the test results.
7. **Security Considerations**: Since the application deals with external service integrations, make sure to handle sensitive information securely. For example, use environment variables to store API keys and other credentials rather than hardcoding them into the application.
8. **Scalability and Maintenance**: Design the application to be scalable and easy to maintain. This includes modular code structure, clear naming conventions, and adherence to best coding practices.

By following these steps and utilizing the 'apm-component' package effectively, you'll create a robust tool that not only simplifies the process of testing external service integrations but also enhances the reliability and performance of your applications.

💬 Discussion Feed

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