refactor: replace unreachable project links heuristic with source code repo heuristic (#983)

replaced unreachable project links heuristic with source code repo heuristic, which checks if the repository component has been found by macaron.

Author: art1f1c3R

docs/source/pages/developers_guide/apidoc/macaron.malware_analyzer.pypi_heuristics.metadata.rst

@@ -49,18 +49,18 @@ macaron.malware\_analyzer.pypi\_heuristics.metadata.one\_release module
    :undoc-members:
    :show-inheritance:
 
-macaron.malware\_analyzer.pypi\_heuristics.metadata.unchanged\_release module
+macaron.malware\_analyzer.pypi\_heuristics.metadata.source\_code\_repo module
 -----------------------------------------------------------------------------
 
-.. automodule:: macaron.malware_analyzer.pypi_heuristics.metadata.unchanged_release
+.. automodule:: macaron.malware_analyzer.pypi_heuristics.metadata.source_code_repo
    :members:
    :undoc-members:
    :show-inheritance:
 
-macaron.malware\_analyzer.pypi\_heuristics.metadata.unreachable\_project\_links module
---------------------------------------------------------------------------------------
+macaron.malware\_analyzer.pypi\_heuristics.metadata.unchanged\_release module
+-----------------------------------------------------------------------------
 
-.. automodule:: macaron.malware_analyzer.pypi_heuristics.metadata.unreachable_project_links
+.. automodule:: macaron.malware_analyzer.pypi_heuristics.metadata.unchanged_release
    :members:
    :undoc-members:
    :show-inheritance:

src/macaron/malware_analyzer/README.md

@@ -11,10 +11,10 @@ When a heuristic fails, with `HeuristicResult.FAIL`, then that is an indicator b
    Repositories). Many malicious packages do not include any project links.
    - **Rule**: Return `HeuristicResult.FAIL` when there are no project links; otherwise, return `HeuristicResult.PASS`.
 
-2. **Unreachable Project Links**
-   - **Description**: Checks the accessibility of the project links. This is considered an auxiliary
-   heuristic since no cases have met this heuristic.
-   - **Rule**: Return `HeuristicResult.FAIL` if all project links are unreachable; otherwise, return `HeuristicResult.PASS`.
+2. **Source Code Repo**
+   - **Description**: Check's if Macaron was able to find a repository containing this package's source code (i.e., checks if
+   one exists).
+   - **Rule**: Return `HeuristicResult.FAIL` if no repository was found; otherwise, return `HeuristicResult.PASS`.
    - **Dependency**: Will be run if the Empty Project Link heuristic passes.
 
 3. **One Release**

src/macaron/malware_analyzer/pypi_heuristics/heuristics.py

@@ -12,8 +12,8 @@ class Heuristics(str, Enum):
     #: Indicates that the package does not contain any project links (such as documentation or Git repository pages).
     EMPTY_PROJECT_LINK = "empty_project_link"
 
-    #: Indicates that the package contains project links, but all of them are unreachable.
-    UNREACHABLE_PROJECT_LINKS = "unreachable_project_links"
+    #: Indicates that the source code repository for the package was not found.
+    SOURCE_CODE_REPO = "source_code_repo"
 
     #: Indicates that the package contains only one release.
     ONE_RELEASE = "one_release"

…cs/metadata/unreachable_project_links.py …_heuristics/metadata/source_code_repo.pysrc/macaron/malware_analyzer/pypi_heuristics/metadata/unreachable_project_links.py renamed to src/macaron/malware_analyzer/pypi_heuristics/metadata/source_code_repo.py src/macaron/malware_analyzer/pypi_heuristics/metadata/unreachable_project_links.py renamed to src/macaron/malware_analyzer/pypi_heuristics/metadata/source_code_repo.py

@@ -1,12 +1,10 @@
-# Copyright (c) 2024 - 2024, Oracle and/or its affiliates. All rights reserved.
+# Copyright (c) 2024 - 2025, Oracle and/or its affiliates. All rights reserved.
 # Licensed under the Universal Permissive License v 1.0 as shown at https://oss.oracle.com/licenses/upl/.
 
-"""The heuristic analyzer to check the project links."""
+"""The heuristic analyzer to check if a source code repo was found."""
 
 import logging
 
-import requests
-
 from macaron.json_tools import JsonType
 from macaron.malware_analyzer.pypi_heuristics.base_analyzer import BaseHeuristicAnalyzer
 from macaron.malware_analyzer.pypi_heuristics.heuristics import HeuristicResult, Heuristics
@@ -15,17 +13,17 @@
 logger: logging.Logger = logging.getLogger(__name__)
 
 
-class UnreachableProjectLinksAnalyzer(BaseHeuristicAnalyzer):
+class SourceCodeRepoAnalyzer(BaseHeuristicAnalyzer):
     """
-    Analyze the accessibility of the project links.
+    Analyze the accessibility of the source code repository.
 
-    If >= 1 project links are reachable, the analyzer consider the package as benign.
+    Passes if a repository was found and validated by the repo finder, otherwise fails.
     """
 
     def __init__(self) -> None:
         super().__init__(
-            name="unreachable_project_links_analyzer",
-            heuristic=Heuristics.UNREACHABLE_PROJECT_LINKS,
+            name="source_code_repo_analyzer",
+            heuristic=Heuristics.SOURCE_CODE_REPO,
             depends_on=[(Heuristics.EMPTY_PROJECT_LINK, HeuristicResult.PASS)],
         )
 
@@ -42,18 +40,7 @@ def analyze(self, pypi_package_json: PyPIPackageJsonAsset) -> tuple[HeuristicRes
         tuple[HeuristicResult, dict[str, JsonType]]:
             The result and related information collected during the analysis.
         """
-        project_links: dict | None = pypi_package_json.get_project_links()
-
-        if project_links is None:
-            return HeuristicResult.SKIP, {}
-
-        for link in project_links.values():
-            try:
-                response = requests.head(link, timeout=3)
-                if response.status_code < 400:
-                    return HeuristicResult.PASS, {}
-            except requests.exceptions.RequestException as error:
-                logger.debug(error)
-                continue
-
-        return HeuristicResult.FAIL, {}
+        # If a sourcecode repo exists, then this will have already been validated
+        if not pypi_package_json.component.repository:
+            return HeuristicResult.FAIL, {}
+        return HeuristicResult.PASS, {}

src/macaron/slsa_analyzer/checks/detect_malicious_metadata_check.py

@@ -20,8 +20,8 @@
 from macaron.malware_analyzer.pypi_heuristics.metadata.empty_project_link import EmptyProjectLinkAnalyzer
 from macaron.malware_analyzer.pypi_heuristics.metadata.high_release_frequency import HighReleaseFrequencyAnalyzer
 from macaron.malware_analyzer.pypi_heuristics.metadata.one_release import OneReleaseAnalyzer
+from macaron.malware_analyzer.pypi_heuristics.metadata.source_code_repo import SourceCodeRepoAnalyzer
 from macaron.malware_analyzer.pypi_heuristics.metadata.unchanged_release import UnchangedReleaseAnalyzer
-from macaron.malware_analyzer.pypi_heuristics.metadata.unreachable_project_links import UnreachableProjectLinksAnalyzer
 from macaron.malware_analyzer.pypi_heuristics.metadata.wheel_absence import WheelAbsenceAnalyzer
 from macaron.malware_analyzer.pypi_heuristics.pypi_sourcecode_analyzer import PyPISourcecodeAnalyzer
 from macaron.malware_analyzer.pypi_heuristics.sourcecode.suspicious_setup import SuspiciousSetupAnalyzer
@@ -69,7 +69,7 @@ class MaliciousMetadataFacts(CheckFacts):
 # When implementing new analyzer, appending the classes to this list
 ANALYZERS: list = [
     EmptyProjectLinkAnalyzer,
-    UnreachableProjectLinksAnalyzer,
+    SourceCodeRepoAnalyzer,
     OneReleaseAnalyzer,
     HighReleaseFrequencyAnalyzer,
     UnchangedReleaseAnalyzer,
@@ -97,7 +97,7 @@ class MaliciousMetadataFacts(CheckFacts):
 ] = {
     (
         HeuristicResult.FAIL,  # Empty Project
-        HeuristicResult.SKIP,  # Unreachable Project Links
+        HeuristicResult.SKIP,  # Source Code Repo
         HeuristicResult.FAIL,  # One Release
         HeuristicResult.SKIP,  # High Release Frequency
         HeuristicResult.SKIP,  # Unchanged Release
@@ -112,7 +112,7 @@ class MaliciousMetadataFacts(CheckFacts):
     ): Confidence.HIGH,
     (
         HeuristicResult.FAIL,  # Empty Project
-        HeuristicResult.SKIP,  # Unreachable Project Links
+        HeuristicResult.SKIP,  # Source Code Repo
         HeuristicResult.FAIL,  # One Release
         HeuristicResult.SKIP,  # High Release Frequency
         HeuristicResult.SKIP,  # Unchanged Release
@@ -127,7 +127,7 @@ class MaliciousMetadataFacts(CheckFacts):
     ): Confidence.HIGH,
     (
         HeuristicResult.FAIL,  # Empty Project
-        HeuristicResult.SKIP,  # Unreachable Project Links
+        HeuristicResult.SKIP,  # Source Code Repo
         HeuristicResult.PASS,  # One Release
         HeuristicResult.FAIL,  # High Release Frequency
         HeuristicResult.FAIL,  # Unchanged Release
@@ -141,7 +141,7 @@ class MaliciousMetadataFacts(CheckFacts):
     ): Confidence.HIGH,
     (
         HeuristicResult.FAIL,  # Empty Project
-        HeuristicResult.SKIP,  # Unreachable Project Links
+        HeuristicResult.SKIP,  # Source Code Repo
         HeuristicResult.PASS,  # One Release
         HeuristicResult.FAIL,  # High Release Frequency
         HeuristicResult.PASS,  # Unchanged Release
@@ -155,7 +155,7 @@ class MaliciousMetadataFacts(CheckFacts):
     ): Confidence.HIGH,
     (
         HeuristicResult.FAIL,  # Empty Project
-        HeuristicResult.SKIP,  # Unreachable Project Links
+        HeuristicResult.SKIP,  # Source Code Repo
         HeuristicResult.PASS,  # One Release
         HeuristicResult.FAIL,  # High Release Frequency
         HeuristicResult.FAIL,  # Unchanged Release
@@ -169,7 +169,7 @@ class MaliciousMetadataFacts(CheckFacts):
     ): Confidence.MEDIUM,
     (
         HeuristicResult.FAIL,  # Empty Project
-        HeuristicResult.SKIP,  # Unreachable Project Links
+        HeuristicResult.SKIP,  # Source Code Repo
         HeuristicResult.PASS,  # One Release
         HeuristicResult.FAIL,  # High Release Frequency
         HeuristicResult.FAIL,  # Unchanged Release
@@ -183,21 +183,21 @@ class MaliciousMetadataFacts(CheckFacts):
     ): Confidence.MEDIUM,
     (
         HeuristicResult.PASS,  # Empty Project
-        HeuristicResult.FAIL,  # Unreachable Project Links
+        HeuristicResult.FAIL,  # Source Code Repo
         HeuristicResult.PASS,  # One Release
         HeuristicResult.FAIL,  # High Release Frequency
         HeuristicResult.PASS,  # Unchanged Release
         HeuristicResult.FAIL,  # Closer Release Join Date
         HeuristicResult.FAIL,  # Suspicious Setup
         HeuristicResult.FAIL,  # Wheel Absence
         HeuristicResult.SKIP,  # Anomalous Version
-        # All project links are unreachable, frequent releases of multiple versions,
+        # No source code repo, frequent releases of multiple versions,
         # and the maintainer released it shortly after account registration.
         # The setup.py file contains suspicious imports and .whl file isn't present.
     ): Confidence.HIGH,
     (
         HeuristicResult.FAIL,  # Empty Project
-        HeuristicResult.SKIP,  # Unreachable Project Links
+        HeuristicResult.SKIP,  # Source Code Repo
         HeuristicResult.FAIL,  # One Release
         HeuristicResult.SKIP,  # High Release Frequency
         HeuristicResult.SKIP,  # Unchanged Release
@@ -212,7 +212,7 @@ class MaliciousMetadataFacts(CheckFacts):
     ): Confidence.MEDIUM,
     (
         HeuristicResult.FAIL,  # Empty Project
-        HeuristicResult.SKIP,  # Unreachable Project Links
+        HeuristicResult.SKIP,  # Source Code Repo
         HeuristicResult.FAIL,  # One Release
         HeuristicResult.SKIP,  # High Release Frequency
         HeuristicResult.SKIP,  # Unchanged Release
@@ -227,7 +227,7 @@ class MaliciousMetadataFacts(CheckFacts):
     ): Confidence.MEDIUM,
     (
         HeuristicResult.FAIL,  # Empty Project
-        HeuristicResult.SKIP,  # Unreachable Project Links
+        HeuristicResult.SKIP,  # Source Code Repo
         HeuristicResult.FAIL,  # One Release
         HeuristicResult.SKIP,  # High Release Frequency
         HeuristicResult.SKIP,  # Unchanged Release

tests/malware_analyzer/pypi/test_source_code_repo.py

@@ -0,0 +1,32 @@
+# Copyright (c) 2024 - 2025, Oracle and/or its affiliates. All rights reserved.
+# Licensed under the Universal Permissive License v 1.0 as shown at https://oss.oracle.com/licenses/upl/.
+
+"""Tests for heuristic detecting malicious metadata from PyPI"""
+
+from unittest.mock import MagicMock
+
+import pytest
+
+from macaron.malware_analyzer.pypi_heuristics.heuristics import HeuristicResult
+from macaron.malware_analyzer.pypi_heuristics.metadata.source_code_repo import SourceCodeRepoAnalyzer
+
+
+@pytest.mark.parametrize(
+    ("repository", "expected_result"),
+    [
+        pytest.param(None, HeuristicResult.FAIL, id="test_no_repo"),
+        pytest.param(
+            MagicMock(),
+            HeuristicResult.PASS,
+            id="test_valid_repo",
+        ),
+    ],
+)
+def test_repo_existence(
+    pypi_package_json: MagicMock, repository: MagicMock | None, expected_result: HeuristicResult
+) -> None:
+    """Test if the source code repo exists."""
+    pypi_package_json.component.repository = repository
+    analyzer = SourceCodeRepoAnalyzer()
+    result, _ = analyzer.analyze(pypi_package_json)
+    assert result == expected_result