Files
Auditor/theauditor/pattern_loader.py

202 lines
7.4 KiB
Python

"""Pattern loader for universal issue detection."""
import re
from dataclasses import dataclass, field
from pathlib import Path
import yaml
@dataclass
class Pattern:
"""Represents a single detection pattern."""
name: str
description: str
regex: str | None # Can be None if using AST pattern
languages: list[str]
severity: str
ast_pattern: dict | None = None # Optional AST pattern
confidence: float | None = None # Confidence score for the pattern
files: list[str] | None = None # File patterns to match
examples: list[str] | None = None # Example code that should match
counter_examples: list[str] | None = None # Example code that should NOT match
compiled_regex: re.Pattern | None = field(default=None, init=False, repr=False)
def __post_init__(self):
"""Compile regex pattern after initialization."""
if self.regex:
try:
self.compiled_regex = re.compile(self.regex, re.IGNORECASE | re.MULTILINE)
except re.error as e:
raise ValueError(f"Invalid regex in pattern '{self.name}': {e}") from e
def matches_language(self, language: str) -> bool:
"""Check if pattern applies to given language."""
return "*" in self.languages or language.lower() in [
lang.lower() for lang in self.languages
]
class PatternLoader:
"""Loads and manages detection patterns from YAML files."""
def __init__(self, patterns_dir: Path | None = None):
"""Initialize pattern loader.
Args:
patterns_dir: Directory containing pattern YAML files.
Defaults to theauditor/patterns/
"""
if patterns_dir is None:
patterns_dir = Path(__file__).parent / "patterns"
self.patterns_dir = Path(patterns_dir)
self.patterns: dict[str, list[Pattern]] = {}
self._loaded = False
def load_patterns(self, categories: list[str] | None = None) -> dict[str, list[Pattern]]:
"""Load patterns from YAML files.
Args:
categories: Optional list of categories to load (e.g., ['runtime_issues', 'db_issues'])
If None, loads all available patterns.
Returns:
Dictionary mapping category names to lists of patterns.
"""
if not self.patterns_dir.exists():
raise FileNotFoundError(f"Patterns directory not found: {self.patterns_dir}")
yaml_files = list(self.patterns_dir.glob("**/*.yml")) + list(self.patterns_dir.glob("**/*.yaml"))
if not yaml_files:
raise ValueError(f"No pattern files found in {self.patterns_dir}")
for yaml_file in yaml_files:
# Determine category from path relative to patterns_dir
rel_path = yaml_file.relative_to(self.patterns_dir)
# Category is the path without extension (e.g., "frameworks/react" for "frameworks/react.yml")
category = str(rel_path.with_suffix(''))
# Skip if category filtering is enabled and this isn't included
if categories and category not in categories:
continue
try:
patterns = self._load_yaml_file(yaml_file)
self.patterns[category] = patterns
except Exception as e:
# Log warning but continue loading other files
print(f"Warning: Failed to load {yaml_file}: {e}")
self._loaded = True
return self.patterns
def _load_yaml_file(self, file_path: Path) -> list[Pattern]:
"""Load patterns from a single YAML file.
Args:
file_path: Path to YAML file.
Returns:
List of Pattern objects.
"""
with open(file_path) as f:
data = yaml.safe_load(f)
if not isinstance(data, dict) or "patterns" not in data:
raise ValueError(f"Invalid pattern file format in {file_path}")
patterns = []
for pattern_data in data["patterns"]:
try:
pattern = Pattern(
name=pattern_data["name"],
description=pattern_data["description"],
regex=pattern_data.get("regex"), # Optional now
languages=pattern_data.get("languages", ["*"]),
severity=pattern_data.get("severity", "medium"),
ast_pattern=pattern_data.get("ast_pattern"), # Optional AST pattern
confidence=pattern_data.get("confidence"), # Optional confidence score
files=pattern_data.get("files"), # Optional file patterns
examples=pattern_data.get("examples"), # Optional examples
counter_examples=pattern_data.get("counter_examples"), # Optional counter examples
)
patterns.append(pattern)
except (KeyError, ValueError) as e:
print(f"Warning: Skipping invalid pattern in {file_path}: {e}")
return patterns
def get_patterns_for_language(self, language: str) -> list[Pattern]:
"""Get all patterns applicable to a specific language.
Args:
language: Programming language (e.g., 'python', 'javascript').
Returns:
List of applicable patterns.
"""
if not self._loaded:
self.load_patterns()
applicable_patterns = []
for category_patterns in self.patterns.values():
for pattern in category_patterns:
if pattern.matches_language(language):
applicable_patterns.append(pattern)
return applicable_patterns
def get_all_patterns(self) -> list[Pattern]:
"""Get all loaded patterns.
Returns:
List of all patterns from all categories.
"""
if not self._loaded:
self.load_patterns()
all_patterns = []
for category_patterns in self.patterns.values():
all_patterns.extend(category_patterns)
return all_patterns
def validate_patterns(self) -> dict[str, list[str]]:
"""Validate all loaded patterns.
Returns:
Dictionary of validation errors by category.
"""
if not self._loaded:
self.load_patterns()
errors = {}
for category, patterns in self.patterns.items():
category_errors = []
for pattern in patterns:
# Check for duplicate names within category
names = [p.name for p in patterns]
if names.count(pattern.name) > 1:
category_errors.append(f"Duplicate pattern name: {pattern.name}")
# Check severity values
valid_severities = ["critical", "high", "medium", "low"]
if pattern.severity not in valid_severities:
category_errors.append(
f"Invalid severity '{pattern.severity}' for pattern '{pattern.name}'"
)
# Check regex compilation (already done in Pattern.__post_init__)
# Only check if pattern has a regex (not AST-only patterns)
if pattern.regex and pattern.compiled_regex is None:
category_errors.append(f"Failed to compile regex for pattern '{pattern.name}'")
if category_errors:
errors[category] = category_errors
return errors