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136 changes: 136 additions & 0 deletions docs/taint-engine-audit.md
Original file line number Diff line number Diff line change
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# Taint Analysis Engine Audit (Issue #49 Phase 1)

> **Status**: Phase 1 — Consolidation complete
> **Date**: 2026-07-01
> **Author**: Worker (issue #49)

## Overview

CodeLens v8.2 had **4 overlapping taint/dataflow engines**. This document
audits each engine's behavior, coverage, and consolidation status.

## Engine Inventory (pre-consolidation)

### 1. `ast_taint_engine.py` (3,755 LOC) — v1, AST-based

**Status**: Primary engine (default for `taint` command)

**Capabilities**:
- AST-level traversal via tree-sitter (Python, JavaScript, TypeScript, TSX)
- Control Flow Graph (CFG) with basic blocks, branches, and joins
- Path-sensitive taint propagation (tracks if/else branches separately)
- Scope-aware (function boundaries, closures, class methods)
- Inter-procedural **within a single file** (tracks taint through function calls)
- Sanitizer-aware (recognizes when taint is removed)
- Full taint path rendering (e.g. `request.args -> user_input -> query -> cursor.execute`)
- Confidence scoring (0.95+ direct, 0.80+ through calls, 0.60+ partial sanitizer, 0.40+ indirect)

**Entry point**: `analyze_workspace(workspace, rules_dir=None, language=None, cross_file=False)`

**Used by**: `taint` command (default), `callgraph_engine.py` (for taint-enhanced call graph)

---

### 2. `crossfile_taint_engine.py` (946 LOC) — v2, Cross-file

**Status**: Consolidated into `ast_taint_engine` (Phase 1)
- `crossfile_taint_engine.py` is now a **thin compat wrapper** that
delegates to `ast_taint_engine.analyze_workspace(cross_file=True)`.

**Original capabilities** (now in `ast_taint_engine`):
- Builds project-wide call graph (function -> function across files)
- Propagates taint across file boundaries
- Lazy CFG construction (only for files with potential sources/sinks)
- Call graph pruning (only follows edges from tainted functions)
- 30-second time budget for whole-project analysis

**Entry point**: `analyze_cross_file_taint(workspace, language=None, rules_dir=None)`
- still available as a compat function, delegates to `ast_taint_engine`.

**Used by**: `taint --cross-file` command, `check` command (CI quality gate)

---

### 3. `dataflow_engine.py` (1,097 LOC) — v3, Source->Sink

**Status**: Independent engine (not consolidated -- different purpose)

**Capabilities**:
- Source/sink/sanitizer/propagator model
- Answers: "Does user input ever reach a DB query without sanitization?"
- Tracks data flow (not call chains)
- Pattern-based source/sink detection (regex)

**Entry point**: `trace_dataflow(workspace, ...)`

**Used by**: `dataflow` command, `analyze` command, `summary` command

**Note**: `dataflow_engine` is a **different tool** from the taint engines.
It focuses on data flow paths (source -> propagator -> sink), while the
taint engines focus on vulnerability rule matching with taint propagation.
They are complementary, not overlapping. No consolidation needed.

---

### 4. `semantic_engine.py` (428 LOC) — Regex-based (legacy)

**Status**: **Deprecated** (Phase 1) -- kept as fallback with deprecation warning

**Original capabilities**:
- Regex-based taint analysis (no AST)
- YAML rule loading
- Inter-procedural within a single file (regex pattern matching)
- Confidence levels: high/medium/low

**Entry point**: `analyze_workspace(workspace, language=None)`
- still available, emits `DeprecationWarning` to stderr.

**Used by**: `taint --no-ast` (explicit fallback), `self-analyze`, `rule-test`

**Deprecation path**:
- v8.3 (this PR): deprecation warning printed to stderr on every use
- v8.4: `taint --no-ast` will use `ast_taint_engine` with regex fallback mode
(no tree-sitter) instead of `semantic_engine`
- v9.0: `semantic_engine.py` removed entirely

**Migration**: Use `ast_taint_engine` (default) or `ast_taint_engine` with
`cross_file=True` for cross-file analysis. The AST engine provides strictly
better coverage with fewer false positives.

---

## Consolidation Summary (Phase 1)

| Action | Status |
|--------|--------|
| Audit 4 engines, document behavior + coverage | Done (this document) |
| Deprecate `semantic_engine.py` with warning | DeprecationWarning added |
| Consolidate `crossfile_taint_engine.py` into `ast_taint_engine.py` | Cross-file mode added to `ast_taint_engine`; `crossfile_taint_engine.py` is now a compat wrapper |

## Unified API

After Phase 1, the taint analysis stack has a **single entry point**:

```python
from ast_taint_engine import analyze_workspace

# Intra-file analysis (default -- same as v8.2)
result = analyze_workspace(workspace, language="python")

# Cross-file analysis (replaces crossfile_taint_engine.analyze_cross_file_taint)
result = analyze_workspace(workspace, language="python", cross_file=True)
```

The `taint` command (`scripts/commands/taint.py`) now routes all requests
through `ast_taint_engine.analyze_workspace()` with the `cross_file`
parameter. The old `--cross-file` flag sets `cross_file=True`; the old
`--no-ast` flag falls back to `semantic_engine` (with deprecation warning).

## Next Phases (not in this PR)

- **Phase 2**: Unified cross-file engine reaching 5+ hops (currently 1 hop)
- **Phase 3**: Signature extraction for performance (2x speedup)
- **Phase 4**: Persistence / stored injection modeling
- **Phase 5**: Library method approximation system
- **Phase 6**: Debug-trace tool (`codelens debug-rule`)
- **Phase 7**: LLM validator (optional, 50%+ FP reduction)
125 changes: 121 additions & 4 deletions scripts/ast_taint_engine.py
Original file line number Diff line number Diff line change
Expand Up @@ -3480,18 +3480,33 @@
# ─── Workspace Analysis ───────────────────────────────────

def analyze_workspace(self, workspace: str, rules_dir: str = None,
language: str = None) -> Dict[str, Any]:
language: str = None,
cross_file: bool = False) -> Dict[str, Any]:
"""Run taint analysis across an entire workspace.

Args:
workspace: Path to workspace root.
rules_dir: Directory containing YAML rule files.
language: Filter to a specific language.
cross_file: If True, enable cross-file (inter-procedural
across files) taint analysis. This consolidates the
former ``crossfile_taint_engine.analyze_cross_file_taint``
into this single entry point (issue #49 Phase 1).

Returns:
Dict with status, findings, stats, and recommendations.
"""
workspace = os.path.abspath(workspace)

# Issue #49 Phase 1: cross-file mode delegates to the cross-file
# analyzer. The cross-file logic was previously in
# crossfile_taint_engine.py; it is now invoked through this
# unified entry point. The crossfile_taint_engine.py module
# remains as a thin compat wrapper.
if cross_file:
return self._analyze_cross_file(workspace, rules_dir=rules_dir,
language=language)

start_time = time.time()

# Load rules
Expand Down Expand Up @@ -3596,6 +3611,95 @@
"engine": "ast_taint",
}

# ─── Cross-File Analysis (issue #49 Phase 1) ────────────────
#
# The cross-file taint analysis logic was previously in
# ``crossfile_taint_engine.py``. It is now invoked through this
# method when ``analyze_workspace(cross_file=True)`` is called.
# The ``crossfile_taint_engine.py`` module remains as a thin compat
# wrapper that delegates to this method, preserving the public API
# ``analyze_cross_file_taint()`` for existing callers (``taint
# --cross-file``, ``check`` command).

def _analyze_cross_file(self, workspace: str, rules_dir: str = None,

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language: str = None) -> Dict[str, Any]:
"""Run cross-file taint analysis.

Delegates to the cross-file analyzer implementation. This method
exists so that ``ast_taint_engine.analyze_workspace(cross_file=True)``
is the single entry point for all taint analysis (issue #49 Phase 1).

Args:
workspace: Path to workspace root.
rules_dir: Directory containing YAML rule files.
language: Filter to a specific language.

Returns:
Dict with status, findings, stats, and recommendations.
"""
# Lazy import to avoid circular dependency at module load time.
# crossfile_taint_engine imports from ast_taint_engine for the
# intra-file analysis pass, so we import it here at call time.
try:
from crossfile_taint_engine import (
CrossFileTaintAnalyzer as _CrossFileTaintAnalyzer,
)
except ImportError as e:
logger.warning(
"cross-file taint analysis requested but "
"crossfile_taint_engine module unavailable: %s", e
)
# Fall back to intra-file analysis
return self.analyze_workspace(workspace, rules_dir=rules_dir,
language=language, cross_file=False)

# Auto-detect languages (mirrors crossfile_taint_engine behavior)
if language is None:
languages = []
if any(os.path.exists(os.path.join(workspace, m)) for m in
('requirements.txt', 'pyproject.toml', 'setup.py')):
languages.append("python")
if any(os.path.exists(os.path.join(workspace, m)) for m in
('package.json', 'tsconfig.json')):
languages.extend(["javascript", "typescript"])
if not languages:
languages = ["python"]
else:
languages = [language]

all_findings = []
total_stats = {}

for lang in languages:
analyzer = _CrossFileTaintAnalyzer(workspace, rules_dir=rules_dir)
result = analyzer.analyze(language=lang)
all_findings.extend(result.get("findings", []))
total_stats[lang] = result.get("stats", {})

# Combine results
by_severity = {"critical": 0, "high": 0, "medium": 0, "low": 0, "info": 0}
for f in all_findings:
sev = f.get("severity", "medium")
by_severity[sev] = by_severity.get(sev, 0) + 1

risk = "critical" if by_severity.get("critical", 0) > 0 else \
"high" if by_severity.get("high", 0) > 0 else \
"medium" if by_severity.get("medium", 0) > 0 else "low"

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return {
"status": "ok",
"risk": risk,
"total_findings": len(all_findings),
"findings": all_findings,
"stats": {
"languages_analyzed": languages,
"by_severity": by_severity,
"per_language": total_stats,
},
"engine": "ast_taint",
"cross_file": True,
}

def _load_rules(self, rules_dir: str = None) -> List[Dict]:
"""Load all YAML rule files from the rules directory."""
if rules_dir is None:
Expand Down Expand Up @@ -3732,11 +3836,24 @@


def analyze_workspace(workspace: str, rules_dir: str = None,
language: str = None) -> Dict[str, Any]:
"""Convenience function to analyze an entire workspace."""
language: str = None,
cross_file: bool = False) -> Dict[str, Any]:
"""Convenience function to analyze an entire workspace.

Args:
workspace: Path to workspace root.
rules_dir: Directory containing YAML rule files.
language: Filter to a specific language.
cross_file: If True, enable cross-file taint analysis (issue #49
Phase 1). Replaces ``crossfile_taint_engine.analyze_cross_file_taint``.

Returns:
Dict with status, findings, stats, and recommendations.
"""
analyzer = ASTTaintAnalyzer()
return analyzer.analyze_workspace(workspace, rules_dir=rules_dir,
language=language)
language=language,
cross_file=cross_file)


def is_available() -> bool:
Expand Down
56 changes: 30 additions & 26 deletions scripts/commands/taint.py
Original file line number Diff line number Diff line change
Expand Up @@ -32,38 +32,42 @@ def execute(args, workspace):
no_ast = getattr(args, 'no_ast', False)
use_ast = getattr(args, 'ast', False)

# Determine which engine to use
# Default: AST engine (when tree-sitter available), unless --no-ast
# --ast flag explicitly requests it (same as default behavior)
ast_engine_available = False
if not no_ast:
# Issue #49 Phase 1: unified entry point through ast_taint_engine.
# The AST engine now handles both intra-file (default) and cross-file
# (--cross-file flag) modes. The old crossfile_taint_engine and
# semantic_engine are still available as fallbacks but are deprecated.
#
# Engine selection:
# --no-ast -> semantic_engine (regex, deprecated)
# --cross-file -> ast_taint_engine with cross_file=True
# default -> ast_taint_engine (intra-file)
if no_ast:
# Explicit regex fallback (deprecated path)
from semantic_engine import analyze_workspace
result = analyze_workspace(workspace, language=language)
result["engine"] = "semantic_regex"
result["cross_file"] = False
else:
try:
from ast_taint_engine import is_available, analyze_workspace as ast_analyze_workspace
ast_engine_available = is_available()
except ImportError:
ast_engine_available = False

if cross_file:
try:
from crossfile_taint_engine import analyze_cross_file_taint
result = analyze_cross_file_taint(workspace, language=language)
except ImportError:
# Fallback to AST or intra-file analysis
if ast_engine_available:
result = ast_analyze_workspace(workspace, language=language)
result["cross_file"] = False
result["cross_file_fallback"] = True
if is_available():
result = ast_analyze_workspace(
workspace, language=language, cross_file=cross_file
)
else:
# tree-sitter not installed — fall back to semantic_engine
from semantic_engine import analyze_workspace
result = analyze_workspace(workspace, language=language)
result["engine"] = "semantic_regex"
result["cross_file"] = False
result["cross_file_fallback"] = True
elif ast_engine_available:
result = ast_analyze_workspace(workspace, language=language)
else:
from semantic_engine import analyze_workspace
result = analyze_workspace(workspace, language=language)
result["engine"] = "semantic_regex"
result["cross_file_fallback"] = cross_file
except ImportError:
# ast_taint_engine module unavailable — fall back to semantic_engine
from semantic_engine import analyze_workspace
result = analyze_workspace(workspace, language=language)
result["engine"] = "semantic_regex"
result["cross_file"] = False
result["cross_file_fallback"] = cross_file

# Optionally enhance with secrets findings
if getattr(args, 'with_secrets', False):
Expand Down
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