Files
breakpilot-compliance/consent-tester/services/cmp_extractor.py
T
Benjamin Admin 8283483909 feat(consent-tester): Phase A — generic JSON cookie-policy heuristic
New module cmp_heuristic.py with:
- looks_like_cookie_policy(data): shape-based classifier (top-level keys
  cookies/categories/providers/vendors/purposes/cookieList/etc. + at
  least 2 name+description objects, or IAB TCF v2 vendors[]+purposes[])
- reconstruct_generic(data): walks JSON, extracts name + description
  fields + standalone prologue/dataController/persistence fields,
  emits flat German Markdown text (max 5000 words, dedup)

cmp_extractor.py wired so that AFTER named CMP matchers (epaas,
onetrust) fail, every JSON response on the page is tested for the
heuristic. If matched, payload is captured as '_heuristic' kind and
reconstructed via the generic walker.

This is Phase A of the 4-stage cascade (B-D follow). Unknown CMPs that
return JSON now work without hand-coding each one.

Pre-filter: skips response paths /api/config, /beacon, /track,
/analytics, /fonts/, /log/, /heartbeat/, /.well-known/ to avoid
spamming the heuristic on every Playwright load.
2026-05-16 22:56:20 +02:00

224 lines
8.5 KiB
Python

"""
CMP Extractor — capture Cookie-Policy data from Consent Management Platforms.
Many sites (BMW, Daimler, big enterprise) do NOT render their cookie policy as
static HTML. Instead, a JS widget loads structured data from a JSON endpoint
(BMW: ePaaS; OneTrust: /consent/<id>.json; Cookiebot: /uc.js; Usercentrics:
/settings/<id>.json) and renders it client-side after consent is given.
This module sniffs network responses while Playwright loads the page and, if
a CMP JSON is captured, reconstructs the cookie policy text. That bypasses the
"the rendered HTML container is empty" problem entirely.
Currently supported:
- ePaaS (BMW Group): policypage/.../<locale>.epaas.json
- OneTrust (placeholder): cdn.cookielaw.org/consent/<id>/<id>.json
Add more CMPs by extending `_MATCHERS` + a corresponding `_reconstruct_<cmp>`.
"""
from __future__ import annotations
import json
import logging
import re
from typing import TYPE_CHECKING
if TYPE_CHECKING:
from playwright.async_api import Page, Response
logger = logging.getLogger(__name__)
# URL patterns that identify a CMP policy JSON. Order matters — first match wins.
_MATCHERS: list[tuple[str, re.Pattern[str]]] = [
# BMW ePaaS: /epaas/prod/policypage/<tenant>/<config>/<locale>.epaas.json
# Use a tolerant pattern: any number of segments before .epaas.json
("epaas", re.compile(r"/epaas/prod/policypage/.+\.epaas\.json(\?|$)", re.I)),
("onetrust", re.compile(r"cdn\.cookielaw\.org/consent/[^/]+/[^/]+\.json", re.I)),
]
class CMPCapture:
"""Holds CMP-related JSON payloads captured during navigation."""
def __init__(self) -> None:
self.payloads: list[tuple[str, dict]] = [] # [(cmp_name, parsed_json), ...]
def attach(self, page: Page) -> None:
"""Hook the page's response event. Must be called BEFORE page.goto()."""
page.on("response", self._on_response)
async def _on_response(self, response: Response) -> None:
try:
url = response.url
if response.status != 200:
return
# 1) Named CMP matchers (highest quality)
for cmp_name, pattern in _MATCHERS:
if pattern.search(url):
data = await _parse_json_response(response)
if data is None:
return
self.payloads.append((cmp_name, data))
logger.info("CMP captured: %s (%s, ~%dKB)",
cmp_name, url[:120], len(json.dumps(data)) // 1024)
return
# 2) Generic shape-based heuristic for unknown CMPs.
# Only consider JSON responses ≥1KB (skip small config blobs).
content_type = (response.headers.get("content-type") or "").lower()
if "json" not in content_type:
return
# Cheap pre-filter: skip noisy paths (analytics, fonts, etc.)
url_lower = url.lower()
if any(skip in url_lower for skip in (
"/api/config", "/beacon", "/track", "/analytics",
"/fonts/", "/log/", "/heartbeat", "/.well-known/",
)):
return
data = await _parse_json_response(response)
if data is None:
return
from services.cmp_heuristic import looks_like_cookie_policy
if looks_like_cookie_policy(data):
self.payloads.append(("_heuristic", data))
logger.info("CMP captured: _heuristic (%s, ~%dKB)",
url[:120], len(json.dumps(data)) // 1024)
except Exception as e:
logger.debug("CMP listener error: %s", e)
def reconstruct_cookie_policy(self) -> str:
"""Build a single Cookie-Policy text from all captured payloads.
Returns empty string if nothing was captured or reconstruction fails.
Named CMPs take precedence over the generic heuristic (richer output).
"""
from services.cmp_heuristic import reconstruct_generic
parts: list[str] = []
for cmp_name, data in self.payloads:
try:
if cmp_name == "epaas":
parts.append(_reconstruct_epaas(data))
elif cmp_name == "onetrust":
parts.append(_reconstruct_onetrust(data))
elif cmp_name == "_heuristic":
parts.append(reconstruct_generic(data))
except Exception as e:
logger.warning("CMP %s reconstruction failed: %s", cmp_name, e)
return "\n\n".join(p for p in parts if p)
async def _parse_json_response(response: Response) -> dict | None:
"""Best-effort JSON parse from a Playwright Response."""
try:
return await response.json()
except Exception:
try:
body = await response.body()
return json.loads(body.decode("utf-8", errors="ignore"))
except Exception:
return None
def _reconstruct_epaas(d: dict) -> str:
"""Build a German Cookie-Policy from BMW ePaaS policy JSON.
Schema (observed 2026-05):
- policyPageMetadata: { heading, subHeading, prologue, dataController,
epilogue, persistencePurposeText, expiresAfter, ... }
- categories: [ { id, name, description, ... } ]
- providers: [ { id, name, purpose, country, persistencePurposeDescription, ... } ]
"""
meta = d.get("policyPageMetadata", {}) or {}
parts: list[str] = ["# Cookie-Richtlinie"]
for key in ("heading", "subHeading", "prologue", "dataController", "epilogue"):
val = meta.get(key)
if val:
parts.append("")
parts.append(_clean_html(str(val)))
cats = d.get("categories", []) or []
if cats:
parts.append("")
parts.append("## Cookie-Kategorien")
for c in cats:
name = c.get("name") or c.get("id") or ""
desc = c.get("description") or c.get("descriptionHtml") or ""
parts.append("")
parts.append(f"### {name}")
parts.append(_clean_html(str(desc)))
providers = d.get("providers", []) or []
if providers:
parts.append("")
parts.append(f"## Anbieter ({len(providers)})")
for p in providers:
name = p.get("name") or p.get("id") or ""
purpose = (p.get("purpose") or "").strip()
country = (p.get("country") or "").strip()
persistence = (p.get("persistencePurposeDescription") or "").strip()
line = f"- {name}"
if purpose:
line += f" — Zweck: {purpose}"
if country:
line += f" — Sitz: {country}"
if persistence:
line += f" — Speicherdauer: {persistence[:120]}"
parts.append(line)
if meta.get("expiresAfter"):
parts.append("")
parts.append(f"Speicherdauer: {meta['expiresAfter']}")
if meta.get("persistencePurposeText"):
parts.append(_clean_html(str(meta["persistencePurposeText"])))
return "\n".join(parts)
def _reconstruct_onetrust(d: dict) -> str:
"""Build a Cookie-Policy from OneTrust consent JSON.
Schema varies; common fields: Groups[].GroupName/Description, Cookies[].Name.
"""
parts: list[str] = ["# Cookie-Richtlinie (OneTrust)"]
groups = d.get("Groups") or d.get("groups") or []
for g in groups:
name = g.get("GroupName") or g.get("name") or ""
desc = g.get("GroupDescription") or g.get("description") or ""
parts.append("")
parts.append(f"## {name}")
parts.append(_clean_html(str(desc)))
cookies = g.get("Cookies") or g.get("cookies") or []
for c in cookies[:50]:
cn = c.get("Name") or c.get("name") or ""
cp = c.get("Provider") or c.get("provider") or ""
cd = c.get("description") or c.get("Description") or ""
ce = c.get("Length") or c.get("expires") or ""
line = f"- {cn}"
if cp:
line += f" ({cp})"
if cd:
line += f"{cd[:120]}"
if ce:
line += f" — Speicherdauer: {ce}"
parts.append(line)
return "\n".join(parts)
_TAG_RE = re.compile(r"<[^>]+>")
_WS_RE = re.compile(r"\s+")
def _clean_html(text: str) -> str:
"""Strip HTML tags and collapse whitespace."""
no_tags = _TAG_RE.sub(" ", text)
no_tags = (no_tags
.replace("&nbsp;", " ").replace("&amp;", "&")
.replace("&lt;", "<").replace("&gt;", ">")
.replace("&quot;", '"').replace("&#39;", "'"))
return _WS_RE.sub(" ", no_tags).strip()