feat(walmart): add __NEXT_DATA__ extraction

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CREDO23 2026-07-19 08:19:21 +02:00
parent be1fd0491f
commit dd3dba66af

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"""Extract Walmart's hidden Next.js JSON state from page HTML.
Every serious Walmart scraper (Scrapfly, Oxylabs, ScrapeOps, Apify) reads the
``<script id="__NEXT_DATA__">`` JSON blob rather than parsing the rendered DOM,
because Walmart obfuscates CSS classes and A/B-tests layout constantly. The JSON
shape is far more stable across redesigns.
``__APP_DATA__`` is the documented fallback anchor Walmart occasionally ships
instead during layout experiments.
"""
from __future__ import annotations
import json
import logging
import re
from typing import Any
logger = logging.getLogger(__name__)
_NEXT_DATA_RE = re.compile(r'<script id="__NEXT_DATA__"[^>]*>(.*?)</script>', re.DOTALL)
_APP_DATA_RE = re.compile(r'<script id="__APP_DATA__"[^>]*>(.*?)</script>', re.DOTALL)
def extract_next_data(html: str | None) -> dict[str, Any] | None:
"""Return the parsed Next.js state object, or ``None`` when absent/invalid.
Tries ``__NEXT_DATA__`` first, then the ``__APP_DATA__`` fallback so a single
Walmart layout experiment does not blank the whole extractor.
"""
if not html:
return None
for pattern in (_NEXT_DATA_RE, _APP_DATA_RE):
match = pattern.search(html)
if not match:
continue
try:
data = json.loads(match.group(1))
except (ValueError, TypeError):
logger.warning("Walmart hidden JSON present but did not parse")
continue
if isinstance(data, dict):
return data
return None
def dig(obj: Any, *keys: str | int) -> Any:
"""Walk nested dict/list keys, returning ``None`` on any miss.
Tolerates the layout drift between Walmart's ``initialData`` variants without
a cascade of ``if key in ...`` guards at every call site.
"""
current = obj
for key in keys:
if isinstance(key, int):
if not isinstance(current, list) or not -len(current) <= key < len(current):
return None
current = current[key]
else:
if not isinstance(current, dict) or key not in current:
return None
current = current[key]
return current
def initial_data(next_data: dict[str, Any]) -> dict[str, Any] | None:
"""The ``props.pageProps.initialData`` node shared by every page type."""
node = dig(next_data, "props", "pageProps", "initialData")
return node if isinstance(node, dict) else None