feat(pipeline): Purple Carrot scraper hardening + shared pipeline logging

scrape_recipes.py:
- Switch CDX to HTTPS (avoids HTTP 503 rate-limit bucket)
- Restrict product API CDX to 2019–2021 window (pre-HelloFresh instruction stripping)
- Replace inline CDX requests with _cdx_get() helper: retries on 429/503 with
  exponential backoff (15s, 30s, 60s, 120s)
- Increase HTML fallback CDX limit from 5 to 10 timestamps
- Bump CDX_DELAY 0.5s → 3.0s and REPLAY_DELAY 1.2s → 2.0s (polite scraping)
- Fix KeyError: 0 on hero_images dict (normalise dict to list before indexing)

discover_wayback.py:
- Switch CDX to HTTPS

scripts/pipeline/log_utils.py (new):
- attach_pipeline_log(script_name): adds a JSON FileHandler to the root logger
  writing to /Library/Assets/logs/pipeline/<script>_<ts>.jsonl for Avocet
  Turnstone training data ingestion (kiwi#141 / avocet#67)

scripts/pipeline/log_utils.py

@@ -0,0 +1,68 @@
+"""
+Pipeline logging utility.
+
+Adds a structured JSON FileHandler to the root logger so every pipeline
+script automatically writes machine-readable logs to the shared datastore
+at /Library/Assets/logs/pipeline/.  Avocet ingests these for Turnstone
+logreading training (kiwi#141 / avocet#67).
+
+Usage (add near the top of main() after logging.basicConfig):
+
+    from scripts.pipeline.log_utils import attach_pipeline_log
+    attach_pipeline_log("scrape_recipes")
+"""
+from __future__ import annotations
+
+import json
+import logging
+import os
+from datetime import datetime, timezone
+from pathlib import Path
+
+PIPELINE_LOG_DIR = Path(
+    os.environ.get("PIPELINE_LOG_DIR", "/Library/Assets/logs/pipeline")
+)
+
+
+class _JsonFormatter(logging.Formatter):
+    def format(self, record: logging.LogRecord) -> str:
+        payload: dict = {
+            "ts": datetime.fromtimestamp(record.created, tz=timezone.utc).isoformat(),
+            "level": record.levelname,
+            "logger": record.name,
+            "msg": record.getMessage(),
+        }
+        if record.exc_info:
+            payload["exc"] = self.formatException(record.exc_info)
+        # Any extra kwargs passed via logger.info("...", extra={...})
+        standard = {
+            "name", "msg", "args", "levelname", "levelno", "pathname",
+            "filename", "module", "exc_info", "exc_text", "stack_info",
+            "lineno", "funcName", "created", "msecs", "relativeCreated",
+            "thread", "threadName", "processName", "process", "message",
+            "taskName",
+        }
+        extra = {k: v for k, v in record.__dict__.items() if k not in standard}
+        if extra:
+            payload["extra"] = extra
+        return json.dumps(payload)
+
+
+def attach_pipeline_log(script_name: str) -> Path:
+    """Attach a JSON file handler to the root logger for pipeline logging.
+
+    Returns the path of the log file created.
+    """
+    PIPELINE_LOG_DIR.mkdir(parents=True, exist_ok=True)
+    ts = datetime.now(tz=timezone.utc).strftime("%Y%m%dT%H%M%S")
+    log_path = PIPELINE_LOG_DIR / f"{script_name}_{ts}.jsonl"
+
+    handler = logging.FileHandler(log_path, encoding="utf-8")
+    handler.setLevel(logging.DEBUG)
+    handler.setFormatter(_JsonFormatter())
+    logging.getLogger().addHandler(handler)
+
+    logging.getLogger(__name__).info(
+        "Pipeline log: %s", log_path, extra={"script": script_name}
+    )
+    return log_path

scripts/pipeline/purple_carrot/discover_wayback.py

@@ -31,7 +31,7 @@ import requests
 
 logger = logging.getLogger(__name__)
 
-CDX_BASE = "http://web.archive.org/cdx/search/cdx"
+CDX_BASE = "https://web.archive.org/cdx/search/cdx"
 WB_BASE = "https://web.archive.org/web"
 PC_HOST = "www.purplecarrot.com"
 
@@ -291,6 +291,9 @@ def main() -> None:
         format="%(asctime)s %(levelname)s %(name)s: %(message)s",
     )
 
+    from scripts.pipeline.log_utils import attach_pipeline_log
+    attach_pipeline_log("discover_wayback")
+
     discover(args.out)
 
 

scripts/pipeline/purple_carrot/scrape_recipes.py

@@ -37,12 +37,12 @@ import requests
 
 logger = logging.getLogger(__name__)
 
-CDX_BASE = "http://web.archive.org/cdx/search/cdx"
+CDX_BASE = "https://web.archive.org/cdx/search/cdx"
 WB_BASE = "https://web.archive.org/web"
 PC_HOST = "www.purplecarrot.com"
 
-REPLAY_DELAY = 1.2
+REPLAY_DELAY = 2.0
-CDX_DELAY = 0.5
+CDX_DELAY = 3.0    # archive.org CDX rate-limits aggressively; be polite
 
 DEFAULT_SLUGS = Path("/Library/Assets/kiwi/pipeline/pc_slugs.jsonl")
 DEFAULT_OUT = Path("/Library/Assets/kiwi/pipeline/recipes_purplecarrot.parquet")
@@ -54,29 +54,41 @@ _REDUX_STATE_RE = re.compile(r'window\.__INITIAL_STATE__\s*=\s*(\{.*?\});\s*\n',
 
 # ── Wayback helpers ───────────────────────────────────────────────────────────
 
-def _cdx_timestamps(slug: str) -> list[str]:
+def _cdx_get(params: dict) -> list:
-    """Return all captured timestamps for a product slug, oldest first."""
+    """CDX request with retry on 429/503 (archive.org rate-limits aggressively)."""
-    url = f"{PC_HOST}/api/v1/products/{slug}"
+    for attempt in range(4):
         try:
-        resp = requests.get(
+            resp = requests.get(CDX_BASE, params=params, timeout=25)
-            CDX_BASE,
+            if resp.status_code in (429, 503):
-            params={
+                wait = 15 * (2 ** attempt)
-                "url": url,
+                logger.debug("CDX %s — backing off %ds", resp.status_code, wait)
+                time.sleep(wait)
+                continue
+            resp.raise_for_status()
+            rows = resp.json()
+            return rows if rows else []
+        except Exception as exc:
+            logger.debug("CDX attempt %d failed: %s", attempt + 1, exc)
+            time.sleep(5 * (attempt + 1))
+    return []
+
+
+def _cdx_timestamps(slug: str) -> list[str]:
+    """Return captured timestamps for a product slug, oldest first (pre-2022 window)."""
+    rows = _cdx_get({
+        "url": f"{PC_HOST}/api/v1/products/{slug}",
         "output": "json",
         "fl": "timestamp,statuscode",
         "filter": "statuscode:200",
         "limit": "20",
-            },
+        # Pre-HelloFresh-acquisition captures (2019-2021) are most likely
-            timeout=20,
+        # to have full instructions — API stripped them post-acquisition.
-        )
+        "from": "20190101",
-        resp.raise_for_status()
+        "to": "20211231",
-        rows = resp.json()
+    })
     if len(rows) < 2:
         return []
     return [row[0] for row in rows[1:]]  # timestamps only, oldest first
-    except Exception as exc:
-        logger.debug("CDX timestamps failed for %s: %s", slug, exc)
-        return []
 
 
 def _wayback_json(url: str, timestamp: str) -> Any | None:
@@ -172,6 +184,9 @@ def _extract_from_api(data: dict) -> dict | None:
     description = sku.get("description") or ""
 
     images = sku.get("hero_images") or sku.get("image_versions") or []
+    # hero_images can be a list OR a dict keyed by size string — normalise to list
+    if isinstance(images, dict):
+        images = list(images.values())
     image_url = ""
     if images and isinstance(images[0], dict):
         image_url = images[0].get("image_url") or images[0].get("url") or ""
@@ -319,23 +334,14 @@ def fetch_recipe(slug: str, manifest_meta: dict) -> dict | None:
 
     # HTML fallback when API has no steps/ingredients
     if not recipe or not recipe.get("has_full_recipe"):
-        html_cdx_url = f"{PC_HOST}/recipe/{slug}"
+        html_ts_rows = _cdx_get({
-        try:
+            "url": f"{PC_HOST}/recipe/{slug}",
-            html_resp = requests.get(
-                CDX_BASE,
-                params={
-                    "url": html_cdx_url,
             "output": "json",
             "fl": "timestamp,statuscode",
             "filter": "statuscode:200",
-                    "limit": "5",
+            "limit": "10",
-                },
+        })
-                timeout=20,
-            )
-            html_ts_rows = html_resp.json() if html_resp.ok else []
         html_timestamps = [row[0] for row in html_ts_rows[1:]] if len(html_ts_rows) > 1 else []
-        except Exception:
-            html_timestamps = []
         time.sleep(CDX_DELAY)
 
         for ts in html_timestamps:
@@ -522,6 +528,9 @@ def main() -> None:
         format="%(asctime)s %(levelname)s %(name)s: %(message)s",
     )
 
+    from scripts.pipeline.log_utils import attach_pipeline_log
+    attach_pipeline_log("scrape_recipes")
+
     scrape(args.slugs, args.out, resume=args.resume)