feat: indeed scraper orchestrator with pagination and dedupe

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CREDO23 2026-07-14 21:41:54 +02:00
parent 44f9f0301c
commit 824041ef7f

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"""Orchestrator for the Indeed scraper.
:func:`iter_indeed` streams flat job items from one warmed browser session:
``startUrls`` (search/company pages) or ``queries`` are paged by the ``start``
offset, deduped by ``jobKey``, and stopped on the first page that adds nothing.
:func:`scrape_indeed` collects the stream under a caller ``limit``.
Targets run sequentially on a single session a browser per target would cost
far more than the sequential paging it would save.
"""
from __future__ import annotations
import logging
from collections.abc import AsyncIterator
from typing import Any
from urllib.parse import parse_qsl, urlencode, urlparse, urlunparse
from .fetch import IndeedSession, now_iso, open_session
from .parsers import extract_jobcards_blob, job_results, parse_job
from .schemas import IndeedItem, IndeedScrapeInput
from .url_resolver import build_search_url, resolve_url
logger = logging.getLogger(__name__)
__all__ = ["iter_indeed", "scrape_indeed"]
# Indeed's search pagination increments the ``start`` offset by 10.
_PAGE_STEP = 10
# Indeed stops serving useful results past ~1000; cap pages well before that.
_MAX_PAGES = 10
def _emit(partial: dict[str, Any]) -> dict[str, Any]:
"""Stamp ``scrapedAt`` and normalize through the output model."""
return IndeedItem(**{**partial, "scrapedAt": now_iso()}).to_output()
def _with_start(url: str, start: int) -> str:
"""Return ``url`` with its ``start`` query param set (removed when 0)."""
parsed = urlparse(url)
params = [(k, v) for k, v in parse_qsl(parsed.query) if k != "start"]
if start:
params.append(("start", str(start)))
return urlunparse(parsed._replace(query=urlencode(params)))
async def _paginate(
session: IndeedSession, first_url: str, *, domain: str, max_items: int
) -> AsyncIterator[dict[str, Any]]:
"""Yield items across pages of one search/company URL, deduped by ``jobKey``."""
if max_items <= 0:
return
base_url = f"https://{domain}"
seen: set[str] = set()
emitted = 0
for page in range(_MAX_PAGES):
html = await session.fetch_html(_with_start(first_url, page * _PAGE_STEP))
raws = job_results(extract_jobcards_blob(html))
if not raws:
return
added = 0
for raw in raws:
item = parse_job(raw, base_url=base_url)
job_key = item.get("jobKey")
if isinstance(job_key, str):
if job_key in seen:
continue
seen.add(job_key)
yield _emit(item)
emitted += 1
added += 1
if emitted >= max_items:
return
if added == 0: # a whole page of duplicates: end of useful results
return
def _targets(input_model: IndeedScrapeInput) -> list[tuple[str, str]]:
"""Resolve inputs to ``(url, domain)`` search/company targets.
``startUrls`` take precedence over ``queries``. Job (``/viewjob``) URLs are
skipped here; detail enrichment is a separate flow.
"""
if input_model.startUrls:
out: list[tuple[str, str]] = []
for entry in input_model.startUrls:
resolved = resolve_url(entry.url)
if resolved is None or resolved.kind == "job":
logger.warning("[indeed] skipping unsupported URL: %s", entry.url)
continue
out.append((resolved.url, resolved.domain))
return out
domain = None
urls: list[tuple[str, str]] = []
for query in input_model.queries:
url = build_search_url(
query,
country=input_model.country,
location=input_model.location,
radius=input_model.radius,
job_type=input_model.jobType,
level=input_model.level,
remote=input_model.remote,
from_days=input_model.fromDays,
sort=input_model.sort,
)
domain = domain or urlparse(url).hostname or "www.indeed.com"
urls.append((url, domain))
return urls
async def iter_indeed(
input_model: IndeedScrapeInput, session: IndeedSession
) -> AsyncIterator[dict[str, Any]]:
"""Stream flat job items for every target, deduped by ``jobKey`` across all."""
global_seen: set[str] = set()
for url, domain in _targets(input_model):
async for item in _paginate(
session, url, domain=domain, max_items=input_model.maxItemsPerQuery
):
job_key = item.get("jobKey")
if isinstance(job_key, str):
if job_key in global_seen:
continue
global_seen.add(job_key)
yield item
async def scrape_indeed(
input_model: IndeedScrapeInput,
*,
limit: int | None = None,
session: IndeedSession | None = None,
) -> list[dict[str, Any]]:
"""Collect :func:`iter_indeed` into a list under an optional ``limit``.
Opens a warmed session when one is not supplied. ``limit`` is a request-time
guard, not a ceiling baked into the stream.
"""
from app.capabilities.core.progress import emit_progress
async def _collect(sess: IndeedSession) -> list[dict[str, Any]]:
results: list[dict[str, Any]] = []
async for item in iter_indeed(input_model, sess):
results.append(item)
emit_progress("scraping", current=len(results), total=limit, unit="item")
if limit is not None and len(results) >= limit:
break
return results
if session is not None:
return await _collect(session)
async with open_session() as sess:
return await _collect(sess)