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"""This module implements the Scraper component which parses responses and
extracts information from them"""
from __future__ import annotations
import logging
import warnings
from collections import deque
from collections.abc import AsyncIterator
from typing import TYPE_CHECKING, Any, TypeVar, Union
from twisted.internet.defer import Deferred, inlineCallbacks, maybeDeferred
from twisted.python.failure import Failure
from scrapy import Spider, signals
from scrapy.core.spidermw import SpiderMiddlewareManager
from scrapy.exceptions import (
CloseSpider,
DropItem,
IgnoreRequest,
ScrapyDeprecationWarning,
)
from scrapy.http import Request, Response
from scrapy.utils.defer import (
_defer_sleep,
aiter_errback,
deferred_f_from_coro_f,
deferred_from_coro,
iter_errback,
maybe_deferred_to_future,
parallel,
parallel_async,
)
from scrapy.utils.log import failure_to_exc_info, logformatter_adapter
from scrapy.utils.misc import load_object, warn_on_generator_with_return_value
from scrapy.utils.spider import iterate_spider_output
if TYPE_CHECKING:
from collections.abc import Generator, Iterable
from scrapy.crawler import Crawler
from scrapy.logformatter import LogFormatter
from scrapy.pipelines import ItemPipelineManager
from scrapy.signalmanager import SignalManager
logger = logging.getLogger(__name__)
_T = TypeVar("_T")
QueueTuple = tuple[Union[Response, Failure], Request, Deferred[None]]
class Slot:
"""Scraper slot (one per running spider)"""
MIN_RESPONSE_SIZE = 1024
def __init__(self, max_active_size: int = 5000000):
self.max_active_size: int = max_active_size
self.queue: deque[QueueTuple] = deque()
self.active: set[Request] = set()
self.active_size: int = 0
self.itemproc_size: int = 0
self.closing: Deferred[Spider] | None = None
def add_response_request(
self, result: Response | Failure, request: Request
) -> Deferred[None]:
# this Deferred will be awaited in enqueue_scrape()
deferred: Deferred[None] = Deferred()
self.queue.append((result, request, deferred))
if isinstance(result, Response):
self.active_size += max(len(result.body), self.MIN_RESPONSE_SIZE)
else:
self.active_size += self.MIN_RESPONSE_SIZE
return deferred
def next_response_request_deferred(self) -> QueueTuple:
result, request, deferred = self.queue.popleft()
self.active.add(request)
return result, request, deferred
def finish_response(self, result: Response | Failure, request: Request) -> None:
self.active.remove(request)
if isinstance(result, Response):
self.active_size -= max(len(result.body), self.MIN_RESPONSE_SIZE)
else:
self.active_size -= self.MIN_RESPONSE_SIZE
def is_idle(self) -> bool:
return not (self.queue or self.active)
def needs_backout(self) -> bool:
return self.active_size > self.max_active_size
class Scraper:
def __init__(self, crawler: Crawler) -> None:
self.slot: Slot | None = None
self.spidermw: SpiderMiddlewareManager = SpiderMiddlewareManager.from_crawler(
crawler
)
itemproc_cls: type[ItemPipelineManager] = load_object(
crawler.settings["ITEM_PROCESSOR"]
)
self.itemproc: ItemPipelineManager = itemproc_cls.from_crawler(crawler)
self.concurrent_items: int = crawler.settings.getint("CONCURRENT_ITEMS")
self.crawler: Crawler = crawler
self.signals: SignalManager = crawler.signals
assert crawler.logformatter
self.logformatter: LogFormatter = crawler.logformatter
@inlineCallbacks
def open_spider(self, spider: Spider) -> Generator[Deferred[Any], Any, None]:
"""Open the given spider for scraping and allocate resources for it"""
self.slot = Slot(self.crawler.settings.getint("SCRAPER_SLOT_MAX_ACTIVE_SIZE"))
yield self.itemproc.open_spider(spider)
def close_spider(self, spider: Spider | None = None) -> Deferred[Spider]:
"""Close a spider being scraped and release its resources"""
if spider is not None:
warnings.warn(
"Passing a 'spider' argument to Scraper.close_spider() is deprecated.",
category=ScrapyDeprecationWarning,
stacklevel=2,
)
if self.slot is None:
raise RuntimeError("Scraper slot not assigned")
self.slot.closing = Deferred()
self.slot.closing.addCallback(self.itemproc.close_spider)
self._check_if_closing()
return self.slot.closing
def is_idle(self) -> bool:
"""Return True if there isn't any more spiders to process"""
return not self.slot
def _check_if_closing(self) -> None:
assert self.slot is not None # typing
if self.slot.closing and self.slot.is_idle():
assert self.crawler.spider
self.slot.closing.callback(self.crawler.spider)
@inlineCallbacks
def enqueue_scrape(
self, result: Response | Failure, request: Request, spider: Spider | None = None
) -> Generator[Deferred[Any], Any, None]:
if spider is not None:
warnings.warn(
"Passing a 'spider' argument to Scraper.enqueue_scrape() is deprecated.",
category=ScrapyDeprecationWarning,
stacklevel=2,
)
if self.slot is None:
raise RuntimeError("Scraper slot not assigned")
dfd = self.slot.add_response_request(result, request)
self._scrape_next()
try:
yield dfd
except Exception:
logger.error(
"Scraper bug processing %(request)s",
{"request": request},
exc_info=True,
extra={"spider": self.crawler.spider},
)
finally:
self.slot.finish_response(result, request)
self._check_if_closing()
self._scrape_next()
def _scrape_next(self) -> None:
assert self.slot is not None # typing
while self.slot.queue:
result, request, deferred = self.slot.next_response_request_deferred()
self._scrape(result, request).chainDeferred(deferred)
@deferred_f_from_coro_f
async def _scrape(self, result: Response | Failure, request: Request) -> None:
"""Handle the downloaded response or failure through the spider callback/errback."""
if not isinstance(result, (Response, Failure)):
raise TypeError(
f"Incorrect type: expected Response or Failure, got {type(result)}: {result!r}"
)
assert self.crawler.spider
output: Iterable[Any] | AsyncIterator[Any]
if isinstance(result, Response):
try:
# call the spider middlewares and the request callback with the response
output = await maybe_deferred_to_future(
self.spidermw.scrape_response( # type: ignore[arg-type]
self.call_spider, result, request, self.crawler.spider
)
)
except Exception:
self.handle_spider_error(Failure(), request, result)
else:
await self.handle_spider_output_async(output, request, result)
return
try:
# call the request errback with the downloader error
output = await self.call_spider_async(result, request)
except Exception as spider_exc:
# the errback didn't silence the exception
if not result.check(IgnoreRequest):
logkws = self.logformatter.download_error(
result, request, self.crawler.spider
)
logger.log(
*logformatter_adapter(logkws),
extra={"spider": self.crawler.spider},
exc_info=failure_to_exc_info(result),
)
if spider_exc is not result.value:
# the errback raised a different exception, handle it
self.handle_spider_error(Failure(), request, result)
else:
await self.handle_spider_output_async(output, request, result)
def call_spider(
self, result: Response | Failure, request: Request, spider: Spider | None = None
) -> Deferred[Iterable[Any] | AsyncIterator[Any]]:
if spider is not None:
warnings.warn(
"Passing a 'spider' argument to Scraper.call_spider() is deprecated.",
category=ScrapyDeprecationWarning,
stacklevel=2,
)
return deferred_from_coro(self.call_spider_async(result, request))
async def call_spider_async(
self, result: Response | Failure, request: Request
) -> Iterable[Any] | AsyncIterator[Any]:
"""Call the request callback or errback with the response or failure."""
await maybe_deferred_to_future(_defer_sleep())
assert self.crawler.spider
if isinstance(result, Response):
if getattr(result, "request", None) is None:
result.request = request
assert result.request
callback = result.request.callback or self.crawler.spider._parse
warn_on_generator_with_return_value(self.crawler.spider, callback)
output = callback(result, **result.request.cb_kwargs)
else: # result is a Failure
# TODO: properly type adding this attribute to a Failure
result.request = request # type: ignore[attr-defined]
if not request.errback:
result.raiseException()
warn_on_generator_with_return_value(self.crawler.spider, request.errback)
output = request.errback(result)
if isinstance(output, Failure):
output.raiseException()
# else the errback returned actual output (like a callback),
# which needs to be passed to iterate_spider_output()
return await maybe_deferred_to_future(
maybeDeferred(iterate_spider_output, output)
)
def handle_spider_error(
self,
_failure: Failure,
request: Request,
response: Response | Failure,
spider: Spider | None = None,
) -> None:
"""Handle an exception raised by a spider callback or errback."""
if spider is not None:
warnings.warn(
"Passing a 'spider' argument to Scraper.handle_spider_error() is deprecated.",
category=ScrapyDeprecationWarning,
stacklevel=2,
)
assert self.crawler.spider
exc = _failure.value
if isinstance(exc, CloseSpider):
assert self.crawler.engine is not None # typing
self.crawler.engine.close_spider(
self.crawler.spider, exc.reason or "cancelled"
)
return
logkws = self.logformatter.spider_error(
_failure, request, response, self.crawler.spider
)
logger.log(
*logformatter_adapter(logkws),
exc_info=failure_to_exc_info(_failure),
extra={"spider": self.crawler.spider},
)
self.signals.send_catch_log(
signal=signals.spider_error,
failure=_failure,
response=response,
spider=self.crawler.spider,
)
assert self.crawler.stats
self.crawler.stats.inc_value(
"spider_exceptions/count", spider=self.crawler.spider
)
self.crawler.stats.inc_value(
f"spider_exceptions/{_failure.value.__class__.__name__}",
spider=self.crawler.spider,
)
def handle_spider_output(
self,
result: Iterable[_T] | AsyncIterator[_T],
request: Request,
response: Response | Failure,
spider: Spider | None = None,
) -> Deferred[None]:
"""Pass items/requests produced by a callback to ``_process_spidermw_output()`` in parallel."""
if spider is not None:
warnings.warn(
"Passing a 'spider' argument to Scraper.handle_spider_output() is deprecated.",
category=ScrapyDeprecationWarning,
stacklevel=2,
)
return deferred_from_coro(
self.handle_spider_output_async(result, request, response)
)
async def handle_spider_output_async(
self,
result: Iterable[_T] | AsyncIterator[_T],
request: Request,
response: Response | Failure,
) -> None:
"""Pass items/requests produced by a callback to ``_process_spidermw_output()`` in parallel."""
if isinstance(result, AsyncIterator):
ait = aiter_errback(result, self.handle_spider_error, request, response)
await maybe_deferred_to_future(
parallel_async(
ait,
self.concurrent_items,
self._process_spidermw_output,
response,
)
)
return
it = iter_errback(result, self.handle_spider_error, request, response)
await maybe_deferred_to_future(
parallel(
it,
self.concurrent_items,
self._process_spidermw_output,
response,
)
)
@deferred_f_from_coro_f
async def _process_spidermw_output(
self, output: Any, response: Response | Failure
) -> None:
"""Process each Request/Item (given in the output parameter) returned
from the given spider.
Items are sent to the item pipelines, requests are scheduled.
"""
if isinstance(output, Request):
assert self.crawler.engine is not None # typing
self.crawler.engine.crawl(request=output)
return
if output is not None:
await maybe_deferred_to_future(
self.start_itemproc(output, response=response)
)
@deferred_f_from_coro_f
async def start_itemproc(
self, item: Any, *, response: Response | Failure | None
) -> None:
"""Send *item* to the item pipelines for processing.
*response* is the source of the item data. If the item does not come
from response data, e.g. it was hard-coded, set it to ``None``.
"""
assert self.slot is not None # typing
assert self.crawler.spider is not None # typing
self.slot.itemproc_size += 1
try:
output = await maybe_deferred_to_future(
self.itemproc.process_item(item, self.crawler.spider)
)
except DropItem as ex:
logkws = self.logformatter.dropped(item, ex, response, self.crawler.spider)
if logkws is not None:
logger.log(
*logformatter_adapter(logkws), extra={"spider": self.crawler.spider}
)
await maybe_deferred_to_future(
self.signals.send_catch_log_deferred(
signal=signals.item_dropped,
item=item,
response=response,
spider=self.crawler.spider,
exception=ex,
)
)
except Exception as ex:
logkws = self.logformatter.item_error(
item, ex, response, self.crawler.spider
)
logger.log(
*logformatter_adapter(logkws),
extra={"spider": self.crawler.spider},
exc_info=True,
)
await maybe_deferred_to_future(
self.signals.send_catch_log_deferred(
signal=signals.item_error,
item=item,
response=response,
spider=self.crawler.spider,
failure=Failure(),
)
)
else:
logkws = self.logformatter.scraped(output, response, self.crawler.spider)
if logkws is not None:
logger.log(
*logformatter_adapter(logkws), extra={"spider": self.crawler.spider}
)
await maybe_deferred_to_future(
self.signals.send_catch_log_deferred(
signal=signals.item_scraped,
item=output,
response=response,
spider=self.crawler.spider,
)
)
finally:
self.slot.itemproc_size -= 1
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