scrapy/tests/test_scheduler.py

396 lines
11 KiB
Python

from __future__ import annotations
import shutil
import tempfile
from abc import ABC, abstractmethod
from collections import deque
from typing import Any, NamedTuple
import pytest
from twisted.internet import defer
from twisted.trial.unittest import TestCase
from scrapy.core.downloader import Downloader
from scrapy.core.scheduler import BaseScheduler, Scheduler
from scrapy.crawler import Crawler
from scrapy.http import Request
from scrapy.spiders import Spider
from scrapy.utils.httpobj import urlparse_cached
from scrapy.utils.misc import load_object
from scrapy.utils.test import get_crawler
from tests.mockserver import MockServer
class MemoryScheduler(BaseScheduler):
paused = False
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
self.queue = deque(
Request(value) if isinstance(value, str) else value
for value in getattr(self, "queue", [])
)
def enqueue_request(self, request: Request) -> bool:
self.queue.append(request)
return True
def has_pending_requests(self) -> bool:
return self.paused or bool(self.queue)
def next_request(self) -> Request | None:
if self.paused:
return None
try:
return self.queue.pop()
except IndexError:
return None
def pause(self) -> None:
self.paused = True
def unpause(self) -> None:
self.paused = False
class MockEngine(NamedTuple):
downloader: MockDownloader
class MockSlot(NamedTuple):
active: list[Any]
class MockDownloader:
def __init__(self):
self.slots = {}
def get_slot_key(self, request):
if Downloader.DOWNLOAD_SLOT in request.meta:
return request.meta[Downloader.DOWNLOAD_SLOT]
return urlparse_cached(request).hostname or ""
def increment(self, slot_key):
slot = self.slots.setdefault(slot_key, MockSlot(active=[]))
slot.active.append(1)
def decrement(self, slot_key):
slot = self.slots.get(slot_key)
slot.active.pop()
def close(self):
pass
class MockCrawler(Crawler):
def __init__(self, priority_queue_cls, jobdir):
settings = {
"SCHEDULER_DEBUG": False,
"SCHEDULER_DISK_QUEUE": "scrapy.squeues.PickleLifoDiskQueue",
"SCHEDULER_MEMORY_QUEUE": "scrapy.squeues.LifoMemoryQueue",
"SCHEDULER_PRIORITY_QUEUE": priority_queue_cls,
"JOBDIR": jobdir,
"DUPEFILTER_CLASS": "scrapy.dupefilters.BaseDupeFilter",
}
super().__init__(Spider, settings)
self.engine = MockEngine(downloader=MockDownloader())
self.stats = load_object(self.settings["STATS_CLASS"])(self)
class SchedulerHandler(ABC):
jobdir = None
@property
@abstractmethod
def priority_queue_cls(self) -> str:
raise NotImplementedError
def create_scheduler(self):
self.mock_crawler = MockCrawler(self.priority_queue_cls, self.jobdir)
self.scheduler = Scheduler.from_crawler(self.mock_crawler)
self.spider = Spider(name="spider")
self.scheduler.open(self.spider)
def close_scheduler(self):
self.scheduler.close("finished")
self.mock_crawler.stop()
self.mock_crawler.engine.downloader.close()
def setup_method(self):
self.create_scheduler()
def teardown_method(self):
self.close_scheduler()
_PRIORITIES = [
("http://foo.com/a", -2),
("http://foo.com/d", 1),
("http://foo.com/b", -1),
("http://foo.com/c", 0),
("http://foo.com/e", 2),
]
_URLS = {"http://foo.com/a", "http://foo.com/b", "http://foo.com/c"}
class TestSchedulerInMemoryBase(SchedulerHandler):
def test_length(self):
assert not self.scheduler.has_pending_requests()
assert len(self.scheduler) == 0
for url in _URLS:
self.scheduler.enqueue_request(Request(url))
assert self.scheduler.has_pending_requests()
assert len(self.scheduler) == len(_URLS)
def test_dequeue(self):
for url in _URLS:
self.scheduler.enqueue_request(Request(url))
urls = set()
while self.scheduler.has_pending_requests():
urls.add(self.scheduler.next_request().url)
assert urls == _URLS
def test_dequeue_priorities(self):
for url, priority in _PRIORITIES:
self.scheduler.enqueue_request(Request(url, priority=priority))
priorities = []
while self.scheduler.has_pending_requests():
priorities.append(self.scheduler.next_request().priority)
assert priorities == sorted([x[1] for x in _PRIORITIES], key=lambda x: -x)
class TestSchedulerOnDiskBase(SchedulerHandler):
def setup_method(self):
self.jobdir = tempfile.mkdtemp()
self.create_scheduler()
def teardown_method(self):
self.close_scheduler()
shutil.rmtree(self.jobdir)
self.jobdir = None
def test_length(self):
assert not self.scheduler.has_pending_requests()
assert len(self.scheduler) == 0
for url in _URLS:
self.scheduler.enqueue_request(Request(url))
self.close_scheduler()
self.create_scheduler()
assert self.scheduler.has_pending_requests()
assert len(self.scheduler) == len(_URLS)
def test_dequeue(self):
for url in _URLS:
self.scheduler.enqueue_request(Request(url))
self.close_scheduler()
self.create_scheduler()
urls = set()
while self.scheduler.has_pending_requests():
urls.add(self.scheduler.next_request().url)
assert urls == _URLS
def test_dequeue_priorities(self):
for url, priority in _PRIORITIES:
self.scheduler.enqueue_request(Request(url, priority=priority))
self.close_scheduler()
self.create_scheduler()
priorities = []
while self.scheduler.has_pending_requests():
priorities.append(self.scheduler.next_request().priority)
assert priorities == sorted([x[1] for x in _PRIORITIES], key=lambda x: -x)
class TestSchedulerInMemory(TestSchedulerInMemoryBase):
@property
def priority_queue_cls(self) -> str:
return "scrapy.pqueues.ScrapyPriorityQueue"
class TestSchedulerOnDisk(TestSchedulerOnDiskBase):
@property
def priority_queue_cls(self) -> str:
return "scrapy.pqueues.ScrapyPriorityQueue"
_URLS_WITH_SLOTS = [
("http://foo.com/a", "a"),
("http://foo.com/b", "a"),
("http://foo.com/c", "b"),
("http://foo.com/d", "b"),
("http://foo.com/e", "c"),
("http://foo.com/f", "c"),
]
class TestMigration:
def test_migration(self, tmpdir):
class PrevSchedulerHandler(SchedulerHandler):
jobdir = tmpdir
@property
def priority_queue_cls(self) -> str:
return "scrapy.pqueues.ScrapyPriorityQueue"
class NextSchedulerHandler(SchedulerHandler):
jobdir = tmpdir
@property
def priority_queue_cls(self) -> str:
return "scrapy.pqueues.DownloaderAwarePriorityQueue"
prev_scheduler_handler = PrevSchedulerHandler()
prev_scheduler_handler.create_scheduler()
for url in _URLS:
prev_scheduler_handler.scheduler.enqueue_request(Request(url))
prev_scheduler_handler.close_scheduler()
next_scheduler_handler = NextSchedulerHandler()
with pytest.raises(
ValueError,
match="DownloaderAwarePriorityQueue accepts ``slot_startprios`` as a dict",
):
next_scheduler_handler.create_scheduler()
def _is_scheduling_fair(enqueued_slots, dequeued_slots):
"""
We enqueued same number of requests for every slot.
Assert correct order, e.g.
>>> enqueued = ['a', 'b', 'c'] * 2
>>> correct = ['a', 'c', 'b', 'b', 'a', 'c']
>>> incorrect = ['a', 'a', 'b', 'c', 'c', 'b']
>>> _is_scheduling_fair(enqueued, correct)
True
>>> _is_scheduling_fair(enqueued, incorrect)
False
"""
if len(dequeued_slots) != len(enqueued_slots):
return False
slots_number = len(set(enqueued_slots))
for i in range(0, len(dequeued_slots), slots_number):
part = dequeued_slots[i : i + slots_number]
if len(part) != len(set(part)):
return False
return True
class DownloaderAwareSchedulerTestMixin:
reopen = False
@property
def priority_queue_cls(self) -> str:
return "scrapy.pqueues.DownloaderAwarePriorityQueue"
def test_logic(self):
for url, slot in _URLS_WITH_SLOTS:
request = Request(url)
request.meta[Downloader.DOWNLOAD_SLOT] = slot
self.scheduler.enqueue_request(request)
if self.reopen:
self.close_scheduler()
self.create_scheduler()
dequeued_slots = []
requests = []
downloader = self.mock_crawler.engine.downloader
while self.scheduler.has_pending_requests():
request = self.scheduler.next_request()
slot = downloader.get_slot_key(request)
dequeued_slots.append(slot)
downloader.increment(slot)
requests.append(request)
for request in requests:
slot = downloader.get_slot_key(request)
downloader.decrement(slot)
assert _is_scheduling_fair([s for u, s in _URLS_WITH_SLOTS], dequeued_slots)
assert sum(len(s.active) for s in downloader.slots.values()) == 0
class TestSchedulerWithDownloaderAwareInMemory(
DownloaderAwareSchedulerTestMixin, TestSchedulerInMemoryBase
):
pass
class TestSchedulerWithDownloaderAwareOnDisk(
DownloaderAwareSchedulerTestMixin, TestSchedulerOnDiskBase
):
reopen = True
class StartUrlsSpider(Spider):
def __init__(self, start_urls):
self.start_urls = start_urls
super().__init__(name="StartUrlsSpider")
def parse(self, response):
pass
class TestIntegrationWithDownloaderAwareInMemory(TestCase):
def setUp(self):
self.crawler = get_crawler(
spidercls=StartUrlsSpider,
settings_dict={
"SCHEDULER_PRIORITY_QUEUE": "scrapy.pqueues.DownloaderAwarePriorityQueue",
"DUPEFILTER_CLASS": "scrapy.dupefilters.BaseDupeFilter",
},
)
@defer.inlineCallbacks
def tearDown(self):
yield self.crawler.stop()
@defer.inlineCallbacks
def test_integration_downloader_aware_priority_queue(self):
with MockServer() as mockserver:
url = mockserver.url("/status?n=200", is_secure=False)
start_urls = [url] * 6
yield self.crawler.crawl(start_urls)
assert self.crawler.stats.get_value("downloader/response_count") == len(
start_urls
)
class TestIncompatibility:
def _incompatible(self):
settings = {
"SCHEDULER_PRIORITY_QUEUE": "scrapy.pqueues.DownloaderAwarePriorityQueue",
"CONCURRENT_REQUESTS_PER_IP": 1,
}
crawler = get_crawler(Spider, settings)
scheduler = Scheduler.from_crawler(crawler)
spider = Spider(name="spider")
scheduler.open(spider)
def test_incompatibility(self):
with pytest.raises(
ValueError, match="does not support CONCURRENT_REQUESTS_PER_IP"
):
self._incompatible()