Signals
Scrapy uses signals extensively to notify when certain events occur. You can catch some of those signals in your Scrapy project (using an extension, for example) to perform additional tasks or extend Scrapy to add functionality not provided out of the box.
Even though signals provide several arguments, the handlers that catch them don’t need to accept all of them - the signal dispatching mechanism will only deliver the arguments that the handler receives.
You can connect to signals (or send your own) through the Signals API.
Here is a simple example showing how you can catch signals and perform some action:
from scrapy import signals
from scrapy import Spider
class DmozSpider(Spider):
name = "dmoz"
allowed_domains = ["dmoz.org"]
start_urls = [
"http://www.dmoz.org/Computers/Programming/Languages/Python/Books/",
"http://www.dmoz.org/Computers/Programming/Languages/Python/Resources/",
]
@classmethod
def from_crawler(cls, crawler, *args, **kwargs):
spider = super(DmozSpider, cls).from_crawler(crawler, *args, **kwargs)
crawler.signals.connect(spider.spider_closed, signal=signals.spider_closed)
return spider
def spider_closed(self, spider):
spider.logger.info('Spider closed: %s', spider.name)
def parse(self, response):
pass
Deferred signal handlers
Some signals support returning Deferred objects from their handlers, allowing you to run asynchronous code that does not block Scrapy. If a signal handler returns a Deferred, Scrapy waits for that Deferred to fire.
Let’s take an example:
class SignalSpider(scrapy.Spider):
name = 'signals'
start_urls = ['https://quotes.toscrape.com/page/1/']
@classmethod
def from_crawler(cls, crawler, *args, **kwargs):
spider = super(SignalSpider, cls).from_crawler(crawler, *args, **kwargs)
crawler.signals.connect(spider.item_scraped, signal=signals.item_scraped)
return spider
def item_scraped(self, item):
# Send the scraped item to the server
d = treq.post(
'http://example.com/post',
json.dumps(item).encode('ascii'),
headers={b'Content-Type': [b'application/json']}
)
# The next item will be scraped only after
# deferred (d) is fired
return d
def parse(self, response):
for quote in response.css('div.quote'):
yield {
'text': quote.css('span.text::text').get(),
'author': quote.css('small.author::text').get(),
'tags': quote.css('div.tags a.tag::text').getall(),
}
See the Built-in signals reference below to know which signals support Deferred.
Built-in signals reference
Here’s the list of Scrapy built-in signals and their meaning.
Engine signals
engine_started
scrapy.signals.engine_started()
Sent when the Scrapy engine has started crawling.
This signal supports returning deferreds from its handlers.
Note
This signal may be fired after the spider_opened signal, depending on how the spider was started. So don’t rely on this signal getting fired before spider_opened.
engine_stopped
scrapy.signals.engine_stopped()
Sent when the Scrapy engine is stopped (for example, when a crawling process has finished).
This signal supports returning deferreds from its handlers.
Item signals
Note
As at max CONCURRENT_ITEMS items are processed in parallel, many deferreds are fired together using DeferredList. Hence the next batch waits for the DeferredList to fire and then runs the respective item signal handler for the next batch of scraped items.
item_scraped
scrapy.signals.item_scraped(item, response, spider)
Sent when an item has been scraped, after it has passed all the Item Pipeline stages (without being dropped).
This signal supports returning deferreds from its handlers.
Parameters
item (item object) – the scraped item
spider (Spider object) – the spider which scraped the item
response (Response object) – the response from where the item was scraped
item_dropped
scrapy.signals.item_dropped(item, response, exception, spider)
Sent after an item has been dropped from the Item Pipeline when some stage raised a DropItem exception.
This signal supports returning deferreds from its handlers.
Parameters
item (item object) – the item dropped from the Item Pipeline
spider (Spider object) – the spider which scraped the item
response (Response object) – the response from where the item was dropped
exception (DropItem exception) – the exception (which must be a DropItem subclass) which caused the item to be dropped
item_error
scrapy.signals.item_error(item, response, spider, failure)
Sent when a Item Pipeline generates an error (i.e. raises an exception), except DropItem exception.
This signal supports returning deferreds from its handlers.
Parameters
item (item object) – the item that caused the error in the Item Pipeline
response (Response object) – the response being processed when the exception was raised
spider (Spider object) – the spider which raised the exception
failure (twisted.python.failure.Failure) – the exception raised
Spider signals
spider_closed
scrapy.signals.spider_closed(spider, reason)
Sent after a spider has been closed. This can be used to release per-spider resources reserved on spider_opened.
This signal supports returning deferreds from its handlers.
Parameters
spider (Spider object) – the spider which has been closed
reason (str) – a string which describes the reason why the spider was closed. If it was closed because the spider has completed scraping, the reason is
'finished'
. Otherwise, if the spider was manually closed by calling theclose_spider
engine method, then the reason is the one passed in thereason
argument of that method (which defaults to'cancelled'
). If the engine was shutdown (for example, by hitting Ctrl-C to stop it) the reason will be'shutdown'
.
spider_opened
scrapy.signals.spider_opened(spider)
Sent after a spider has been opened for crawling. This is typically used to reserve per-spider resources, but can be used for any task that needs to be performed when a spider is opened.
This signal supports returning deferreds from its handlers.
Parameters
spider (Spider object) – the spider which has been opened
spider_idle
scrapy.signals.spider_idle(spider)
Sent when a spider has gone idle, which means the spider has no further:
requests waiting to be downloaded
requests scheduled
items being processed in the item pipeline
If the idle state persists after all handlers of this signal have finished, the engine starts closing the spider. After the spider has finished closing, the spider_closed signal is sent.
You may raise a DontCloseSpider exception to prevent the spider from being closed.
Alternatively, you may raise a CloseSpider exception to provide a custom spider closing reason. An idle handler is the perfect place to put some code that assesses the final spider results and update the final closing reason accordingly (e.g. setting it to ‘too_few_results’ instead of ‘finished’).
This signal does not support returning deferreds from its handlers.
Parameters
spider (Spider object) – the spider which has gone idle
Note
Scheduling some requests in your spider_idle handler does not guarantee that it can prevent the spider from being closed, although it sometimes can. That’s because the spider may still remain idle if all the scheduled requests are rejected by the scheduler (e.g. filtered due to duplication).
spider_error
scrapy.signals.spider_error(failure, response, spider)
Sent when a spider callback generates an error (i.e. raises an exception).
This signal does not support returning deferreds from its handlers.
Parameters
failure (twisted.python.failure.Failure) – the exception raised
response (Response object) – the response being processed when the exception was raised
spider (Spider object) – the spider which raised the exception
Request signals
request_scheduled
scrapy.signals.request_scheduled(request, spider)
Sent when the engine schedules a Request
, to be downloaded later.
This signal does not support returning deferreds from its handlers.
Parameters
request (
Request
object) – the request that reached the schedulerspider (Spider object) – the spider that yielded the request
request_dropped
scrapy.signals.request_dropped(request, spider)
Sent when a Request
, scheduled by the engine to be downloaded later, is rejected by the scheduler.
This signal does not support returning deferreds from its handlers.
Parameters
request (
Request
object) – the request that reached the schedulerspider (Spider object) – the spider that yielded the request
request_reached_downloader
scrapy.signals.request_reached_downloader(request, spider)
Sent when a Request
reached downloader.
This signal does not support returning deferreds from its handlers.
Parameters
request (
Request
object) – the request that reached downloaderspider (Spider object) – the spider that yielded the request
request_left_downloader
scrapy.signals.request_left_downloader(request, spider)
New in version 2.0.
Sent when a Request
leaves the downloader, even in case of failure.
This signal does not support returning deferreds from its handlers.
Parameters
request (
Request
object) – the request that reached the downloaderspider (Spider object) – the spider that yielded the request
bytes_received
New in version 2.2.
scrapy.signals.bytes_received(data, request, spider)
Sent by the HTTP 1.1 and S3 download handlers when a group of bytes is received for a specific request. This signal might be fired multiple times for the same request, with partial data each time. For instance, a possible scenario for a 25 kb response would be two signals fired with 10 kb of data, and a final one with 5 kb of data.
Handlers for this signal can stop the download of a response while it is in progress by raising the StopDownload exception. Please refer to the Stopping the download of a Response topic for additional information and examples.
This signal does not support returning deferreds from its handlers.
Parameters
headers_received
New in version 2.5.
scrapy.signals.headers_received(headers, body_length, request, spider)
Sent by the HTTP 1.1 and S3 download handlers when the response headers are available for a given request, before downloading any additional content.
Handlers for this signal can stop the download of a response while it is in progress by raising the StopDownload exception. Please refer to the Stopping the download of a Response topic for additional information and examples.
This signal does not support returning deferreds from its handlers.
Parameters
headers (
scrapy.http.headers.Headers
object) – the headers received by the download handlerbody_length (int) – expected size of the response body, in bytes
request (
Request
object) – the request that generated the downloadspider (Spider object) – the spider associated with the response
Response signals
response_received
scrapy.signals.response_received(response, request, spider)
Sent when the engine receives a new Response from the downloader.
This signal does not support returning deferreds from its handlers.
Parameters
Note
The request
argument might not contain the original request that reached the downloader, if a Downloader Middleware modifies the Response object and sets a specific request
attribute.
response_downloaded
scrapy.signals.response_downloaded(response, request, spider)
Sent by the downloader right after a HTTPResponse
is downloaded.
This signal does not support returning deferreds from its handlers.