Merge pull request #167 from alexcepoi/sep-017

Spider contracts (SEP-017)
This commit is contained in:
Pablo Hoffman 2012-09-28 13:57:07 -07:00
commit c380910b40
12 changed files with 611 additions and 1 deletions

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@ -129,6 +129,7 @@ Solving specific problems
faq
topics/debug
topics/contracts
topics/firefox
topics/firebug
topics/leaks
@ -145,6 +146,9 @@ Solving specific problems
:doc:`topics/debug`
Learn how to debug common problems of your scrapy spider.
:doc:`topics/contracts`
Learn how to use contracts for testing your spiders.
:doc:`topics/firefox`
Learn how to scrape with Firefox and some useful add-ons.

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@ -142,6 +142,7 @@ Global commands:
Project-only commands:
* :command:`crawl`
* :command:`check`
* :command:`list`
* :command:`edit`
* :command:`parse`
@ -221,6 +222,33 @@ Usage examples::
[ ... myspider starts crawling ... ]
.. command:: check
check
-----
* Syntax: ``scrapy check [-l] <spider>``
* Requires project: *yes*
Run contract checks.
Usage examples::
$ scrapy check -l
first_spider
* parse
* parse_item
second_spider
* parse
* parse_item
$ scrapy check
[FAILED] first_spider:parse_item
>>> 'RetailPricex' field is missing
[FAILED] first_spider:parse
>>> Returned 92 requests, expected 0..4
.. command:: server
server

113
docs/topics/contracts.rst Normal file
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@ -0,0 +1,113 @@
.. _topics-contracts:
=================
Spiders Contracts
=================
Testing spiders can get particularly annoying and while nothing prevents you
from writing unit tests the task gets cumbersome quickly. Scrapy offers an
integrated way of testing your spiders by the means of contracts.
This allows you to test each callback of your spider by hardcoding a sample url
and check various constraints for how the callback processes the response. Each
contract is prefixed with an ``@`` and included in the docstring. See the
following example::
def parse(self, response):
""" This function parses a sample response. Some contracts are mingled
with this docstring.
@url http://www.amazon.com/s?field-keywords=selfish+gene
@returns items 1 16
@returns requests 0 0
@scrapes Title Author Year Price
"""
This callback is tested using three built-in contracts:
.. module:: scrapy.contracts.default
.. class:: UrlContract
This contract (``@url``) sets the sample url used when checking other
contract conditions for this spider. This contract is mandatory. All
callbacks lacking this contract are ignored when running the checks::
@url url
.. class:: ReturnsContract
This contract (``@returns``) sets lower and upper bounds for the items and
requests returned by the spider. The upper bound is optional::
@returns item(s)|request(s) [min [max]]
.. class:: ScrapesContract
This contract (``@scrapes``) checks that all the items returned by the
callback have the specified fields::
@scrapes field_1 field_2 ...
Use the :command:`check` command to run the contract checks.
Custom Contracts
================
If you find you need more power than the built-in scrapy contracts you can
create and load your own contracts in the project by using the
:setting:`SPIDER_CONTRACTS` setting::
SPIDER_CONTRACTS = {
'myproject.contracts.ResponseCheck': 10,
'myproject.contracts.ItemValidate': 10,
}
Each contract must inherit from :class:`scrapy.contracts.Contract` and can
override three methods:
.. module:: scrapy.contracts
.. class:: Contract(method, \*args)
:param method: callback function to which the contract is associated
:type method: function
:param args: list of arguments passed into the docstring (whitespace
separated)
:type args: list
.. method:: Contract.adjust_request_args(args)
This receives a ``dict`` as an argument containing default arguments
for :class:`~scrapy.http.Request` object. Must return the same or a
modified version of it.
.. method:: Contract.pre_process(response)
This allows hooking in various checks on the response received from the
sample request, before it's being passed to the callback.
.. method:: Contract.post_process(output)
This allows processing the output of the callback. Iterators are
converted listified before being passed to this hook.
Here is a demo contract which checks the presence of a custom header in the
response received. Raise :class:`scrapy.exceptions.ContractFail` in order to
get the failures pretty printed::
from scrapy.contracts import Contract
from scrapy.exceptions import ContractFail
class HasHeaderContract(Contract):
""" Demo contract which checks the presence of a custom header
@has_header X-CustomHeader
"""
name = 'has_header'
def pre_process(self, response):
for header in self.args:
if header not in response.headers:
raise ContractFail('X-CustomHeader not present')

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@ -694,6 +694,30 @@ The scheduler to use for crawling.
.. setting:: SPIDER_MIDDLEWARES
SPIDER_CONTRACTS
----------------
Default:: ``{}``
A dict containing the scrapy contracts enabled in your project, used for
testing spiders. For more info see :ref:`topics-testing`.
SPIDER_CONTRACTS_BASE
---------------------
Default::
{
'scrapy.contracts.default.UrlContract' : 1,
'scrapy.contracts.default.ReturnsContract': 2,
'scrapy.contracts.default.ScrapesContract': 3,
}
A dict containing the scrapy contracts enabled by default in Scrapy. You should
never modify this setting in your project, modify :setting:`SPIDER_CONTRACTS`
instead. For more info see :ref:`topics-testing`.
SPIDER_MIDDLEWARES
------------------

78
scrapy/commands/check.py Normal file
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@ -0,0 +1,78 @@
from collections import defaultdict
from functools import wraps
from scrapy.command import ScrapyCommand
from scrapy.contracts import ContractsManager
from scrapy.utils.misc import load_object
from scrapy.utils.spider import iterate_spider_output
from scrapy.utils.conf import build_component_list
def _generate(cb):
""" create a callback which does not return anything """
@wraps(cb)
def wrapper(response):
output = cb(response)
output = list(iterate_spider_output(output))
return wrapper
class Command(ScrapyCommand):
requires_project = True
default_settings = {'LOG_ENABLED': False}
def syntax(self):
return "[options] <spider>"
def short_desc(self):
return "Check contracts for given spider"
def add_options(self, parser):
ScrapyCommand.add_options(self, parser)
parser.add_option("-l", "--list", dest="list", action="store_true",
help="only list contracts, without checking them")
def run(self, args, opts):
# load contracts
contracts = build_component_list(
self.settings['SPIDER_CONTRACTS_BASE'],
self.settings['SPIDER_CONTRACTS'],
)
self.conman = ContractsManager([load_object(c) for c in contracts])
# contract requests
contract_reqs = defaultdict(list)
self.crawler.engine.has_capacity = lambda: True
for spider in args or self.crawler.spiders.list():
spider = self.crawler.spiders.create(spider)
requests = self.get_requests(spider)
if opts.list:
for req in requests:
contract_reqs[spider.name].append(req.callback.__name__)
else:
self.crawler.crawl(spider, requests)
# start checks
if opts.list:
for spider, methods in sorted(contract_reqs.iteritems()):
print spider
for method in sorted(methods):
print ' * %s' % method
else:
self.crawler.start()
def get_requests(self, spider):
requests = []
for key, value in vars(type(spider)).items():
if callable(value) and value.__doc__:
bound_method = value.__get__(spider, type(spider))
request = self.conman.from_method(bound_method)
if request:
request.callback = _generate(request.callback)
requests.append(request)
return requests

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@ -0,0 +1,102 @@
import re
from functools import wraps
from scrapy.http import Request
from scrapy.utils.spider import iterate_spider_output
from scrapy.utils.python import get_spec
from scrapy.exceptions import ContractFail
class ContractsManager(object):
contracts = {}
def __init__(self, contracts):
for contract in contracts:
self.contracts[contract.name] = contract
def extract_contracts(self, method):
contracts = []
for line in method.__doc__.split('\n'):
line = line.strip()
if line.startswith('@'):
name, args = re.match(r'@(\w+)\s*(.*)', line).groups()
args = re.split(r'\s+', args)
contracts.append(self.contracts[name](method, *args))
return contracts
def from_method(self, method, fail=False):
contracts = self.extract_contracts(method)
if contracts:
# calculate request args
args, kwargs = get_spec(Request.__init__)
kwargs['callback'] = method
for contract in contracts:
kwargs = contract.adjust_request_args(kwargs)
# create and prepare request
args.remove('self')
if set(args).issubset(set(kwargs)):
request = Request(**kwargs)
# execute pre and post hooks in order
for contract in reversed(contracts):
request = contract.add_pre_hook(request, fail)
for contract in contracts:
request = contract.add_post_hook(request, fail)
return request
class Contract(object):
""" Abstract class for contracts """
def __init__(self, method, *args):
self.method = method
self.args = args
def add_pre_hook(self, request, fail=False):
cb = request.callback
@wraps(cb)
def wrapper(response):
try:
self.pre_process(response)
except ContractFail as e:
if fail:
raise
else:
print e.format(self.method)
return list(iterate_spider_output(cb(response)))
request.callback = wrapper
return request
def add_post_hook(self, request, fail=False):
cb = request.callback
@wraps(cb)
def wrapper(response):
output = list(iterate_spider_output(cb(response)))
try:
self.post_process(output)
except ContractFail as e:
if fail:
raise
else:
print e.format(self.method)
return output
request.callback = wrapper
return request
def adjust_request_args(self, args):
return args
def pre_process(self, response):
pass
def post_process(self, output):
pass

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@ -0,0 +1,89 @@
from scrapy.item import BaseItem
from scrapy.http import Request
from scrapy.exceptions import ContractFail
from . import Contract
# contracts
class UrlContract(Contract):
""" Contract to set the url of the request (mandatory)
@url http://scrapy.org
"""
name = 'url'
def adjust_request_args(self, args):
args['url'] = self.args[0]
return args
class ReturnsContract(Contract):
""" Contract to check the output of a callback
general form:
@returns request(s)/item(s) [min=1 [max]]
e.g.:
@returns request
@returns request 2
@returns request 2 10
@returns request 0 10
"""
name = 'returns'
objects = {
'request': Request,
'requests': Request,
'item': BaseItem,
'items': BaseItem,
}
def __init__(self, *args, **kwargs):
super(ReturnsContract, self).__init__(*args, **kwargs)
assert len(self.args) in [1, 2, 3]
self.obj_name = self.args[0] or None
self.obj_type = self.objects[self.obj_name]
try:
self.min_bound = int(self.args[1])
except IndexError:
self.min_bound = 1
try:
self.max_bound = int(self.args[2])
except IndexError:
self.max_bound = float('inf')
def post_process(self, output):
occurences = 0
for x in output:
if isinstance(x, self.obj_type):
occurences += 1
assertion = (self.min_bound <= occurences <= self.max_bound)
if not assertion:
if self.min_bound == self.max_bound:
expected = self.min_bound
else:
expected = '%s..%s' % (self.min_bound, self.max_bound)
raise ContractFail("Returned %s %s, expected %s" % \
(occurences, self.obj_name, expected))
class ScrapesContract(Contract):
""" Contract to check presence of fields in scraped items
@scrapes page_name page_body
"""
name = 'scrapes'
def post_process(self, output):
for x in output:
if isinstance(x, BaseItem):
for arg in self.args:
if not arg in x:
raise ContractFail("'%s' field is missing" % arg)

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@ -50,3 +50,9 @@ class ScrapyDeprecationWarning(Warning):
"""
pass
class ContractFail(AssertionError):
"""Error raised in case of a failing contract"""
def format(self, method):
return '[FAILED] %s:%s\n>>> %s\n' % \
(method.im_class.name, method.__name__, self)

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@ -237,3 +237,10 @@ WEBSERVICE_RESOURCES_BASE = {
'scrapy.contrib.webservice.enginestatus.EngineStatusResource': 1,
'scrapy.contrib.webservice.stats.StatsResource': 1,
}
SPIDER_CONTRACTS = {}
SPIDER_CONTRACTS_BASE = {
'scrapy.contracts.default.UrlContract' : 1,
'scrapy.contracts.default.ReturnsContract': 2,
'scrapy.contracts.default.ScrapesContract': 3,
}

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@ -0,0 +1,124 @@
from twisted.trial import unittest
from scrapy.spider import BaseSpider
from scrapy.http import Request
from scrapy.item import Item, Field
from scrapy.exceptions import ContractFail
from scrapy.contracts import ContractsManager
from scrapy.contracts.default import (
UrlContract,
ReturnsContract,
ScrapesContract,
)
class TestItem(Item):
name = Field()
url = Field()
class ResponseMock(object):
url = 'http://scrapy.org'
class TestSpider(BaseSpider):
name = 'demo_spider'
def returns_request(self, response):
""" method which returns request
@url http://scrapy.org
@returns requests 1
"""
return Request('http://scrapy.org', callback=self.returns_item)
def returns_item(self, response):
""" method which returns item
@url http://scrapy.org
@returns items 1 1
"""
return TestItem(url=response.url)
def returns_fail(self, response):
""" method which returns item
@url http://scrapy.org
@returns items 0 0
"""
return TestItem(url=response.url)
def scrapes_item_ok(self, response):
""" returns item with name and url
@url http://scrapy.org
@returns items 1 1
@scrapes name url
"""
return TestItem(name='test', url=response.url)
def scrapes_item_fail(self, response):
""" returns item with no name
@url http://scrapy.org
@returns items 1 1
@scrapes name url
"""
return TestItem(url=response.url)
def parse_no_url(self, response):
""" method with no url
@returns items 1 1
"""
pass
class ContractsManagerTest(unittest.TestCase):
contracts = [UrlContract, ReturnsContract, ScrapesContract]
def test_contracts(self):
conman = ContractsManager(self.contracts)
# extract contracts correctly
contracts = conman.extract_contracts(TestSpider.returns_request)
self.assertEqual(len(contracts), 2)
self.assertEqual(frozenset(map(type, contracts)),
frozenset([UrlContract, ReturnsContract]))
# returns request for valid method
request = conman.from_method(TestSpider.returns_request)
self.assertIsNotNone(request)
# no request for missing url
request = conman.from_method(TestSpider.parse_no_url)
self.assertIsNone(request)
def test_returns(self):
conman = ContractsManager(self.contracts)
spider = TestSpider()
response = ResponseMock()
# returns_item
request = conman.from_method(spider.returns_item, fail=True)
output = request.callback(response)
self.assertEqual(map(type, output), [TestItem])
# returns_request
request = conman.from_method(spider.returns_request, fail=True)
output = request.callback(response)
self.assertEqual(map(type, output), [Request])
# returns_fail
request = conman.from_method(spider.returns_fail, fail=True)
self.assertRaises(ContractFail, request.callback, response)
def test_scrapes(self):
conman = ContractsManager(self.contracts)
spider = TestSpider()
response = ResponseMock()
# scrapes_item_ok
request = conman.from_method(spider.scrapes_item_ok, fail=True)
output = request.callback(response)
self.assertEqual(map(type, output), [TestItem])
# scrapes_item_fail
request = conman.from_method(spider.scrapes_item_fail, fail=True)
self.assertRaises(ContractFail, request.callback, response)

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@ -103,4 +103,3 @@ def md5sum(file):
break
m.update(d)
return m.hexdigest()

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@ -167,6 +167,42 @@ def get_func_args(func, stripself=False):
func_args.pop(0)
return func_args
def get_spec(func):
"""Returns (args, kwargs) tuple for a function
>>> import re
>>> get_spec(re.match)
(['pattern', 'string'], {'flags': 0})
>>> class Test(object):
... def __call__(self, val):
... pass
... def method(self, val, flags=0):
... pass
>>> get_spec(Test)
(['self', 'val'], {})
>>> get_spec(Test.method)
(['self', 'val'], {'flags': 0})
>>> get_spec(Test().method)
(['self', 'val'], {'flags': 0})
"""
if inspect.isfunction(func) or inspect.ismethod(func):
spec = inspect.getargspec(func)
elif hasattr(func, '__call__'):
spec = inspect.getargspec(func.__call__)
else:
raise TypeError('%s is not callable' % type(func))
defaults = spec.defaults or []
firstdefault = len(spec.args) - len(defaults)
args = spec.args[:firstdefault]
kwargs = dict(zip(spec.args[firstdefault:], defaults))
return args, kwargs
def equal_attributes(obj1, obj2, attributes):
"""Compare two objects attributes"""
# not attributes given return False by default