Merge pull request #4434 from BroodingKangaroo/ISSUE-4250-add_batch_deliveries

Feed exports: add batch deliveries
This commit is contained in:
Mikhail Korobov 2020-07-29 23:03:28 +05:00 committed by GitHub
commit 5e2d1bd187
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
7 changed files with 616 additions and 102 deletions

View File

@ -241,6 +241,7 @@ These are the settings used for configuring the feed exports:
* :setting:`FEED_STORAGE_FTP_ACTIVE`
* :setting:`FEED_STORAGE_S3_ACL`
* :setting:`FEED_EXPORTERS`
* :setting:`FEED_EXPORT_BATCH_ITEM_COUNT`
.. currentmodule:: scrapy.extensions.feedexport
@ -292,6 +293,7 @@ as a fallback value if that key is not provided for a specific feed definition.
* ``fields``: falls back to :setting:`FEED_EXPORT_FIELDS`
* ``indent``: falls back to :setting:`FEED_EXPORT_INDENT`
* ``store_empty``: falls back to :setting:`FEED_STORE_EMPTY`
* ``batch_item_count``: falls back to :setting:`FEED_EXPORT_BATCH_ITEM_COUNT`
.. setting:: FEED_EXPORT_ENCODING
@ -446,6 +448,51 @@ format in :setting:`FEED_EXPORTERS`. E.g., to disable the built-in CSV exporter
'csv': None,
}
.. setting:: FEED_EXPORT_BATCH_ITEM_COUNT
FEED_EXPORT_BATCH_ITEM_COUNT
-----------------------------
Default: ``0``
If assigned an integer number higher than ``0``, Scrapy generates multiple output files
storing up to the specified number of items in each output file.
When generating multiple output files, you must use at least one of the following
placeholders in the feed URI to indicate how the different output file names are
generated:
* ``%(batch_time)s`` - gets replaced by a timestamp when the feed is being created
(e.g. ``2020-03-28T14-45-08.237134``)
* ``%(batch_id)d`` - gets replaced by the sequence number of the batch.
Use :ref:`printf-style string formatting <python:old-string-formatting>` to
alter the number format. For example, to make the batch ID a 5-digit
number by introducing leading zeroes as needed, use ``%(batch_id)05d``
(e.g. ``3`` becomes ``00003``, ``123`` becomes ``00123``).
For instance, if your settings include::
FEED_EXPORT_BATCH_ITEM_COUNT = 100
And your :command:`crawl` command line is::
scrapy crawl spidername -o "dirname/%(batch_id)d-filename%(batch_time)s.json"
The command line above can generate a directory tree like::
->projectname
-->dirname
--->1-filename2020-03-28T14-45-08.237134.json
--->2-filename2020-03-28T14-45-09.148903.json
--->3-filename2020-03-28T14-45-10.046092.json
Where the first and second files contain exactly 100 items. The last one contains
100 items or fewer.
.. _URIs: https://en.wikipedia.org/wiki/Uniform_Resource_Identifier
.. _Amazon S3: https://aws.amazon.com/s3/
.. _botocore: https://github.com/boto/botocore

View File

@ -6,6 +6,7 @@ See documentation in docs/topics/feed-exports.rst
import logging
import os
import re
import sys
import warnings
from datetime import datetime
@ -206,14 +207,16 @@ class FTPFeedStorage(BlockingFeedStorage):
class _FeedSlot:
def __init__(self, file, exporter, storage, uri, format, store_empty):
def __init__(self, file, exporter, storage, uri, format, store_empty, batch_id, uri_template):
self.file = file
self.exporter = exporter
self.storage = storage
# feed params
self.uri = uri
self.batch_id = batch_id
self.format = format
self.store_empty = store_empty
self.uri_template = uri_template
self.uri = uri
# flags
self.itemcount = 0
self._exporting = False
@ -270,63 +273,112 @@ class FeedExporter:
for uri, feed in self.feeds.items():
if not self._storage_supported(uri):
raise NotConfigured
if not self._settings_are_valid():
raise NotConfigured
if not self._exporter_supported(feed['format']):
raise NotConfigured
def open_spider(self, spider):
for uri, feed in self.feeds.items():
uri = uri % self._get_uri_params(spider, feed['uri_params'])
storage = self._get_storage(uri)
file = storage.open(spider)
exporter = self._get_exporter(
file=file,
format=feed['format'],
fields_to_export=feed['fields'],
encoding=feed['encoding'],
indent=feed['indent'],
)
slot = _FeedSlot(file, exporter, storage, uri, feed['format'], feed['store_empty'])
self.slots.append(slot)
if slot.store_empty:
slot.start_exporting()
uri_params = self._get_uri_params(spider, feed['uri_params'])
self.slots.append(self._start_new_batch(
batch_id=1,
uri=uri % uri_params,
feed=feed,
spider=spider,
uri_template=uri,
))
def close_spider(self, spider):
deferred_list = []
for slot in self.slots:
if not slot.itemcount and not slot.store_empty:
# We need to call slot.storage.store nonetheless to get the file
# properly closed.
d = defer.maybeDeferred(slot.storage.store, slot.file)
deferred_list.append(d)
continue
slot.finish_exporting()
logfmt = "%s %%(format)s feed (%%(itemcount)d items) in: %%(uri)s"
log_args = {'format': slot.format,
'itemcount': slot.itemcount,
'uri': slot.uri}
d = defer.maybeDeferred(slot.storage.store, slot.file)
# Use `largs=log_args` to copy log_args into function's scope
# instead of using `log_args` from the outer scope
d.addCallback(
lambda _, largs=log_args: logger.info(
logfmt % "Stored", largs, extra={'spider': spider}
)
)
d.addErrback(
lambda f, largs=log_args: logger.error(
logfmt % "Error storing", largs,
exc_info=failure_to_exc_info(f), extra={'spider': spider}
)
)
d = self._close_slot(slot, spider)
deferred_list.append(d)
return defer.DeferredList(deferred_list) if deferred_list else None
def _close_slot(self, slot, spider):
if not slot.itemcount and not slot.store_empty:
# We need to call slot.storage.store nonetheless to get the file
# properly closed.
return defer.maybeDeferred(slot.storage.store, slot.file)
slot.finish_exporting()
logfmt = "%s %%(format)s feed (%%(itemcount)d items) in: %%(uri)s"
log_args = {'format': slot.format,
'itemcount': slot.itemcount,
'uri': slot.uri}
d = defer.maybeDeferred(slot.storage.store, slot.file)
# Use `largs=log_args` to copy log_args into function's scope
# instead of using `log_args` from the outer scope
d.addCallback(
lambda _, largs=log_args: logger.info(
logfmt % "Stored", largs, extra={'spider': spider}
)
)
d.addErrback(
lambda f, largs=log_args: logger.error(
logfmt % "Error storing", largs,
exc_info=failure_to_exc_info(f), extra={'spider': spider}
)
)
return d
def _start_new_batch(self, batch_id, uri, feed, spider, uri_template):
"""
Redirect the output data stream to a new file.
Execute multiple times if FEED_EXPORT_BATCH_ITEM_COUNT setting or FEEDS.batch_item_count is specified
:param batch_id: sequence number of current batch
:param uri: uri of the new batch to start
:param feed: dict with parameters of feed
:param spider: user spider
:param uri_template: template of uri which contains %(batch_time)s or %(batch_id)d to create new uri
"""
storage = self._get_storage(uri)
file = storage.open(spider)
exporter = self._get_exporter(
file=file,
format=feed['format'],
fields_to_export=feed['fields'],
encoding=feed['encoding'],
indent=feed['indent'],
)
slot = _FeedSlot(
file=file,
exporter=exporter,
storage=storage,
uri=uri,
format=feed['format'],
store_empty=feed['store_empty'],
batch_id=batch_id,
uri_template=uri_template,
)
if slot.store_empty:
slot.start_exporting()
return slot
def item_scraped(self, item, spider):
slots = []
for slot in self.slots:
slot.start_exporting()
slot.exporter.export_item(item)
slot.itemcount += 1
# create new slot for each slot with itemcount == FEED_EXPORT_BATCH_ITEM_COUNT and close the old one
if (
self.feeds[slot.uri_template]['batch_item_count']
and slot.itemcount >= self.feeds[slot.uri_template]['batch_item_count']
):
uri_params = self._get_uri_params(spider, self.feeds[slot.uri_template]['uri_params'], slot)
self._close_slot(slot, spider)
slots.append(self._start_new_batch(
batch_id=slot.batch_id + 1,
uri=slot.uri_template % uri_params,
feed=self.feeds[slot.uri_template],
spider=spider,
uri_template=slot.uri_template,
))
else:
slots.append(slot)
self.slots = slots
def _load_components(self, setting_prefix):
conf = without_none_values(self.settings.getwithbase(setting_prefix))
@ -343,6 +395,22 @@ class FeedExporter:
return True
logger.error("Unknown feed format: %(format)s", {'format': format})
def _settings_are_valid(self):
"""
If FEED_EXPORT_BATCH_ITEM_COUNT setting or FEEDS.batch_item_count is specified uri has to contain
%(batch_time)s or %(batch_id)d to distinguish different files of partial output
"""
for uri_template, values in self.feeds.items():
if values['batch_item_count'] and not re.search(r'%\(batch_time\)s|%\(batch_id\)', uri_template):
logger.error(
'%(batch_time)s or %(batch_id)d must be in the feed URI ({}) if FEED_EXPORT_BATCH_ITEM_COUNT '
'setting or FEEDS.batch_item_count is specified and greater than 0. For more info see: '
'https://docs.scrapy.org/en/latest/topics/feed-exports.html#feed-export-batch-item-count'
''.format(uri_template)
)
return False
return True
def _storage_supported(self, uri):
scheme = urlparse(uri).scheme
if scheme in self.storages:
@ -368,12 +436,14 @@ class FeedExporter:
def _get_storage(self, uri):
return self._get_instance(self.storages[urlparse(uri).scheme], uri)
def _get_uri_params(self, spider, uri_params):
def _get_uri_params(self, spider, uri_params, slot=None):
params = {}
for k in dir(spider):
params[k] = getattr(spider, k)
ts = datetime.utcnow().replace(microsecond=0).isoformat().replace(':', '-')
params['time'] = ts
utc_now = datetime.utcnow()
params['time'] = utc_now.replace(microsecond=0).isoformat().replace(':', '-')
params['batch_time'] = utc_now.isoformat().replace(':', '-')
params['batch_id'] = slot.batch_id + 1 if slot is not None else 1
uripar_function = load_object(uri_params) if uri_params else lambda x, y: None
uripar_function(params, spider)
return params

View File

@ -147,6 +147,7 @@ FEED_STORAGES_BASE = {
's3': 'scrapy.extensions.feedexport.S3FeedStorage',
'stdout': 'scrapy.extensions.feedexport.StdoutFeedStorage',
}
FEED_EXPORT_BATCH_ITEM_COUNT = 0
FEED_EXPORTERS = {}
FEED_EXPORTERS_BASE = {
'json': 'scrapy.exporters.JsonItemExporter',

View File

@ -115,6 +115,7 @@ def get_sources(use_closest=True):
def feed_complete_default_values_from_settings(feed, settings):
out = feed.copy()
out.setdefault("batch_item_count", settings.getint('FEED_EXPORT_BATCH_ITEM_COUNT'))
out.setdefault("encoding", settings["FEED_EXPORT_ENCODING"])
out.setdefault("fields", settings.getlist("FEED_EXPORT_FIELDS") or None)
out.setdefault("store_empty", settings.getbool("FEED_STORE_EMPTY"))

View File

@ -6,6 +6,8 @@ import shutil
import string
import tempfile
import warnings
from abc import ABC, abstractmethod
from collections import defaultdict
from io import BytesIO
from logging import getLogger
from pathlib import Path
@ -24,9 +26,11 @@ from zope.interface.verify import verifyObject
import scrapy
from scrapy.crawler import CrawlerRunner
from scrapy.exceptions import NotConfigured
from scrapy.exporters import CsvItemExporter
from scrapy.extensions.feedexport import (
BlockingFeedStorage,
FeedExporter,
FileFeedStorage,
FTPFeedStorage,
GCSFeedStorage,
@ -91,6 +95,7 @@ class FTPFeedStorageTest(unittest.TestCase):
def get_test_spider(self, settings=None):
class TestSpider(scrapy.Spider):
name = 'test_spider'
crawler = get_crawler(settings_dict=settings)
spider = TestSpider.from_crawler(crawler)
return spider
@ -144,6 +149,7 @@ class BlockingFeedStorageTest(unittest.TestCase):
def get_test_spider(self, settings=None):
class TestSpider(scrapy.Spider):
name = 'test_spider'
crawler = get_crawler(settings_dict=settings)
spider = TestSpider.from_crawler(crawler)
return spider
@ -502,23 +508,84 @@ class LogOnStoreFileStorage:
file.close()
class FeedExportTest(unittest.TestCase):
class FeedExportTestBase(ABC, unittest.TestCase):
__test__ = False
class MyItem(scrapy.Item):
foo = scrapy.Field()
egg = scrapy.Field()
baz = scrapy.Field()
def _random_temp_filename(self, inter_dir=''):
chars = [random.choice(ascii_letters + digits) for _ in range(15)]
filename = ''.join(chars)
return os.path.join(self.temp_dir, inter_dir, filename)
def setUp(self):
self.temp_dir = tempfile.mkdtemp()
def tearDown(self):
shutil.rmtree(self.temp_dir, ignore_errors=True)
def _random_temp_filename(self):
chars = [random.choice(ascii_letters + digits) for _ in range(15)]
filename = ''.join(chars)
return os.path.join(self.temp_dir, filename)
@defer.inlineCallbacks
def exported_data(self, items, settings):
"""
Return exported data which a spider yielding ``items`` would return.
"""
class TestSpider(scrapy.Spider):
name = 'testspider'
def parse(self, response):
for item in items:
yield item
data = yield self.run_and_export(TestSpider, settings)
return data
@defer.inlineCallbacks
def exported_no_data(self, settings):
"""
Return exported data which a spider yielding no ``items`` would return.
"""
class TestSpider(scrapy.Spider):
name = 'testspider'
def parse(self, response):
pass
data = yield self.run_and_export(TestSpider, settings)
return data
@defer.inlineCallbacks
def assertExported(self, items, header, rows, settings=None, ordered=True):
yield self.assertExportedCsv(items, header, rows, settings, ordered)
yield self.assertExportedJsonLines(items, rows, settings)
yield self.assertExportedXml(items, rows, settings)
yield self.assertExportedPickle(items, rows, settings)
yield self.assertExportedMarshal(items, rows, settings)
yield self.assertExportedMultiple(items, rows, settings)
@abstractmethod
def run_and_export(self, spider_cls, settings):
pass
def _load_until_eof(self, data, load_func):
result = []
with tempfile.TemporaryFile() as temp:
temp.write(data)
temp.seek(0)
while True:
try:
result.append(load_func(temp))
except EOFError:
break
return result
class FeedExportTest(FeedExportTestBase):
__test__ = True
@defer.inlineCallbacks
def run_and_export(self, spider_cls, settings):
@ -559,35 +626,6 @@ class FeedExportTest(unittest.TestCase):
return content
@defer.inlineCallbacks
def exported_data(self, items, settings):
"""
Return exported data which a spider yielding ``items`` would return.
"""
class TestSpider(scrapy.Spider):
name = 'testspider'
def parse(self, response):
for item in items:
yield item
data = yield self.run_and_export(TestSpider, settings)
return data
@defer.inlineCallbacks
def exported_no_data(self, settings):
"""
Return exported data which a spider yielding no ``items`` would return.
"""
class TestSpider(scrapy.Spider):
name = 'testspider'
def parse(self, response):
pass
data = yield self.run_and_export(TestSpider, settings)
return data
@defer.inlineCallbacks
def assertExportedCsv(self, items, header, rows, settings=None, ordered=True):
settings = settings or {}
@ -653,18 +691,6 @@ class FeedExportTest(unittest.TestCase):
json_rows = json.loads(to_unicode(data['json']))
self.assertEqual(rows, json_rows)
def _load_until_eof(self, data, load_func):
result = []
with tempfile.TemporaryFile() as temp:
temp.write(data)
temp.seek(0)
while True:
try:
result.append(load_func(temp))
except EOFError:
break
return result
@defer.inlineCallbacks
def assertExportedPickle(self, items, rows, settings=None):
settings = settings or {}
@ -693,15 +719,6 @@ class FeedExportTest(unittest.TestCase):
result = self._load_until_eof(data['marshal'], load_func=marshal.load)
self.assertEqual(expected, result)
@defer.inlineCallbacks
def assertExported(self, items, header, rows, settings=None, ordered=True):
yield self.assertExportedCsv(items, header, rows, settings, ordered)
yield self.assertExportedJsonLines(items, rows, settings)
yield self.assertExportedXml(items, rows, settings)
yield self.assertExportedPickle(items, rows, settings)
yield self.assertExportedMarshal(items, rows, settings)
yield self.assertExportedMultiple(items, rows, settings)
@defer.inlineCallbacks
def test_export_items(self):
# feed exporters use field names from Item
@ -725,7 +742,7 @@ class FeedExportTest(unittest.TestCase):
},
}
data = yield self.exported_no_data(settings)
self.assertEqual(data[fmt], b'')
self.assertEqual(b'', data[fmt])
@defer.inlineCallbacks
def test_export_no_items_store_empty(self):
@ -745,7 +762,7 @@ class FeedExportTest(unittest.TestCase):
'FEED_EXPORT_INDENT': None,
}
data = yield self.exported_no_data(settings)
self.assertEqual(data[fmt], expctd)
self.assertEqual(expctd, data[fmt])
@defer.inlineCallbacks
def test_export_no_items_multiple_feeds(self):
@ -1163,3 +1180,376 @@ class FeedExportTest(unittest.TestCase):
print(log)
for fmt in ['json', 'xml', 'csv']:
self.assertIn('Error storing %s feed (2 items)' % fmt, str(log))
class BatchDeliveriesTest(FeedExportTestBase):
__test__ = True
_file_mark = '_%(batch_time)s_#%(batch_id)02d_'
@defer.inlineCallbacks
def run_and_export(self, spider_cls, settings):
""" Run spider with specified settings; return exported data. """
def build_url(path):
if path[0] != '/':
path = '/' + path
return urljoin('file:', path)
FEEDS = settings.get('FEEDS') or {}
settings['FEEDS'] = {
build_url(file_path): feed
for file_path, feed in FEEDS.items()
}
content = defaultdict(list)
try:
with MockServer() as s:
runner = CrawlerRunner(Settings(settings))
spider_cls.start_urls = [s.url('/')]
yield runner.crawl(spider_cls)
for path, feed in FEEDS.items():
dir_name = os.path.dirname(path)
for file in sorted(os.listdir(dir_name)):
with open(os.path.join(dir_name, file), 'rb') as f:
data = f.read()
content[feed['format']].append(data)
finally:
self.tearDown()
defer.returnValue(content)
@defer.inlineCallbacks
def assertExportedJsonLines(self, items, rows, settings=None):
settings = settings or {}
settings.update({
'FEEDS': {
os.path.join(self._random_temp_filename(), 'jl', self._file_mark): {'format': 'jl'},
},
})
batch_size = settings.getint('FEED_EXPORT_BATCH_ITEM_COUNT')
rows = [{k: v for k, v in row.items() if v} for row in rows]
data = yield self.exported_data(items, settings)
for batch in data['jl']:
got_batch = [json.loads(to_unicode(batch_item)) for batch_item in batch.splitlines()]
expected_batch, rows = rows[:batch_size], rows[batch_size:]
self.assertEqual(expected_batch, got_batch)
@defer.inlineCallbacks
def assertExportedCsv(self, items, header, rows, settings=None, ordered=True):
settings = settings or {}
settings.update({
'FEEDS': {
os.path.join(self._random_temp_filename(), 'csv', self._file_mark): {'format': 'csv'},
},
})
batch_size = settings.getint('FEED_EXPORT_BATCH_ITEM_COUNT')
data = yield self.exported_data(items, settings)
for batch in data['csv']:
got_batch = csv.DictReader(to_unicode(batch).splitlines())
self.assertEqual(list(header), got_batch.fieldnames)
expected_batch, rows = rows[:batch_size], rows[batch_size:]
self.assertEqual(expected_batch, list(got_batch))
@defer.inlineCallbacks
def assertExportedXml(self, items, rows, settings=None):
settings = settings or {}
settings.update({
'FEEDS': {
os.path.join(self._random_temp_filename(), 'xml', self._file_mark): {'format': 'xml'},
},
})
batch_size = settings.getint('FEED_EXPORT_BATCH_ITEM_COUNT')
rows = [{k: v for k, v in row.items() if v} for row in rows]
data = yield self.exported_data(items, settings)
for batch in data['xml']:
root = lxml.etree.fromstring(batch)
got_batch = [{e.tag: e.text for e in it} for it in root.findall('item')]
expected_batch, rows = rows[:batch_size], rows[batch_size:]
self.assertEqual(expected_batch, got_batch)
@defer.inlineCallbacks
def assertExportedMultiple(self, items, rows, settings=None):
settings = settings or {}
settings.update({
'FEEDS': {
os.path.join(self._random_temp_filename(), 'xml', self._file_mark): {'format': 'xml'},
os.path.join(self._random_temp_filename(), 'json', self._file_mark): {'format': 'json'},
},
})
batch_size = settings.getint('FEED_EXPORT_BATCH_ITEM_COUNT')
rows = [{k: v for k, v in row.items() if v} for row in rows]
data = yield self.exported_data(items, settings)
# XML
xml_rows = rows.copy()
for batch in data['xml']:
root = lxml.etree.fromstring(batch)
got_batch = [{e.tag: e.text for e in it} for it in root.findall('item')]
expected_batch, xml_rows = xml_rows[:batch_size], xml_rows[batch_size:]
self.assertEqual(expected_batch, got_batch)
# JSON
json_rows = rows.copy()
for batch in data['json']:
got_batch = json.loads(batch.decode('utf-8'))
expected_batch, json_rows = json_rows[:batch_size], json_rows[batch_size:]
self.assertEqual(expected_batch, got_batch)
@defer.inlineCallbacks
def assertExportedPickle(self, items, rows, settings=None):
settings = settings or {}
settings.update({
'FEEDS': {
os.path.join(self._random_temp_filename(), 'pickle', self._file_mark): {'format': 'pickle'},
},
})
batch_size = settings.getint('FEED_EXPORT_BATCH_ITEM_COUNT')
rows = [{k: v for k, v in row.items() if v} for row in rows]
data = yield self.exported_data(items, settings)
import pickle
for batch in data['pickle']:
got_batch = self._load_until_eof(batch, load_func=pickle.load)
expected_batch, rows = rows[:batch_size], rows[batch_size:]
self.assertEqual(expected_batch, got_batch)
@defer.inlineCallbacks
def assertExportedMarshal(self, items, rows, settings=None):
settings = settings or {}
settings.update({
'FEEDS': {
os.path.join(self._random_temp_filename(), 'marshal', self._file_mark): {'format': 'marshal'},
},
})
batch_size = settings.getint('FEED_EXPORT_BATCH_ITEM_COUNT')
rows = [{k: v for k, v in row.items() if v} for row in rows]
data = yield self.exported_data(items, settings)
import marshal
for batch in data['marshal']:
got_batch = self._load_until_eof(batch, load_func=marshal.load)
expected_batch, rows = rows[:batch_size], rows[batch_size:]
self.assertEqual(expected_batch, got_batch)
@defer.inlineCallbacks
def test_export_items(self):
""" Test partial deliveries in all supported formats """
items = [
self.MyItem({'foo': 'bar1', 'egg': 'spam1'}),
self.MyItem({'foo': 'bar2', 'egg': 'spam2', 'baz': 'quux2'}),
self.MyItem({'foo': 'bar3', 'baz': 'quux3'}),
]
rows = [
{'egg': 'spam1', 'foo': 'bar1', 'baz': ''},
{'egg': 'spam2', 'foo': 'bar2', 'baz': 'quux2'},
{'foo': 'bar3', 'baz': 'quux3', 'egg': ''}
]
settings = {
'FEED_EXPORT_BATCH_ITEM_COUNT': 2
}
header = self.MyItem.fields.keys()
yield self.assertExported(items, header, rows, settings=Settings(settings))
def test_wrong_path(self):
""" If path is without %(batch_time)s and %(batch_id) an exception must be raised """
settings = {
'FEEDS': {
self._random_temp_filename(): {'format': 'xml'},
},
'FEED_EXPORT_BATCH_ITEM_COUNT': 1
}
crawler = get_crawler(settings_dict=settings)
self.assertRaises(NotConfigured, FeedExporter, crawler)
@defer.inlineCallbacks
def test_export_no_items_not_store_empty(self):
for fmt in ('json', 'jsonlines', 'xml', 'csv'):
settings = {
'FEEDS': {
os.path.join(self._random_temp_filename(), fmt, self._file_mark): {'format': fmt},
},
'FEED_EXPORT_BATCH_ITEM_COUNT': 1
}
data = yield self.exported_no_data(settings)
data = dict(data)
self.assertEqual(b'', data[fmt][0])
@defer.inlineCallbacks
def test_export_no_items_store_empty(self):
formats = (
('json', b'[]'),
('jsonlines', b''),
('xml', b'<?xml version="1.0" encoding="utf-8"?>\n<items></items>'),
('csv', b''),
)
for fmt, expctd in formats:
settings = {
'FEEDS': {
os.path.join(self._random_temp_filename(), fmt, self._file_mark): {'format': fmt},
},
'FEED_STORE_EMPTY': True,
'FEED_EXPORT_INDENT': None,
'FEED_EXPORT_BATCH_ITEM_COUNT': 1,
}
data = yield self.exported_no_data(settings)
data = dict(data)
self.assertEqual(expctd, data[fmt][0])
@defer.inlineCallbacks
def test_export_multiple_configs(self):
items = [dict({'foo': u'FOO', 'bar': u'BAR'}), dict({'foo': u'FOO1', 'bar': u'BAR1'})]
formats = {
'json': ['[\n{"bar": "BAR"}\n]'.encode('utf-8'),
'[\n{"bar": "BAR1"}\n]'.encode('utf-8')],
'xml': [
(
'<?xml version="1.0" encoding="latin-1"?>\n'
'<items>\n <item>\n <foo>FOO</foo>\n </item>\n</items>'
).encode('latin-1'),
(
'<?xml version="1.0" encoding="latin-1"?>\n'
'<items>\n <item>\n <foo>FOO1</foo>\n </item>\n</items>'
).encode('latin-1')
],
'csv': ['foo,bar\r\nFOO,BAR\r\n'.encode('utf-8'),
'foo,bar\r\nFOO1,BAR1\r\n'.encode('utf-8')],
}
settings = {
'FEEDS': {
os.path.join(self._random_temp_filename(), 'json', self._file_mark): {
'format': 'json',
'indent': 0,
'fields': ['bar'],
'encoding': 'utf-8',
},
os.path.join(self._random_temp_filename(), 'xml', self._file_mark): {
'format': 'xml',
'indent': 2,
'fields': ['foo'],
'encoding': 'latin-1',
},
os.path.join(self._random_temp_filename(), 'csv', self._file_mark): {
'format': 'csv',
'indent': None,
'fields': ['foo', 'bar'],
'encoding': 'utf-8',
},
},
'FEED_EXPORT_BATCH_ITEM_COUNT': 1,
}
data = yield self.exported_data(items, settings)
for fmt, expected in formats.items():
for expected_batch, got_batch in zip(expected, data[fmt]):
self.assertEqual(expected_batch, got_batch)
@defer.inlineCallbacks
def test_batch_item_count_feeds_setting(self):
items = [dict({'foo': u'FOO'}), dict({'foo': u'FOO1'})]
formats = {
'json': ['[{"foo": "FOO"}]'.encode('utf-8'),
'[{"foo": "FOO1"}]'.encode('utf-8')],
}
settings = {
'FEEDS': {
os.path.join(self._random_temp_filename(), 'json', self._file_mark): {
'format': 'json',
'indent': None,
'encoding': 'utf-8',
'batch_item_count': 1,
},
},
}
data = yield self.exported_data(items, settings)
for fmt, expected in formats.items():
for expected_batch, got_batch in zip(expected, data[fmt]):
self.assertEqual(expected_batch, got_batch)
@defer.inlineCallbacks
def test_batch_path_differ(self):
"""
Test that the name of all batch files differ from each other.
So %(batch_time)s replaced with the current date.
"""
items = [
self.MyItem({'foo': 'bar1', 'egg': 'spam1'}),
self.MyItem({'foo': 'bar2', 'egg': 'spam2', 'baz': 'quux2'}),
self.MyItem({'foo': 'bar3', 'baz': 'quux3'}),
]
settings = {
'FEEDS': {
os.path.join(self._random_temp_filename(), '%(batch_time)s'): {
'format': 'json',
},
},
'FEED_EXPORT_BATCH_ITEM_COUNT': 1,
}
data = yield self.exported_data(items, settings)
self.assertEqual(len(items) + 1, len(data['json']))
@defer.inlineCallbacks
def test_s3_export(self):
"""
Test export of items into s3 bucket.
S3_TEST_BUCKET_NAME, AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY must be specified in tox.ini
to perform this test:
[testenv]
setenv =
AWS_SECRET_ACCESS_KEY = ABCD
AWS_ACCESS_KEY_ID = EFGH
S3_TEST_BUCKET_NAME = IJKL
"""
try:
import boto3
except ImportError:
raise unittest.SkipTest("S3FeedStorage requires boto3")
assert_aws_environ()
s3_test_bucket_name = os.environ.get('S3_TEST_BUCKET_NAME')
access_key = os.environ.get('AWS_ACCESS_KEY_ID')
secret_key = os.environ.get('AWS_SECRET_ACCESS_KEY')
if not s3_test_bucket_name:
raise unittest.SkipTest("No S3 BUCKET available for testing")
chars = [random.choice(ascii_letters + digits) for _ in range(15)]
filename = ''.join(chars)
prefix = 'tmp/{filename}'.format(filename=filename)
s3_test_file_uri = 's3://{bucket_name}/{prefix}/%(batch_time)s.json'.format(
bucket_name=s3_test_bucket_name, prefix=prefix
)
storage = S3FeedStorage(s3_test_bucket_name, access_key, secret_key)
settings = Settings({
'FEEDS': {
s3_test_file_uri: {
'format': 'json',
},
},
'FEED_EXPORT_BATCH_ITEM_COUNT': 1,
})
items = [
self.MyItem({'foo': 'bar1', 'egg': 'spam1'}),
self.MyItem({'foo': 'bar2', 'egg': 'spam2', 'baz': 'quux2'}),
self.MyItem({'foo': 'bar3', 'baz': 'quux3'}),
]
verifyObject(IFeedStorage, storage)
class TestSpider(scrapy.Spider):
name = 'testspider'
def parse(self, response):
for item in items:
yield item
s3 = boto3.resource('s3')
my_bucket = s3.Bucket(s3_test_bucket_name)
batch_size = settings.getint('FEED_EXPORT_BATCH_ITEM_COUNT')
with MockServer() as s:
runner = CrawlerRunner(Settings(settings))
TestSpider.start_urls = [s.url('/')]
yield runner.crawl(TestSpider)
for file_uri in my_bucket.objects.filter(Prefix=prefix):
content = get_s3_content_and_delete(s3_test_bucket_name, file_uri.key)
if not content and not items:
break
content = json.loads(content.decode('utf-8'))
expected_batch, items = items[:batch_size], items[batch_size:]
self.assertEqual(expected_batch, content)

View File

@ -149,6 +149,7 @@ class FeedExportConfigTestCase(unittest.TestCase):
"FEED_EXPORT_INDENT": 42,
"FEED_STORE_EMPTY": True,
"FEED_URI_PARAMS": (1, 2, 3, 4),
"FEED_EXPORT_BATCH_ITEM_COUNT": 2,
})
new_feed = feed_complete_default_values_from_settings(feed, settings)
self.assertEqual(new_feed, {
@ -157,6 +158,7 @@ class FeedExportConfigTestCase(unittest.TestCase):
"indent": 42,
"store_empty": True,
"uri_params": (1, 2, 3, 4),
"batch_item_count": 2,
})
def test_feed_complete_default_values_from_settings_non_empty(self):
@ -169,6 +171,7 @@ class FeedExportConfigTestCase(unittest.TestCase):
"FEED_EXPORT_FIELDS": ["f1", "f2", "f3"],
"FEED_EXPORT_INDENT": 42,
"FEED_STORE_EMPTY": True,
"FEED_EXPORT_BATCH_ITEM_COUNT": 2,
})
new_feed = feed_complete_default_values_from_settings(feed, settings)
self.assertEqual(new_feed, {
@ -177,6 +180,7 @@ class FeedExportConfigTestCase(unittest.TestCase):
"indent": 42,
"store_empty": True,
"uri_params": None,
"batch_item_count": 2,
})

View File

@ -12,6 +12,7 @@ deps =
-ctests/constraints.txt
-rtests/requirements-py3.txt
# Extras
boto3>=1.13.0
botocore>=1.3.23
Pillow>=3.4.2
passenv =