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scrapy/tests/test_exporters.py

511 lines
18 KiB
Python

from __future__ import absolute_import
import re
import json
import marshal
import tempfile
import unittest
from io import BytesIO
from datetime import datetime
from six.moves import cPickle as pickle
import lxml.etree
import six
from scrapy.item import Item, Field
from scrapy.utils.python import to_unicode
from scrapy.exporters import (
BaseItemExporter, PprintItemExporter, PickleItemExporter, CsvItemExporter,
XmlItemExporter, JsonLinesItemExporter, JsonItemExporter,
PythonItemExporter, MarshalItemExporter
)
class TestItem(Item):
name = Field()
age = Field()
class BaseItemExporterTest(unittest.TestCase):
def setUp(self):
self.i = TestItem(name=u'John\xa3', age=u'22')
self.output = BytesIO()
self.ie = self._get_exporter()
def _get_exporter(self, **kwargs):
return BaseItemExporter(**kwargs)
def _check_output(self):
pass
def _assert_expected_item(self, exported_dict):
for k, v in exported_dict.items():
exported_dict[k] = to_unicode(v)
self.assertEqual(self.i, exported_dict)
def _get_nonstring_types_item(self):
return {
'boolean': False,
'number': 22,
'time': datetime(2015, 1, 1, 1, 1, 1),
'float': 3.14,
}
def assertItemExportWorks(self, item):
self.ie.start_exporting()
try:
self.ie.export_item(item)
except NotImplementedError:
if self.ie.__class__ is not BaseItemExporter:
raise
self.ie.finish_exporting()
self._check_output()
def test_export_item(self):
self.assertItemExportWorks(self.i)
def test_export_dict_item(self):
self.assertItemExportWorks(dict(self.i))
def test_serialize_field(self):
res = self.ie.serialize_field(self.i.fields['name'], 'name', self.i['name'])
self.assertEqual(res, u'John\xa3')
res = self.ie.serialize_field(self.i.fields['age'], 'age', self.i['age'])
self.assertEqual(res, u'22')
def test_fields_to_export(self):
ie = self._get_exporter(fields_to_export=['name'])
self.assertEqual(list(ie._get_serialized_fields(self.i)), [('name', u'John\xa3')])
ie = self._get_exporter(fields_to_export=['name'], encoding='latin-1')
_, name = list(ie._get_serialized_fields(self.i))[0]
assert isinstance(name, six.text_type)
self.assertEqual(name, u'John\xa3')
def test_field_custom_serializer(self):
def custom_serializer(value):
return str(int(value) + 2)
class CustomFieldItem(Item):
name = Field()
age = Field(serializer=custom_serializer)
i = CustomFieldItem(name=u'John\xa3', age=u'22')
ie = self._get_exporter()
self.assertEqual(ie.serialize_field(i.fields['name'], 'name', i['name']), u'John\xa3')
self.assertEqual(ie.serialize_field(i.fields['age'], 'age', i['age']), '24')
class PythonItemExporterTest(BaseItemExporterTest):
def _get_exporter(self, **kwargs):
return PythonItemExporter(binary=False, **kwargs)
def test_invalid_option(self):
with self.assertRaisesRegexp(TypeError, "Unexpected options: invalid_option"):
PythonItemExporter(invalid_option='something')
def test_nested_item(self):
i1 = TestItem(name=u'Joseph', age='22')
i2 = dict(name=u'Maria', age=i1)
i3 = TestItem(name=u'Jesus', age=i2)
ie = self._get_exporter()
exported = ie.export_item(i3)
self.assertEqual(type(exported), dict)
self.assertEqual(exported, {'age': {'age': {'age': '22', 'name': u'Joseph'}, 'name': u'Maria'}, 'name': 'Jesus'})
self.assertEqual(type(exported['age']), dict)
self.assertEqual(type(exported['age']['age']), dict)
def test_export_list(self):
i1 = TestItem(name=u'Joseph', age='22')
i2 = TestItem(name=u'Maria', age=[i1])
i3 = TestItem(name=u'Jesus', age=[i2])
ie = self._get_exporter()
exported = ie.export_item(i3)
self.assertEqual(exported, {'age': [{'age': [{'age': '22', 'name': u'Joseph'}], 'name': u'Maria'}], 'name': 'Jesus'})
self.assertEqual(type(exported['age'][0]), dict)
self.assertEqual(type(exported['age'][0]['age'][0]), dict)
def test_export_item_dict_list(self):
i1 = TestItem(name=u'Joseph', age='22')
i2 = dict(name=u'Maria', age=[i1])
i3 = TestItem(name=u'Jesus', age=[i2])
ie = self._get_exporter()
exported = ie.export_item(i3)
self.assertEqual(exported, {'age': [{'age': [{'age': '22', 'name': u'Joseph'}], 'name': u'Maria'}], 'name': 'Jesus'})
self.assertEqual(type(exported['age'][0]), dict)
self.assertEqual(type(exported['age'][0]['age'][0]), dict)
def test_export_binary(self):
exporter = PythonItemExporter(binary=True)
value = TestItem(name=u'John\xa3', age=u'22')
expected = {b'name': b'John\xc2\xa3', b'age': b'22'}
self.assertEqual(expected, exporter.export_item(value))
def test_nonstring_types_item(self):
item = self._get_nonstring_types_item()
ie = self._get_exporter()
exported = ie.export_item(item)
self.assertEqual(exported, item)
class PprintItemExporterTest(BaseItemExporterTest):
def _get_exporter(self, **kwargs):
return PprintItemExporter(self.output, **kwargs)
def _check_output(self):
self._assert_expected_item(eval(self.output.getvalue()))
class PickleItemExporterTest(BaseItemExporterTest):
def _get_exporter(self, **kwargs):
return PickleItemExporter(self.output, **kwargs)
def _check_output(self):
self._assert_expected_item(pickle.loads(self.output.getvalue()))
def test_export_multiple_items(self):
i1 = TestItem(name='hello', age='world')
i2 = TestItem(name='bye', age='world')
f = BytesIO()
ie = PickleItemExporter(f)
ie.start_exporting()
ie.export_item(i1)
ie.export_item(i2)
ie.finish_exporting()
f.seek(0)
self.assertEqual(pickle.load(f), i1)
self.assertEqual(pickle.load(f), i2)
def test_nonstring_types_item(self):
item = self._get_nonstring_types_item()
fp = BytesIO()
ie = PickleItemExporter(fp)
ie.start_exporting()
ie.export_item(item)
ie.finish_exporting()
self.assertEqual(pickle.loads(fp.getvalue()), item)
class MarshalItemExporterTest(BaseItemExporterTest):
def _get_exporter(self, **kwargs):
self.output = tempfile.TemporaryFile()
return MarshalItemExporter(self.output, **kwargs)
def _check_output(self):
self.output.seek(0)
self._assert_expected_item(marshal.load(self.output))
def test_nonstring_types_item(self):
item = self._get_nonstring_types_item()
item.pop('time') # datetime is not marshallable
fp = tempfile.TemporaryFile()
ie = MarshalItemExporter(fp)
ie.start_exporting()
ie.export_item(item)
ie.finish_exporting()
fp.seek(0)
self.assertEqual(marshal.load(fp), item)
class CsvItemExporterTest(BaseItemExporterTest):
def _get_exporter(self, **kwargs):
return CsvItemExporter(self.output, **kwargs)
def assertCsvEqual(self, first, second, msg=None):
first = to_unicode(first)
second = to_unicode(second)
csvsplit = lambda csv: [sorted(re.split(r'(,|\s+)', line))
for line in csv.splitlines(True)]
return self.assertEqual(csvsplit(first), csvsplit(second), msg)
def _check_output(self):
self.assertCsvEqual(to_unicode(self.output.getvalue()), u'age,name\r\n22,John\xa3\r\n')
def assertExportResult(self, item, expected, **kwargs):
fp = BytesIO()
ie = CsvItemExporter(fp, **kwargs)
ie.start_exporting()
ie.export_item(item)
ie.finish_exporting()
self.assertCsvEqual(fp.getvalue(), expected)
def test_header_export_all(self):
self.assertExportResult(
item=self.i,
fields_to_export=self.i.fields.keys(),
expected=b'age,name\r\n22,John\xc2\xa3\r\n',
)
def test_header_export_all_dict(self):
self.assertExportResult(
item=dict(self.i),
expected=b'age,name\r\n22,John\xc2\xa3\r\n',
)
def test_header_export_single_field(self):
for item in [self.i, dict(self.i)]:
self.assertExportResult(
item=item,
fields_to_export=['age'],
expected=b'age\r\n22\r\n',
)
def test_header_export_two_items(self):
for item in [self.i, dict(self.i)]:
output = BytesIO()
ie = CsvItemExporter(output)
ie.start_exporting()
ie.export_item(item)
ie.export_item(item)
ie.finish_exporting()
self.assertCsvEqual(output.getvalue(),
b'age,name\r\n22,John\xc2\xa3\r\n22,John\xc2\xa3\r\n')
def test_header_no_header_line(self):
for item in [self.i, dict(self.i)]:
self.assertExportResult(
item=item,
include_headers_line=False,
expected=b'22,John\xc2\xa3\r\n',
)
def test_join_multivalue(self):
class TestItem2(Item):
name = Field()
friends = Field()
for cls in TestItem2, dict:
self.assertExportResult(
item=cls(name='John', friends=['Mary', 'Paul']),
include_headers_line=False,
expected='"Mary,Paul",John\r\n',
)
def test_join_multivalue_not_strings(self):
self.assertExportResult(
item=dict(name='John', friends=[4, 8]),
include_headers_line=False,
expected='"[4, 8]",John\r\n',
)
def test_nonstring_types_item(self):
self.assertExportResult(
item=self._get_nonstring_types_item(),
include_headers_line=False,
expected='22,False,3.14,2015-01-01 01:01:01\r\n'
)
class XmlItemExporterTest(BaseItemExporterTest):
def _get_exporter(self, **kwargs):
return XmlItemExporter(self.output, **kwargs)
def assertXmlEquivalent(self, first, second, msg=None):
def xmltuple(elem):
children = list(elem.iterchildren())
if children:
return [(child.tag, sorted(xmltuple(child)))
for child in children]
else:
return [(elem.tag, [(elem.text, ())])]
def xmlsplit(xmlcontent):
doc = lxml.etree.fromstring(xmlcontent)
return xmltuple(doc)
return self.assertEqual(xmlsplit(first), xmlsplit(second), msg)
def assertExportResult(self, item, expected_value):
fp = BytesIO()
ie = XmlItemExporter(fp)
ie.start_exporting()
ie.export_item(item)
ie.finish_exporting()
self.assertXmlEquivalent(fp.getvalue(), expected_value)
def _check_output(self):
expected_value = b'<?xml version="1.0" encoding="utf-8"?>\n<items><item><age>22</age><name>John\xc2\xa3</name></item></items>'
self.assertXmlEquivalent(self.output.getvalue(), expected_value)
def test_multivalued_fields(self):
self.assertExportResult(
TestItem(name=[u'John\xa3', u'Doe']),
b'<?xml version="1.0" encoding="utf-8"?>\n<items><item><name><value>John\xc2\xa3</value><value>Doe</value></name></item></items>'
)
def test_nested_item(self):
i1 = TestItem(name=u'foo\xa3hoo', age='22')
i2 = dict(name=u'bar', age=i1)
i3 = TestItem(name=u'buz', age=i2)
self.assertExportResult(i3,
b'<?xml version="1.0" encoding="utf-8"?>\n'
b'<items>'
b'<item>'
b'<age>'
b'<age>'
b'<age>22</age>'
b'<name>foo\xc2\xa3hoo</name>'
b'</age>'
b'<name>bar</name>'
b'</age>'
b'<name>buz</name>'
b'</item>'
b'</items>'
)
def test_nested_list_item(self):
i1 = TestItem(name=u'foo')
i2 = dict(name=u'bar', v2={"egg": ["spam"]})
i3 = TestItem(name=u'buz', age=[i1, i2])
self.assertExportResult(i3,
b'<?xml version="1.0" encoding="utf-8"?>\n'
b'<items>'
b'<item>'
b'<age>'
b'<value><name>foo</name></value>'
b'<value><name>bar</name><v2><egg><value>spam</value></egg></v2></value>'
b'</age>'
b'<name>buz</name>'
b'</item>'
b'</items>'
)
def test_nonstring_types_item(self):
item = self._get_nonstring_types_item()
self.assertExportResult(item,
b'<?xml version="1.0" encoding="utf-8"?>\n'
b'<items>'
b'<item>'
b'<float>3.14</float>'
b'<boolean>False</boolean>'
b'<number>22</number>'
b'<time>2015-01-01 01:01:01</time>'
b'</item>'
b'</items>'
)
class JsonLinesItemExporterTest(BaseItemExporterTest):
_expected_nested = {'name': u'Jesus', 'age': {'name': 'Maria', 'age': {'name': 'Joseph', 'age': '22'}}}
def _get_exporter(self, **kwargs):
return JsonLinesItemExporter(self.output, **kwargs)
def _check_output(self):
exported = json.loads(to_unicode(self.output.getvalue().strip()))
self.assertEqual(exported, dict(self.i))
def test_nested_item(self):
i1 = TestItem(name=u'Joseph', age='22')
i2 = dict(name=u'Maria', age=i1)
i3 = TestItem(name=u'Jesus', age=i2)
self.ie.start_exporting()
self.ie.export_item(i3)
self.ie.finish_exporting()
exported = json.loads(to_unicode(self.output.getvalue()))
self.assertEqual(exported, self._expected_nested)
def test_extra_keywords(self):
self.ie = self._get_exporter(sort_keys=True)
self.test_export_item()
self._check_output()
self.assertRaises(TypeError, self._get_exporter, foo_unknown_keyword_bar=True)
def test_nonstring_types_item(self):
item = self._get_nonstring_types_item()
self.ie.start_exporting()
self.ie.export_item(item)
self.ie.finish_exporting()
exported = json.loads(to_unicode(self.output.getvalue()))
item['time'] = str(item['time'])
self.assertEqual(exported, item)
class JsonItemExporterTest(JsonLinesItemExporterTest):
_expected_nested = [JsonLinesItemExporterTest._expected_nested]
def _get_exporter(self, **kwargs):
return JsonItemExporter(self.output, **kwargs)
def _check_output(self):
exported = json.loads(to_unicode(self.output.getvalue().strip()))
self.assertEqual(exported, [dict(self.i)])
def assertTwoItemsExported(self, item):
self.ie.start_exporting()
self.ie.export_item(item)
self.ie.export_item(item)
self.ie.finish_exporting()
exported = json.loads(to_unicode(self.output.getvalue()))
self.assertEqual(exported, [dict(item), dict(item)])
def test_two_items(self):
self.assertTwoItemsExported(self.i)
def test_two_dict_items(self):
self.assertTwoItemsExported(dict(self.i))
def test_nested_item(self):
i1 = TestItem(name=u'Joseph\xa3', age='22')
i2 = TestItem(name=u'Maria', age=i1)
i3 = TestItem(name=u'Jesus', age=i2)
self.ie.start_exporting()
self.ie.export_item(i3)
self.ie.finish_exporting()
exported = json.loads(to_unicode(self.output.getvalue()))
expected = {'name': u'Jesus', 'age': {'name': 'Maria', 'age': dict(i1)}}
self.assertEqual(exported, [expected])
def test_nested_dict_item(self):
i1 = dict(name=u'Joseph\xa3', age='22')
i2 = TestItem(name=u'Maria', age=i1)
i3 = dict(name=u'Jesus', age=i2)
self.ie.start_exporting()
self.ie.export_item(i3)
self.ie.finish_exporting()
exported = json.loads(to_unicode(self.output.getvalue()))
expected = {'name': u'Jesus', 'age': {'name': 'Maria', 'age': i1}}
self.assertEqual(exported, [expected])
def test_nonstring_types_item(self):
item = self._get_nonstring_types_item()
self.ie.start_exporting()
self.ie.export_item(item)
self.ie.finish_exporting()
exported = json.loads(to_unicode(self.output.getvalue()))
item['time'] = str(item['time'])
self.assertEqual(exported, [item])
class CustomItemExporterTest(unittest.TestCase):
def test_exporter_custom_serializer(self):
class CustomItemExporter(BaseItemExporter):
def serialize_field(self, field, name, value):
if name == 'age':
return str(int(value) + 1)
else:
return super(CustomItemExporter, self).serialize_field(field, name, value)
i = TestItem(name=u'John', age='22')
ie = CustomItemExporter()
self.assertEqual(ie.serialize_field(i.fields['name'], 'name', i['name']), 'John')
self.assertEqual(ie.serialize_field(i.fields['age'], 'age', i['age']), '23')
i2 = {'name': u'John', 'age': '22'}
self.assertEqual(ie.serialize_field({}, 'name', i2['name']), 'John')
self.assertEqual(ie.serialize_field({}, 'age', i2['age']), '23')
if __name__ == '__main__':
unittest.main()