1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
|
import json
import datetime
from typing import Any
import pytest
import elasticsearch
import fatcat_openapi_client
from fatcat_openapi_client import ReleaseEntity, ReleaseExtIds
import fuzzycat.matching
from fatcat_tools.importers import EntityImporter
from fatcat_tools.transforms import entity_to_dict
from fixtures import *
@pytest.fixture(scope="function")
def entity_importer(api, mocker) -> Any:
es_client = elasticsearch.Elasticsearch("mockbackend")
mocker.patch('elasticsearch.connection.Urllib3HttpConnection.perform_request')
yield EntityImporter(api, es_client=es_client)
def test_fuzzy_match_none(entity_importer, mocker) -> None:
"""
Simple ES-mocked test for "no search results" case
"""
es_raw = mocker.patch('elasticsearch.connection.Urllib3HttpConnection.perform_request')
es_raw.side_effect = [
(200, {}, json.dumps(ES_RELEASE_EMPTY_RESP)),
(200, {}, json.dumps(ES_RELEASE_EMPTY_RESP)),
]
release = ReleaseEntity(
title="some long title which should not match anything because it is for testing",
ext_ids=ReleaseExtIds(),
)
resp = entity_importer.match_existing_release_fuzzy(release)
assert resp == None
def test_fuzzy_match_different(entity_importer, mocker) -> None:
"""
Simple fuzzycat-mocked test for "strong match" case
"""
r1 = ReleaseEntity(
title="example title: novel work",
contribs=[ReleaseContrib(raw_name="robin hood")],
ext_ids=ReleaseExtIds(doi="10.1234/abcdefg"),
)
r2 = ReleaseEntity(
title="Example Title: Novel Work?",
contribs=[ReleaseContrib(raw_name="robin hood")],
ext_ids=ReleaseExtIds(),
)
r3 = ReleaseEntity(
title="entirely different",
contribs=[ReleaseContrib(raw_name="king tut")],
ext_ids=ReleaseExtIds(),
)
match_raw = mocker.patch('fatcat_tools.importers.common.match_release_fuzzy')
match_raw.side_effect = [[r3, r2, r3, r2]]
resp = entity_importer.match_existing_release_fuzzy(r1)
assert (resp[0], resp[2]) == ("STRONG", r2)
match_raw.side_effect = [[r2, r2, r3, r1]]
resp = entity_importer.match_existing_release_fuzzy(r1)
assert (resp[0], resp[2]) == ("EXACT", r1)
match_raw.side_effect = [[r3]]
resp = entity_importer.match_existing_release_fuzzy(r1)
assert resp == None
match_raw.side_effect = [[]]
resp = entity_importer.match_existing_release_fuzzy(r1)
assert resp == None
|
