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import datetime
import json
from typing import Any
import elasticsearch
import fatcat_openapi_client
import fuzzycat.matching
import pytest
from fatcat_openapi_client import ReleaseEntity, ReleaseExtIds
from fixtures import *
from fatcat_tools.importers import EntityImporter
from fatcat_tools.transforms import entity_to_dict
@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 is 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 is None
match_raw.side_effect = [[]]
resp = entity_importer.match_existing_release_fuzzy(r1)
assert resp is None
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