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import functools
import pytest
from devtools_testutils import (
AzureRecordedTestCase,
EnvironmentVariableLoader,
)
from devtools_testutils.aio import recorded_by_proxy_async
from azure.core.credentials import AzureKeyCredential
from azure.ai.textanalytics.aio import TextAnalysisClient
from azure.ai.textanalytics.models import (
MultiLanguageTextInput,
MultiLanguageInput,
TextEntityLinkingInput,
EntityLinkingActionContent,
AnalyzeTextEntityLinkingResult,
EntityLinkingActionResult,
LinkedEntity,
EntityLinkingMatch,
)
TextAnalysisPreparer = functools.partial(
EnvironmentVariableLoader,
"text_analysis",
text_analysis_endpoint="https://Sanitized.cognitiveservices.azure.com/",
text_analysis_key="fake_key",
)
class TestTextAnalysisAsync(AzureRecordedTestCase):
def create_client(self, endpoint: str, key: str) -> TextAnalysisClient:
return TextAnalysisClient(endpoint, AzureKeyCredential(key))
class TestTextAnalysisCaseAsync(TestTextAnalysisAsync):
@TextAnalysisPreparer()
@recorded_by_proxy_async
@pytest.mark.asyncio
async def test_analyze_text_recognize_linked_entities_async(self, text_analysis_endpoint, text_analysis_key):
async with self.create_client(text_analysis_endpoint, text_analysis_key) as client:
text_a = (
"Microsoft was founded by Bill Gates with some friends he met at Harvard. One of his friends, Steve "
"Ballmer, eventually became CEO after Bill Gates as well. Steve Ballmer eventually stepped down as "
"CEO of Microsoft, and was succeeded by Satya Nadella. Microsoft originally moved its headquarters "
"to Bellevue, Washington in January 1979, but is now headquartered in Redmond"
)
body = TextEntityLinkingInput(
text_input=MultiLanguageTextInput(
multi_language_inputs=[MultiLanguageInput(id="A", text=text_a, language="en")]
),
action_content=EntityLinkingActionContent(model_version="latest"),
)
# Async (non-LRO) call
result = await client.analyze_text(body=body)
assert result is not None
assert isinstance(result, AnalyzeTextEntityLinkingResult)
assert result.results is not None
assert result.results.documents is not None
for doc in result.results.documents:
assert isinstance(doc, EntityLinkingActionResult)
assert doc.id is not None
assert doc.entities is not None
for linked in doc.entities:
assert isinstance(linked, LinkedEntity)
assert linked.name is not None
assert linked.language is not None
assert linked.data_source is not None
assert linked.url is not None
assert linked.id is not None
assert linked.matches is not None
for match in linked.matches:
assert isinstance(match, EntityLinkingMatch)
assert match.confidence_score is not None
assert match.text is not None
assert match.offset is not None
assert match.length is not None
|
