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# coding=utf-8
# ------------------------------------
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.
# ------------------------------------
import pytest
from azure.ai.language.conversations.aio import ConversationAnalysisClient
from azure.core.credentials import AzureKeyCredential
from devtools_testutils import AzureRecordedTestCase
class TestConversationalSentimentTaskAsync(AzureRecordedTestCase):
@pytest.mark.asyncio
async def test_conversational_sentiment_task(self, recorded_test, conversation_creds):
# analyze query
client = ConversationAnalysisClient(
conversation_creds["endpoint"],
AzureKeyCredential(conversation_creds["key"])
)
async with client:
poller = await client.begin_conversation_analysis(
task={
"displayName": "Sentiment Analysis from a call center conversation",
"analysisInput": {
"conversations": [
{
"id": "1",
"language": "en",
"modality": "transcript",
"conversationItems": [
{
"participantId": "1",
"id": "1",
"text": "I like the service. I do not like the food",
"lexical": "i like the service i do not like the food",
}
]
}
]
},
"tasks": [
{
"taskName": "Conversation Sentiment Analysis",
"kind": "ConversationalSentimentTask",
"parameters": {
"modelVersion": "latest",
"predictionSource": "text"
}
}
]
}
)
# assert - main object
result = await poller.result()
assert result is not None
assert result["status"] == "succeeded"
# assert - task result
task_result = result["tasks"]["items"][0]
assert task_result["status"] == "succeeded"
# assert task_result["kind"] == "conversationalSentimentResults" https://dev.azure.com/msazure/Cognitive%20Services/_workitems/edit/16041272
# assert - conv result
sentiment_result = task_result["results"]["conversations"][0]
conversation_sentiment = sentiment_result["conversationItems"][0]
assert conversation_sentiment["sentiment"] == "mixed"
assert conversation_sentiment["participantId"] == "1"
assert conversation_sentiment["confidenceScores"]
|
