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# ------------------------------------
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.
# ------------------------------------
from devtools_testutils import AzureRecordedTestCase
from devtools_testutils.aio import recorded_by_proxy_async
import personalizer_helpers_async
import personalizer_helpers
class TestRank(AzureRecordedTestCase):
@personalizer_helpers.PersonalizerPreparer()
@recorded_by_proxy_async
async def test_rank_with_no_context_features(self, **kwargs):
personalizer_endpoint = kwargs.pop("personalizer_endpoint_single_slot")
personalizer_api_key = kwargs.pop("personalizer_api_key_single_slot")
client = personalizer_helpers_async.create_async_personalizer_client(
personalizer_endpoint, personalizer_api_key
)
actions = [
{
"id": "Person",
"features": [
{"videoType": "documentary", "videoLength": 35, "director": "CarlSagan"},
{"mostWatchedByAge": "30-35"},
],
}
]
request = {"actions": actions}
await client.rank(request)
@personalizer_helpers.PersonalizerPreparer()
@recorded_by_proxy_async
async def test_rank_with_context_features(self, **kwargs):
personalizer_endpoint = kwargs.pop("personalizer_endpoint_single_slot")
personalizer_api_key = kwargs.pop("personalizer_api_key_single_slot")
client = personalizer_helpers_async.create_async_personalizer_client(
personalizer_endpoint, personalizer_api_key
)
actions = [
{
"id": "Video1",
"features": [
{"videoType": "documentary", "videoLength": 35, "director": "CarlSagan"},
{"mostWatchedByAge": "30-35"},
],
},
{
"id": "Video2",
"features": [
{"videoType": "documentary", "videoLength": 35, "director": "CarlSagan"},
{"mostWatchedByAge": "40-45"},
],
},
]
context_features = [
{"currentContext": {"day": "tuesday", "time": "night", "weather": "rainy"}},
{
"userContext": {
"payingUser": True,
"favoriteGenre": "documentary",
"hoursOnSite": 0.12,
"lastWatchedType": "movie",
},
},
]
event_id = "123456789"
request = {
"eventId": event_id,
"actions": actions,
"contextFeatures": context_features,
"excludedActions": ["Video1"],
}
await client.rank(request)
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