async def test_upload_documents_new(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexClient(
endpoint, index_name, SearchApiKeyCredential(api_key)
)
DOCUMENTS = [{
'hotelId': '1000',
'rating': 5,
'rooms': [],
'hotelName': 'Azure Inn',
},
{
'hotelId': '1001',
'rating': 4,
'rooms': [],
'hotelName': 'Redmond Hotel',
}]
async with client:
results = await client.upload_documents(DOCUMENTS)
assert len(results) == 2
assert set(x.status_code for x in results) == {201}
# There can be some lag before a document is searchable
time.sleep(3)
assert await client.get_document_count() == 12
for doc in DOCUMENTS:
result = await client.get_document(key=doc['hotelId'])
assert result['hotelId'] == doc['hotelId']
assert result['hotelName'] == doc['hotelName']
assert result['rating'] == doc['rating']
assert result['rooms'] == doc['rooms']
async def test_get_document_missing(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexClient(
endpoint, index_name, SearchApiKeyCredential(api_key)
)
async with client:
with pytest.raises(HttpResponseError):
await client.get_document(key="1000")
async def test_autocomplete(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexClient(
endpoint, index_name, SearchApiKeyCredential(api_key)
)
async with client:
query = AutocompleteQuery(search_text="mot", suggester_name="sg")
results = await client.autocomplete(query=query)
assert results == [{'text': 'motel', 'query_plus_text': 'motel'}]
async def test_suggest(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexClient(
endpoint, index_name, SearchApiKeyCredential(api_key)
)
async with client:
query = SuggestQuery(search_text="mot", suggester_name="sg")
results = await client.suggest(query=query)
assert results == [
{'hotelId': '2', 'text': 'Cheapest hotel in town. Infact, a motel.'},
{'hotelId': '9', 'text': 'Secret Point Motel'},
]
async def test_get_search_facets_result(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexClient(
endpoint, index_name, SearchApiKeyCredential(api_key)
)
query = SearchQuery(search_text="WiFi", facets=["category"])
query.select("hotelName", "category", "description")
async with client:
results = await client.search(query=query)
assert await results.get_facets() == {'category': [{'value': 'Budget', 'count': 4}, {'value': 'Luxury', 'count': 1}]}
async def test_get_search_facets_none(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexClient(
endpoint, index_name, SearchApiKeyCredential(api_key)
)
query = SearchQuery(search_text="WiFi")
query.select("hotelName", "category", "description")
async with client:
results = await client.search(query=query)
assert await results.get_facets() is None
async def test_get_document(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexClient(
endpoint, index_name, SearchApiKeyCredential(api_key)
)
async with client:
for hotel_id in range(1, 11):
result = await client.get_document(key=str(hotel_id))
expected = BATCH['value'][hotel_id-1]
assert result.get("hotelId") == expected.get("hotelId")
assert result.get("hotelName") == expected.get("hotelName")
assert result.get("description") == expected.get("description")
async def test_get_search_simple(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexClient(
endpoint, index_name, SearchApiKeyCredential(api_key)
)
async with client:
results = []
async for x in await client.search(query="hotel"):
results.append(x)
assert len(results) == 7
results = []
async for x in await client.search(query="motel"):
results.append(x)
assert len(results) == 2
async def autocomplete_query():
# [START get_document_async]
from azure.search.aio import SearchIndexClient
from azure.search import SearchApiKeyCredential
search_client = SearchIndexClient(service_endpoint, index_name,
SearchApiKeyCredential(key))
result = await search_client.get_document(key="23")
print("Details for hotel '23' are:")
print(" Name: {}".format(result["HotelName"]))
print(" Rating: {}".format(result["Rating"]))
print(" Category: {}".format(result["Category"]))
await search_client.close()
async def authentication_with_api_key_credential_async():
# [START create_search_client_with_key_async]
from azure.search.aio import SearchIndexClient
from azure.search import SearchApiKeyCredential
service_endpoint = os.getenv("AZURE_SEARCH_SERVICE_ENDPOINT")
index_name = os.getenv("AZURE_SEARCH_INDEX_NAME")
key = os.getenv("AZURE_SEARCH_API_KEY")
search_client = SearchIndexClient(service_endpoint, index_name,
SearchApiKeyCredential(key))
# [END create_search_client_with_key_async]
async with search_client:
result = await search_client.get_document_count()
print("There are {} documents in the {} search index.".format(
result, repr(index_name)))
async def simple_text_query():
# [START simple_query_async]
from azure.search.aio import SearchIndexClient
from azure.search import SearchApiKeyCredential
search_client = SearchIndexClient(service_endpoint, index_name,
SearchApiKeyCredential(key))
results = await search_client.search(query="spa")
print("Hotels containing 'spa' in the name (or other fields):")
async for result in results:
print(" Name: {} (rating {})".format(result["HotelName"],
result["Rating"]))
await search_client.close()
async def test_get_search_filter(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexClient(
endpoint, index_name, SearchApiKeyCredential(api_key)
)
query = SearchQuery(search_text="WiFi")
query.filter("category eq 'Budget'")
query.select("hotelName", "category", "description")
query.order_by("hotelName desc")
async with client:
results = []
async for x in await client.search(query=query):
results.append(x)
assert [x['hotelName'] for x in results] == sorted([x['hotelName'] for x in results], reverse=True)
expected = {"category", "hotelName", "description", "@search.score", "@search.highlights"}
assert all(set(x) == expected for x in results)
assert all(x['category'] == "Budget" for x in results)
async def test_merge_or_upload_documents(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexClient(
endpoint, index_name, SearchApiKeyCredential(api_key)
)
async with client:
results = await client.merge_or_upload_documents([{"hotelId": "1000", "rating": 1}, {"hotelId": "4", "rating": 2}])
assert len(results) == 2
assert set(x.status_code for x in results) == {200, 201}
# There can be some lag before a document is searchable
time.sleep(3)
assert await client.get_document_count() == 11
result = await client.get_document(key="1000")
assert result["rating"] == 1
result = await client.get_document(key="4")
assert result["rating"] == 2
async def suggest_query():
# [START suggest_query_async]
from azure.search.aio import SearchIndexClient
from azure.search import SearchApiKeyCredential, SuggestQuery
search_client = SearchIndexClient(service_endpoint, index_name,
SearchApiKeyCredential(key))
query = SuggestQuery(search_text="coffee", suggester_name="sg")
results = await search_client.suggest(query=query)
print("Search suggestions for 'coffee'")
for result in results:
hotel = await search_client.get_document(key=result["HotelId"])
print(" Text: {} for Hotel: {}".format(repr(result["text"]),
hotel["HotelName"]))
await search_client.close()
async def test_delete_documents_missing(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexClient(
endpoint, index_name, SearchApiKeyCredential(api_key)
)
async with client:
results = await client.delete_documents([{"hotelId": "1000"}, {"hotelId": "4"}])
assert len(results) == 2
assert set(x.status_code for x in results) == {200}
# There can be some lag before a document is searchable
time.sleep(3)
assert await client.get_document_count() == 9
with pytest.raises(HttpResponseError):
await client.get_document(key="1000")
with pytest.raises(HttpResponseError):
await client.get_document(key="4")
async def filter_query():
# [START facet_query_async]
from azure.search.aio import SearchIndexClient
from azure.search import SearchApiKeyCredential, SearchQuery
search_client = SearchIndexClient(service_endpoint, index_name,
SearchApiKeyCredential(key))
query = SearchQuery(search_text="WiFi", facets=["Category"], top=0)
results = await search_client.search(query=query)
facets = await results.get_facets()
print("Catgory facet counts for hotels:")
for facet in facets["Category"]:
print(" {}".format(facet))
await search_client.close()
async def test_upload_documents_existing(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexClient(
endpoint, index_name, SearchApiKeyCredential(api_key)
)
DOCUMENTS = [{
'hotelId': '1000',
'rating': 5,
'rooms': [],
'hotelName': 'Azure Inn',
},
{
'hotelId': '3',
'rating': 4,
'rooms': [],
'hotelName': 'Redmond Hotel',
}]
async with client:
results = await client.upload_documents(DOCUMENTS)
assert len(results) == 2
assert set(x.status_code for x in results) == {200, 201}
async def filter_query():
# [START filter_query_async]
from azure.search.aio import SearchIndexClient
from azure.search import SearchApiKeyCredential, SearchQuery
search_client = SearchIndexClient(service_endpoint, index_name,
SearchApiKeyCredential(key))
query = SearchQuery(search_text="WiFi")
query.filter("Address/StateProvince eq 'FL' and Address/Country eq 'USA'")
query.select("HotelName", "Rating")
query.order_by("Rating desc")
results = await search_client.search(query=query)
print("Florida hotels containing 'WiFi', sorted by Rating:")
async for result in results:
print(" Name: {} (rating {})".format(result["HotelName"],
result["Rating"]))
await search_client.close()
1) AZURE_SEARCH_SERVICE_ENDPOINT - the endpoint of your Azure Cognitive Search service
2) AZURE_SEARCH_INDEX_NAME - the name of your search index (e.g. "hotels-sample-index")
3) AZURE_SEARCH_API_KEY - your search API key
"""
import os
import asyncio
service_endpoint = os.getenv("AZURE_SEARCH_SERVICE_ENDPOINT")
index_name = os.getenv("AZURE_SEARCH_INDEX_NAME")
key = os.getenv("AZURE_SEARCH_API_KEY")
from azure.search.aio import SearchIndexClient
from azure.search import SearchApiKeyCredential, SearchQuery
search_client = SearchIndexClient(service_endpoint, index_name, SearchApiKeyCredential(key))
async def upload_document():
# [START upload_document_async]
DOCUMENT = {
'Category': 'Hotel',
'HotelId': '1000',
'Rating': 4.0,
'Rooms': [],
'HotelName': 'Azure Inn',
}
result = await search_client.upload_documents(documents=[DOCUMENT])
print("Upload of new document succeeded: {}".format(result[0].succeeded))
# [END upload_document_async]
async def test_async_get_document_count(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexClient(
endpoint, index_name, SearchApiKeyCredential(api_key)
)
async with client:
assert await client.get_document_count() == 10