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# The MIT License (MIT)
# Copyright (c) Microsoft Corporation. All rights reserved.
import os
import unittest
import uuid
import pytest
import azure.cosmos.cosmos_client as cosmos_client
import azure.cosmos.exceptions as exceptions
import test_config
from azure.cosmos import http_constants, DatabaseProxy
from azure.cosmos._execution_context.base_execution_context import _QueryExecutionContextBase
from azure.cosmos._execution_context.query_execution_info import _PartitionedQueryExecutionInfo
from azure.cosmos.documents import _DistinctType
from azure.cosmos.partition_key import PartitionKey
@pytest.mark.cosmosCircuitBreaker
@pytest.mark.cosmosQuery
class TestCrossPartitionQuery(unittest.TestCase):
"""Test to ensure escaping of non-ascii characters from partition key"""
created_db: DatabaseProxy = None
client: cosmos_client.CosmosClient = None
config = test_config.TestConfig
host = config.host
masterKey = config.masterKey
connectionPolicy = config.connectionPolicy
TEST_DATABASE_ID = config.TEST_DATABASE_ID
TEST_CONTAINER_ID = "Multi Partition Test Collection With Custom PK " + str(uuid.uuid4())
@classmethod
def setUpClass(cls):
if (cls.masterKey == '[YOUR_KEY_HERE]' or
cls.host == '[YOUR_ENDPOINT_HERE]'):
raise Exception(
"You must specify your Azure Cosmos account values for "
"'masterKey' and 'host' at the top of this class to run the "
"tests.")
use_multiple_write_locations = False
if os.environ.get("AZURE_COSMOS_ENABLE_CIRCUIT_BREAKER", "False") == "True":
use_multiple_write_locations = True
cls.client = cosmos_client.CosmosClient(cls.host, cls.masterKey, multiple_write_locations=use_multiple_write_locations)
cls.created_db = cls.client.get_database_client(cls.TEST_DATABASE_ID)
if cls.host == "https://localhost:8081/":
os.environ["AZURE_COSMOS_DISABLE_NON_STREAMING_ORDER_BY"] = "True"
def setUp(self):
self.created_container = self.created_db.create_container(
id=self.TEST_CONTAINER_ID,
partition_key=PartitionKey(path="/pk"),
offer_throughput=test_config.TestConfig.THROUGHPUT_FOR_5_PARTITIONS)
def tearDown(self):
try:
self.created_db.delete_container(self.TEST_CONTAINER_ID)
except exceptions.CosmosHttpResponseError:
pass
def test_first_and_last_slashes_trimmed_for_query_string(self):
doc_id = 'myId' + str(uuid.uuid4())
document_definition = {'pk': 'pk', 'id': doc_id}
self.created_container.create_item(body=document_definition)
query = 'SELECT * from c'
query_iterable = self.created_container.query_items(
query=query,
partition_key='pk'
)
iter_list = list(query_iterable)
self.assertEqual(iter_list[0]['id'], doc_id)
def test_query_change_feed_with_pk(self):
# The test targets partition #3
partition_key = "pk"
# Read change feed without passing any options
query_iterable = self.created_container.query_items_change_feed()
iter_list = list(query_iterable)
self.assertEqual(len(iter_list), 0)
# Read change feed from current should return an empty list
query_iterable = self.created_container.query_items_change_feed(partition_key=partition_key)
iter_list = list(query_iterable)
self.assertEqual(len(iter_list), 0)
self.assertTrue('etag' in self.created_container.client_connection.last_response_headers)
self.assertNotEqual(self.created_container.client_connection.last_response_headers['etag'], '')
# Read change feed from beginning should return an empty list
query_iterable = self.created_container.query_items_change_feed(
is_start_from_beginning=True,
partition_key=partition_key
)
iter_list = list(query_iterable)
self.assertEqual(len(iter_list), 0)
self.assertTrue('etag' in self.created_container.client_connection.last_response_headers)
continuation1 = self.created_container.client_connection.last_response_headers['etag']
self.assertNotEqual(continuation1, '')
# Create a document. Read change feed should return be able to read that document
document_definition = {'pk': 'pk', 'id': 'doc1'}
self.created_container.create_item(body=document_definition)
query_iterable = self.created_container.query_items_change_feed(
is_start_from_beginning=True,
partition_key=partition_key
)
iter_list = list(query_iterable)
self.assertEqual(len(iter_list), 1)
self.assertEqual(iter_list[0]['id'], 'doc1')
self.assertTrue('etag' in self.created_container.client_connection.last_response_headers)
continuation2 = self.created_container.client_connection.last_response_headers['etag']
self.assertNotEqual(continuation2, '')
self.assertNotEqual(continuation2, continuation1)
# Create two new documents. Verify that change feed contains the 2 new documents
# with page size 1 and page size 100
document_definition = {'pk': 'pk', 'id': 'doc2'}
self.created_container.create_item(body=document_definition)
document_definition = {'pk': 'pk', 'id': 'doc3'}
self.created_container.create_item(body=document_definition)
for pageSize in [1, 100]:
# verify iterator
query_iterable = self.created_container.query_items_change_feed(
continuation=continuation2,
max_item_count=pageSize,
partition_key=partition_key
)
it = query_iterable.__iter__()
expected_ids = 'doc2.doc3.'
actual_ids = ''
for item in it:
actual_ids += item['id'] + '.'
self.assertEqual(actual_ids, expected_ids)
# verify by_page
# the options is not copied, therefore it need to be restored
query_iterable = self.created_container.query_items_change_feed(
continuation=continuation2,
max_item_count=pageSize,
partition_key=partition_key
)
count = 0
expected_count = 2
all_fetched_res = []
for page in query_iterable.by_page():
fetched_res = list(page)
self.assertEqual(len(fetched_res), min(pageSize, expected_count - count))
count += len(fetched_res)
all_fetched_res.extend(fetched_res)
actual_ids = ''
for item in all_fetched_res:
actual_ids += item['id'] + '.'
self.assertEqual(actual_ids, expected_ids)
# verify reading change feed from the beginning
query_iterable = self.created_container.query_items_change_feed(
is_start_from_beginning=True,
partition_key=partition_key
)
expected_ids = ['doc1', 'doc2', 'doc3']
it = query_iterable.__iter__()
for i in range(0, len(expected_ids)):
doc = next(it)
self.assertEqual(doc['id'], expected_ids[i])
self.assertTrue('etag' in self.created_container.client_connection.last_response_headers)
continuation3 = self.created_container.client_connection.last_response_headers['etag']
# verify reading empty change feed
query_iterable = self.created_container.query_items_change_feed(
continuation=continuation3,
is_start_from_beginning=True,
partition_key=partition_key
)
iter_list = list(query_iterable)
self.assertEqual(len(iter_list), 0)
def test_populate_query_metrics(self):
doc_id = 'MyId' + str(uuid.uuid4())
document_definition = {'pk': 'pk', 'id': doc_id}
self.created_container.create_item(body=document_definition)
query = 'SELECT * from c'
query_iterable = self.created_container.query_items(
query=query,
partition_key='pk',
populate_query_metrics=True
)
iter_list = list(query_iterable)
self.assertEqual(iter_list[0]['id'], doc_id)
metrics_header_name = 'x-ms-documentdb-query-metrics'
self.assertTrue(metrics_header_name in self.created_container.client_connection.last_response_headers)
metrics_header = self.created_container.client_connection.last_response_headers[metrics_header_name]
# Validate header is well-formed: "key1=value1;key2=value2;etc"
metrics = metrics_header.split(';')
self.assertTrue(len(metrics) > 1)
self.assertTrue(all(['=' in x for x in metrics]))
def test_populate_index_metrics(self):
doc_id = 'MyId' + str(uuid.uuid4())
document_definition = {'pk': 'pk', 'id': doc_id}
self.created_container.create_item(body=document_definition)
query = 'SELECT * from c'
query_iterable = self.created_container.query_items(
query=query,
partition_key='pk',
populate_index_metrics=True
)
iter_list = list(query_iterable)
self.assertEqual(iter_list[0]['id'], doc_id)
INDEX_HEADER_NAME = http_constants.HttpHeaders.IndexUtilization
self.assertTrue(INDEX_HEADER_NAME in self.created_container.client_connection.last_response_headers)
index_metrics = self.created_container.client_connection.last_response_headers[INDEX_HEADER_NAME]
self.assertIsNotNone(index_metrics)
expected_index_metrics = {'UtilizedSingleIndexes': [{'FilterExpression': '', 'IndexSpec': '/pk/?',
'FilterPreciseSet': True, 'IndexPreciseSet': True,
'IndexImpactScore': 'High'}],
'PotentialSingleIndexes': [], 'UtilizedCompositeIndexes': [],
'PotentialCompositeIndexes': []}
self.assertDictEqual(expected_index_metrics, index_metrics)
def test_get_query_plan_through_gateway(self):
self._validate_query_plan(query="Select top 10 value count(c.id) from c",
container_link=self.created_container.container_link,
top=10,
order_by=[],
aggregate=['Count'],
select_value=True,
offset=None,
limit=None,
distinct=_DistinctType.NoneType)
self._validate_query_plan(query="Select * from c order by c._ts offset 5 limit 10",
container_link=self.created_container.container_link,
top=None,
order_by=['Ascending'],
aggregate=[],
select_value=False,
offset=5,
limit=10,
distinct=_DistinctType.NoneType)
self._validate_query_plan(query="Select distinct value c.id from c order by c.id",
container_link=self.created_container.container_link,
top=None,
order_by=['Ascending'],
aggregate=[],
select_value=True,
offset=None,
limit=None,
distinct=_DistinctType.Ordered)
def _validate_query_plan(self, query, container_link, top, order_by, aggregate, select_value, offset, limit,
distinct):
query_plan_dict = self.client.client_connection._GetQueryPlanThroughGateway(query, container_link)
query_execution_info = _PartitionedQueryExecutionInfo(query_plan_dict)
self.assertTrue(query_execution_info.has_rewritten_query())
self.assertEqual(query_execution_info.has_distinct_type(), distinct != "None")
self.assertEqual(query_execution_info.get_distinct_type(), distinct)
self.assertEqual(query_execution_info.has_top(), top is not None)
self.assertEqual(query_execution_info.get_top(), top)
self.assertEqual(query_execution_info.has_order_by(), len(order_by) > 0)
self.assertListEqual(query_execution_info.get_order_by(), order_by)
self.assertEqual(query_execution_info.has_aggregates(), len(aggregate) > 0)
self.assertListEqual(query_execution_info.get_aggregates(), aggregate)
self.assertEqual(query_execution_info.has_select_value(), select_value)
self.assertEqual(query_execution_info.has_offset(), offset is not None)
self.assertEqual(query_execution_info.get_offset(), offset)
self.assertEqual(query_execution_info.has_limit(), limit is not None)
self.assertEqual(query_execution_info.get_limit(), limit)
def test_unsupported_queries(self):
queries = ['SELECT COUNT(1) FROM c', 'SELECT COUNT(1) + 5 FROM c', 'SELECT COUNT(1) + SUM(c) FROM c']
for query in queries:
query_iterable = self.created_container.query_items(query=query, enable_cross_partition_query=True)
try:
list(query_iterable)
self.fail()
except exceptions.CosmosHttpResponseError as e:
self.assertEqual(e.status_code, 400)
def test_query_with_non_overlapping_pk_ranges(self):
query_iterable = self.created_container.query_items("select * from c where c.pk='1' or c.pk='2'",
enable_cross_partition_query=True)
self.assertListEqual(list(query_iterable), [])
def test_offset_limit(self):
values = []
for i in range(10):
document_definition = {'pk': i, 'id': 'myId' + str(uuid.uuid4()), 'value': i // 3}
values.append(self.created_container.create_item(body=document_definition)['pk'])
self.config._validate_distinct_offset_limit(
created_collection=self.created_container,
query='SELECT DISTINCT c["value"] from c ORDER BY c.pk OFFSET 0 LIMIT 2',
results=[0, 1])
self.config._validate_distinct_offset_limit(
created_collection=self.created_container,
query='SELECT DISTINCT c["value"] from c ORDER BY c.pk OFFSET 2 LIMIT 2',
results=[2, 3])
self.config._validate_distinct_offset_limit(
created_collection=self.created_container,
query='SELECT DISTINCT c["value"] from c ORDER BY c.pk OFFSET 4 LIMIT 3',
results=[])
self.config._validate_offset_limit(created_collection=self.created_container,
query='SELECT * from c ORDER BY c.pk OFFSET 0 LIMIT 5',
results=values[:5])
self.config._validate_offset_limit(created_collection=self.created_container,
query='SELECT * from c ORDER BY c.pk OFFSET 5 LIMIT 10',
results=values[5:])
self.config._validate_offset_limit(created_collection=self.created_container,
query='SELECT * from c ORDER BY c.pk OFFSET 10 LIMIT 5',
results=[])
self.config._validate_offset_limit(created_collection=self.created_container,
query='SELECT * from c ORDER BY c.pk OFFSET 100 LIMIT 1',
results=[])
def test_distinct_on_different_types_and_field_orders(self):
self.payloads = [
{'f1': 1, 'f2': 'value', 'f3': 100000000000000000, 'f4': [1, 2, '3'], 'f5': {'f6': {'f7': 2}}},
{'f2': '\'value', 'f4': [1.0, 2, '3'], 'f5': {'f6': {'f7': 2.0}}, 'f1': 1.0, 'f3': 100000000000000000.00},
{'f3': 100000000000000000.0, 'f5': {'f6': {'f7': 2}}, 'f2': '\'value', 'f1': 1, 'f4': [1, 2.0, '3']}
]
self.OriginalExecuteFunction = _QueryExecutionContextBase.__next__
_QueryExecutionContextBase.__next__ = self._MockNextFunction
self._validate_distinct_on_different_types_and_field_orders(
collection=self.created_container,
query="Select distinct value c.f1 from c",
expected_results=[1],
get_mock_result=lambda x, i: (None, x[i]["f1"])
)
self._validate_distinct_on_different_types_and_field_orders(
collection=self.created_container,
query="Select distinct value c.f2 from c",
expected_results=['value', '\'value'],
get_mock_result=lambda x, i: (None, x[i]["f2"])
)
self._validate_distinct_on_different_types_and_field_orders(
collection=self.created_container,
query="Select distinct value c.f2 from c order by c.f2",
expected_results=['\'value', 'value'],
get_mock_result=lambda x, i: (x[i]["f2"], x[i]["f2"])
)
self._validate_distinct_on_different_types_and_field_orders(
collection=self.created_container,
query="Select distinct value c.f3 from c",
expected_results=[100000000000000000],
get_mock_result=lambda x, i: (None, x[i]["f3"])
)
self._validate_distinct_on_different_types_and_field_orders(
collection=self.created_container,
query="Select distinct value c.f4 from c",
expected_results=[[1, 2, '3']],
get_mock_result=lambda x, i: (None, x[i]["f4"])
)
self._validate_distinct_on_different_types_and_field_orders(
collection=self.created_container,
query="Select distinct value c.f5.f6 from c",
expected_results=[{'f7': 2}],
get_mock_result=lambda x, i: (None, x[i]["f5"]["f6"])
)
self._validate_distinct_on_different_types_and_field_orders(
collection=self.created_container,
query="Select distinct c.f1, c.f2, c.f3 from c",
expected_results=[self.payloads[0], self.payloads[1]],
get_mock_result=lambda x, i: (None, x[i])
)
self._validate_distinct_on_different_types_and_field_orders(
collection=self.created_container,
query="Select distinct c.f1, c.f2, c.f3 from c order by c.f1",
expected_results=[self.payloads[0], self.payloads[1]],
get_mock_result=lambda x, i: (i, x[i])
)
_QueryExecutionContextBase.__next__ = self.OriginalExecuteFunction
_QueryExecutionContextBase.next = self.OriginalExecuteFunction
def test_paging_with_continuation_token(self):
document_definition = {'pk': 'pk', 'id': '1'}
self.created_container.create_item(body=document_definition)
document_definition = {'pk': 'pk', 'id': '2'}
self.created_container.create_item(body=document_definition)
query = 'SELECT * from c'
query_iterable = self.created_container.query_items(
query=query,
partition_key='pk',
max_item_count=1
)
pager = query_iterable.by_page()
pager.next()
token = pager.continuation_token
second_page = list(pager.next())[0]
pager = query_iterable.by_page(token)
second_page_fetched_with_continuation_token = list(pager.next())[0]
self.assertEqual(second_page['id'], second_page_fetched_with_continuation_token['id'])
def test_cross_partition_query_with_continuation_token(self):
document_definition = {'pk': 'pk1', 'id': str(uuid.uuid4())}
self.created_container.create_item(body=document_definition)
document_definition = {'pk': 'pk2', 'id': str(uuid.uuid4())}
self.created_container.create_item(body=document_definition)
query = 'SELECT * from c'
query_iterable = self.created_container.query_items(
query=query,
enable_cross_partition_query=True,
max_item_count=1,
)
pager = query_iterable.by_page()
pager.next()
token = pager.continuation_token
second_page = list(pager.next())[0]
pager = query_iterable.by_page(token)
second_page_fetched_with_continuation_token = list(pager.next())[0]
self.assertEqual(second_page['id'], second_page_fetched_with_continuation_token['id'])
def _validate_distinct_on_different_types_and_field_orders(self, collection, query, expected_results,
get_mock_result):
self.count = 0
self.get_mock_result = get_mock_result
query_iterable = collection.query_items(query, enable_cross_partition_query=True)
results = list(query_iterable)
for i in range(len(expected_results)):
if isinstance(results[i], dict):
self.assertDictEqual(results[i], expected_results[i])
elif isinstance(results[i], list):
self.assertListEqual(results[i], expected_results[i])
else:
self.assertEqual(results[i], expected_results[i])
self.count = 0
def test_value_max_query(self):
query = "Select value max(c.version) FROM c where c.isComplete = true and c.lookupVersion = @lookupVersion"
query_results = self.created_container.query_items(query, parameters=[
{"name": "@lookupVersion", "value": "console_csat"} # cspell:disable-line
], enable_cross_partition_query=True)
self.assertListEqual(list(query_results), [None])
def test_continuation_token_size_limit_query(self):
for i in range(1, 1000):
self.created_container.create_item(body=dict(pk='123', id=str(i), some_value=str(i % 3)))
query = "Select * from c where c.some_value='2'"
response_query = self.created_container.query_items(query, partition_key='123', max_item_count=100,
continuation_token_limit=1)
pager = response_query.by_page()
pager.next()
token = pager.continuation_token
# Continuation token size should be below 1kb
self.assertLessEqual(len(token.encode('utf-8')), 1024)
pager.next()
token = pager.continuation_token
# verify a second time
self.assertLessEqual(len(token.encode('utf-8')), 1024)
def test_cross_partition_query_response_hook(self):
created_collection = self.created_db.create_container_if_not_exists(
id="query_response_hook_test" + str(uuid.uuid4()),
partition_key=PartitionKey(path="/pk"),
offer_throughput=12000
)
items = [
{'id': str(uuid.uuid4()), 'pk': '0', 'val': 5},
{'id': str(uuid.uuid4()), 'pk': '1', 'val': 10},
{'id': str(uuid.uuid4()), 'pk': '0', 'val': 5},
{'id': str(uuid.uuid4()), 'pk': '1', 'val': 10},
{'id': str(uuid.uuid4()), 'pk': '0', 'val': 5},
{'id': str(uuid.uuid4()), 'pk': '1', 'val': 10}
]
for item in items:
created_collection.create_item(body=item)
response_hook = test_config.ResponseHookCaller()
item_list = [item for item in created_collection.query_items("select * from c", enable_cross_partition_query=True, response_hook=response_hook)]
assert len(item_list) == 6
assert response_hook.count == 2
self.created_db.delete_container(created_collection.id)
def _MockNextFunction(self):
if self.count < len(self.payloads):
item, result = self.get_mock_result(self.payloads, self.count)
self.count += 1
if item is not None:
return {'orderByItems': [{'item': item}], '_rid': 'fake_rid', 'payload': result}
else:
return result
else:
raise StopIteration
if __name__ == "__main__":
unittest.main()
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