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# -*- coding: utf-8 -*-
# The MIT License (MIT)
# Copyright (c) Microsoft Corporation. All rights reserved.
"""End-to-end test for read_items API."""
import asyncio
import unittest
import uuid
from unittest.mock import patch
import pytest
from azure.core.utils import CaseInsensitiveDict
import test_config
from azure.cosmos import PartitionKey, CosmosDict
from azure.cosmos.aio import CosmosClient
from azure.cosmos.documents import _OperationType
from azure.cosmos.exceptions import CosmosHttpResponseError
from _fault_injection_transport_async import FaultInjectionTransportAsync
from azure.cosmos._resource_throttle_retry_policy import ResourceThrottleRetryPolicy
@pytest.mark.cosmosEmulator
class TestReadItemsAsync(unittest.IsolatedAsyncioTestCase):
"""Test cases for the read_items API."""
configs = test_config.TestConfig
host = configs.host
masterKey = configs.masterKey
client: CosmosClient = None
database = None
container = None
@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.")
async def asyncSetUp(self):
self.client = CosmosClient(self.host, self.masterKey)
self.database = self.client.get_database_client(self.configs.TEST_DATABASE_ID)
self.container = await self.database.create_container(
id='read_container_' + str(uuid.uuid4()),
partition_key=PartitionKey(path="/id")
)
async def asyncTearDown(self):
"""Clean up async resources after each test."""
if self.container:
try:
await self.database.delete_container(self.container)
except CosmosHttpResponseError as e:
# Container may have been deleted by the test itself
if e.status_code != 404:
raise
if self.client:
await self.client.close()
@staticmethod
async def _create_records_for_read_items(container, count, id_prefix="item"):
"""Helper to create items and return a list for read_items."""
items_to_read = []
item_ids = []
tasks = []
for i in range(count):
doc_id = f"{id_prefix}_{i}_{uuid.uuid4()}"
item_ids.append(doc_id)
items_to_read.append((doc_id, doc_id))
tasks.append(container.create_item({'id': doc_id, 'data': i}))
await asyncio.gather(*tasks)
return items_to_read, item_ids
def _setup_fault_injection_async(self, error_to_inject, inject_once=False):
"""Helper to set up a client with fault injection for async read_items queries."""
fault_injection_transport = FaultInjectionTransportAsync()
client_with_faults = CosmosClient(self.host, self.masterKey, transport=fault_injection_transport)
container_with_faults = client_with_faults.get_database_client(self.database.id).get_container_client(
self.container.id)
fault_has_been_injected = False
def predicate(request):
nonlocal fault_has_been_injected
is_query = (request.method == 'POST' and
FaultInjectionTransportAsync.predicate_is_operation_type(request, _OperationType.SqlQuery))
if is_query:
if inject_once:
if not fault_has_been_injected:
fault_has_been_injected = True
return True
return False
return True
return False
async def fault_action(request):
raise error_to_inject
fault_injection_transport.add_fault(predicate, fault_action)
return container_with_faults, client_with_faults
async def test_read_items_with_missing_items_async(self):
"""Tests read_items with a mix of existing and non-existent items."""
items_to_read, _ = await self._create_records_for_read_items(self.container, 3, "existing_item")
# Add 2 non-existent items
items_to_read.append(("non_existent_item1" + str(uuid.uuid4()), "non_existent_pk1"))
items_to_read.append(("non_existent_item2" + str(uuid.uuid4()), "non_existent_pk2"))
read_items = await self.container.read_items(items=items_to_read)
self.assertEqual(len(read_items), 3)
returned_ids = {item['id'] for item in read_items}
expected_ids = {item_tuple[0] for item_tuple in items_to_read if "existing" in item_tuple[0]}
self.assertSetEqual(returned_ids, expected_ids)
async def test_read_items_single_item_async(self):
# Create one item using the helper. This also creates the item in the container.
items_to_read, item_ids = await self._create_records_for_read_items(self.container, 1)
# Read the single item using read_items
read_items = await self.container.read_items(items=items_to_read)
# Verify that one item was returned and it's the correct one
self.assertEqual(len(read_items), 1)
self.assertEqual(read_items[0]['id'], item_ids[0])
async def test_read_items_different_partition_key_async(self):
"""Tests read_items with partition key different from id."""
container_pk = await self.database.create_container(
id='read_pk_container_' + str(uuid.uuid4()),
partition_key=PartitionKey(path="/pk")
)
try:
items_to_read = []
item_ids = []
for i in range(5):
doc_id = f"item{i}_{uuid.uuid4()}"
pk_value = f"pk_{i}"
item_ids.append(doc_id)
await container_pk.create_item({'id': doc_id, 'pk': pk_value, 'data': i})
items_to_read.append((doc_id, pk_value))
read_items = await container_pk.read_items(items=items_to_read)
self.assertEqual(len(read_items), len(item_ids))
read_ids = {item['id'] for item in read_items}
self.assertSetEqual(read_ids, set(item_ids))
finally:
await self.database.delete_container(container_pk)
async def test_read_items_fails_with_incomplete_hierarchical_pk_async(self):
"""Tests that read_items raises ValueError for an incomplete hierarchical partition key."""
container_hpk = await self.database.create_container(
id='read_hpk_incomplete_container_' + str(uuid.uuid4()),
partition_key=PartitionKey(path=["/tenantId", "/userId"], kind="MultiHash")
)
try:
items_to_read = []
# Create a valid item
doc_id = f"item_valid_{uuid.uuid4()}"
tenant_id = "tenant1"
user_id = "user1"
await container_hpk.create_item({'id': doc_id, 'tenantId': tenant_id, 'userId': user_id})
items_to_read.append((doc_id, [tenant_id, user_id]))
# Add an item with an incomplete partition key
incomplete_pk_item_id = f"item_incomplete_{uuid.uuid4()}"
items_to_read.append((incomplete_pk_item_id, ["tenant_only"]))
# The operation should fail with a ValueError
with self.assertRaises(ValueError) as context:
await container_hpk.read_items(items=items_to_read)
self.assertIn("Number of components in partition key value (1) does not match definition (2)",
str(context.exception))
finally:
await self.database.delete_container(container_hpk)
async def test_read_items_hierarchical_partition_key_async(self):
"""Tests read_items with hierarchical partition key."""
container_hpk = await self.database.create_container(
id='read_hpk_container_' + str(uuid.uuid4()),
partition_key=PartitionKey(path=["/tenantId", "/userId"], kind="MultiHash")
)
try:
items_to_read = []
item_ids = []
for i in range(3):
doc_id = f"item{i}_{uuid.uuid4()}"
tenant_id = f"tenant{i % 2}"
user_id = f"user{i}"
item_ids.append(doc_id)
await container_hpk.create_item({'id': doc_id, 'tenantId': tenant_id, 'userId': user_id, 'data': i})
items_to_read.append((doc_id, [tenant_id, user_id]))
read_items = await container_hpk.read_items(items=items_to_read)
self.assertEqual(len(read_items), len(item_ids))
read_ids = {item['id'] for item in read_items}
self.assertSetEqual(read_ids, set(item_ids))
finally:
await self.database.delete_container(container_hpk)
async def test_read_items_preserves_input_order_async(self):
"""Tests that read_items preserves the original order of input items."""
container_pk = await self.database.create_container(
id='read_order_container_' + str(uuid.uuid4()),
partition_key=PartitionKey(path="/pk")
)
try:
# Create items with varied partition keys to ensure cross-partition queries
all_items = []
# Create items with alternating partition keys to ensure they span partitions
for i in range(50):
doc_id = f"order_item_{i}_{uuid.uuid4()}"
# Use different partition keys to ensure items are spread across partitions
pk_value = f"pk_{i % 5}"
# Create the item in the container
await container_pk.create_item({'id': doc_id, 'pk': pk_value, 'order_value': i})
all_items.append((doc_id, pk_value))
# Create a complex order for the read operation
scrambled_items = []
scrambled_items.extend(all_items[25:]) # Second half first
scrambled_items.extend(all_items[:25]) # Then first half
# Add a few more out-of-order items
if len(all_items) >= 30:
# Move some items from the middle to the end
moved_items = scrambled_items[10:15]
scrambled_items = scrambled_items[:10] + scrambled_items[15:]
scrambled_items.extend(moved_items)
# Read items using read_items with scrambled order
read_items = await container_pk.read_items(items=scrambled_items)
# Verify that all items were returned
self.assertEqual(len(read_items), len(scrambled_items))
# Verify the order matches the scrambled input order
for i, item in enumerate(read_items):
expected_id = scrambled_items[i][0]
expected_pk = scrambled_items[i][1]
self.assertEqual(
item['id'],
expected_id,
f"Item at position {i} does not match input order. Expected ID {expected_id}, got {item['id']}"
)
self.assertEqual(
item['pk'],
expected_pk,
f"Item at position {i} does not match input order. Expected PK {expected_pk}, got {item['pk']}"
)
finally:
# Clean up
await self.database.delete_container(container_pk)
async def test_read_items_order_using_zip_comparison_async(self):
"""Tests that read_items_async preserves the original order using zip and boolean comparison."""
container_pk = await self.database.create_container(
id='read_order_zip_async_container_' + str(uuid.uuid4()),
partition_key=PartitionKey(path="/pk")
)
try:
# Create items with varied partition keys
all_items = []
for i in range(30):
doc_id = f"zip_async_item_{i}_{uuid.uuid4()}"
pk_value = f"pk_{i % 5}" # Distribute across 5 partition keys
# Create the item in the container
await container_pk.create_item({'id': doc_id, 'pk': pk_value, 'order_value': i})
# Add to our list
all_items.append((doc_id, pk_value))
# Read items asynchronously
read_items = await container_pk.read_items(items=all_items)
# Verify correct count
self.assertEqual(len(read_items), len(all_items))
# Use the zip method to verify order preservation
consolidated = zip(all_items, read_items)
matching = [x[0][0] == x[1]["id"] and x[0][1] == x[1]["pk"] for x in consolidated]
# Assert all items match in order
self.assertTrue(all(matching),
"Order was not preserved in async version. Input order doesn't match output order.")
finally:
await self.database.delete_container(container_pk)
async def test_read_failure_preserves_headers_async(self):
"""Tests that if a query fails, the exception contains the headers from the failed request."""
# 1. Define headers and the error to inject
failed_headers = CaseInsensitiveDict({
'x-ms-request-charge': '12.34',
'x-ms-activity-id': 'a-fake-activity-id',
'x-ms-session-token': 'session-token-for-failure'
})
# CosmosHttpResponseError populates the headers attribute from the response object passed during initialization
# So we need to create a mock response object with the headers we want to inject.
mock_response = type('MockResponse', (), {
'headers': failed_headers,
'reason': 'Mock reason for failure',
'status_code': 429,
'request': 'mock_request' # Add request attribute
})
# 3. Create the error to inject, passing the mock response
error_to_inject = CosmosHttpResponseError(
message = "Simulated query failure with headers",
response = mock_response()
)
# 2. Use the fault injection helper to get a container that will raise the error
container_with_faults, client_with_faults = self._setup_fault_injection_async(error_to_inject)
try:
# 3. Create items to trigger a query
items_to_read, _ = await self._create_records_for_read_items(self.container, 5)
# 4. Call read_items and assert that the correct exception is raised
with self.assertRaises(CosmosHttpResponseError) as context:
await container_with_faults.read_items(items=items_to_read)
# 5. Verify the exception contains the injected headers
exc = context.exception
self.assertEqual(exc.status_code, 429)
self.assertIsNotNone(exc.headers)
self.assertEqual(exc.headers.get('x-ms-request-charge'), '12.34')
self.assertEqual(exc.headers.get('x-ms-activity-id'), 'a-fake-activity-id')
self.assertEqual(exc.headers.get('x-ms-session-token'), 'session-token-for-failure')
finally:
# 6. Clean up the client with fault injection
await client_with_faults.close()
async def test_read_items_with_no_results_preserve_headers_async(self):
"""Tests read_items with only non-existent items, expecting an empty result."""
items_to_read = [
("non_existent_item_1_" + str(uuid.uuid4()), "non_existent_pk_1"),
("non_existent_item_2_" + str(uuid.uuid4()), "non_existent_pk_2")
]
# Call read_items with the list of non-existent items.
read_items = await self.container.read_items(items=items_to_read)
headers = read_items.get_response_headers()
# Verify that the result is an empty list.
self.assertEqual(len(read_items), 0)
self.assertListEqual(list(headers.keys()), ['x-ms-request-charge'])
# Verify the request charge is a positive value.
self.assertGreater(float(headers.get('x-ms-request-charge')), 0)
async def test_headers_being_returned_on_success_async(self):
"""Tests that on success, only the aggregated request charge header is returned."""
# Create enough items to trigger at least two query chunks.
items_to_read, item_ids = await self._create_records_for_read_items(self.container, 5)
read_items = await self.container.read_items(items=items_to_read)
headers = read_items.get_response_headers()
self.assertEqual(len(read_items), len(item_ids))
self.assertIsNotNone(headers)
# On success, only the aggregated request charge should be returned.
self.assertListEqual(list(headers.keys()), ['x-ms-request-charge'])
# Verify the request charge is a positive value.
self.assertGreater(float(headers.get('x-ms-request-charge')), 0)
async def test_read_items_large_count_async(self):
"""Tests read_items with a large number of items."""
items_to_read, item_ids = await self._create_records_for_read_items(self.container, 3100)
read_items = await self.container.read_items(items=items_to_read)
self.assertEqual(len(read_items), len(item_ids))
read_ids = {item['id'] for item in read_items}
self.assertSetEqual(read_ids, set(item_ids))
async def test_read_items_surfaces_exceptions_async(self):
"""Tests that read_items surfaces exceptions from the transport layer."""
error_to_inject = CosmosHttpResponseError(status_code=503, message="Injected Service Unavailable Error")
container_with_faults, client_with_faults = self._setup_fault_injection_async(error_to_inject)
try:
items_to_read, _ = await self._create_records_for_read_items(self.container, 10)
with self.assertRaises(CosmosHttpResponseError) as context:
await container_with_faults.read_items(items=items_to_read)
self.assertEqual(context.exception.status_code, 503)
self.assertIn("Injected Service Unavailable Error", str(context.exception))
finally:
await client_with_faults.close()
async def test_read_items_with_throttling_retry_async(self):
"""Tests that the retry policy handles a throttling error (429) and succeeds."""
error_to_inject = CosmosHttpResponseError(
status_code=429,
message="Throttling error injected for testing",
headers={'x-ms-retry-after-ms': '10'}
)
container_with_faults, client_with_faults = self._setup_fault_injection_async(error_to_inject,
inject_once=True)
try:
items_to_read, item_ids = await self._create_records_for_read_items(self.container, 5, "item_for_throttle")
original_should_retry = ResourceThrottleRetryPolicy.ShouldRetry
def side_effect_should_retry(self_instance, exception, *args, **kwargs):
return original_should_retry(self_instance, exception)
with patch(
'azure.cosmos._resource_throttle_retry_policy.ResourceThrottleRetryPolicy.ShouldRetry',
side_effect=side_effect_should_retry,
autospec=True
) as mock_should_retry:
read_items = await container_with_faults.read_items(items=items_to_read)
mock_should_retry.assert_called_once()
self.assertEqual(len(read_items), len(item_ids))
read_ids = {item['id'] for item in read_items}
self.assertSetEqual(read_ids, set(item_ids))
finally:
await client_with_faults.close()
async def test_read_items_with_gone_retry_async(self):
"""Tests that the retry policy handles a Gone (410) error and succeeds."""
error_to_inject = CosmosHttpResponseError(
status_code=410,
message="Gone error injected for testing",
)
error_to_inject.sub_status = 1002 # Substatus for PartitionKeyRangeGone is required
container_with_faults, client_with_faults = self._setup_fault_injection_async(error_to_inject,
inject_once=True)
try:
items_to_read, item_ids = await self._create_records_for_read_items(self.container, 20, "item_for_gone")
with patch(
'azure.cosmos._gone_retry_policy.PartitionKeyRangeGoneRetryPolicy.ShouldRetry',
autospec=True
) as mock_should_retry:
read_items = await container_with_faults.read_items(items=items_to_read)
mock_should_retry.assert_called_once()
self.assertEqual(len(read_items), len(item_ids))
read_ids = {item['id'] for item in read_items}
self.assertSetEqual(read_ids, set(item_ids))
finally:
await client_with_faults.close()
async def test_read_after_container_recreation_async(self):
"""Tests read_items after a container is deleted and recreated with a different configuration."""
container_id = self.container.id
initial_items_to_read, initial_item_ids = await self._create_records_for_read_items(self.container, 3,
"initial")
read_items_before = await self.container.read_items(items=initial_items_to_read)
self.assertEqual(len(read_items_before), len(initial_item_ids))
await self.database.delete_container(self.container)
# Recreate the container with a different partition key and throughput
self.container = await self.database.create_container(
id=container_id,
partition_key=PartitionKey(path="/pk"),
offer_throughput=10100
)
# Create new items with the new partition key structure
new_items_to_read = []
new_item_ids = []
creation_tasks = []
for i in range(5):
doc_id = f"new_item_{i}_{uuid.uuid4()}"
pk_value = f"new_pk_{i}"
new_item_ids.append(doc_id)
new_items_to_read.append((doc_id, pk_value))
task = self.container.create_item({'id': doc_id, 'pk': pk_value, 'data': i})
creation_tasks.append(task)
await asyncio.gather(*creation_tasks)
read_items_after = await self.container.read_items(items=new_items_to_read)
self.assertEqual(len(read_items_after), len(new_item_ids))
read_ids = {item['id'] for item in read_items_after}
self.assertSetEqual(read_ids, set(new_item_ids))
async def test_read_items_concurrency_internals_async(self):
"""Tests that read_items properly chunks large requests."""
items_to_read = []
for i in range(2500):
doc_id = f"chunk_item_{i}_{uuid.uuid4()}"
items_to_read.append((doc_id, doc_id))
with patch.object(self.container.client_connection, 'QueryItems') as mock_query:
# The mock now needs to return an object with a .by_page() method,
# which in turn returns an async iterator.
class MockPageIterator:
def __aiter__(self):
return self
async def __anext__(self):
raise StopAsyncIteration
class MockQueryIterator:
def by_page(self, **kwargs):
return MockPageIterator()
mock_query.return_value = MockQueryIterator()
await self.container.read_items(items=items_to_read)
self.assertEqual(mock_query.call_count, 3)
call_args = mock_query.call_args_list
self.assertEqual(len(call_args[0][0][1]['parameters']), 1000)
self.assertEqual(len(call_args[1][0][1]['parameters']), 1000)
self.assertEqual(len(call_args[2][0][1]['parameters']), 500)
async def test_read_items_multiple_physical_partitions_and_hook_async(self):
"""Tests async read_items on a container with multiple physical partitions and verifies response_hook."""
# Create a container with high throughput to force multiple physical partitions
multi_partition_container = await self.database.create_container(
id='multi_partition_container_async_' + str(uuid.uuid4()),
partition_key=PartitionKey(path="/pk"),
offer_throughput=11000
)
try:
# 1. Verify that we have more than one physical partition
# We must consume the async iterator to get the list of partition key ranges.
pk_ranges = [
pk_range async for pk_range in
multi_partition_container.client_connection._ReadPartitionKeyRanges(
multi_partition_container.container_link
)
]
self.assertGreater(len(pk_ranges), 1, "Container should have multiple physical partitions.")
# 2. Create items across different logical partitions
creation_tasks = []
items_to_read = []
all_item_ids = set()
for i in range(200):
doc_id = f"item_{i}_{uuid.uuid4()}"
pk = i % 2
all_item_ids.add(doc_id)
task = multi_partition_container.create_item({'id': doc_id, 'pk': pk, 'data': i})
creation_tasks.append(task)
items_to_read.append((doc_id, pk))
await asyncio.gather(*creation_tasks)
# 3. Check item distribution across physical partitions
partition_item_map = {}
for pk_range in pk_ranges:
pk_range_id = pk_range['id']
# Query items within this specific physical partition
items_in_partition = [
item async for item in multi_partition_container.query_items(
"SELECT c.id FROM c",
partition_key_range_id=pk_range_id
)
]
if items_in_partition:
partition_item_map[pk_range_id] = {item['id'] for item in items_in_partition}
# Assert that items were created on more than one physical partition
self.assertGreater(len(partition_item_map), 1,
"Items were not distributed across multiple physical partitions.")
# 3. Set up a response hook to capture both headers and results
hook_captured_data = {}
def response_hook(headers, results_list):
hook_captured_data['headers'] = headers
hook_captured_data['results'] = results_list
hook_captured_data['call_count'] = hook_captured_data.get('call_count', 0) + 1
# 4. Execute read_items with the hook
read_items_result = await multi_partition_container.read_items(
items=items_to_read,
response_hook=response_hook
)
# 5. Verify the response_hook was called correctly
self.assertEqual(hook_captured_data.get('call_count'), 1,
"Response hook should be called exactly once.")
# Verify the headers passed to the hook
hook_headers = hook_captured_data.get('headers', {})
self.assertIn('x-ms-request-charge', hook_headers)
self.assertGreater(float(hook_headers['x-ms-request-charge']), 0)
# Verify the CosmosList passed to the hook
hook_results = hook_captured_data.get('results')
self.assertIsNotNone(hook_results, "CosmosList should be passed to the hook.")
self.assertIsInstance(hook_results, list) # CosmosList inherits from list
self.assertEqual(len(hook_results), len(items_to_read))
hook_read_ids = {item['id'] for item in hook_results}
self.assertSetEqual(hook_read_ids, all_item_ids)
# Verify that the CosmosList passed to the hook is the same object as the one returned
self.assertIs(read_items_result, hook_results)
finally:
await self.database.delete_container(multi_partition_container)
if __name__ == '__main__':
unittest.main()
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