3030import vertexai
3131from google .cloud .aiplatform import initializer
3232from vertexai ._genai import agent_engines
33+ from vertexai ._genai import _agent_engines_utils
3334from vertexai ._genai import types as _genai_types
34- from vertexai .agent_engines import _agent_engines
35- from vertexai .agent_engines import _utils
3635from google .genai import client as genai_client
3736from google .genai import types as genai_types
3837
@@ -316,25 +315,25 @@ def register_operations(self) -> Dict[str, List[str]]:
316315_TEST_AGENT_ENGINE_DISPLAY_NAME = "Agent Engine Display Name"
317316_TEST_AGENT_ENGINE_DESCRIPTION = "Agent Engine Description"
318317_TEST_AGENT_ENGINE_LIST_FILTER = f'display_name="{ _TEST_AGENT_ENGINE_DISPLAY_NAME } "'
319- _TEST_GCS_DIR_NAME = _agent_engines ._DEFAULT_GCS_DIR_NAME
320- _TEST_BLOB_FILENAME = _agent_engines ._BLOB_FILENAME
321- _TEST_REQUIREMENTS_FILE = _agent_engines ._REQUIREMENTS_FILE
322- _TEST_EXTRA_PACKAGES_FILE = _agent_engines ._EXTRA_PACKAGES_FILE
323- _TEST_STANDARD_API_MODE = _agent_engines ._STANDARD_API_MODE
324- _TEST_ASYNC_API_MODE = _agent_engines ._ASYNC_API_MODE
325- _TEST_STREAM_API_MODE = _agent_engines ._STREAM_API_MODE
326- _TEST_ASYNC_STREAM_API_MODE = _agent_engines ._ASYNC_STREAM_API_MODE
327- _TEST_DEFAULT_METHOD_NAME = _agent_engines ._DEFAULT_METHOD_NAME
328- _TEST_DEFAULT_ASYNC_METHOD_NAME = _agent_engines ._DEFAULT_ASYNC_METHOD_NAME
329- _TEST_DEFAULT_STREAM_METHOD_NAME = _agent_engines ._DEFAULT_STREAM_METHOD_NAME
318+ _TEST_GCS_DIR_NAME = _agent_engines_utils ._DEFAULT_GCS_DIR_NAME
319+ _TEST_BLOB_FILENAME = _agent_engines_utils ._BLOB_FILENAME
320+ _TEST_REQUIREMENTS_FILE = _agent_engines_utils ._REQUIREMENTS_FILE
321+ _TEST_EXTRA_PACKAGES_FILE = _agent_engines_utils ._EXTRA_PACKAGES_FILE
322+ _TEST_STANDARD_API_MODE = _agent_engines_utils ._STANDARD_API_MODE
323+ _TEST_ASYNC_API_MODE = _agent_engines_utils ._ASYNC_API_MODE
324+ _TEST_STREAM_API_MODE = _agent_engines_utils ._STREAM_API_MODE
325+ _TEST_ASYNC_STREAM_API_MODE = _agent_engines_utils ._ASYNC_STREAM_API_MODE
326+ _TEST_DEFAULT_METHOD_NAME = _agent_engines_utils ._DEFAULT_METHOD_NAME
327+ _TEST_DEFAULT_ASYNC_METHOD_NAME = _agent_engines_utils ._DEFAULT_ASYNC_METHOD_NAME
328+ _TEST_DEFAULT_STREAM_METHOD_NAME = _agent_engines_utils ._DEFAULT_STREAM_METHOD_NAME
330329_TEST_DEFAULT_ASYNC_STREAM_METHOD_NAME = (
331- _agent_engines ._DEFAULT_ASYNC_STREAM_METHOD_NAME
330+ _agent_engines_utils ._DEFAULT_ASYNC_STREAM_METHOD_NAME
332331)
333332_TEST_CAPITALIZE_ENGINE_METHOD_DOCSTRING = "Runs the engine."
334333_TEST_STREAM_METHOD_DOCSTRING = "Runs the stream engine."
335334_TEST_ASYNC_STREAM_METHOD_DOCSTRING = "Runs the async stream engine."
336- _TEST_MODE_KEY_IN_SCHEMA = _agent_engines ._MODE_KEY_IN_SCHEMA
337- _TEST_METHOD_NAME_KEY_IN_SCHEMA = _agent_engines ._METHOD_NAME_KEY_IN_SCHEMA
335+ _TEST_MODE_KEY_IN_SCHEMA = _agent_engines_utils ._MODE_KEY_IN_SCHEMA
336+ _TEST_METHOD_NAME_KEY_IN_SCHEMA = _agent_engines_utils ._METHOD_NAME_KEY_IN_SCHEMA
338337_TEST_CUSTOM_METHOD_NAME = "custom_method"
339338_TEST_CUSTOM_ASYNC_METHOD_NAME = "custom_async_method"
340339_TEST_CUSTOM_STREAM_METHOD_NAME = "custom_stream_method"
@@ -422,13 +421,13 @@ def register_operations(self) -> Dict[str, List[str]]:
422421 "lib" ,
423422 "main.py" ,
424423]
425- _TEST_AGENT_ENGINE_QUERY_SCHEMA = _utils . generate_schema (
424+ _TEST_AGENT_ENGINE_QUERY_SCHEMA = _agent_engines_utils . _generate_schema (
426425 CapitalizeEngine ().query ,
427426 schema_name = _TEST_DEFAULT_METHOD_NAME ,
428427)
429428_TEST_AGENT_ENGINE_QUERY_SCHEMA [_TEST_MODE_KEY_IN_SCHEMA ] = _TEST_STANDARD_API_MODE
430429_TEST_PYTHON_VERSION = f"{ sys .version_info .major } .{ sys .version_info .minor } "
431- _TEST_AGENT_ENGINE_FRAMEWORK = _agent_engines ._DEFAULT_AGENT_FRAMEWORK
430+ _TEST_AGENT_ENGINE_FRAMEWORK = _agent_engines_utils ._DEFAULT_AGENT_FRAMEWORK
432431_TEST_AGENT_ENGINE_CLASS_METHOD_1 = {
433432 "description" : "Runs the engine." ,
434433 "name" : "query" ,
@@ -513,47 +512,49 @@ def register_operations(self) -> Dict[str, List[str]]:
513512_TEST_AGENT_ENGINE_STREAM_QUERY_RESPONSE = [{"output" : "hello" }, {"output" : "world" }]
514513_TEST_AGENT_ENGINE_OPERATION_SCHEMAS = []
515514_TEST_AGENT_ENGINE_EXTRA_PACKAGE = "fake.py"
516- _TEST_AGENT_ENGINE_ASYNC_METHOD_SCHEMA = _utils . generate_schema (
515+ _TEST_AGENT_ENGINE_ASYNC_METHOD_SCHEMA = _agent_engines_utils . _generate_schema (
517516 AsyncQueryEngine ().async_query ,
518517 schema_name = _TEST_DEFAULT_ASYNC_METHOD_NAME ,
519518)
520519_TEST_AGENT_ENGINE_ASYNC_METHOD_SCHEMA [_TEST_MODE_KEY_IN_SCHEMA ] = _TEST_ASYNC_API_MODE
521- _TEST_AGENT_ENGINE_CUSTOM_METHOD_SCHEMA = _utils . generate_schema (
520+ _TEST_AGENT_ENGINE_CUSTOM_METHOD_SCHEMA = _agent_engines_utils . _generate_schema (
522521 OperationRegistrableEngine ().custom_method ,
523522 schema_name = _TEST_CUSTOM_METHOD_NAME ,
524523)
525524_TEST_AGENT_ENGINE_CUSTOM_METHOD_SCHEMA [
526525 _TEST_MODE_KEY_IN_SCHEMA
527526] = _TEST_STANDARD_API_MODE
528- _TEST_AGENT_ENGINE_ASYNC_CUSTOM_METHOD_SCHEMA = _utils . generate_schema (
527+ _TEST_AGENT_ENGINE_ASYNC_CUSTOM_METHOD_SCHEMA = _agent_engines_utils . _generate_schema (
529528 OperationRegistrableEngine ().custom_async_method ,
530529 schema_name = _TEST_CUSTOM_ASYNC_METHOD_NAME ,
531530)
532531_TEST_AGENT_ENGINE_ASYNC_CUSTOM_METHOD_SCHEMA [
533532 _TEST_MODE_KEY_IN_SCHEMA
534533] = _TEST_ASYNC_API_MODE
535- _TEST_AGENT_ENGINE_STREAM_QUERY_SCHEMA = _utils . generate_schema (
534+ _TEST_AGENT_ENGINE_STREAM_QUERY_SCHEMA = _agent_engines_utils . _generate_schema (
536535 StreamQueryEngine ().stream_query ,
537536 schema_name = _TEST_DEFAULT_STREAM_METHOD_NAME ,
538537)
539538_TEST_AGENT_ENGINE_STREAM_QUERY_SCHEMA [_TEST_MODE_KEY_IN_SCHEMA ] = _TEST_STREAM_API_MODE
540- _TEST_AGENT_ENGINE_CUSTOM_STREAM_QUERY_SCHEMA = _utils . generate_schema (
539+ _TEST_AGENT_ENGINE_CUSTOM_STREAM_QUERY_SCHEMA = _agent_engines_utils . _generate_schema (
541540 OperationRegistrableEngine ().custom_stream_method ,
542541 schema_name = _TEST_CUSTOM_STREAM_METHOD_NAME ,
543542)
544543_TEST_AGENT_ENGINE_CUSTOM_STREAM_QUERY_SCHEMA [
545544 _TEST_MODE_KEY_IN_SCHEMA
546545] = _TEST_STREAM_API_MODE
547- _TEST_AGENT_ENGINE_ASYNC_STREAM_QUERY_SCHEMA = _utils . generate_schema (
546+ _TEST_AGENT_ENGINE_ASYNC_STREAM_QUERY_SCHEMA = _agent_engines_utils . _generate_schema (
548547 AsyncStreamQueryEngine ().async_stream_query ,
549548 schema_name = _TEST_DEFAULT_ASYNC_STREAM_METHOD_NAME ,
550549)
551550_TEST_AGENT_ENGINE_ASYNC_STREAM_QUERY_SCHEMA [
552551 _TEST_MODE_KEY_IN_SCHEMA
553552] = _TEST_ASYNC_STREAM_API_MODE
554- _TEST_AGENT_ENGINE_CUSTOM_ASYNC_STREAM_QUERY_SCHEMA = _utils .generate_schema (
555- OperationRegistrableEngine ().custom_async_stream_method ,
556- schema_name = _TEST_CUSTOM_ASYNC_STREAM_METHOD_NAME ,
553+ _TEST_AGENT_ENGINE_CUSTOM_ASYNC_STREAM_QUERY_SCHEMA = (
554+ _agent_engines_utils ._generate_schema (
555+ OperationRegistrableEngine ().custom_async_stream_method ,
556+ schema_name = _TEST_CUSTOM_ASYNC_STREAM_METHOD_NAME ,
557+ )
557558)
558559_TEST_AGENT_ENGINE_CUSTOM_ASYNC_STREAM_QUERY_SCHEMA [
559560 _TEST_MODE_KEY_IN_SCHEMA
@@ -578,7 +579,7 @@ def register_operations(self) -> Dict[str, List[str]]:
578579_TEST_NO_OPERATION_REGISTRABLE_SCHEMAS = [
579580 _TEST_AGENT_ENGINE_QUERY_SCHEMA ,
580581]
581- _TEST_METHOD_TO_BE_UNREGISTERED_SCHEMA = _utils . generate_schema (
582+ _TEST_METHOD_TO_BE_UNREGISTERED_SCHEMA = _agent_engines_utils . _generate_schema (
582583 MethodToBeUnregisteredEngine ().method_to_be_unregistered ,
583584 schema_name = _TEST_METHOD_TO_BE_UNREGISTERED_NAME ,
584585)
@@ -747,7 +748,7 @@ def setup_method(self):
747748 def teardown_method (self ):
748749 initializer .global_pool .shutdown (wait = True )
749750
750- @mock .patch .object (_agent_engines , "_prepare" )
751+ @mock .patch .object (_agent_engines_utils , "_prepare" )
751752 def test_create_agent_engine_config_lightweight (self , mock_prepare ):
752753 config = self .client .agent_engines ._create_config (
753754 mode = "create" ,
@@ -760,7 +761,7 @@ def test_create_agent_engine_config_lightweight(self, mock_prepare):
760761 "description" : _TEST_AGENT_ENGINE_DESCRIPTION ,
761762 }
762763
763- @mock .patch .object (_agent_engines , "_prepare" )
764+ @mock .patch .object (_agent_engines_utils , "_prepare" )
764765 def test_create_agent_engine_config_full (self , mock_prepare ):
765766 config = self .client .agent_engines ._create_config (
766767 mode = "create" ,
@@ -799,7 +800,7 @@ def test_create_agent_engine_config_full(self, mock_prepare):
799800 }
800801 assert config ["spec" ]["class_methods" ] == [_TEST_AGENT_ENGINE_CLASS_METHOD_1 ]
801802
802- @mock .patch .object (_agent_engines , "_prepare" )
803+ @mock .patch .object (_agent_engines_utils , "_prepare" )
803804 def test_update_agent_engine_config_full (self , mock_prepare ):
804805 config = self .client .agent_engines ._create_config (
805806 mode = "update" ,
@@ -965,7 +966,7 @@ def test_list_agent_engine(self):
965966 )
966967
967968 @pytest .mark .usefixtures ("caplog" )
968- @mock .patch .object (_agent_engines , "_prepare" )
969+ @mock .patch .object (_agent_engines_utils , "_prepare" )
969970 @mock .patch .object (agent_engines .AgentEngines , "_await_operation" )
970971 def test_create_agent_engine (self , mock_await_operation , mock_prepare , caplog ):
971972 mock_await_operation .return_value = _genai_types .AgentEngineOperation (
@@ -1132,7 +1133,7 @@ def test_create_agent_engine_with_env_vars_dict(
11321133 )
11331134
11341135 @pytest .mark .usefixtures ("caplog" )
1135- @mock .patch .object (_agent_engines , "_prepare" )
1136+ @mock .patch .object (_agent_engines_utils , "_prepare" )
11361137 @mock .patch .object (agent_engines .AgentEngines , "_await_operation" )
11371138 def test_update_agent_engine_requirements (
11381139 self , mock_await_operation , mock_prepare , caplog
@@ -1189,7 +1190,7 @@ def test_update_agent_engine_requirements(
11891190 f"'{ _TEST_AGENT_ENGINE_RESOURCE_NAME } ')" in caplog .text
11901191 )
11911192
1192- @mock .patch .object (_agent_engines , "_prepare" )
1193+ @mock .patch .object (_agent_engines_utils , "_prepare" )
11931194 @mock .patch .object (agent_engines .AgentEngines , "_await_operation" )
11941195 def test_update_agent_engine_extra_packages (
11951196 self , mock_await_operation , mock_prepare
@@ -1243,7 +1244,7 @@ def test_update_agent_engine_extra_packages(
12431244 None ,
12441245 )
12451246
1246- @mock .patch .object (_agent_engines , "_prepare" )
1247+ @mock .patch .object (_agent_engines_utils , "_prepare" )
12471248 @mock .patch .object (agent_engines .AgentEngines , "_await_operation" )
12481249 def test_update_agent_engine_env_vars (
12491250 self , mock_await_operation , mock_prepare , caplog
@@ -1522,7 +1523,7 @@ async def consume():
15221523 _TEST_NO_OPERATION_REGISTRABLE_SCHEMAS ,
15231524 [
15241525 (
1525- _utils . generate_schema (
1526+ _agent_engines_utils . _generate_schema (
15261527 CapitalizeEngine ().query ,
15271528 schema_name = _TEST_DEFAULT_METHOD_NAME ,
15281529 ),
@@ -1535,56 +1536,56 @@ async def consume():
15351536 _TEST_OPERATION_REGISTRABLE_SCHEMAS ,
15361537 [
15371538 (
1538- _utils . generate_schema (
1539+ _agent_engines_utils . _generate_schema (
15391540 OperationRegistrableEngine ().query ,
15401541 schema_name = _TEST_DEFAULT_METHOD_NAME ,
15411542 ),
15421543 _TEST_STANDARD_API_MODE ,
15431544 ),
15441545 (
1545- _utils . generate_schema (
1546+ _agent_engines_utils . _generate_schema (
15461547 OperationRegistrableEngine ().custom_method ,
15471548 schema_name = _TEST_CUSTOM_METHOD_NAME ,
15481549 ),
15491550 _TEST_STANDARD_API_MODE ,
15501551 ),
15511552 (
1552- _utils . generate_schema (
1553+ _agent_engines_utils . _generate_schema (
15531554 OperationRegistrableEngine ().async_query ,
15541555 schema_name = _TEST_DEFAULT_ASYNC_METHOD_NAME ,
15551556 ),
15561557 _TEST_ASYNC_API_MODE ,
15571558 ),
15581559 (
1559- _utils . generate_schema (
1560+ _agent_engines_utils . _generate_schema (
15601561 OperationRegistrableEngine ().custom_async_method ,
15611562 schema_name = _TEST_CUSTOM_ASYNC_METHOD_NAME ,
15621563 ),
15631564 _TEST_ASYNC_API_MODE ,
15641565 ),
15651566 (
1566- _utils . generate_schema (
1567+ _agent_engines_utils . _generate_schema (
15671568 OperationRegistrableEngine ().stream_query ,
15681569 schema_name = _TEST_DEFAULT_STREAM_METHOD_NAME ,
15691570 ),
15701571 _TEST_STREAM_API_MODE ,
15711572 ),
15721573 (
1573- _utils . generate_schema (
1574+ _agent_engines_utils . _generate_schema (
15741575 OperationRegistrableEngine ().custom_stream_method ,
15751576 schema_name = _TEST_CUSTOM_STREAM_METHOD_NAME ,
15761577 ),
15771578 _TEST_STREAM_API_MODE ,
15781579 ),
15791580 (
1580- _utils . generate_schema (
1581+ _agent_engines_utils . _generate_schema (
15811582 OperationRegistrableEngine ().async_stream_query ,
15821583 schema_name = _TEST_DEFAULT_ASYNC_STREAM_METHOD_NAME ,
15831584 ),
15841585 _TEST_ASYNC_STREAM_API_MODE ,
15851586 ),
15861587 (
1587- _utils . generate_schema (
1588+ _agent_engines_utils . _generate_schema (
15881589 OperationRegistrableEngine ().custom_async_stream_method ,
15891590 schema_name = _TEST_CUSTOM_ASYNC_STREAM_METHOD_NAME ,
15901591 ),
@@ -1597,7 +1598,7 @@ async def consume():
15971598 _TEST_OPERATION_NOT_REGISTERED_SCHEMAS ,
15981599 [
15991600 (
1600- _utils . generate_schema (
1601+ _agent_engines_utils . _generate_schema (
16011602 OperationNotRegisteredEngine ().custom_method ,
16021603 schema_name = _TEST_CUSTOM_METHOD_NAME ,
16031604 ),
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