Reload model changes. #1106
Reload model changes. #1106
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Warning Rate Limit Exceeded@nupur-khare has exceeded the limit for the number of commits that can be reviewed per hour. Please wait 10 minutes and 27 seconds before requesting another review. How to resolve this issue?After the wait time has elapsed, a review can be triggered using the @coderabbitai review command. Alternatively, push new commits to this PR. We recommend that you space out your commits to avoid hitting the rate limit. How do rate limits work?CodeRabbit enforces hourly rate limits for each developer per organization. WalkthroughThe recent updates focus on enhancing the model reload functionality with better error handling, user activity logging, and audit logging. Changes include splitting the reload function for improved clarity, adding checks to prevent concurrent reloads, and ensuring that user activities are logged and audited appropriately. These modifications aim to streamline the reload process, making it more robust and transparent for users and administrators. Changes
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Review Status
Actionable comments generated: 1
Configuration used: CodeRabbit UI
Files selected for processing (10)
- kairon/chat/agent_processor.py (3 hunks)
- kairon/chat/routers/web_client.py (2 hunks)
- kairon/chat/utils.py (2 hunks)
- kairon/shared/constants.py (1 hunks)
- kairon/shared/data/audit/processor.py (1 hunks)
- tests/integration_test/chat_service_test.py (4 hunks)
- tests/integration_test/services_test.py (1 hunks)
- tests/unit_test/data_processor/agent_processor_test.py (3 hunks)
- tests/unit_test/data_processor/data_processor_test.py (1 hunks)
- tests/unit_test/utility_test.py (4 hunks)
Additional comments: 25
kairon/chat/routers/web_client.py (1)
- 79-81: The changes to
reload_modelfunction introduce a check to prevent concurrent reloads, which is a good practice to avoid race conditions. However, ensure that theChatUtils.is_reload_model_in_progressmethod is atomic and thread-safe to prevent race conditions in a multi-threaded or multi-process environment.kairon/chat/agent_processor.py (3)
47-47: The
reloadfunction signature has been modified to include an64-70: User activity is logged upon successful model reload. It's important to ensure that the
UserActivityLogger.add_logmethod handles any exceptions internally and does not disrupt the reload process.68-70: The logging of a model reload failure is done within the
exceptblock. Verify that theUserActivityLogger.add_logmethod is robust and does not raise exceptions that could mask the original exception causing the reload to fail.kairon/shared/data/audit/processor.py (1)
- 32-32: The logic to fetch user information now considers bot data if account data is not provided. Ensure that this change does not introduce any security or privacy concerns, especially in cases where the bot data might not be intended to be used for user identification.
kairon/shared/constants.py (1)
- 61-63: The addition of
reload_model_enqueued,reload_model_failure, andreload_model_completionto theUserActivityTypeenum is consistent with the changes in other files to enhance logging and tracking of the model reload process.kairon/chat/utils.py (2)
39-57: The new
is_reload_model_in_progressmethod introduces a mechanism to check for ongoing reloads. Verify that this method is reliable and does not return false negatives, which could lead to concurrent reloads.60-70: The updated
reloadmethod now includes error handling and user activity logging. Ensure that the error handling is comprehensive and that the logging does not interfere with the reload process or exception propagation.tests/unit_test/data_processor/agent_processor_test.py (2)
34-35: The test setup now includes
pytest.emailandpytest.accountassignments. Verify that these new assignments are used consistently across all relevant test cases and that they align with the new changes in the codebase.131-141: New test cases have been added to set up a user and bot for testing. Ensure that these test cases are complete and cover the scenarios introduced by the new changes, particularly the logging and error handling in the reload process.
tests/integration_test/chat_service_test.py (6)
5-5: Import of
datetimemodule is correct and necessary for timestamping in tests.31-32: Import statements for
AuditLogDataandAuditlogActionsare correct and necessary for audit logging in tests.802-804: The addition of
mock_reload_model_in_progressparameter totest_reloadfunction is necessary to mock the state of model reloading.846-866: The new test function
test_reload_event_already_in_progresscorrectly tests the scenario where a reload event is already in progress.869-891: The new test function
test_reload_event_exception_in_reloadcorrectly tests the scenario where an exception occurs during the model reload.843-895: > Note: This review was outside the patches, so it was mapped to the patch with the greatest overlap. Original lines [2-893]
No further issues found in the rest of the file.
tests/unit_test/utility_test.py (6)
7-7: Import of
datetimemodule added.30-30: Import of
TelegramResponseConverteradded.31-31: Import of
ChatUtilsadded.34-34: Import of
UserActivityTypeadded.37-37: Modification of
DEFAULT_SYSTEM_PROMPTimport.2787-2797: New test method
test_is_reload_model_in_progress_failureadded to check if the model reload is already in progress and raises an exception if it is.def test_is_reload_model_in_progress_failure(self): AuditLogData( attributes=[{"key": "bot", "value": pytest.bot}], user="test", timestamp=datetime.utcnow(), action=AuditlogActions.ACTIVITY.value, entity=UserActivityType.reload_model_enqueued.value, data={'message': 'Model reload enqueued!'} ).save() in_progress = ChatUtils.is_reload_model_in_progress(pytest.bot, False) assert in_progress with pytest.raises(AppException, match='Model reload enqueued. Check logs.'): ChatUtils.is_reload_model_in_progress(pytest.bot)tests/integration_test/services_test.py (1)
- 5863-5889: The test
test_reload_model_in_progressis well-structured and includes proper mocking and assertions to validate the behavior when a model reload is already in progress. It checks the response status, message, and success flag, which aligns with the PR objectives to handle concurrent reload tasks.tests/unit_test/data_processor/data_processor_test.py (2)
15303-15305: The addition of
account_responseandbot_responsevariables suggests that the test now includes creating an account and a bot before retrieving an agent. Ensure that these additions align with the test's purpose and that the created entities are properly cleaned up after the test to prevent side effects on other tests.15313-15316: The test case
test_get_agent_from_cache_does_not_existsnow includes setup steps for account and bot creation. Ensure that theAppExceptionis raised for the correct reason (agent not found) and not due to any other error. Also, confirm that any entities created during the test are properly cleaned up afterwards.
| agent = AgentProcessor.get_agent("tests") | ||
| account_response = AccountProcessor.add_account('test_agent_account', 'testAgent') | ||
| bot_response = AccountProcessor.add_bot("tests", account_response["_id"], "testAgent") | ||
| agent = AgentProcessor.get_agent("tests", account_response["_id"]) |
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The verification process has revealed the following:
- The
AgentProcessor.get_agentmethod is called with a single parameter in multiple locations within the codebase, which does not match the updated method signature that requires two parameters. - The new method signature with two parameters is used in a few locations, but not consistently across the entire codebase.
Given this information, it is clear that not all calls to the AgentProcessor.get_agent method have been updated to match the new signature. This inconsistency can lead to runtime errors where the method is called with an incorrect number of arguments.
Based on the findings:
- : Calls to
AgentProcessor.get_agentwith the old signature still exist in the codebase, which do not match the updated method signature requiring two parameters.
Analysis chain
The get_agent method now takes an additional parameter. Verify that all calls to this method across the codebase have been updated to match the new signature.
Scripts Executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash
# Search for the old method signature to find omissions. Expecting no results.
ast-grep --lang python --pattern $'AgentProcessor.get_agent($_)'
# Search for the new method signature to validate usage. Expecting list of locations where the new signature is used.
ast-grep --lang python --pattern $'AgentProcessor.get_agent($_, $_)'
Length of output: 2170
Summary by CodeRabbit
New Features
Bug Fixes
Refactor
reloadfunctionality for better management and logging.Tests
Documentation