Feature/memcube log structured logs rework#516
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- Replace fullwidth colon (：) with halfwidth colon (:) in all content fields - Update example file to use English UI text instead of Chinese for consistency - Ensure backend sends neutral data format for frontend i18n handling Changes: - scheduler_logger.py: Use halfwidth colon in content formatting - general_scheduler.py: Use halfwidth colon in content formatting - memos_w_scheduler.py: Replace Chinese UI text with English equivalents
Replace list(merged_target_ids)[0] with next(iter(merged_target_ids)) for better performance and readability.
- Format long lines for better readability - Align dictionary entries and function parameters - Follow project code style guidelines
- Fix API compatibility: replace self.dispatcher._group_messages_by_user_and_mem_cube() with standalone group_messages_by_user_and_mem_cube() function - Add graceful handling for uninitialized preference memory (pref_mem = None) - Improve error messages with mem_cube_id context Fixes: - AttributeError: SchedulerDispatcher object has no attribute _group_messages_by_user_and_mem_cube - TypeError: Expected PreferenceTextMemory but got NoneType Affected handlers: - _query_message_consumer - _answer_message_consumer - _add_message_consumer - _pref_add_message_consumer Tests: All handler tests passed (3/3)
…om:MemTensor/MemOS into feature/memcube-log-structured-logs-rework
- Add exchange_name and exchange_type fields to RabbitMQConfig - Support both fanout (Playground) and direct (Cloud Service) exchange types - Load exchange config from environment variables if provided - Maintain backward compatibility with default values (memos-fanout, fanout) - Enable multi-environment deployment (Playground + Cloud Service)
- Skip logging scheduleMemory events when no memory changes occur - Only generate logs when memcube_log_content is not empty - Applies to both working memory and activation memory updates - Improves frontend UX by reducing noise from empty scheduling events
…work - Resolved conflicts in scheduler files - Fixed group_messages_by_user_and_mem_cube usage (now standalone function) - Added pref_mem None check - Preserved RabbitMQ config enhancements (exchange_name, exchange_type) - Preserved empty scheduleMemory log filtering - Integrated latest dev changes (API refactor, LLM updates, multi_mem_cube)
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Feb 24, 2026
* feat: reapply structured memcube logs * refactor: replace fullwidth punctuation with halfwidth in log content - Replace fullwidth colon (：) with halfwidth colon (:) in all content fields - Update example file to use English UI text instead of Chinese for consistency - Ensure backend sends neutral data format for frontend i18n handling Changes: - scheduler_logger.py: Use halfwidth colon in content formatting - general_scheduler.py: Use halfwidth colon in content formatting - memos_w_scheduler.py: Replace Chinese UI text with English equivalents * style: fix RUF015 linter warning Replace list(merged_target_ids)[0] with next(iter(merged_target_ids)) for better performance and readability. * style: apply ruff formatting - Format long lines for better readability - Align dictionary entries and function parameters - Follow project code style guidelines * style: format server_router.py (inherited from dev branch) * feat: add debug console * feat: add debug console * fix: resolve scheduler handler compatibility issues - Fix API compatibility: replace self.dispatcher._group_messages_by_user_and_mem_cube() with standalone group_messages_by_user_and_mem_cube() function - Add graceful handling for uninitialized preference memory (pref_mem = None) - Improve error messages with mem_cube_id context Fixes: - AttributeError: SchedulerDispatcher object has no attribute _group_messages_by_user_and_mem_cube - TypeError: Expected PreferenceTextMemory but got NoneType Affected handlers: - _query_message_consumer - _answer_message_consumer - _add_message_consumer - _pref_add_message_consumer Tests: All handler tests passed (3/3) * feat: add debug console * feat: support configurable RabbitMQ exchange name and type - Add exchange_name and exchange_type fields to RabbitMQConfig - Support both fanout (Playground) and direct (Cloud Service) exchange types - Load exchange config from environment variables if provided - Maintain backward compatibility with default values (memos-fanout, fanout) - Enable multi-environment deployment (Playground + Cloud Service) * feat: filter empty scheduleMemory logs - Skip logging scheduleMemory events when no memory changes occur - Only generate logs when memcube_log_content is not empty - Applies to both working memory and activation memory updates - Improves frontend UX by reducing noise from empty scheduling events --------- Co-authored-by: glin1993@outlook.com <> Co-authored-by: harvey_xiang <harvey_xiang22@163.com>
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Description
Summary
Implement structured logging system for MemCube operations with enhanced observability and frontend integration.
实现 MemCube 操作的结构化日志系统，增强可观测性和前端集成能力。
Key Changes:
memcube_log_content,metadata,memcube_name,memory_lenfields for six event types (addMessage,addMemory,updateMemory,mergeMemory,archiveMemory,scheduleMemory)scheduleMemoryevents to reduce frontend noise主要变更：
Fix: N/A (Feature enhancement)
Reviewer: @CarltonXiang @tangg555 @CaralHsi
Deployment Notes
Cloud Service only: Add environment variables:
MEMSCHEDULER_RABBITMQ_EXCHANGE_NAME=memos-memory-change
MEMSCHEDULER_RABBITMQ_EXCHANGE_TYPE=directPlayground: No changes needed (uses defaults)
云服务部署： 添加上述环境变量
Playground： 无需修改
Checklist: