New
0.2.3 Release
0.2.3
New Features
- Embedded Tutorial Dataset - California Schools dataset now bundled with installation and integrated into
datus-agent initworkflow for hands-on learning of contextual data engineering. #277 tutorial - Enhanced Evaluation Framework - New evaluation command with expanded categories: Exact Match, Same Result Count (different values), Schema/Table Usage Match, and Semantic/Metric Layer Correctness. #264
- Plugin-Based Database Connector - Refactored database connector to plugin-based architecture for easier extensibility and custom adapter development. #284
Enhancements
- Simplified Installation - Removed legacy transformers dependency from default installation for faster setup and reduced package size. #247
- Streamlined MetricFlow Configuration - Simplified configuration as MetricFlow now natively supports Datus config format. #243
- Built-in Generation Commands -
/gen_semantic_model,/gen_metrics, and/gen_sql_summarysubagents now work out of the box without additional setup. #250 - Agentic Node Integration - Workflow-based evaluations now support agentic nodes for more sophisticated testing scenarios. #262
- Code Quality Improvements - Refactored tool modules and enhanced node logic. Unified
bootstrap-kbandgen_semantic_modelto use the same implementation. #245 #250 - Optimized Embedding Storage - Refactored embedding model storage and updated dependencies for better performance. #247
Bug Fixes
- Schema Metadata Handling - Fixed empty definition field in schema_linking command to ensure proper schema metadata is passed to downstream nodes. #327
- Initialization Issues - Resolved multiple initialization bugs and corrected configuration file validation for tutorial mode. #304 #303
- Environment Variable Compatibility - Fixed environment variable handling across different platforms for improved deployment compatibility. #294
- Evaluation Summary Generation - Fixed summary generation in benchmark evaluation for more accurate evaluation reports. #314
- FastEmbed Cache Directory - Fixed cache directory path for fastembed to resolve caching issues on different platforms. #251