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1 | 1 | # Current Session Handoff Summary |
2 | 2 |
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3 | 3 | **Date**: June 14, 2025 |
4 | | -**Session Type**: Text Model API Simplification Implementation |
5 | | -**Status**: 🎉 **PHASE 4 COMPLETE** - Simplified text model API successfully implemented |
| 4 | +**Session Type**: Google Colab Warning Fix & 0.4.0 Release Preparation |
| 5 | +**Status**: 🔧 **Colab Issue Resolved** - Preparing for 0.4.0 release |
6 | 6 |
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7 | 7 | ## 🎯 **What We Just Accomplished** |
8 | 8 |
|
| 9 | +### **GOOGLE COLAB WARNING FIX** ✅ |
| 10 | +- **Root Cause Identified**: Colab pre-imports scikit-learn, which uses `joblib.backports` |
| 11 | +- **Not a Real Issue**: `joblib.backports` is not a true backports package, just internal compatibility code |
| 12 | +- **Solution Implemented**: |
| 13 | + - Removed redundant `configparser` from requirements.txt (built-in to Python 3.x) |
| 14 | + - Added documentation note for Colab users in installation guide |
| 15 | + - Created `colab_utils.py` for future Colab-specific handling if needed |
| 16 | +- **User Impact**: Warning still appears but users now know it's safe to ignore |
| 17 | + |
9 | 18 | ### **TEXT MODEL API SIMPLIFICATION** ✅ |
10 | 19 | - **Simplified String Format**: `{'model': 'all-MiniLM-L6-v2'}` now works everywhere |
11 | 20 | - **Automatic Normalization**: All model formats (string, partial dict, full dict) normalized consistently |
@@ -203,9 +212,54 @@ pytest tests/wrangler/test_zoo.py::test_wrangle_text_sklearn -v |
203 | 212 |
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204 | 213 | --- |
205 | 214 |
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206 | | -**NEXT PHASE FOCUS**: Simplify text model API to reduce configuration complexity and improve user experience while maintaining full backward compatibility. |
207 | | - |
208 | | -**Current State**: Production-ready dual-backend implementation with comprehensive testing |
209 | | -**Next Goal**: Streamlined text processing API for better developer experience |
| 215 | +## 🚀 **NEXT PRIORITY: RELEASE 0.4.0 PREPARATION (Phase 5)** |
| 216 | + |
| 217 | +### **PHASE 4 COMPLETE** ✅ |
| 218 | +**Text Model API Simplification** successfully implemented with: |
| 219 | +- 80% reduction in configuration verbosity |
| 220 | +- Full backward compatibility maintained |
| 221 | +- Comprehensive dual-backend testing |
| 222 | +- All documentation and tutorials updated |
| 223 | +- All tests passing (45/45) |
| 224 | +- Changes committed and pushed to GitHub |
| 225 | + |
| 226 | +### **IMMEDIATE NEXT TASKS FOR 0.4.0 RELEASE** |
| 227 | + |
| 228 | +#### **1. DOCUMENTATION AUDIT (HIGH PRIORITY 🚨)** |
| 229 | +- **Search for pandas-only references**: Find docs that need dual-backend updates |
| 230 | +- **Review featured examples**: Ensure all use simplified text model API |
| 231 | +- **Update verbose text model examples**: Replace any remaining old syntax |
| 232 | +- **Check migration guide**: Verify 0.3.0→0.4.0 guidance is accurate |
| 233 | +- **Installation docs review**: Make sure PyPI package info is current |
| 234 | + |
| 235 | +#### **2. MANUAL TESTING IN COLAB** |
| 236 | +- **Create comprehensive test notebook**: Cover all major features |
| 237 | +- **Test simplified API**: Verify `{'model': 'all-MiniLM-L6-v2'}` works seamlessly |
| 238 | +- **Cross-backend verification**: Test pandas vs Polars performance/equivalence |
| 239 | +- **HuggingFace models**: Test sentence-transformers with new API |
| 240 | +- **sklearn models**: Test simplified pipeline syntax `['CountVectorizer', 'NMF']` |
| 241 | + |
| 242 | +#### **3. VERSION BUMP AND PYPI RELEASE** |
| 243 | +- **Update version to 0.4.0**: Bump in setup.py, __init__.py, etc. |
| 244 | +- **Update HISTORY.rst**: Document 0.4.0 changes |
| 245 | +- **Prepare release notes**: Highlight simplified API as key feature |
| 246 | +- **PyPI release**: Build and upload to pydata-wrangler package |
| 247 | + |
| 248 | +### **0.4.0 RELEASE HIGHLIGHTS** |
| 249 | +- **🎯 Simplified Text Model API**: 80% reduction in configuration complexity |
| 250 | +- **⚡ Enhanced Performance**: Continued Polars backend improvements |
| 251 | +- **🔄 Backward Compatible**: All existing code continues working |
| 252 | +- **📚 Updated Documentation**: Clean examples throughout |
| 253 | +- **🧪 Comprehensive Testing**: Dual-backend test coverage |
| 254 | + |
| 255 | +### **SUCCESS CRITERIA FOR 0.4.0** |
| 256 | +- ✅ All documentation uses simplified API in featured examples |
| 257 | +- ✅ Manual Colab testing passes for all major features |
| 258 | +- ✅ No pandas-only references in dual-backend contexts |
| 259 | +- ✅ Version bump completed and tagged |
| 260 | +- ✅ PyPI release successful |
| 261 | + |
| 262 | +**Current State**: Text model API simplification complete and tested |
| 263 | +**Next Goal**: Polished documentation and successful 0.4.0 PyPI release |
210 | 264 |
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211 | 265 | **Remember**: Always verify the current date is correct! 📅 |
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