From 5078759b837264949ae390dd6d9a9fff9ab2e496 Mon Sep 17 00:00:00 2001 From: Anto01 Date: Mon, 17 Nov 2025 19:30:58 -0500 Subject: [PATCH] docs: Update DEVELOPMENT_GUIDANCE.md with Phase 3.3 and Organization v2.0 MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Updated development guidance to reflect recent completions: - Phase 3.3 (Visualization & Model Cleanup): ✅ 100% Complete - Study Organization v2.0: ✅ 100% Complete - Progress: 75-85% → 80-90% Complete - Working example: simple_beam_optimization (56 trials, 4 substudies) Added detailed sections for: - 6 plot types (convergence, design space, parallel coords, etc.) - Model cleanup system (50-90% disk savings) - Study organization structure (1_setup/, 2_substudies/, 3_reports/) - Templates and migration tools Updated evidence with actual implementation details and file locations. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude --- DEVELOPMENT_GUIDANCE.md | 78 ++++++++++++++++++++++++++++++++++++----- 1 file changed, 70 insertions(+), 8 deletions(-) diff --git a/DEVELOPMENT_GUIDANCE.md b/DEVELOPMENT_GUIDANCE.md index b74a8e31..ddf3de2b 100644 --- a/DEVELOPMENT_GUIDANCE.md +++ b/DEVELOPMENT_GUIDANCE.md @@ -2,9 +2,9 @@ > **Living Document**: Strategic direction, current status, and development priorities for Atomizer > -> **Last Updated**: 2025-11-17 +> **Last Updated**: 2025-11-17 (Evening - Phase 3.3 Complete) > -> **Status**: Alpha Development - 75-85% Complete, Integration Phase +> **Status**: Alpha Development - 80-90% Complete, Integration Phase --- @@ -31,11 +31,13 @@ ### Quick Stats -- **110 Python files** (~9,127 lines in core engine alone) +- **110+ Python files** (~10,000+ lines in core engine) - **23 test files** covering major components - **Phase 1 (Plugin System)**: ✅ 100% Complete & Production Ready - **Phases 2.5-3.1 (LLM Intelligence)**: ✅ 85% Complete - Components Built, Integration Needed -- **Working Example Study**: Bracket displacement optimization with substudy system +- **Phase 3.3 (Visualization & Cleanup)**: ✅ 100% Complete & Production Ready +- **Study Organization v2.0**: ✅ 100% Complete with Templates +- **Working Example Study**: simple_beam_optimization (4 substudies, 56 trials, full documentation) ### Key Insight @@ -59,9 +61,13 @@ The foundation is rock solid: - **Precision Control**: 4-decimal rounding for engineering units **Evidence**: -- `studies/bracket_displacement_maximizing/` has real optimization results -- 20 trials successfully completed with live history tracking -- Results: max_displacement: 0.611mm at trial 1, converging to 0.201mm at trial 20 +- `studies/simple_beam_optimization/` - Complete 4D optimization study + - 4 substudies (01-04) with numbered organization + - 56 total trials across all substudies + - 4 design variables (beam thickness, face thickness, hole diameter, hole count) + - 3 objectives (displacement, stress, mass) + 1 constraint + - Full documentation with substudy READMEs +- `studies/bracket_displacement_maximizing/` - Earlier study (20 trials) #### ✅ Plugin System (Phase 1) **Status**: PRODUCTION READY @@ -89,7 +95,63 @@ NX-like hierarchical studies: - **Live incremental history** tracking - **Clean separation** of concerns -**File**: `studies/bracket_displacement_maximizing/run_substudy.py` +**File**: `studies/simple_beam_optimization/run_optimization.py` + +#### ✅ Phase 3.3: Visualization & Model Cleanup +**Status**: PRODUCTION READY + +Automated post-processing system for optimization results: + +- **6 Plot Types**: + - Convergence (objective vs trial with running best) + - Design space evolution (parameter changes over time) + - Parallel coordinates (high-dimensional visualization) + - Sensitivity heatmap (parameter correlation analysis) + - Constraint violations tracking + - Multi-objective breakdown +- **Output Formats**: PNG (300 DPI) + PDF (vector graphics) +- **Model Cleanup**: Selective deletion of large CAD/FEM files + - Keeps top-N best trials (default: 10) + - Preserves all results.json files + - 50-90% disk space savings typical +- **Configuration**: JSON-based `post_processing` section + +**Evidence**: +- Tested on 50-trial beam optimization +- Generated 12 plot files (6 types × 2 formats) +- Plots saved to `studies/simple_beam_optimization/2_substudies/04_full_optimization_50trials/plots/` +- Documentation: `docs/PHASE_3_3_VISUALIZATION_AND_CLEANUP.md` + +**Integration**: Runs automatically after optimization completes (if enabled in config) + +#### ✅ Study Organization System v2.0 +**Status**: PRODUCTION READY + +Standardized directory structure for all optimization studies: + +**Structure**: +``` +studies/[study_name]/ +├── 1_setup/ # Pre-optimization (model, benchmarking) +├── 2_substudies/ # Numbered runs (01_, 02_, 03_...) +└── 3_reports/ # Study-level analysis +``` + +**Features**: +- **Numbered Substudies**: Chronological ordering (01, 02, 03...) +- **Self-Documenting**: Each substudy has README.md with purpose/results +- **Metadata Tracking**: study_metadata.json with complete substudy registry +- **Templates**: Complete templates for new studies and substudies +- **Migration Tool**: reorganize_study.py for existing studies + +**Evidence**: +- Applied to simple_beam_optimization study +- 4 substudy READMEs documenting progression +- Complete template system in `templates/` +- How-to guide: `templates/HOW_TO_CREATE_A_STUDY.md` +- Documentation: `docs/STUDY_ORGANIZATION.md` + +**File**: `studies/simple_beam_optimization/study_metadata.json` ### 🚧 What's Built But Not Yet Integrated