feat: Add Zernike wavefront viewer and V14 TPE optimization study
Dashboard Zernike Analysis:
- Add ZernikeViewer component with tabbed UI (40°, 60°, 90° vs 20°)
- Generate 3D surface mesh plots with Mesh3d triangulation
- Full 50-mode Zernike coefficient tables with mode names
- Manufacturing metrics for 90_vs_20 (optician workload analysis)
- OP2 availability filter for FEA trials only
- Fix duplicate trial display with unique React keys
- Tab switching with proper event propagation
Backend API Enhancements:
- GET /studies/{id}/trials/{num}/zernike - Generate Zernike HTML on-demand
- GET /studies/{id}/zernike-available - List trials with OP2 files
- compute_manufacturing_metrics() for aberration analysis
- compute_rms_filter_j1to3() for optician workload metric
M1 Mirror V14 Study:
- TPE (Tree-structured Parzen Estimator) optimization
- Seeds from 496 prior FEA trials (V11+V12+V13)
- Weighted-sum objective: 5*obj_40 + 5*obj_60 + 1*obj_mfg
- Multivariate TPE with constant_liar for efficient exploration
- Ready for 8-hour overnight runs
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
This commit is contained in:
Antoine
198
studies/m1_mirror_adaptive_V14/1_setup/optimization_config.json
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studies/m1_mirror_adaptive_V14/1_setup/optimization_config.json
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{
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"$schema": "Atomizer M1 Mirror TPE Optimization V14",
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"study_name": "m1_mirror_adaptive_V14",
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"description": "V14 - TPE single-objective optimization seeded from V11+V12+V13 FEA trials. Weighted-sum objective for efficient convergence.",
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"source_studies": {
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"v11": {
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"database": "../m1_mirror_adaptive_V11/3_results/study.db",
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"description": "V11 FEA trials (107 from V10 + V11)"
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},
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"v12": {
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"database": "../m1_mirror_adaptive_V12/3_results/study.db",
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"description": "V12 FEA trials from GNN validation"
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},
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"v13": {
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"database": "../m1_mirror_adaptive_V13/3_results/study.db",
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"description": "V13 FEA trials from NSGA-II run"
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}
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},
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"design_variables": [
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{
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"name": "lateral_inner_angle",
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"expression_name": "lateral_inner_angle",
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"min": 25.0,
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"max": 28.5,
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"baseline": 26.79,
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"units": "degrees",
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"enabled": true
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},
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{
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"name": "lateral_outer_angle",
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"expression_name": "lateral_outer_angle",
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"min": 13.0,
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"max": 17.0,
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"baseline": 14.64,
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"units": "degrees",
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"enabled": true
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},
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{
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"name": "lateral_outer_pivot",
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"expression_name": "lateral_outer_pivot",
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"min": 9.0,
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"max": 12.0,
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"baseline": 10.40,
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"units": "mm",
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"enabled": true
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},
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{
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"name": "lateral_inner_pivot",
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"expression_name": "lateral_inner_pivot",
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"min": 9.0,
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"max": 12.0,
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"baseline": 10.07,
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"units": "mm",
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"enabled": true
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},
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{
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"name": "lateral_middle_pivot",
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"expression_name": "lateral_middle_pivot",
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"min": 18.0,
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"max": 23.0,
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"baseline": 20.73,
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"units": "mm",
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"enabled": true
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},
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{
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"name": "lateral_closeness",
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"expression_name": "lateral_closeness",
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"min": 9.5,
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"max": 12.5,
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"baseline": 11.02,
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"units": "mm",
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"enabled": true
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},
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{
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"name": "whiffle_min",
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"expression_name": "whiffle_min",
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"min": 35.0,
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"max": 55.0,
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"baseline": 40.55,
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"units": "mm",
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"enabled": true
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},
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{
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"name": "whiffle_outer_to_vertical",
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"expression_name": "whiffle_outer_to_vertical",
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"min": 68.0,
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"max": 80.0,
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"baseline": 75.67,
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"units": "degrees",
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"enabled": true
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},
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{
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"name": "whiffle_triangle_closeness",
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"expression_name": "whiffle_triangle_closeness",
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"min": 50.0,
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"max": 65.0,
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"baseline": 60.00,
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"units": "mm",
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"enabled": true
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},
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{
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"name": "blank_backface_angle",
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"expression_name": "blank_backface_angle",
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"min": 4,
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"max": 5.0,
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"baseline": 4.23,
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"units": "degrees",
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"enabled": true
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},
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{
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"name": "inner_circular_rib_dia",
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"expression_name": "inner_circular_rib_dia",
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"min": 480.0,
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"max": 620.0,
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"baseline": 534.00,
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"units": "mm",
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"enabled": true
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}
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],
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"objectives": [
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{
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"name": "rel_filtered_rms_40_vs_20",
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"description": "Filtered RMS WFE at 40 deg relative to 20 deg reference (operational tracking)",
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"direction": "minimize",
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"weight": 5.0,
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"target": 4.0,
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"units": "nm",
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"extractor_config": {
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"target_subcase": "3",
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"reference_subcase": "2",
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"metric": "relative_filtered_rms_nm"
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}
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},
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{
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"name": "rel_filtered_rms_60_vs_20",
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"description": "Filtered RMS WFE at 60 deg relative to 20 deg reference (operational tracking)",
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"direction": "minimize",
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"weight": 5.0,
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"target": 10.0,
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"units": "nm",
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"extractor_config": {
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"target_subcase": "4",
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"reference_subcase": "2",
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"metric": "relative_filtered_rms_nm"
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}
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},
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{
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"name": "mfg_90_optician_workload",
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"description": "Manufacturing deformation at 90 deg polishing (J1-J3 filtered RMS)",
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"direction": "minimize",
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"weight": 1.0,
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"target": 20.0,
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"units": "nm",
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"extractor_config": {
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"target_subcase": "1",
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"reference_subcase": "2",
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"metric": "relative_rms_filter_j1to3"
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}
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}
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],
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"zernike_settings": {
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"n_modes": 50,
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"filter_low_orders": 4,
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"displacement_unit": "mm",
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"subcases": ["1", "2", "3", "4"],
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"subcase_labels": {"1": "90deg", "2": "20deg", "3": "40deg", "4": "60deg"},
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"reference_subcase": "2"
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},
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"tpe_settings": {
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"n_startup_trials": 10,
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"n_ei_candidates": 24,
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"multivariate": true,
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"constant_liar": true,
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"seed": 42
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},
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"nx_settings": {
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"nx_install_path": "C:\\Program Files\\Siemens\\NX2506",
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"sim_file": "ASSY_M1_assyfem1_sim1.sim",
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"solution_name": "Solution 1",
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"op2_pattern": "*-solution_1.op2",
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"simulation_timeout_s": 600,
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"journal_timeout_s": 120,
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"op2_timeout_s": 1800,
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"auto_start_nx": true
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},
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"dashboard_settings": {
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"trial_source_tag": true,
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"fea_marker": "circle",
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"fea_color": "#4CAF50"
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}
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}
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