feat(config): Add AtomizerSpec v2.0 schema and migrate all studies
Added JSON Schema: - optimization_engine/schemas/atomizer_spec_v2.json Migrated 28 studies to AtomizerSpec v2.0 format: - Drone_Gimbal studies (1) - M1_Mirror studies (21) - M2_Mirror studies (2) - SheetMetal_Bracket studies (4) Each atomizer_spec.json is the unified configuration containing: - Design variables with bounds and expressions - Extractors (standard and custom) - Objectives and constraints - Optimization algorithm settings - Canvas layout information
This commit is contained in:
462
studies/M1_Mirror/m1_mirror_turbo_V1/atomizer_spec.json
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462
studies/M1_Mirror/m1_mirror_turbo_V1/atomizer_spec.json
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{
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"meta": {
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"version": "2.0",
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"created": "2026-01-17T15:35:12.036882Z",
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"modified": "2026-01-17T15:35:12.036882Z",
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"created_by": "migration",
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"modified_by": "migration",
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"study_name": "m1_mirror_turbo_v1",
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"description": "Self-improving turbo optimization: MLP surrogate explores design space, top candidates validated by FEA, surrogate retrains on new FEA data. Dashboard shows only FEA-validated iterations.",
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"tags": [
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"Surrogate",
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"mirror",
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"zernike",
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"opd"
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]
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},
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"model": {
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"sim": {
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"path": "ASSY_M1_assyfem1_sim1.sim",
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"solver": "nastran"
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},
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"nx_settings": {
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"nx_install_path": "C:\\Program Files\\Siemens\\DesigncenterNX2512",
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"simulation_timeout_s": 600
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}
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},
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"design_variables": [
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{
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"id": "dv_001",
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"name": "whiffle_min",
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"expression_name": "whiffle_min",
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"type": "continuous",
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"bounds": {
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"min": 30.0,
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"max": 72.0
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},
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"baseline": 61.9189,
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"units": "mm",
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"enabled": true,
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"description": "Inner whiffle tree contact radius",
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"canvas_position": {
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"x": 50,
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"y": 100
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}
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},
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{
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"id": "dv_002",
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"name": "whiffle_outer_to_vertical",
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"expression_name": "whiffle_outer_to_vertical",
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"type": "continuous",
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"bounds": {
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"min": 70.0,
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"max": 85.0
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},
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"baseline": 81.7479,
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"units": "mm",
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"enabled": true,
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"description": "Outer whiffle arm length",
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"canvas_position": {
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"x": 50,
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"y": 180
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}
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},
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{
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"id": "dv_003",
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"name": "whiffle_triangle_closeness",
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"expression_name": "whiffle_triangle_closeness",
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"type": "continuous",
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"bounds": {
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"min": 65.0,
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"max": 120.0
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},
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"baseline": 65.5418,
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"units": "mm",
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"enabled": true,
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"description": "Whiffle triangle geometry",
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"canvas_position": {
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"x": 50,
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"y": 260
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}
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},
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{
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"id": "dv_004",
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"name": "blank_backface_angle",
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"expression_name": "blank_backface_angle",
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"type": "continuous",
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"bounds": {
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"min": 4.2,
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"max": 4.5
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},
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"baseline": 4.4158,
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"units": "degrees",
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"enabled": true,
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"description": "Back face taper angle (affects mass)",
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"canvas_position": {
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"x": 50,
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"y": 340
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}
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},
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{
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"id": "dv_005",
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"name": "lateral_inner_angle",
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"expression_name": "lateral_inner_angle",
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"type": "continuous",
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"bounds": {
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"min": 25.0,
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"max": 30.0
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},
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"baseline": 29.9005,
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"units": "degrees",
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"enabled": true,
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"description": "Angle of inner lateral support constraint",
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"canvas_position": {
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"x": 50,
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"y": 420
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}
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},
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{
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"id": "dv_006",
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"name": "lateral_outer_angle",
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"expression_name": "lateral_outer_angle",
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"type": "continuous",
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"bounds": {
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"min": 11.0,
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"max": 17.0
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},
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"baseline": 11.759,
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"units": "degrees",
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"enabled": true,
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"description": "Angle of outer lateral support constraint",
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"canvas_position": {
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"x": 50,
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"y": 500
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}
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},
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{
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"id": "dv_007",
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"name": "lateral_outer_pivot",
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"expression_name": "lateral_outer_pivot",
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"type": "continuous",
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"bounds": {
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"min": 7.0,
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"max": 12.0
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},
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"baseline": 11.1336,
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"units": "degrees",
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"enabled": true,
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"description": "Pivot position for outer lateral",
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"canvas_position": {
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"x": 50,
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"y": 580
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}
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},
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{
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"id": "dv_008",
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"name": "lateral_inner_pivot",
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"expression_name": "lateral_inner_pivot",
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"type": "continuous",
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"bounds": {
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"min": 5.0,
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"max": 12.0
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},
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"baseline": 6.5186,
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"units": "degrees",
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"enabled": true,
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"description": "Pivot position for inner lateral",
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"canvas_position": {
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"x": 50,
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"y": 660
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}
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},
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{
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"id": "dv_009",
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"name": "lateral_middle_pivot",
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"expression_name": "lateral_middle_pivot",
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"type": "continuous",
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"bounds": {
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"min": 15.0,
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"max": 27.0
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},
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"baseline": 22.3907,
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"units": "degrees",
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"enabled": true,
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"description": "Pivot position for middle lateral",
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"canvas_position": {
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"x": 50,
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"y": 740
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}
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},
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{
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"id": "dv_010",
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"name": "lateral_closeness",
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"expression_name": "lateral_closeness",
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"type": "continuous",
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"bounds": {
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"min": 7.0,
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"max": 12.0
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},
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"baseline": 8.685,
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"units": "degrees",
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"enabled": true,
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"description": "Closeness factor for lateral supports",
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"canvas_position": {
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"x": 50,
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"y": 820
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}
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}
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],
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"extractors": [
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{
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"id": "ext_001",
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"name": "Zernike WFE Extractor",
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"type": "zernike_opd",
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"builtin": true,
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"config": {
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"inner_radius_mm": 0,
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"outer_radius_mm": 500.0,
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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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"reference_subcase": 2
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},
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"outputs": [
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{
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"name": "rel_filtered_rms_40_vs_20",
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"metric": "filtered_rms_nm"
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},
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{
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"name": "rel_filtered_rms_60_vs_20",
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"metric": "filtered_rms_nm"
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},
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{
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"name": "mfg_90_optician_workload",
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"metric": "filtered_rms_nm"
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},
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{
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"name": "mass_kg",
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"metric": "filtered_rms_nm"
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}
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],
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"canvas_position": {
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"x": 740,
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"y": 100
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}
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},
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{
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"id": "ext_002",
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"name": "Mass Extractor",
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"type": "mass",
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"builtin": true,
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"outputs": [
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{
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"name": "mass_kg",
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"metric": "total"
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}
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],
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"canvas_position": {
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"x": 740,
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"y": 250
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}
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}
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],
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"objectives": [
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{
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"id": "obj_001",
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"name": "Filtered RMS WFE at 40 deg relative to 20 deg reference (ZernikeOPD)",
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"direction": "minimize",
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"weight": 5.0,
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"source": {
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"extractor_id": "ext_001",
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"output_name": "rel_filtered_rms_40_vs_20"
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},
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"target": 4.0,
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"units": "nm",
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"canvas_position": {
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"x": 1020,
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"y": 100
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}
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},
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{
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"id": "obj_002",
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"name": "Filtered RMS WFE at 60 deg relative to 20 deg reference (ZernikeOPD)",
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"direction": "minimize",
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"weight": 5.0,
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"source": {
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"extractor_id": "ext_001",
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"output_name": "rel_filtered_rms_60_vs_20"
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},
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"target": 10.0,
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"units": "nm",
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"canvas_position": {
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"x": 1020,
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"y": 200
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}
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},
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{
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"id": "obj_003",
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"name": "Manufacturing deformation at 90 deg polishing (J1-J3 filtered RMS, ZernikeOPD)",
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"direction": "minimize",
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"weight": 3.0,
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"source": {
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"extractor_id": "ext_001",
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"output_name": "mfg_90_optician_workload"
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},
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"target": 20.0,
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"units": "nm",
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"canvas_position": {
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"x": 1020,
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"y": 300
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}
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},
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{
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"id": "obj_004",
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"name": "Total mass of M1_Blank part",
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"direction": "minimize",
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"weight": 1.0,
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"source": {
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"extractor_id": "ext_001",
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"output_name": "mass_kg"
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},
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"target": null,
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"units": "kg",
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"canvas_position": {
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"x": 1020,
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"y": 400
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}
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}
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],
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"constraints": [
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{
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"id": "con_001",
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"name": "Maximum blank mass constraint: must be <= 105 kg",
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"type": "hard",
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"operator": "<=",
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"threshold": 105.0,
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"source": {
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"extractor_id": "ext_002",
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"output_name": "mass_kg"
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},
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"penalty_config": {
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"method": "quadratic",
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"weight": 1000.0
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},
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"canvas_position": {
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"x": 1020,
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"y": 400
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}
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}
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],
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"optimization": {
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"algorithm": {
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"type": "TPE",
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"config": {
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"n_startup_trials": 10
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}
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},
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"budget": {
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"max_trials": 100
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},
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"canvas_position": {
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"x": 1300,
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"y": 150
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}
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},
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"canvas": {
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"edges": [
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{
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"source": "dv_001",
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"target": "model"
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},
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{
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"source": "dv_002",
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"target": "model"
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},
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{
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"source": "dv_003",
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"target": "model"
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},
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{
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"source": "dv_004",
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"target": "model"
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},
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{
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"source": "dv_005",
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"target": "model"
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},
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{
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"source": "dv_006",
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"target": "model"
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},
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{
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"source": "dv_007",
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"target": "model"
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},
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{
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"source": "dv_008",
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"target": "model"
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},
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{
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"source": "dv_009",
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"target": "model"
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},
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{
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"source": "dv_010",
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"target": "model"
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},
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{
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"source": "model",
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"target": "solver"
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},
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{
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"source": "solver",
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"target": "ext_001"
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},
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{
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"source": "solver",
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"target": "ext_002"
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},
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{
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"source": "ext_001",
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"target": "obj_001"
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},
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{
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"source": "ext_001",
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"target": "obj_002"
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},
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{
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"source": "ext_001",
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"target": "obj_003"
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},
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{
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"source": "ext_001",
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"target": "obj_004"
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},
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{
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"source": "ext_002",
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"target": "con_001"
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},
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{
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"source": "obj_001",
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"target": "optimization"
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},
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{
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"source": "obj_002",
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"target": "optimization"
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},
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{
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"source": "obj_003",
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"target": "optimization"
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},
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{
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"source": "obj_004",
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"target": "optimization"
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},
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{
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"source": "con_001",
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"target": "optimization"
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}
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],
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"layout_version": "2.0"
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}
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}
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Block a user