feat(canvas): Claude Code integration with streaming, snippets, and live preview
Backend: - Add POST /generate-extractor for AI code generation via Claude CLI - Add POST /generate-extractor/stream for SSE streaming generation - Add POST /validate-extractor with enhanced syntax checking - Add POST /check-dependencies for import analysis - Add POST /test-extractor for live OP2 file testing - Add ClaudeCodeSession service for managing CLI sessions Frontend: - Add lib/api/claude.ts with typed API functions - Enhance CodeEditorPanel with: - Streaming generation with live preview - Code snippets library (6 templates: displacement, stress, frequency, mass, energy, reaction) - Test button for live OP2 validation - Cancel button for stopping generation - Dependency warnings display - Integrate streaming and testing into NodeConfigPanelV2 Uses Claude CLI (--print mode) to leverage Pro/Max subscription without API costs.
This commit is contained in:
@@ -5,11 +5,12 @@
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* - Python syntax highlighting
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* - Auto-completion for common patterns
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* - Error display
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* - Claude AI code generation button
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* - Claude AI code generation with streaming support
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* - Preview of extracted outputs
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* - Code snippets library
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*/
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import { useState, useCallback, useRef } from 'react';
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import { useState, useCallback, useRef, useEffect } from 'react';
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import Editor, { OnMount, OnChange } from '@monaco-editor/react';
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import {
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Play,
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@@ -23,19 +24,42 @@ import {
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ChevronRight,
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FileCode,
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Sparkles,
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Square,
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BookOpen,
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FlaskConical,
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} from 'lucide-react';
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// Monaco editor types
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type Monaco = Parameters<OnMount>[1];
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type EditorInstance = Parameters<OnMount>[0];
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/** Streaming generation callbacks */
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export interface StreamingCallbacks {
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onToken: (token: string) => void;
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onComplete: (code: string, outputs: string[]) => void;
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onError: (error: string) => void;
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}
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/** Request format for streaming generation */
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export interface StreamingGenerationRequest {
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prompt: string;
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study_id?: string;
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existing_code?: string;
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output_names?: string[];
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}
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interface CodeEditorPanelProps {
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/** Initial code content */
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initialCode?: string;
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/** Callback when code changes */
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onChange?: (code: string) => void;
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/** Callback when user requests Claude generation */
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/** Callback when user requests Claude generation (non-streaming) */
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onRequestGeneration?: (prompt: string) => Promise<string>;
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/** Callback for streaming generation (preferred over onRequestGeneration) */
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onRequestStreamingGeneration?: (
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request: StreamingGenerationRequest,
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callbacks: StreamingCallbacks
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) => AbortController;
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/** Whether the panel is read-only */
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readOnly?: boolean;
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/** Extractor name for context */
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@@ -48,8 +72,12 @@ interface CodeEditorPanelProps {
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showHeader?: boolean;
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/** Callback when running code (validation) */
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onRun?: (code: string) => Promise<{ success: boolean; error?: string; outputs?: Record<string, unknown> }>;
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/** Callback for live testing against OP2 file */
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onTest?: (code: string) => Promise<{ success: boolean; error?: string; outputs?: Record<string, number>; execution_time_ms?: number }>;
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/** Close button callback */
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onClose?: () => void;
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/** Study ID for context in generation */
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studyId?: string;
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}
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// Default Python template for custom extractors
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@@ -103,30 +131,231 @@ def extract(op2_path: str, fem_path: str, params: dict, subcase_id: int = 1) ->
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}
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`;
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// Code snippets library
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interface CodeSnippet {
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id: string;
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name: string;
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category: string;
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description: string;
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code: string;
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}
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const CODE_SNIPPETS: CodeSnippet[] = [
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{
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id: 'displacement',
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name: 'Max Displacement',
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category: 'Displacement',
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description: 'Extract maximum displacement magnitude from results',
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code: `"""Extract maximum displacement magnitude"""
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from pyNastran.op2.op2 import OP2
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import numpy as np
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def extract(op2_path: str, fem_path: str, params: dict, subcase_id: int = 1) -> dict:
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op2 = OP2()
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op2.read_op2(op2_path)
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if subcase_id in op2.displacements:
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disp = op2.displacements[subcase_id]
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# Displacement data: [time, node, component] where component 1-3 are x,y,z
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magnitudes = np.sqrt(np.sum(disp.data[0, :, 1:4]**2, axis=1))
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max_disp = float(np.max(magnitudes))
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else:
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max_disp = 0.0
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return {'max_displacement': max_disp}
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`,
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},
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{
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id: 'stress_vonmises',
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name: 'Von Mises Stress',
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category: 'Stress',
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description: 'Extract maximum von Mises stress from shell elements',
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code: `"""Extract maximum von Mises stress from shell elements"""
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from pyNastran.op2.op2 import OP2
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import numpy as np
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def extract(op2_path: str, fem_path: str, params: dict, subcase_id: int = 1) -> dict:
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op2 = OP2()
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op2.read_op2(op2_path)
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max_stress = 0.0
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# Check CQUAD4 elements
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if subcase_id in op2.cquad4_stress:
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stress = op2.cquad4_stress[subcase_id]
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# Von Mises is typically in the last column
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vm_stress = stress.data[0, :, -1] # [time, element, component]
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max_stress = max(max_stress, float(np.max(np.abs(vm_stress))))
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# Check CTRIA3 elements
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if subcase_id in op2.ctria3_stress:
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stress = op2.ctria3_stress[subcase_id]
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vm_stress = stress.data[0, :, -1]
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max_stress = max(max_stress, float(np.max(np.abs(vm_stress))))
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return {'max_vonmises': max_stress}
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`,
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},
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{
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id: 'frequency',
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name: 'Natural Frequency',
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category: 'Modal',
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description: 'Extract first natural frequency from modal analysis',
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code: `"""Extract natural frequencies from modal analysis"""
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from pyNastran.op2.op2 import OP2
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def extract(op2_path: str, fem_path: str, params: dict, subcase_id: int = 1) -> dict:
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op2 = OP2()
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op2.read_op2(op2_path)
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freq_1 = 0.0
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freq_2 = 0.0
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freq_3 = 0.0
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if subcase_id in op2.eigenvalues:
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eig = op2.eigenvalues[subcase_id]
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freqs = eig.radians / (2 * 3.14159) # Convert to Hz
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if len(freqs) >= 1:
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freq_1 = float(freqs[0])
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if len(freqs) >= 2:
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freq_2 = float(freqs[1])
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if len(freqs) >= 3:
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freq_3 = float(freqs[2])
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return {
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'freq_1': freq_1,
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'freq_2': freq_2,
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'freq_3': freq_3,
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}
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`,
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},
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{
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id: 'mass_grid',
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name: 'Grid Point Mass',
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category: 'Mass',
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description: 'Extract total mass from grid point weight generator',
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code: `"""Extract mass from grid point weight generator"""
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from pyNastran.op2.op2 import OP2
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def extract(op2_path: str, fem_path: str, params: dict, subcase_id: int = 1) -> dict:
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op2 = OP2()
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op2.read_op2(op2_path)
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total_mass = 0.0
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if hasattr(op2, 'grid_point_weight') and op2.grid_point_weight:
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gpw = op2.grid_point_weight
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# Mass is typically M[0,0] in the mass matrix
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if hasattr(gpw, 'mass') and len(gpw.mass) > 0:
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total_mass = float(gpw.mass[0])
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return {'total_mass': total_mass}
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`,
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},
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{
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id: 'strain_energy',
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name: 'Strain Energy',
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category: 'Energy',
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description: 'Extract total strain energy from elements',
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code: `"""Extract strain energy from elements"""
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from pyNastran.op2.op2 import OP2
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import numpy as np
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def extract(op2_path: str, fem_path: str, params: dict, subcase_id: int = 1) -> dict:
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op2 = OP2()
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op2.read_op2(op2_path)
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total_energy = 0.0
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# Sum strain energy from all element types
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for key in dir(op2):
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if 'strain_energy' in key.lower():
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result = getattr(op2, key)
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if isinstance(result, dict) and subcase_id in result:
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se = result[subcase_id]
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if hasattr(se, 'data'):
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total_energy += float(np.sum(se.data))
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return {'strain_energy': total_energy}
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`,
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},
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{
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id: 'reaction_force',
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name: 'Reaction Forces',
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category: 'Force',
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description: 'Extract reaction forces at constrained nodes',
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code: `"""Extract reaction forces at single point constraints"""
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from pyNastran.op2.op2 import OP2
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import numpy as np
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def extract(op2_path: str, fem_path: str, params: dict, subcase_id: int = 1) -> dict:
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op2 = OP2()
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op2.read_op2(op2_path)
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max_reaction = 0.0
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total_reaction_z = 0.0
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if subcase_id in op2.spc_forces:
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spc = op2.spc_forces[subcase_id]
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# SPC forces: [time, node, component] where 1-3 are Fx,Fy,Fz
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forces = spc.data[0, :, 1:4] # Get Fx, Fy, Fz
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magnitudes = np.sqrt(np.sum(forces**2, axis=1))
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max_reaction = float(np.max(magnitudes))
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total_reaction_z = float(np.sum(forces[:, 2])) # Sum of Fz
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return {
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'max_reaction': max_reaction,
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'total_reaction_z': total_reaction_z,
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}
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`,
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},
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];
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export function CodeEditorPanel({
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initialCode = DEFAULT_EXTRACTOR_TEMPLATE,
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onChange,
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onRequestGeneration,
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onRequestStreamingGeneration,
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readOnly = false,
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extractorName = 'custom_extractor',
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outputs = [],
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height = 400,
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showHeader = true,
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onRun,
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onTest,
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onClose,
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studyId,
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}: CodeEditorPanelProps) {
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const [code, setCode] = useState(initialCode);
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const [streamingCode, setStreamingCode] = useState(''); // Partial code during streaming
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const [isGenerating, setIsGenerating] = useState(false);
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const [isRunning, setIsRunning] = useState(false);
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const [isTesting, setIsTesting] = useState(false);
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const [error, setError] = useState<string | null>(null);
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const [runResult, setRunResult] = useState<{ success: boolean; outputs?: Record<string, unknown> } | null>(null);
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const [testResult, setTestResult] = useState<{ success: boolean; outputs?: Record<string, number>; execution_time_ms?: number } | null>(null);
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const [copied, setCopied] = useState(false);
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const [showPromptInput, setShowPromptInput] = useState(false);
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const [generationPrompt, setGenerationPrompt] = useState('');
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const [showOutputs, setShowOutputs] = useState(true);
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const [showSnippets, setShowSnippets] = useState(false);
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const editorRef = useRef<EditorInstance | null>(null);
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const monacoRef = useRef<Monaco | null>(null);
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const abortControllerRef = useRef<AbortController | null>(null);
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// Cleanup abort controller on unmount
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useEffect(() => {
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return () => {
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abortControllerRef.current?.abort();
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};
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}, []);
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// Handle editor mount
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const handleEditorMount: OnMount = (editor, monaco) => {
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@@ -222,25 +451,65 @@ export function CodeEditorPanel({
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setTimeout(() => setCopied(false), 2000);
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}, [code]);
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// Request Claude generation
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// Request Claude generation (with streaming support)
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const handleGenerate = useCallback(async () => {
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if (!onRequestGeneration || !generationPrompt.trim()) return;
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if ((!onRequestGeneration && !onRequestStreamingGeneration) || !generationPrompt.trim()) return;
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setIsGenerating(true);
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setError(null);
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setStreamingCode('');
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try {
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const generatedCode = await onRequestGeneration(generationPrompt);
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setCode(generatedCode);
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onChange?.(generatedCode);
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setShowPromptInput(false);
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setGenerationPrompt('');
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} catch (err) {
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setError(err instanceof Error ? err.message : 'Generation failed');
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} finally {
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setIsGenerating(false);
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// Prefer streaming if available
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if (onRequestStreamingGeneration) {
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abortControllerRef.current = onRequestStreamingGeneration(
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{
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prompt: generationPrompt,
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study_id: studyId,
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existing_code: code !== DEFAULT_EXTRACTOR_TEMPLATE ? code : undefined,
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output_names: outputs,
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},
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{
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onToken: (token) => {
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setStreamingCode(prev => prev + token);
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},
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onComplete: (generatedCode, _outputs) => {
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setCode(generatedCode);
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setStreamingCode('');
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onChange?.(generatedCode);
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setShowPromptInput(false);
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setGenerationPrompt('');
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setIsGenerating(false);
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},
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onError: (errorMsg) => {
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setError(errorMsg);
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setStreamingCode('');
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setIsGenerating(false);
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},
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}
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);
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} else if (onRequestGeneration) {
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// Fallback to non-streaming
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try {
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const generatedCode = await onRequestGeneration(generationPrompt);
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setCode(generatedCode);
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onChange?.(generatedCode);
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setShowPromptInput(false);
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setGenerationPrompt('');
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} catch (err) {
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setError(err instanceof Error ? err.message : 'Generation failed');
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} finally {
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setIsGenerating(false);
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}
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}
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}, [onRequestGeneration, generationPrompt, onChange]);
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}, [onRequestGeneration, onRequestStreamingGeneration, generationPrompt, onChange, code, outputs, studyId]);
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// Cancel ongoing generation
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const handleCancelGeneration = useCallback(() => {
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abortControllerRef.current?.abort();
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abortControllerRef.current = null;
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setIsGenerating(false);
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setStreamingCode('');
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}, []);
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// Run/validate code
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const handleRun = useCallback(async () => {
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@@ -262,6 +531,27 @@ export function CodeEditorPanel({
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setIsRunning(false);
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}
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}, [code, onRun]);
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// Test code against real OP2 file
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const handleTest = useCallback(async () => {
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if (!onTest) return;
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setIsTesting(true);
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setError(null);
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setTestResult(null);
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try {
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const result = await onTest(code);
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setTestResult(result);
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if (!result.success && result.error) {
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setError(result.error);
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}
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} catch (err) {
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setError(err instanceof Error ? err.message : 'Test failed');
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} finally {
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setIsTesting(false);
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}
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}, [code, onTest]);
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return (
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<div className="flex flex-col h-full bg-dark-850 border-l border-dark-700">
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||||
@@ -274,11 +564,20 @@ export function CodeEditorPanel({
|
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<span className="text-xs text-dark-500">.py</span>
|
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</div>
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<div className="flex items-center gap-2">
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{/* Snippets Button */}
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<button
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onClick={() => setShowSnippets(!showSnippets)}
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className={`p-1.5 rounded transition-colors ${showSnippets ? 'text-amber-400 bg-amber-500/20' : 'text-dark-400 hover:text-amber-400 hover:bg-amber-500/10'}`}
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title="Code Snippets"
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>
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<BookOpen size={16} />
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</button>
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|
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{/* Claude Generate Button */}
|
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{onRequestGeneration && (
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{(onRequestGeneration || onRequestStreamingGeneration) && (
|
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<button
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onClick={() => setShowPromptInput(!showPromptInput)}
|
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className="p-1.5 rounded text-violet-400 hover:bg-violet-500/20 transition-colors"
|
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className={`p-1.5 rounded transition-colors ${showPromptInput ? 'text-violet-400 bg-violet-500/20' : 'text-violet-400 hover:bg-violet-500/20'}`}
|
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title="Generate with Claude"
|
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>
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<Sparkles size={16} />
|
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@@ -298,9 +597,9 @@ export function CodeEditorPanel({
|
||||
{onRun && (
|
||||
<button
|
||||
onClick={handleRun}
|
||||
disabled={isRunning}
|
||||
disabled={isRunning || isTesting}
|
||||
className="p-1.5 rounded text-emerald-400 hover:bg-emerald-500/20 transition-colors disabled:opacity-50"
|
||||
title="Validate code"
|
||||
title="Validate code syntax"
|
||||
>
|
||||
{isRunning ? (
|
||||
<RefreshCw size={16} className="animate-spin" />
|
||||
@@ -309,6 +608,22 @@ export function CodeEditorPanel({
|
||||
)}
|
||||
</button>
|
||||
)}
|
||||
|
||||
{/* Test Button - Live Preview */}
|
||||
{onTest && (
|
||||
<button
|
||||
onClick={handleTest}
|
||||
disabled={isRunning || isTesting}
|
||||
className="p-1.5 rounded text-cyan-400 hover:bg-cyan-500/20 transition-colors disabled:opacity-50"
|
||||
title="Test against real OP2 file"
|
||||
>
|
||||
{isTesting ? (
|
||||
<RefreshCw size={16} className="animate-spin" />
|
||||
) : (
|
||||
<FlaskConical size={16} />
|
||||
)}
|
||||
</button>
|
||||
)}
|
||||
|
||||
{/* Close Button */}
|
||||
{onClose && (
|
||||
@@ -340,28 +655,82 @@ export function CodeEditorPanel({
|
||||
<div className="flex justify-end gap-2 mt-2">
|
||||
<button
|
||||
onClick={() => setShowPromptInput(false)}
|
||||
className="px-3 py-1.5 text-xs text-dark-400 hover:text-white transition-colors"
|
||||
disabled={isGenerating}
|
||||
className="px-3 py-1.5 text-xs text-dark-400 hover:text-white transition-colors disabled:opacity-50"
|
||||
>
|
||||
Cancel
|
||||
</button>
|
||||
{isGenerating ? (
|
||||
<button
|
||||
onClick={handleCancelGeneration}
|
||||
className="px-3 py-1.5 text-xs bg-red-600 text-white rounded hover:bg-red-500 transition-colors flex items-center gap-1.5"
|
||||
>
|
||||
<Square size={12} />
|
||||
Stop
|
||||
</button>
|
||||
) : (
|
||||
<button
|
||||
onClick={handleGenerate}
|
||||
disabled={!generationPrompt.trim()}
|
||||
className="px-3 py-1.5 text-xs bg-violet-600 text-white rounded hover:bg-violet-500 disabled:opacity-50 disabled:cursor-not-allowed transition-colors flex items-center gap-1.5"
|
||||
>
|
||||
<Sparkles size={12} />
|
||||
Generate
|
||||
</button>
|
||||
)}
|
||||
</div>
|
||||
|
||||
{/* Streaming Preview */}
|
||||
{isGenerating && streamingCode && (
|
||||
<div className="mt-3 p-3 bg-dark-900 rounded-lg border border-dark-600 max-h-48 overflow-auto">
|
||||
<div className="flex items-center gap-2 mb-2">
|
||||
<RefreshCw size={12} className="text-violet-400 animate-spin" />
|
||||
<span className="text-xs text-violet-400">Generating code...</span>
|
||||
</div>
|
||||
<pre className="text-xs text-dark-300 font-mono whitespace-pre-wrap">{streamingCode}</pre>
|
||||
</div>
|
||||
)}
|
||||
</div>
|
||||
)}
|
||||
|
||||
{/* Code Snippets Panel */}
|
||||
{showSnippets && (
|
||||
<div className="px-4 py-3 border-b border-dark-700 bg-amber-500/5 max-h-64 overflow-y-auto">
|
||||
<div className="flex items-center justify-between mb-3">
|
||||
<div className="flex items-center gap-2">
|
||||
<BookOpen size={14} className="text-amber-400" />
|
||||
<span className="text-xs text-amber-400 font-medium">Code Snippets</span>
|
||||
</div>
|
||||
<button
|
||||
onClick={handleGenerate}
|
||||
disabled={isGenerating || !generationPrompt.trim()}
|
||||
className="px-3 py-1.5 text-xs bg-violet-600 text-white rounded hover:bg-violet-500 disabled:opacity-50 disabled:cursor-not-allowed transition-colors flex items-center gap-1.5"
|
||||
onClick={() => setShowSnippets(false)}
|
||||
className="p-1 rounded hover:bg-dark-700 text-dark-400 hover:text-white"
|
||||
>
|
||||
{isGenerating ? (
|
||||
<>
|
||||
<RefreshCw size={12} className="animate-spin" />
|
||||
Generating...
|
||||
</>
|
||||
) : (
|
||||
<>
|
||||
<Sparkles size={12} />
|
||||
Generate
|
||||
</>
|
||||
)}
|
||||
<X size={14} />
|
||||
</button>
|
||||
</div>
|
||||
<div className="space-y-2">
|
||||
{CODE_SNIPPETS.map((snippet) => (
|
||||
<button
|
||||
key={snippet.id}
|
||||
onClick={() => {
|
||||
setCode(snippet.code);
|
||||
onChange?.(snippet.code);
|
||||
setShowSnippets(false);
|
||||
}}
|
||||
className="w-full text-left p-2 rounded-lg bg-dark-800 hover:bg-dark-700 border border-dark-600 hover:border-amber-500/30 transition-colors group"
|
||||
>
|
||||
<div className="flex items-center gap-2 mb-1">
|
||||
<span className="text-sm font-medium text-white group-hover:text-amber-400 transition-colors">
|
||||
{snippet.name}
|
||||
</span>
|
||||
<span className="text-xs text-dark-500 bg-dark-700 px-1.5 py-0.5 rounded">
|
||||
{snippet.category}
|
||||
</span>
|
||||
</div>
|
||||
<p className="text-xs text-dark-400">{snippet.description}</p>
|
||||
</button>
|
||||
))}
|
||||
</div>
|
||||
</div>
|
||||
)}
|
||||
|
||||
@@ -401,6 +770,32 @@ export function CodeEditorPanel({
|
||||
/>
|
||||
</div>
|
||||
|
||||
{/* Test Results Preview */}
|
||||
{testResult && testResult.success && testResult.outputs && (
|
||||
<div className="border-t border-dark-700 bg-cyan-500/5">
|
||||
<div className="px-4 py-2 flex items-center gap-2 text-xs">
|
||||
<FlaskConical size={12} className="text-cyan-400" />
|
||||
<span className="text-cyan-400 font-medium">Live Test Results</span>
|
||||
{testResult.execution_time_ms && (
|
||||
<span className="ml-auto text-dark-500">
|
||||
{testResult.execution_time_ms.toFixed(0)}ms
|
||||
</span>
|
||||
)}
|
||||
</div>
|
||||
<div className="px-4 pb-3 space-y-1">
|
||||
{Object.entries(testResult.outputs).map(([key, value]) => (
|
||||
<div
|
||||
key={key}
|
||||
className="flex items-center justify-between px-2 py-1 bg-dark-800 rounded text-xs"
|
||||
>
|
||||
<span className="text-cyan-400 font-mono">{key}</span>
|
||||
<span className="text-white font-medium">{typeof value === 'number' ? value.toFixed(6) : String(value)}</span>
|
||||
</div>
|
||||
))}
|
||||
</div>
|
||||
</div>
|
||||
)}
|
||||
|
||||
{/* Outputs Preview */}
|
||||
{(outputs.length > 0 || runResult?.outputs) && (
|
||||
<div className="border-t border-dark-700">
|
||||
@@ -409,7 +804,7 @@ export function CodeEditorPanel({
|
||||
className="w-full px-4 py-2 flex items-center gap-2 text-xs text-dark-400 hover:text-white hover:bg-dark-800/50 transition-colors"
|
||||
>
|
||||
{showOutputs ? <ChevronDown size={12} /> : <ChevronRight size={12} />}
|
||||
<span>Outputs</span>
|
||||
<span>Expected Outputs</span>
|
||||
<span className="ml-auto text-dark-500">
|
||||
{runResult?.outputs
|
||||
? Object.keys(runResult.outputs).length
|
||||
|
||||
Reference in New Issue
Block a user