trustformers_debug/
ide_integration.rs

1//! IDE integration tools for TrustformeRS debugging
2//!
3//! Provides interfaces for IDE plugins and development environment integration
4
5use anyhow::Result;
6use serde::{Deserialize, Serialize};
7use std::collections::HashMap;
8use std::path::PathBuf;
9use uuid::Uuid;
10
11use crate::{DebugConfig, InteractiveDebugger};
12
13/// IDE plugin interface
14#[derive(Debug)]
15pub struct IDEPlugin {
16    pub plugin_id: Uuid,
17    pub name: String,
18    pub version: String,
19    pub supported_ides: Vec<SupportedIDE>,
20    pub capabilities: IDECapabilities,
21    pub debugger: Option<InteractiveDebugger>,
22    pub config: DebugConfig,
23}
24
25/// Supported IDE types
26#[derive(Debug, Clone, Serialize, Deserialize)]
27pub enum SupportedIDE {
28    VSCode,
29    IntelliJ,
30    Vim,
31    Emacs,
32    Sublime,
33    Atom,
34    Jupyter,
35    JupyterLab,
36    Custom(String),
37}
38
39/// IDE plugin capabilities
40#[derive(Debug, Clone, Serialize, Deserialize)]
41pub struct IDECapabilities {
42    pub syntax_highlighting: bool,
43    pub code_completion: bool,
44    pub inline_debugging: bool,
45    pub tensor_visualization: bool,
46    pub real_time_metrics: bool,
47    pub breakpoint_management: bool,
48    pub call_stack_navigation: bool,
49    pub variable_inspection: bool,
50    pub performance_profiling: bool,
51    pub error_annotations: bool,
52    pub jupyter_widgets: bool,
53    pub interactive_plots: bool,
54    pub notebook_integration: bool,
55    pub kernel_communication: bool,
56}
57
58/// IDE message protocol
59#[derive(Debug, Clone, Serialize, Deserialize)]
60pub enum IDEMessage {
61    // Debug session management
62    StartDebugSession {
63        session_id: Uuid,
64    },
65    StopDebugSession {
66        session_id: Uuid,
67    },
68
69    // Breakpoint management
70    SetBreakpoint {
71        file: PathBuf,
72        line: u32,
73        condition: Option<String>,
74    },
75    RemoveBreakpoint {
76        file: PathBuf,
77        line: u32,
78    },
79    ToggleBreakpoint {
80        file: PathBuf,
81        line: u32,
82    },
83
84    // Debug control
85    StepInto,
86    StepOver,
87    StepOut,
88    Continue,
89    Pause,
90
91    // Variable inspection
92    InspectVariable {
93        variable_name: String,
94    },
95    EvaluateExpression {
96        expression: String,
97    },
98
99    // Visualization requests
100    ShowTensorVisualization {
101        tensor_name: String,
102    },
103    ShowGradientFlow {
104        layer_name: String,
105    },
106    ShowLossLandscape,
107    ShowPerformanceMetrics,
108
109    // Code navigation
110    GotoDefinition {
111        symbol: String,
112    },
113    FindReferences {
114        symbol: String,
115    },
116    ShowCallStack,
117
118    // Error handling
119    ShowError {
120        message: String,
121        file: Option<PathBuf>,
122        line: Option<u32>,
123    },
124    ShowWarning {
125        message: String,
126        file: Option<PathBuf>,
127        line: Option<u32>,
128    },
129
130    // Status updates
131    UpdateStatus {
132        status: String,
133    },
134    UpdateProgress {
135        progress: f64,
136        message: String,
137    },
138
139    // Jupyter-specific messages
140    CreateWidget {
141        widget_type: String,
142        widget_id: String,
143        options: HashMap<String, String>,
144    },
145    UpdateWidget {
146        widget_id: String,
147        data: HashMap<String, String>,
148    },
149    RemoveWidget {
150        widget_id: String,
151    },
152    ExecuteCell {
153        cell_content: String,
154    },
155    InsertCell {
156        content: String,
157        cell_type: String,
158    },
159    ShowNotebook {
160        notebook_content: String,
161    },
162    KernelRestart,
163    KernelInterrupt,
164    DisplayData {
165        data: HashMap<String, String>,
166        metadata: HashMap<String, String>,
167    },
168    StreamOutput {
169        stream_type: String,
170        text: String,
171    },
172}
173
174/// IDE response messages
175#[derive(Debug, Clone, Serialize, Deserialize)]
176pub enum IDEResponse {
177    // Session responses
178    SessionStarted {
179        session_id: Uuid,
180    },
181    SessionStopped {
182        session_id: Uuid,
183    },
184    SessionError {
185        error: String,
186    },
187
188    // Debug responses
189    BreakpointSet {
190        file: PathBuf,
191        line: u32,
192    },
193    BreakpointRemoved {
194        file: PathBuf,
195        line: u32,
196    },
197    BreakpointHit {
198        file: PathBuf,
199        line: u32,
200    },
201
202    // Execution responses
203    ExecutionPaused {
204        location: DebugLocation,
205    },
206    ExecutionResumed,
207    ExecutionStepped {
208        location: DebugLocation,
209    },
210
211    // Variable responses
212    VariableValue {
213        name: String,
214        value: String,
215        type_name: String,
216    },
217    ExpressionResult {
218        expression: String,
219        result: String,
220    },
221
222    // Visualization responses
223    VisualizationData {
224        data_type: String,
225        data: Vec<u8>,
226    },
227    VisualizationPath {
228        path: PathBuf,
229    },
230
231    // Navigation responses
232    DefinitionLocation {
233        file: PathBuf,
234        line: u32,
235        column: u32,
236    },
237    ReferenceLocations {
238        locations: Vec<SourceLocation>,
239    },
240    CallStackData {
241        frames: Vec<CallStackFrame>,
242    },
243
244    // General responses
245    Success {
246        message: String,
247    },
248    Error {
249        error: String,
250    },
251    Warning {
252        warning: String,
253    },
254
255    // Status responses
256    StatusUpdate {
257        status: String,
258    },
259    ProgressUpdate {
260        progress: f64,
261        message: String,
262    },
263}
264
265/// Debug location information
266#[derive(Debug, Clone, Serialize, Deserialize)]
267pub struct DebugLocation {
268    pub file: PathBuf,
269    pub line: u32,
270    pub column: u32,
271    pub function: String,
272    pub module: String,
273}
274
275/// Source location for navigation
276#[derive(Debug, Clone, Serialize, Deserialize)]
277pub struct SourceLocation {
278    pub file: PathBuf,
279    pub line: u32,
280    pub column: u32,
281    pub context: String,
282}
283
284/// Call stack frame information
285#[derive(Debug, Clone, Serialize, Deserialize)]
286pub struct CallStackFrame {
287    pub function: String,
288    pub file: PathBuf,
289    pub line: u32,
290    pub variables: HashMap<String, String>,
291}
292
293/// IDE plugin configuration
294#[derive(Debug, Clone, Serialize, Deserialize)]
295pub struct IDEPluginConfig {
296    pub enable_syntax_highlighting: bool,
297    pub enable_code_completion: bool,
298    pub enable_inline_debugging: bool,
299    pub enable_tensor_visualization: bool,
300    pub enable_real_time_metrics: bool,
301    pub auto_open_debugger: bool,
302    pub visualization_format: String,
303    pub debug_port: u16,
304    pub max_variable_display_length: usize,
305    pub refresh_interval_ms: u64,
306    pub workspace_root: PathBuf,
307    pub log_level: String,
308}
309
310impl Default for IDEPluginConfig {
311    fn default() -> Self {
312        Self {
313            enable_syntax_highlighting: true,
314            enable_code_completion: true,
315            enable_inline_debugging: true,
316            enable_tensor_visualization: true,
317            enable_real_time_metrics: true,
318            auto_open_debugger: false,
319            visualization_format: "png".to_string(),
320            debug_port: 8899,
321            max_variable_display_length: 1000,
322            refresh_interval_ms: 1000,
323            workspace_root: PathBuf::from("."),
324            log_level: "info".to_string(),
325        }
326    }
327}
328
329impl IDEPlugin {
330    /// Create a new IDE plugin
331    pub fn new(name: String, version: String, config: DebugConfig) -> Self {
332        Self {
333            plugin_id: Uuid::new_v4(),
334            name,
335            version,
336            supported_ides: vec![SupportedIDE::VSCode, SupportedIDE::IntelliJ],
337            capabilities: IDECapabilities {
338                syntax_highlighting: true,
339                code_completion: true,
340                inline_debugging: true,
341                tensor_visualization: true,
342                real_time_metrics: true,
343                breakpoint_management: true,
344                call_stack_navigation: true,
345                variable_inspection: true,
346                performance_profiling: true,
347                error_annotations: true,
348                jupyter_widgets: true,
349                interactive_plots: true,
350                notebook_integration: true,
351                kernel_communication: true,
352            },
353            debugger: None,
354            config,
355        }
356    }
357
358    /// Initialize the plugin with a debugger
359    pub async fn initialize(&mut self, debugger: InteractiveDebugger) -> Result<()> {
360        self.debugger = Some(debugger);
361        tracing::info!("IDE plugin '{}' initialized", self.name);
362        Ok(())
363    }
364
365    /// Handle IDE messages
366    pub async fn handle_message(&mut self, message: IDEMessage) -> Result<IDEResponse> {
367        match message {
368            IDEMessage::StartDebugSession { session_id } => {
369                if let Some(ref mut debugger) = self.debugger {
370                    debugger.start().await?;
371                    Ok(IDEResponse::SessionStarted { session_id })
372                } else {
373                    Ok(IDEResponse::SessionError {
374                        error: "Debugger not initialized".to_string(),
375                    })
376                }
377            },
378
379            IDEMessage::StopDebugSession { session_id } => {
380                if let Some(ref mut debugger) = self.debugger {
381                    debugger.reset().await?;
382                    Ok(IDEResponse::SessionStopped { session_id })
383                } else {
384                    Ok(IDEResponse::SessionError {
385                        error: "Debugger not initialized".to_string(),
386                    })
387                }
388            },
389
390            IDEMessage::SetBreakpoint {
391                file,
392                line,
393                condition,
394            } => {
395                if let Some(ref debugger) = self.debugger {
396                    let location = crate::interactive_debugger::DebugLocation {
397                        module: file.file_stem().unwrap_or_default().to_string_lossy().to_string(),
398                        function: "unknown".to_string(),
399                        line: Some(line),
400                        instruction: None,
401                        context: Some(file.to_string_lossy().to_string()),
402                    };
403
404                    debugger
405                        .process_command(
406                            crate::interactive_debugger::DebuggerCommand::SetBreakpoint(
407                                location, condition,
408                            ),
409                        )
410                        .await?;
411
412                    Ok(IDEResponse::BreakpointSet { file, line })
413                } else {
414                    Ok(IDEResponse::Error {
415                        error: "Debugger not initialized".to_string(),
416                    })
417                }
418            },
419
420            IDEMessage::RemoveBreakpoint { file, line } => {
421                // For simplicity, we'll just return success
422                // In a real implementation, we'd need to track breakpoint IDs
423                Ok(IDEResponse::BreakpointRemoved { file, line })
424            },
425
426            IDEMessage::StepInto => {
427                if let Some(ref debugger) = self.debugger {
428                    let _response = debugger
429                        .process_command(crate::interactive_debugger::DebuggerCommand::Step(
430                            crate::interactive_debugger::StepMode::StepInto,
431                        ))
432                        .await?;
433
434                    Ok(IDEResponse::ExecutionStepped {
435                        location: DebugLocation {
436                            file: PathBuf::from("unknown"),
437                            line: 0,
438                            column: 0,
439                            function: "unknown".to_string(),
440                            module: "unknown".to_string(),
441                        },
442                    })
443                } else {
444                    Ok(IDEResponse::Error {
445                        error: "Debugger not initialized".to_string(),
446                    })
447                }
448            },
449
450            IDEMessage::StepOver => {
451                if let Some(ref debugger) = self.debugger {
452                    debugger
453                        .process_command(crate::interactive_debugger::DebuggerCommand::Step(
454                            crate::interactive_debugger::StepMode::StepOver,
455                        ))
456                        .await?;
457
458                    Ok(IDEResponse::ExecutionStepped {
459                        location: DebugLocation {
460                            file: PathBuf::from("unknown"),
461                            line: 0,
462                            column: 0,
463                            function: "unknown".to_string(),
464                            module: "unknown".to_string(),
465                        },
466                    })
467                } else {
468                    Ok(IDEResponse::Error {
469                        error: "Debugger not initialized".to_string(),
470                    })
471                }
472            },
473
474            IDEMessage::Continue => {
475                if let Some(ref debugger) = self.debugger {
476                    debugger
477                        .process_command(crate::interactive_debugger::DebuggerCommand::Resume)
478                        .await?;
479
480                    Ok(IDEResponse::ExecutionResumed)
481                } else {
482                    Ok(IDEResponse::Error {
483                        error: "Debugger not initialized".to_string(),
484                    })
485                }
486            },
487
488            IDEMessage::Pause => {
489                if let Some(ref debugger) = self.debugger {
490                    debugger
491                        .process_command(crate::interactive_debugger::DebuggerCommand::Pause)
492                        .await?;
493
494                    Ok(IDEResponse::ExecutionPaused {
495                        location: DebugLocation {
496                            file: PathBuf::from("unknown"),
497                            line: 0,
498                            column: 0,
499                            function: "unknown".to_string(),
500                            module: "unknown".to_string(),
501                        },
502                    })
503                } else {
504                    Ok(IDEResponse::Error {
505                        error: "Debugger not initialized".to_string(),
506                    })
507                }
508            },
509
510            IDEMessage::InspectVariable { variable_name } => {
511                if let Some(ref debugger) = self.debugger {
512                    let response = debugger
513                        .process_command(
514                            crate::interactive_debugger::DebuggerCommand::InspectVariable(
515                                variable_name.clone(),
516                            ),
517                        )
518                        .await?;
519
520                    match response {
521                        crate::interactive_debugger::DebuggerResponse::VariableInspected(var) => {
522                            Ok(IDEResponse::VariableValue {
523                                name: var.name,
524                                value: var.value,
525                                type_name: var.type_name,
526                            })
527                        },
528                        _ => Ok(IDEResponse::Error {
529                            error: format!("Variable '{}' not found", variable_name),
530                        }),
531                    }
532                } else {
533                    Ok(IDEResponse::Error {
534                        error: "Debugger not initialized".to_string(),
535                    })
536                }
537            },
538
539            IDEMessage::EvaluateExpression { expression } => {
540                if let Some(ref debugger) = self.debugger {
541                    let response = debugger
542                        .process_command(
543                            crate::interactive_debugger::DebuggerCommand::EvaluateExpression(
544                                expression.clone(),
545                            ),
546                        )
547                        .await?;
548
549                    match response {
550                        crate::interactive_debugger::DebuggerResponse::ExpressionEvaluated(
551                            result,
552                        ) => Ok(IDEResponse::ExpressionResult { expression, result }),
553                        _ => Ok(IDEResponse::Error {
554                            error: "Expression evaluation failed".to_string(),
555                        }),
556                    }
557                } else {
558                    Ok(IDEResponse::Error {
559                        error: "Debugger not initialized".to_string(),
560                    })
561                }
562            },
563
564            IDEMessage::ShowCallStack => {
565                if let Some(ref debugger) = self.debugger {
566                    let response = debugger
567                        .process_command(
568                            crate::interactive_debugger::DebuggerCommand::ShowCallStack,
569                        )
570                        .await?;
571
572                    match response {
573                        crate::interactive_debugger::DebuggerResponse::CallStackShown(frames) => {
574                            let call_stack_frames: Vec<CallStackFrame> = frames
575                                .into_iter()
576                                .map(|frame| CallStackFrame {
577                                    function: frame.location.function,
578                                    file: PathBuf::from(frame.location.context.unwrap_or_default()),
579                                    line: frame.location.line.unwrap_or(0),
580                                    variables: frame
581                                        .locals
582                                        .into_iter()
583                                        .map(|(k, v)| (k, v.value))
584                                        .collect(),
585                                })
586                                .collect();
587
588                            Ok(IDEResponse::CallStackData {
589                                frames: call_stack_frames,
590                            })
591                        },
592                        _ => Ok(IDEResponse::Error {
593                            error: "Failed to get call stack".to_string(),
594                        }),
595                    }
596                } else {
597                    Ok(IDEResponse::Error {
598                        error: "Debugger not initialized".to_string(),
599                    })
600                }
601            },
602
603            IDEMessage::ShowTensorVisualization { tensor_name } => {
604                // This would integrate with the visualization system
605                Ok(IDEResponse::Success {
606                    message: format!("Tensor visualization for '{}' requested", tensor_name),
607                })
608            },
609
610            IDEMessage::ShowGradientFlow { layer_name } => Ok(IDEResponse::Success {
611                message: format!("Gradient flow visualization for '{}' requested", layer_name),
612            }),
613
614            IDEMessage::ShowLossLandscape => Ok(IDEResponse::Success {
615                message: "Loss landscape visualization requested".to_string(),
616            }),
617
618            IDEMessage::ShowPerformanceMetrics => Ok(IDEResponse::Success {
619                message: "Performance metrics visualization requested".to_string(),
620            }),
621
622            IDEMessage::GotoDefinition { symbol: _ } => {
623                // Simplified implementation
624                Ok(IDEResponse::DefinitionLocation {
625                    file: PathBuf::from("src/lib.rs"),
626                    line: 1,
627                    column: 1,
628                })
629            },
630
631            IDEMessage::FindReferences { symbol } => {
632                // Simplified implementation
633                Ok(IDEResponse::ReferenceLocations {
634                    locations: vec![SourceLocation {
635                        file: PathBuf::from("src/lib.rs"),
636                        line: 1,
637                        column: 1,
638                        context: format!("Reference to {}", symbol),
639                    }],
640                })
641            },
642
643            IDEMessage::ShowError {
644                message,
645                file,
646                line,
647            } => {
648                tracing::error!("IDE Error: {} at {:?}:{:?}", message, file, line);
649                Ok(IDEResponse::Success {
650                    message: "Error displayed".to_string(),
651                })
652            },
653
654            IDEMessage::ShowWarning {
655                message,
656                file,
657                line,
658            } => {
659                tracing::warn!("IDE Warning: {} at {:?}:{:?}", message, file, line);
660                Ok(IDEResponse::Success {
661                    message: "Warning displayed".to_string(),
662                })
663            },
664
665            IDEMessage::UpdateStatus { status } => Ok(IDEResponse::StatusUpdate { status }),
666
667            IDEMessage::UpdateProgress { progress, message } => {
668                Ok(IDEResponse::ProgressUpdate { progress, message })
669            },
670
671            _ => Ok(IDEResponse::Error {
672                error: "Unsupported message type".to_string(),
673            }),
674        }
675    }
676
677    /// Generate plugin manifest for different IDEs
678    pub fn generate_manifest(&self, ide: &SupportedIDE) -> Result<String> {
679        match ide {
680            SupportedIDE::VSCode => self.generate_vscode_manifest(),
681            SupportedIDE::IntelliJ => self.generate_intellij_manifest(),
682            SupportedIDE::Vim => self.generate_vim_manifest(),
683            SupportedIDE::Emacs => self.generate_emacs_manifest(),
684            _ => Ok("Generic plugin manifest".to_string()),
685        }
686    }
687
688    fn generate_vscode_manifest(&self) -> Result<String> {
689        let manifest = serde_json::json!({
690            "name": "trustformers-debug",
691            "displayName": "TrustformeRS Debug",
692            "description": "Advanced debugging tools for TrustformeRS models",
693            "version": self.version,
694            "engines": {
695                "vscode": "^1.60.0"
696            },
697            "categories": ["Debuggers", "Machine Learning"],
698            "main": "./out/extension.js",
699            "contributes": {
700                "debuggers": [{
701                    "type": "trustformers",
702                    "label": "TrustformeRS Debug",
703                    "program": "./out/debugAdapter.js",
704                    "runtime": "node",
705                    "configurationAttributes": {
706                        "launch": {
707                            "required": ["program"],
708                            "properties": {
709                                "program": {
710                                    "type": "string",
711                                    "description": "Path to TrustformeRS program"
712                                },
713                                "args": {
714                                    "type": "array",
715                                    "description": "Command line arguments"
716                                },
717                                "cwd": {
718                                    "type": "string",
719                                    "description": "Working directory"
720                                }
721                            }
722                        }
723                    }
724                }],
725                "commands": [{
726                    "command": "trustformers.showTensorVisualization",
727                    "title": "Show Tensor Visualization",
728                    "category": "TrustformeRS"
729                }, {
730                    "command": "trustformers.showGradientFlow",
731                    "title": "Show Gradient Flow",
732                    "category": "TrustformeRS"
733                }, {
734                    "command": "trustformers.showLossLandscape",
735                    "title": "Show Loss Landscape",
736                    "category": "TrustformeRS"
737                }]
738            },
739            "scripts": {
740                "vscode:prepublish": "npm run compile",
741                "compile": "tsc -p ./",
742                "watch": "tsc -watch -p ./"
743            }
744        });
745
746        Ok(serde_json::to_string_pretty(&manifest)?)
747    }
748
749    fn generate_intellij_manifest(&self) -> Result<String> {
750        let manifest = format!(
751            r#"<?xml version="1.0" encoding="UTF-8"?>
752<idea-plugin>
753    <id>com.trustformers.debug</id>
754    <name>TrustformeRS Debug</name>
755    <version>{}</version>
756    <vendor>TrustformeRS Team</vendor>
757
758    <description><![CDATA[
759        Advanced debugging tools for TrustformeRS models including:
760        - Interactive debugging
761        - Tensor visualization
762        - Gradient flow analysis
763        - Loss landscape visualization
764    ]]></description>
765
766    <depends>com.intellij.modules.platform</depends>
767    <depends>com.intellij.modules.lang</depends>
768
769    <extensions defaultExtensionNs="com.intellij">
770        <debugger.positionManagerFactory implementation="com.trustformers.debug.TrustformersPositionManagerFactory"/>
771        <xdebugger.breakpointType implementation="com.trustformers.debug.TrustformersLineBreakpointType"/>
772        <programRunner implementation="com.trustformers.debug.TrustformersDebugRunner"/>
773        <configurationType implementation="com.trustformers.debug.TrustformersConfigurationType"/>
774    </extensions>
775
776    <actions>
777        <action id="TrustformeRS.ShowTensorVisualization" class="com.trustformers.debug.actions.ShowTensorVisualizationAction" text="Show Tensor Visualization"/>
778        <action id="TrustformeRS.ShowGradientFlow" class="com.trustformers.debug.actions.ShowGradientFlowAction" text="Show Gradient Flow"/>
779        <action id="TrustformeRS.ShowLossLandscape" class="com.trustformers.debug.actions.ShowLossLandscapeAction" text="Show Loss Landscape"/>
780    </actions>
781</idea-plugin>"#,
782            self.version
783        );
784
785        Ok(manifest)
786    }
787
788    fn generate_vim_manifest(&self) -> Result<String> {
789        let manifest = format!(
790            r#"" TrustformeRS Debug Plugin for Vim
791" Version: {}
792" Description: Advanced debugging tools for TrustformeRS models
793
794if exists('g:loaded_trustformers_debug')
795    finish
796endif
797let g:loaded_trustformers_debug = 1
798
799" Plugin configuration
800let g:trustformers_debug_port = get(g:, 'trustformers_debug_port', 8899)
801let g:trustformers_debug_auto_open = get(g:, 'trustformers_debug_auto_open', 0)
802let g:trustformers_debug_visualization_format = get(g:, 'trustformers_debug_visualization_format', 'png')
803
804" Commands
805command! TrustformersStartDebug call trustformers#debug#start()
806command! TrustformersStopDebug call trustformers#debug#stop()
807command! TrustformersStepInto call trustformers#debug#step_into()
808command! TrustformersStepOver call trustformers#debug#step_over()
809command! TrustformersShowTensorVisualization call trustformers#debug#show_tensor_visualization()
810command! TrustformersShowGradientFlow call trustformers#debug#show_gradient_flow()
811command! TrustformersShowLossLandscape call trustformers#debug#show_loss_landscape()
812
813" Key mappings
814nnoremap <leader>tds :TrustformersStartDebug<CR>
815nnoremap <leader>tdt :TrustformersStopDebug<CR>
816nnoremap <leader>tdi :TrustformersStepInto<CR>
817nnoremap <leader>tdo :TrustformersStepOver<CR>
818nnoremap <leader>tdv :TrustformersShowTensorVisualization<CR>
819nnoremap <leader>tdg :TrustformersShowGradientFlow<CR>
820nnoremap <leader>tdl :TrustformersShowLossLandscape<CR>
821
822" Autocommands
823augroup TrustformersDebug
824    autocmd!
825    autocmd FileType rust call trustformers#debug#setup_buffer()
826augroup END"#,
827            self.version
828        );
829
830        Ok(manifest)
831    }
832
833    fn generate_emacs_manifest(&self) -> Result<String> {
834        let manifest = format!(
835            r#";;; trustformers-debug.el --- Advanced debugging tools for TrustformeRS models  -*- lexical-binding: t; -*-
836
837;; Copyright (C) 2025-2026 COOLJAPAN OU (Team KitaSan)
838
839;; Author: COOLJAPAN OU (Team KitaSan)
840;; Version: {}
841;; Package-Requires: ((emacs "26.1"))
842;; Keywords: debugging, machine-learning, rust
843;; URL: https://github.com/cool-japan/trustformers
844
845;;; Commentary:
846
847;; This package provides advanced debugging tools for TrustformeRS models including:
848;; - Interactive debugging
849;; - Tensor visualization
850;; - Gradient flow analysis
851;; - Loss landscape visualization
852
853;;; Code:
854
855(require 'json)
856(require 'url)
857
858(defgroup trustformers-debug nil
859  "Advanced debugging tools for TrustformeRS models."
860  :group 'debugging
861  :prefix "trustformers-debug-")
862
863(defcustom trustformers-debug-port 8899
864  "Port for TrustformeRS debug server."
865  :type 'integer
866  :group 'trustformers-debug)
867
868(defcustom trustformers-debug-auto-open nil
869  "Whether to automatically open debug session."
870  :type 'boolean
871  :group 'trustformers-debug)
872
873(defvar trustformers-debug-mode-map
874  (let ((map (make-sparse-keymap)))
875    (define-key map (kbd "C-c C-d s") #'trustformers-debug-start)
876    (define-key map (kbd "C-c C-d t") #'trustformers-debug-stop)
877    (define-key map (kbd "C-c C-d i") #'trustformers-debug-step-into)
878    (define-key map (kbd "C-c C-d o") #'trustformers-debug-step-over)
879    (define-key map (kbd "C-c C-d v") #'trustformers-debug-show-tensor-visualization)
880    (define-key map (kbd "C-c C-d g") #'trustformers-debug-show-gradient-flow)
881    (define-key map (kbd "C-c C-d l") #'trustformers-debug-show-loss-landscape)
882    map)
883  "Keymap for TrustformeRS debug mode.")
884
885(define-minor-mode trustformers-debug-mode
886  "Minor mode for TrustformeRS debugging."
887  :lighter " TF-Debug"
888  :keymap trustformers-debug-mode-map)
889
890(defun trustformers-debug-start ()
891  "Start TrustformeRS debug session."
892  (interactive)
893  (message "Starting TrustformeRS debug session..."))
894
895(defun trustformers-debug-stop ()
896  "Stop TrustformeRS debug session."
897  (interactive)
898  (message "Stopping TrustformeRS debug session..."))
899
900(defun trustformers-debug-step-into ()
901  "Step into current function."
902  (interactive)
903  (message "Stepping into..."))
904
905(defun trustformers-debug-step-over ()
906  "Step over current line."
907  (interactive)
908  (message "Stepping over..."))
909
910(defun trustformers-debug-show-tensor-visualization ()
911  "Show tensor visualization."
912  (interactive)
913  (message "Showing tensor visualization..."))
914
915(defun trustformers-debug-show-gradient-flow ()
916  "Show gradient flow analysis."
917  (interactive)
918  (message "Showing gradient flow analysis..."))
919
920(defun trustformers-debug-show-loss-landscape ()
921  "Show loss landscape visualization."
922  (interactive)
923  (message "Showing loss landscape visualization..."))
924
925(provide 'trustformers-debug)
926;;; trustformers-debug.el ends here"#,
927            self.version
928        );
929
930        Ok(manifest)
931    }
932
933    /// Get supported IDE types
934    pub fn get_supported_ides(&self) -> &[SupportedIDE] {
935        &self.supported_ides
936    }
937
938    /// Get plugin capabilities
939    pub fn get_capabilities(&self) -> &IDECapabilities {
940        &self.capabilities
941    }
942
943    /// Check if plugin is initialized
944    pub fn is_initialized(&self) -> bool {
945        self.debugger.is_some()
946    }
947}
948
949/// IDE plugin manager
950#[derive(Debug)]
951pub struct IDEPluginManager {
952    plugins: HashMap<Uuid, IDEPlugin>,
953    active_sessions: HashMap<Uuid, Uuid>, // session_id -> plugin_id
954}
955
956impl IDEPluginManager {
957    /// Create a new plugin manager
958    pub fn new() -> Self {
959        Self {
960            plugins: HashMap::new(),
961            active_sessions: HashMap::new(),
962        }
963    }
964
965    /// Register a new plugin
966    pub fn register_plugin(&mut self, plugin: IDEPlugin) -> Uuid {
967        let plugin_id = plugin.plugin_id;
968        self.plugins.insert(plugin_id, plugin);
969        plugin_id
970    }
971
972    /// Get a plugin by ID
973    pub fn get_plugin(&self, plugin_id: &Uuid) -> Option<&IDEPlugin> {
974        self.plugins.get(plugin_id)
975    }
976
977    /// Get a mutable plugin by ID
978    pub fn get_plugin_mut(&mut self, plugin_id: &Uuid) -> Option<&mut IDEPlugin> {
979        self.plugins.get_mut(plugin_id)
980    }
981
982    /// Start a debug session
983    pub fn start_session(&mut self, plugin_id: Uuid) -> Uuid {
984        let session_id = Uuid::new_v4();
985        self.active_sessions.insert(session_id, plugin_id);
986        session_id
987    }
988
989    /// Stop a debug session
990    pub fn stop_session(&mut self, session_id: &Uuid) -> Option<Uuid> {
991        self.active_sessions.remove(session_id)
992    }
993
994    /// Get all registered plugins
995    pub fn get_all_plugins(&self) -> Vec<&IDEPlugin> {
996        self.plugins.values().collect()
997    }
998
999    /// Get active sessions
1000    pub fn get_active_sessions(&self) -> Vec<Uuid> {
1001        self.active_sessions.keys().cloned().collect()
1002    }
1003}
1004
1005impl Default for IDEPluginManager {
1006    fn default() -> Self {
1007        Self::new()
1008    }
1009}
1010
1011/// Jupyter widget types for debugging visualizations
1012#[derive(Debug, Clone, Serialize, Deserialize)]
1013pub enum JupyterWidgetType {
1014    /// Interactive plot widget using plotly
1015    PlotWidget,
1016    /// Tensor visualization widget
1017    TensorWidget,
1018    /// Training metrics dashboard
1019    MetricsDashboard,
1020    /// Gradient flow visualization
1021    GradientFlowWidget,
1022    /// Model architecture diagram
1023    ArchitectureWidget,
1024    /// Performance profiler widget
1025    ProfilerWidget,
1026    /// Memory usage widget
1027    MemoryWidget,
1028    /// Debug console widget
1029    DebugConsole,
1030    /// Progress bar widget
1031    ProgressBar,
1032    /// Custom widget with specified type
1033    Custom(String),
1034}
1035
1036/// Jupyter widget configuration
1037#[derive(Debug, Clone, Serialize, Deserialize)]
1038pub struct JupyterWidgetConfig {
1039    pub widget_id: String,
1040    pub widget_type: JupyterWidgetType,
1041    pub title: String,
1042    pub width: Option<u32>,
1043    pub height: Option<u32>,
1044    pub resizable: bool,
1045    pub auto_update: bool,
1046    pub update_interval: Option<u32>, // milliseconds
1047    pub options: HashMap<String, String>,
1048}
1049
1050/// Jupyter widget data for updates
1051#[derive(Debug, Clone, Serialize, Deserialize)]
1052pub struct JupyterWidgetData {
1053    pub plot_data: Option<crate::visualization::PlotData>,
1054    pub plot_3d_data: Option<crate::visualization::Plot3DData>,
1055    pub text_data: Option<String>,
1056    pub html_data: Option<String>,
1057    pub json_data: Option<String>,
1058    pub binary_data: Option<Vec<u8>>,
1059    pub metadata: HashMap<String, String>,
1060}
1061
1062/// Jupyter widget manager for creating and managing debug widgets
1063#[derive(Debug)]
1064pub struct JupyterWidgetManager {
1065    widgets: HashMap<String, JupyterWidgetConfig>,
1066    kernel_connection: Option<String>,
1067    comm_targets: HashMap<String, String>,
1068}
1069
1070impl JupyterWidgetManager {
1071    /// Create a new Jupyter widget manager
1072    pub fn new() -> Self {
1073        Self {
1074            widgets: HashMap::new(),
1075            kernel_connection: None,
1076            comm_targets: HashMap::new(),
1077        }
1078    }
1079
1080    /// Connect to Jupyter kernel
1081    pub fn connect_to_kernel(&mut self, connection_info: String) -> Result<()> {
1082        self.kernel_connection = Some(connection_info);
1083
1084        // Register comm targets for different widget types
1085        self.register_comm_target("trustformers_plot_widget".to_string());
1086        self.register_comm_target("trustformers_tensor_widget".to_string());
1087        self.register_comm_target("trustformers_metrics_widget".to_string());
1088        self.register_comm_target("trustformers_gradient_widget".to_string());
1089        self.register_comm_target("trustformers_debug_console".to_string());
1090
1091        Ok(())
1092    }
1093
1094    /// Register a comm target for widget communication
1095    fn register_comm_target(&mut self, target_name: String) {
1096        let comm_id = Uuid::new_v4().to_string();
1097        self.comm_targets.insert(target_name, comm_id);
1098    }
1099
1100    /// Create a new Jupyter widget
1101    pub fn create_widget(&mut self, config: JupyterWidgetConfig) -> Result<String> {
1102        let widget_id = config.widget_id.clone();
1103
1104        // Generate widget HTML/JavaScript based on type
1105        let widget_content = self.generate_widget_content(&config)?;
1106
1107        // Store widget configuration
1108        self.widgets.insert(widget_id.clone(), config);
1109
1110        // Send widget creation message to kernel
1111        self.send_widget_creation_message(&widget_id, &widget_content)?;
1112
1113        Ok(widget_id)
1114    }
1115
1116    /// Update an existing widget with new data
1117    pub fn update_widget(&mut self, widget_id: &str, data: JupyterWidgetData) -> Result<()> {
1118        let widget = self
1119            .widgets
1120            .get(widget_id)
1121            .ok_or_else(|| anyhow::anyhow!("Widget with id '{}' not found", widget_id))?;
1122
1123        // Generate update message based on widget type and data
1124        let update_message = self.generate_update_message(widget, &data)?;
1125
1126        // Send update message to kernel
1127        self.send_widget_update_message(widget_id, &update_message)?;
1128
1129        Ok(())
1130    }
1131
1132    /// Remove a widget
1133    pub fn remove_widget(&mut self, widget_id: &str) -> Result<()> {
1134        if self.widgets.remove(widget_id).is_some() {
1135            self.send_widget_removal_message(widget_id)?;
1136            Ok(())
1137        } else {
1138            Err(anyhow::anyhow!("Widget with id '{}' not found", widget_id))
1139        }
1140    }
1141
1142    /// Create a plot widget for tensor visualization
1143    pub fn create_plot_widget(
1144        &mut self,
1145        title: &str,
1146        plot_data: &crate::visualization::PlotData,
1147    ) -> Result<String> {
1148        let widget_id = format!("plot_{}", Uuid::new_v4().to_string().replace("-", ""));
1149
1150        let config = JupyterWidgetConfig {
1151            widget_id: widget_id.clone(),
1152            widget_type: JupyterWidgetType::PlotWidget,
1153            title: title.to_string(),
1154            width: Some(800),
1155            height: Some(600),
1156            resizable: true,
1157            auto_update: false,
1158            update_interval: None,
1159            options: HashMap::new(),
1160        };
1161
1162        self.create_widget(config)?;
1163
1164        let data = JupyterWidgetData {
1165            plot_data: Some(plot_data.clone()),
1166            plot_3d_data: None,
1167            text_data: None,
1168            html_data: None,
1169            json_data: None,
1170            binary_data: None,
1171            metadata: HashMap::new(),
1172        };
1173
1174        self.update_widget(&widget_id, data)?;
1175
1176        Ok(widget_id)
1177    }
1178
1179    /// Create a metrics dashboard widget
1180    pub fn create_metrics_dashboard(&mut self, title: &str) -> Result<String> {
1181        let widget_id = format!("metrics_{}", Uuid::new_v4().to_string().replace("-", ""));
1182
1183        let config = JupyterWidgetConfig {
1184            widget_id: widget_id.clone(),
1185            widget_type: JupyterWidgetType::MetricsDashboard,
1186            title: title.to_string(),
1187            width: Some(1000),
1188            height: Some(400),
1189            resizable: true,
1190            auto_update: true,
1191            update_interval: Some(1000), // 1 second
1192            options: HashMap::new(),
1193        };
1194
1195        self.create_widget(config)?;
1196
1197        Ok(widget_id)
1198    }
1199
1200    /// Create a gradient flow widget
1201    pub fn create_gradient_flow_widget(&mut self, title: &str) -> Result<String> {
1202        let widget_id = format!("gradient_{}", Uuid::new_v4().to_string().replace("-", ""));
1203
1204        let config = JupyterWidgetConfig {
1205            widget_id: widget_id.clone(),
1206            widget_type: JupyterWidgetType::GradientFlowWidget,
1207            title: title.to_string(),
1208            width: Some(800),
1209            height: Some(500),
1210            resizable: true,
1211            auto_update: true,
1212            update_interval: Some(500), // 0.5 seconds
1213            options: HashMap::new(),
1214        };
1215
1216        self.create_widget(config)?;
1217
1218        Ok(widget_id)
1219    }
1220
1221    /// Create a debug console widget
1222    pub fn create_debug_console(&mut self, title: &str) -> Result<String> {
1223        let widget_id = format!("console_{}", Uuid::new_v4().to_string().replace("-", ""));
1224
1225        let config = JupyterWidgetConfig {
1226            widget_id: widget_id.clone(),
1227            widget_type: JupyterWidgetType::DebugConsole,
1228            title: title.to_string(),
1229            width: Some(600),
1230            height: Some(300),
1231            resizable: true,
1232            auto_update: false,
1233            update_interval: None,
1234            options: HashMap::new(),
1235        };
1236
1237        self.create_widget(config)?;
1238
1239        Ok(widget_id)
1240    }
1241
1242    /// Create a comprehensive debugging dashboard
1243    pub fn create_debug_dashboard(&mut self) -> Result<Vec<String>> {
1244        let mut widget_ids = Vec::new();
1245
1246        // Create multiple widgets for comprehensive debugging
1247        widget_ids.push(self.create_metrics_dashboard("Training Metrics")?);
1248        widget_ids.push(self.create_gradient_flow_widget("Gradient Flow")?);
1249        widget_ids.push(self.create_debug_console("Debug Console")?);
1250
1251        Ok(widget_ids)
1252    }
1253
1254    /// Generate widget content based on widget type
1255    fn generate_widget_content(&self, config: &JupyterWidgetConfig) -> Result<String> {
1256        match &config.widget_type {
1257            JupyterWidgetType::PlotWidget => self.generate_plot_widget_content(config),
1258            JupyterWidgetType::TensorWidget => self.generate_tensor_widget_content(config),
1259            JupyterWidgetType::MetricsDashboard => self.generate_metrics_dashboard_content(config),
1260            JupyterWidgetType::GradientFlowWidget => self.generate_gradient_widget_content(config),
1261            JupyterWidgetType::ArchitectureWidget => {
1262                self.generate_architecture_widget_content(config)
1263            },
1264            JupyterWidgetType::ProfilerWidget => self.generate_profiler_widget_content(config),
1265            JupyterWidgetType::MemoryWidget => self.generate_memory_widget_content(config),
1266            JupyterWidgetType::DebugConsole => self.generate_debug_console_content(config),
1267            JupyterWidgetType::ProgressBar => self.generate_progress_bar_content(config),
1268            JupyterWidgetType::Custom(widget_type) => {
1269                self.generate_custom_widget_content(config, widget_type)
1270            },
1271        }
1272    }
1273
1274    /// Generate plot widget HTML/JavaScript
1275    fn generate_plot_widget_content(&self, config: &JupyterWidgetConfig) -> Result<String> {
1276        let content = format!(
1277            r#"
1278<div id="{widget_id}" style="width: {width}px; height: {height}px; border: 1px solid #ccc; border-radius: 4px;">
1279    <div id="{widget_id}_plot" style="width: 100%; height: 100%;"></div>
1280</div>
1281
1282<script>
1283requirejs(['https://cdn.plot.ly/plotly-2.26.0.min.js'], function(Plotly) {{
1284    window.trustformers_widgets = window.trustformers_widgets || {{}};
1285    window.trustformers_widgets['{widget_id}'] = {{
1286        element: document.getElementById('{widget_id}_plot'),
1287        update: function(data) {{
1288            if (data.plot_data) {{
1289                const trace = {{
1290                    x: data.plot_data.x_values,
1291                    y: data.plot_data.y_values,
1292                    type: 'scatter',
1293                    mode: 'lines+markers',
1294                    name: 'Data',
1295                    line: {{ color: '#007bff', width: 2 }},
1296                    marker: {{ size: 6 }}
1297                }};
1298
1299                const layout = {{
1300                    title: data.plot_data.title,
1301                    xaxis: {{ title: data.plot_data.x_label }},
1302                    yaxis: {{ title: data.plot_data.y_label }},
1303                    margin: {{ t: 50, l: 60, r: 30, b: 60 }},
1304                    showlegend: false
1305                }};
1306
1307                Plotly.newPlot(this.element, [trace], layout, {{ responsive: true }});
1308            }}
1309        }}
1310    }};
1311}});
1312</script>
1313"#,
1314            widget_id = config.widget_id,
1315            width = config.width.unwrap_or(800),
1316            height = config.height.unwrap_or(600)
1317        );
1318
1319        Ok(content)
1320    }
1321
1322    /// Generate tensor widget content
1323    fn generate_tensor_widget_content(&self, config: &JupyterWidgetConfig) -> Result<String> {
1324        let content = format!(
1325            r#"
1326<div id="{widget_id}" class="trustformers-tensor-widget" style="width: {width}px; height: {height}px; padding: 10px; border: 1px solid #ddd; border-radius: 4px; background: #f9f9f9;">
1327    <h3>{title}</h3>
1328    <div id="{widget_id}_content" style="height: calc(100% - 40px); overflow-y: auto;">
1329        <div id="{widget_id}_stats"></div>
1330        <div id="{widget_id}_visualization"></div>
1331    </div>
1332</div>
1333
1334<script>
1335window.trustformers_widgets = window.trustformers_widgets || {{}};
1336window.trustformers_widgets['{widget_id}'] = {{
1337    update: function(data) {{
1338        const statsDiv = document.getElementById('{widget_id}_stats');
1339        const vizDiv = document.getElementById('{widget_id}_visualization');
1340
1341        if (data.text_data) {{
1342            statsDiv.innerHTML = '<pre>' + data.text_data + '</pre>';
1343        }}
1344
1345        if (data.html_data) {{
1346            vizDiv.innerHTML = data.html_data;
1347        }}
1348    }}
1349}};
1350</script>
1351"#,
1352            widget_id = config.widget_id,
1353            title = config.title,
1354            width = config.width.unwrap_or(600),
1355            height = config.height.unwrap_or(400)
1356        );
1357
1358        Ok(content)
1359    }
1360
1361    /// Generate metrics dashboard content
1362    fn generate_metrics_dashboard_content(&self, config: &JupyterWidgetConfig) -> Result<String> {
1363        let content = format!(
1364            r#"
1365<div id="{widget_id}" class="trustformers-metrics-dashboard" style="width: {width}px; height: {height}px; border: 1px solid #ccc; border-radius: 4px; background: white;">
1366    <div style="background: #f8f9fa; padding: 10px; border-bottom: 1px solid #dee2e6;">
1367        <h4 style="margin: 0;">{title}</h4>
1368    </div>
1369    <div id="{widget_id}_metrics" style="display: grid; grid-template-columns: repeat(auto-fit, minmax(200px, 1fr)); gap: 10px; padding: 10px; height: calc(100% - 60px); overflow-y: auto;">
1370        <!-- Metrics will be populated here -->
1371    </div>
1372</div>
1373
1374<script>
1375window.trustformers_widgets = window.trustformers_widgets || {{}};
1376window.trustformers_widgets['{widget_id}'] = {{
1377    update: function(data) {{
1378        const metricsDiv = document.getElementById('{widget_id}_metrics');
1379
1380        if (data.json_data) {{
1381            const metrics = JSON.parse(data.json_data);
1382            let html = '';
1383
1384            for (const [key, value] of Object.entries(metrics)) {{
1385                html += `
1386                    <div style="background: #f8f9fa; padding: 10px; border-radius: 4px; text-align: center;">
1387                        <div style="font-size: 14px; color: #6c757d; margin-bottom: 4px;">${{key}}</div>
1388                        <div style="font-size: 20px; font-weight: bold; color: #495057;">${{value}}</div>
1389                    </div>
1390                `;
1391            }}
1392
1393            metricsDiv.innerHTML = html;
1394        }}
1395    }}
1396}};
1397
1398// Auto-update if enabled
1399{auto_update_script}
1400</script>
1401"#,
1402            widget_id = config.widget_id,
1403            title = config.title,
1404            width = config.width.unwrap_or(1000),
1405            height = config.height.unwrap_or(400),
1406            auto_update_script = if config.auto_update {
1407                format!(
1408                    r#"
1409setInterval(function() {{
1410    // Request updated metrics from kernel
1411    if (window.trustformers_kernel_comm) {{
1412        window.trustformers_kernel_comm.send({{
1413            widget_id: '{widget_id}',
1414            action: 'request_update'
1415        }});
1416    }}
1417}}, {});
1418"#,
1419                    config.update_interval.unwrap_or(1000),
1420                    widget_id = config.widget_id
1421                )
1422            } else {
1423                "".to_string()
1424            }
1425        );
1426
1427        Ok(content)
1428    }
1429
1430    /// Generate gradient flow widget content
1431    fn generate_gradient_widget_content(&self, config: &JupyterWidgetConfig) -> Result<String> {
1432        // Similar implementation to metrics dashboard but specialized for gradient visualization
1433        let content = format!(
1434            r#"
1435<div id="{widget_id}" class="trustformers-gradient-widget" style="width: {width}px; height: {height}px; border: 1px solid #ccc; border-radius: 4px;">
1436    <div style="background: #f8f9fa; padding: 10px; border-bottom: 1px solid #dee2e6;">
1437        <h4 style="margin: 0;">{title}</h4>
1438    </div>
1439    <div id="{widget_id}_gradient_plot" style="width: 100%; height: calc(100% - 60px);"></div>
1440</div>
1441
1442<script>
1443requirejs(['https://cdn.plot.ly/plotly-2.26.0.min.js'], function(Plotly) {{
1444    window.trustformers_widgets = window.trustformers_widgets || {{}};
1445    window.trustformers_widgets['{widget_id}'] = {{
1446        element: document.getElementById('{widget_id}_gradient_plot'),
1447        update: function(data) {{
1448            if (data.plot_data) {{
1449                const trace = {{
1450                    x: data.plot_data.x_values,
1451                    y: data.plot_data.y_values,
1452                    type: 'bar',
1453                    marker: {{ color: '#dc3545' }},
1454                    name: 'Gradient Norm'
1455                }};
1456
1457                const layout = {{
1458                    title: 'Gradient Flow by Layer',
1459                    xaxis: {{ title: 'Layer' }},
1460                    yaxis: {{ title: 'Gradient Norm', type: 'log' }},
1461                    margin: {{ t: 50, l: 60, r: 30, b: 60 }}
1462                }};
1463
1464                Plotly.newPlot(this.element, [trace], layout, {{ responsive: true }});
1465            }}
1466        }}
1467    }};
1468}});
1469</script>
1470"#,
1471            widget_id = config.widget_id,
1472            title = config.title,
1473            width = config.width.unwrap_or(800),
1474            height = config.height.unwrap_or(500)
1475        );
1476
1477        Ok(content)
1478    }
1479
1480    /// Generate architecture widget content
1481    fn generate_architecture_widget_content(&self, config: &JupyterWidgetConfig) -> Result<String> {
1482        // Placeholder implementation for architecture visualization
1483        Ok(format!(
1484            "<div id='{}'>Architecture Widget - {}</div>",
1485            config.widget_id, config.title
1486        ))
1487    }
1488
1489    /// Generate profiler widget content
1490    fn generate_profiler_widget_content(&self, config: &JupyterWidgetConfig) -> Result<String> {
1491        // Placeholder implementation for profiler visualization
1492        Ok(format!(
1493            "<div id='{}'>Profiler Widget - {}</div>",
1494            config.widget_id, config.title
1495        ))
1496    }
1497
1498    /// Generate memory widget content
1499    fn generate_memory_widget_content(&self, config: &JupyterWidgetConfig) -> Result<String> {
1500        // Placeholder implementation for memory usage visualization
1501        Ok(format!(
1502            "<div id='{}'>Memory Widget - {}</div>",
1503            config.widget_id, config.title
1504        ))
1505    }
1506
1507    /// Generate debug console content
1508    fn generate_debug_console_content(&self, config: &JupyterWidgetConfig) -> Result<String> {
1509        let content = format!(
1510            r#"
1511<div id="{widget_id}" class="trustformers-debug-console" style="width: {width}px; height: {height}px; border: 1px solid #ccc; border-radius: 4px; background: #1e1e1e; color: #d4d4d4; font-family: 'Courier New', monospace;">
1512    <div style="background: #2d2d30; padding: 8px; border-bottom: 1px solid #3e3e42; color: #cccccc; font-size: 12px;">
1513        {title}
1514    </div>
1515    <div id="{widget_id}_output" style="height: calc(100% - 90px); overflow-y: auto; padding: 10px; font-size: 12px; line-height: 1.4;">
1516        <!-- Console output will appear here -->
1517    </div>
1518    <div style="border-top: 1px solid #3e3e42; padding: 5px;">
1519        <input id="{widget_id}_input" type="text" placeholder="Enter debug command..."
1520               style="width: 100%; background: #3c3c3c; border: 1px solid #5a5a5a; color: #d4d4d4; padding: 5px; border-radius: 2px; font-family: inherit; font-size: 12px;">
1521    </div>
1522</div>
1523
1524<script>
1525window.trustformers_widgets = window.trustformers_widgets || {{}};
1526window.trustformers_widgets['{widget_id}'] = {{
1527    outputDiv: document.getElementById('{widget_id}_output'),
1528    inputEl: document.getElementById('{widget_id}_input'),
1529
1530    init: function() {{
1531        this.inputEl.addEventListener('keypress', (e) => {{
1532            if (e.key === 'Enter') {{
1533                const command = this.inputEl.value;
1534                this.addOutput('> ' + command, 'input');
1535                this.inputEl.value = '';
1536
1537                // Send command to kernel
1538                if (window.trustformers_kernel_comm) {{
1539                    window.trustformers_kernel_comm.send({{
1540                        widget_id: '{widget_id}',
1541                        action: 'execute_command',
1542                        command: command
1543                    }});
1544                }}
1545            }}
1546        }});
1547    }},
1548
1549    addOutput: function(text, type = 'output') {{
1550        const div = document.createElement('div');
1551        div.style.marginBottom = '2px';
1552        div.style.color = type === 'input' ? '#569cd6' :
1553                          type === 'error' ? '#f14c4c' : '#d4d4d4';
1554        div.textContent = text;
1555        this.outputDiv.appendChild(div);
1556        this.outputDiv.scrollTop = this.outputDiv.scrollHeight;
1557    }},
1558
1559    update: function(data) {{
1560        if (data.text_data) {{
1561            this.addOutput(data.text_data, data.metadata.type || 'output');
1562        }}
1563    }}
1564}};
1565
1566window.trustformers_widgets['{widget_id}'].init();
1567</script>
1568"#,
1569            widget_id = config.widget_id,
1570            title = config.title,
1571            width = config.width.unwrap_or(600),
1572            height = config.height.unwrap_or(300)
1573        );
1574
1575        Ok(content)
1576    }
1577
1578    /// Generate progress bar content
1579    fn generate_progress_bar_content(&self, config: &JupyterWidgetConfig) -> Result<String> {
1580        // Placeholder implementation for progress bar
1581        Ok(format!(
1582            "<div id='{}'>Progress Bar - {}</div>",
1583            config.widget_id, config.title
1584        ))
1585    }
1586
1587    /// Generate custom widget content
1588    fn generate_custom_widget_content(
1589        &self,
1590        config: &JupyterWidgetConfig,
1591        widget_type: &str,
1592    ) -> Result<String> {
1593        // Placeholder implementation for custom widgets
1594        Ok(format!(
1595            "<div id='{}'>Custom Widget ({}) - {}</div>",
1596            config.widget_id, widget_type, config.title
1597        ))
1598    }
1599
1600    /// Generate update message for widget
1601    fn generate_update_message(
1602        &self,
1603        config: &JupyterWidgetConfig,
1604        data: &JupyterWidgetData,
1605    ) -> Result<String> {
1606        let message = serde_json::json!({
1607            "widget_id": config.widget_id,
1608            "data": {
1609                "plot_data": data.plot_data,
1610                "plot_3d_data": data.plot_3d_data,
1611                "text_data": data.text_data,
1612                "html_data": data.html_data,
1613                "json_data": data.json_data,
1614                "metadata": data.metadata
1615            }
1616        });
1617
1618        Ok(message.to_string())
1619    }
1620
1621    /// Send widget creation message to Jupyter kernel
1622    fn send_widget_creation_message(&self, widget_id: &str, content: &str) -> Result<()> {
1623        // In a real implementation, this would send the message via Jupyter's comm protocol
1624        tracing::info!("Creating Jupyter widget: {}", widget_id);
1625        tracing::debug!("Widget content: {}", content);
1626        Ok(())
1627    }
1628
1629    /// Send widget update message to Jupyter kernel
1630    fn send_widget_update_message(&self, widget_id: &str, message: &str) -> Result<()> {
1631        // In a real implementation, this would send the message via Jupyter's comm protocol
1632        tracing::debug!("Updating Jupyter widget {}: {}", widget_id, message);
1633        Ok(())
1634    }
1635
1636    /// Send widget removal message to Jupyter kernel
1637    fn send_widget_removal_message(&self, widget_id: &str) -> Result<()> {
1638        // In a real implementation, this would send the message via Jupyter's comm protocol
1639        tracing::info!("Removing Jupyter widget: {}", widget_id);
1640        Ok(())
1641    }
1642
1643    /// Get all active widgets
1644    pub fn get_active_widgets(&self) -> Vec<&JupyterWidgetConfig> {
1645        self.widgets.values().collect()
1646    }
1647
1648    /// Check if kernel is connected
1649    pub fn is_kernel_connected(&self) -> bool {
1650        self.kernel_connection.is_some()
1651    }
1652
1653    /// Get widget by ID
1654    pub fn get_widget(&self, widget_id: &str) -> Option<&JupyterWidgetConfig> {
1655        self.widgets.get(widget_id)
1656    }
1657}
1658
1659impl Default for JupyterWidgetManager {
1660    fn default() -> Self {
1661        Self::new()
1662    }
1663}
trustformers_debug/ide_integration.rs

trustformers_debug/
ide_integration.rs
