aprender-orchestrate 0.30.0

Sovereign AI orchestration: autonomous agents, ML serving, code analysis, and transpilation pipelines
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
//! Visualization Frameworks Tree
//!
//! Hierarchical view of Python visualization frameworks and their PAIML replacements.

use serde::{Deserialize, Serialize};

// ============================================================================
// Core Types
// ============================================================================

/// Visualization framework identifier
#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize)]
pub enum Framework {
    Gradio,
    Streamlit,
    Panel,
    Dash,
}

impl Framework {
    /// Get framework display name
    pub fn name(&self) -> &'static str {
        match self {
            Framework::Gradio => "Gradio",
            Framework::Streamlit => "Streamlit",
            Framework::Panel => "Panel",
            Framework::Dash => "Dash",
        }
    }

    /// Get PAIML replacement
    pub fn replacement(&self) -> &'static str {
        match self {
            Framework::Gradio => "Presentar",
            Framework::Streamlit => "Presentar",
            Framework::Panel => "Trueno-Viz",
            Framework::Dash => "Presentar + Trueno-Viz",
        }
    }

    /// Get all frameworks
    pub fn all() -> Vec<Self> {
        vec![Framework::Gradio, Framework::Streamlit, Framework::Panel, Framework::Dash]
    }
}

impl std::fmt::Display for Framework {
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        write!(f, "{}", self.name())
    }
}

/// Integration type for component mappings
#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize)]
pub enum IntegrationType {
    /// PAIML fully replaces Python component
    Replaces,
    /// Depyler transpiles Python to Rust
    Transpiles,
    /// Can consume output format (PNG, SVG, etc.)
    Compatible,
}

impl IntegrationType {
    /// Get short code for display
    pub fn code(&self) -> &'static str {
        match self {
            IntegrationType::Replaces => "REP",
            IntegrationType::Transpiles => "TRN",
            IntegrationType::Compatible => "CMP",
        }
    }
}

impl std::fmt::Display for IntegrationType {
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        write!(f, "{}", self.code())
    }
}

// ============================================================================
// Tree Structures
// ============================================================================

/// A component within a framework category
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct FrameworkComponent {
    pub name: String,
    pub description: String,
    pub replacement: String,
    pub sub_components: Vec<String>,
}

impl FrameworkComponent {
    pub fn new(
        name: impl Into<String>,
        description: impl Into<String>,
        replacement: impl Into<String>,
    ) -> Self {
        Self {
            name: name.into(),
            description: description.into(),
            replacement: replacement.into(),
            sub_components: Vec::new(),
        }
    }

    pub fn with_sub(mut self, sub: impl Into<String>) -> Self {
        self.sub_components.push(sub.into());
        self
    }
}

/// A category within a framework
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct FrameworkCategory {
    pub name: String,
    pub components: Vec<FrameworkComponent>,
}

impl FrameworkCategory {
    pub fn new(name: impl Into<String>) -> Self {
        Self { name: name.into(), components: Vec::new() }
    }

    pub fn with_component(mut self, component: FrameworkComponent) -> Self {
        self.components.push(component);
        self
    }
}

/// Complete framework tree
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct VizTree {
    pub framework: Framework,
    pub replacement: String,
    pub categories: Vec<FrameworkCategory>,
}

impl VizTree {
    pub fn new(framework: Framework) -> Self {
        Self { replacement: framework.replacement().to_string(), framework, categories: Vec::new() }
    }

    pub fn add_category(mut self, category: FrameworkCategory) -> Self {
        self.categories.push(category);
        self
    }
}

/// Integration mapping between Python and PAIML
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct IntegrationMapping {
    pub python_component: String,
    pub paiml_component: String,
    pub integration_type: IntegrationType,
    pub category: String,
}

impl IntegrationMapping {
    pub fn new(
        python: impl Into<String>,
        paiml: impl Into<String>,
        int_type: IntegrationType,
        category: impl Into<String>,
    ) -> Self {
        Self {
            python_component: python.into(),
            paiml_component: paiml.into(),
            integration_type: int_type,
            category: category.into(),
        }
    }
}

// ============================================================================
// Tree Builders
// ============================================================================

/// Build Gradio framework tree
pub fn build_gradio_tree() -> VizTree {
    VizTree::new(Framework::Gradio)
        .add_category(
            FrameworkCategory::new("Interface").with_component(
                FrameworkComponent::new("Interface", "Quick demo builder", "Presentar::QuickApp")
                    .with_sub("Inputs")
                    .with_sub("Outputs")
                    .with_sub("Examples"),
            ),
        )
        .add_category(
            FrameworkCategory::new("Blocks").with_component(
                FrameworkComponent::new("Blocks", "Custom layouts", "Presentar::Layout")
                    .with_sub("Layout")
                    .with_sub("Events")
                    .with_sub("State"),
            ),
        )
        .add_category(
            FrameworkCategory::new("Components")
                .with_component(FrameworkComponent::new(
                    "Image",
                    "Image display/upload",
                    "Trueno-Viz::ImageView",
                ))
                .with_component(FrameworkComponent::new(
                    "Audio",
                    "Audio player/recorder",
                    "Presentar::AudioPlayer",
                ))
                .with_component(FrameworkComponent::new(
                    "Video",
                    "Video player",
                    "Presentar::VideoPlayer",
                ))
                .with_component(FrameworkComponent::new(
                    "Chatbot",
                    "Chat interface",
                    "Realizar + Presentar",
                ))
                .with_component(FrameworkComponent::new(
                    "DataFrame",
                    "Data table",
                    "Trueno-Viz::DataGrid",
                ))
                .with_component(FrameworkComponent::new(
                    "Plot",
                    "Chart display",
                    "Trueno-Viz::Chart",
                )),
        )
        .add_category(
            FrameworkCategory::new("Deployment").with_component(
                FrameworkComponent::new("Deployment", "Hosting options", "Batuta deploy")
                    .with_sub("HuggingFace Spaces")
                    .with_sub("Gradio Cloud")
                    .with_sub("Self-hosted"),
            ),
        )
}

/// Build Streamlit framework tree
pub fn build_streamlit_tree() -> VizTree {
    VizTree::new(Framework::Streamlit)
        .add_category(
            FrameworkCategory::new("Widgets")
                .with_component(
                    FrameworkComponent::new("Input", "User input widgets", "Presentar::Widgets")
                        .with_sub("text_input")
                        .with_sub("number_input")
                        .with_sub("slider")
                        .with_sub("selectbox"),
                )
                .with_component(
                    FrameworkComponent::new("Display", "Output widgets", "Presentar + Trueno-Viz")
                        .with_sub("write")
                        .with_sub("dataframe")
                        .with_sub("chart"),
                ),
        )
        .add_category(
            FrameworkCategory::new("Layout").with_component(
                FrameworkComponent::new("Layout", "Page structure", "Presentar::Layout")
                    .with_sub("columns")
                    .with_sub("tabs")
                    .with_sub("sidebar")
                    .with_sub("expander"),
            ),
        )
        .add_category(
            FrameworkCategory::new("Caching")
                .with_component(FrameworkComponent::new(
                    "@st.cache_data",
                    "Data caching",
                    "Trueno::TensorCache",
                ))
                .with_component(FrameworkComponent::new(
                    "@st.cache_resource",
                    "Resource caching",
                    "Presentar::ResourceCache",
                ))
                .with_component(FrameworkComponent::new(
                    "session_state",
                    "Session state",
                    "Presentar::State",
                )),
        )
        .add_category(
            FrameworkCategory::new("Deployment").with_component(
                FrameworkComponent::new("Deployment", "Hosting options", "Batuta deploy")
                    .with_sub("Streamlit Cloud")
                    .with_sub("Community Cloud")
                    .with_sub("Self-hosted"),
            ),
        )
}

/// Build Panel/HoloViz framework tree
pub fn build_panel_tree() -> VizTree {
    VizTree::new(Framework::Panel)
        .add_category(
            FrameworkCategory::new("Panes").with_component(
                FrameworkComponent::new("Panes", "Visualization containers", "Trueno-Viz::Chart")
                    .with_sub("Matplotlib")
                    .with_sub("Plotly")
                    .with_sub("HoloViews")
                    .with_sub("Bokeh"),
            ),
        )
        .add_category(
            FrameworkCategory::new("HoloViz Stack")
                .with_component(FrameworkComponent::new(
                    "HoloViews",
                    "Declarative viz",
                    "Trueno-Viz::ReactiveChart",
                ))
                .with_component(FrameworkComponent::new(
                    "Datashader",
                    "Big data raster",
                    "Trueno-Viz::GPURaster",
                ))
                .with_component(FrameworkComponent::new(
                    "hvPlot",
                    "High-level plotting",
                    "Trueno-Viz::Plot",
                ))
                .with_component(FrameworkComponent::new(
                    "Param",
                    "Parameters",
                    "Presentar::Params",
                )),
        )
        .add_category(
            FrameworkCategory::new("Layout").with_component(
                FrameworkComponent::new("Layout", "Dashboard structure", "Presentar::Layout")
                    .with_sub("Row")
                    .with_sub("Column")
                    .with_sub("Tabs")
                    .with_sub("GridSpec"),
            ),
        )
}

/// Build Dash framework tree
pub fn build_dash_tree() -> VizTree {
    VizTree::new(Framework::Dash)
        .add_category(
            FrameworkCategory::new("Core")
                .with_component(FrameworkComponent::new(
                    "dash.Dash",
                    "App container",
                    "Presentar::App",
                ))
                .with_component(FrameworkComponent::new(
                    "html.*",
                    "HTML components",
                    "Presentar::Html",
                ))
                .with_component(FrameworkComponent::new(
                    "@callback",
                    "Event handlers",
                    "Presentar::on_event",
                ))
                .with_component(FrameworkComponent::new(
                    "State",
                    "State management",
                    "Presentar::State",
                )),
        )
        .add_category(
            FrameworkCategory::new("Components")
                .with_component(FrameworkComponent::new(
                    "dcc.Graph",
                    "Plotly charts",
                    "Trueno-Viz::Chart",
                ))
                .with_component(FrameworkComponent::new(
                    "dcc.Input",
                    "Text input",
                    "Presentar::TextInput",
                ))
                .with_component(FrameworkComponent::new(
                    "dash_table",
                    "Data tables",
                    "Trueno-Viz::DataGrid",
                ))
                .with_component(FrameworkComponent::new(
                    "dcc.Store",
                    "Client storage",
                    "Presentar::Store",
                )),
        )
        .add_category(
            FrameworkCategory::new("Plotly")
                .with_component(
                    FrameworkComponent::new("plotly.express", "Quick charts", "Trueno-Viz::Charts")
                        .with_sub("line")
                        .with_sub("scatter")
                        .with_sub("bar")
                        .with_sub("histogram"),
                )
                .with_component(FrameworkComponent::new(
                    "plotly.graph_objects",
                    "Custom charts",
                    "Trueno-Viz::Figure",
                )),
        )
        .add_category(
            FrameworkCategory::new("Enterprise").with_component(
                FrameworkComponent::new("Enterprise", "Dash Enterprise", "Batuta deploy")
                    .with_sub("Auth")
                    .with_sub("Deployment")
                    .with_sub("Snapshots"),
            ),
        )
}

// ============================================================================
// Integration Mappings
// ============================================================================

/// Build complete integration mappings
pub fn build_integration_mappings() -> Vec<IntegrationMapping> {
    vec![
        // UI Frameworks
        IntegrationMapping::new(
            "gr.Interface",
            "Presentar::QuickApp",
            IntegrationType::Replaces,
            "UI FRAMEWORKS",
        ),
        IntegrationMapping::new(
            "gr.Blocks",
            "Presentar::Layout",
            IntegrationType::Replaces,
            "UI FRAMEWORKS",
        ),
        IntegrationMapping::new(
            "dash.Dash",
            "Presentar::App",
            IntegrationType::Replaces,
            "UI FRAMEWORKS",
        ),
        IntegrationMapping::new(
            "st.columns/sidebar",
            "Presentar::Layout",
            IntegrationType::Replaces,
            "UI FRAMEWORKS",
        ),
        // Visualization
        IntegrationMapping::new(
            "dcc.Graph",
            "Trueno-Viz::Chart",
            IntegrationType::Replaces,
            "VISUALIZATION",
        ),
        IntegrationMapping::new(
            "st.plotly_chart",
            "Trueno-Viz::Chart",
            IntegrationType::Replaces,
            "VISUALIZATION",
        ),
        IntegrationMapping::new(
            "st.dataframe",
            "Trueno-Viz::DataGrid",
            IntegrationType::Replaces,
            "VISUALIZATION",
        ),
        IntegrationMapping::new(
            "dash_table",
            "Trueno-Viz::DataGrid",
            IntegrationType::Replaces,
            "VISUALIZATION",
        ),
        IntegrationMapping::new(
            "datashader",
            "Trueno-Viz::GPURaster",
            IntegrationType::Replaces,
            "VISUALIZATION",
        ),
        IntegrationMapping::new(
            "matplotlib/plotly/bokeh",
            "Trueno-Viz::Plot",
            IntegrationType::Replaces,
            "VISUALIZATION",
        ),
        // Components
        IntegrationMapping::new(
            "st.text_input",
            "Presentar::TextInput",
            IntegrationType::Replaces,
            "COMPONENTS",
        ),
        IntegrationMapping::new(
            "st.slider",
            "Presentar::Slider",
            IntegrationType::Replaces,
            "COMPONENTS",
        ),
        IntegrationMapping::new(
            "st.selectbox",
            "Presentar::Select",
            IntegrationType::Replaces,
            "COMPONENTS",
        ),
        IntegrationMapping::new(
            "st.button",
            "Presentar::Button",
            IntegrationType::Replaces,
            "COMPONENTS",
        ),
        IntegrationMapping::new(
            "gr.Image",
            "Trueno-Viz::ImageView",
            IntegrationType::Replaces,
            "COMPONENTS",
        ),
        // State & Caching
        IntegrationMapping::new(
            "st.session_state",
            "Presentar::State",
            IntegrationType::Replaces,
            "STATE & CACHING",
        ),
        IntegrationMapping::new(
            "@st.cache_data",
            "Trueno::TensorCache",
            IntegrationType::Replaces,
            "STATE & CACHING",
        ),
        IntegrationMapping::new(
            "@callback",
            "Presentar::on_event",
            IntegrationType::Replaces,
            "STATE & CACHING",
        ),
        // Deployment
        IntegrationMapping::new(
            "HuggingFace Spaces",
            "Batuta deploy",
            IntegrationType::Replaces,
            "DEPLOYMENT",
        ),
        IntegrationMapping::new(
            "Streamlit Cloud",
            "Batuta deploy",
            IntegrationType::Replaces,
            "DEPLOYMENT",
        ),
        IntegrationMapping::new(
            "Dash Enterprise",
            "Batuta deploy",
            IntegrationType::Replaces,
            "DEPLOYMENT",
        ),
    ]
}

// ============================================================================
// Formatters
// ============================================================================

/// Format a single framework tree as ASCII
pub fn format_framework_tree(tree: &VizTree) -> String {
    let mut output = String::new();
    output.push_str(&format!(
        "{} (Python) → {} (Rust)\n",
        tree.framework.name().to_uppercase(),
        tree.replacement
    ));

    let cat_count = tree.categories.len();
    for (i, category) in tree.categories.iter().enumerate() {
        let is_last_cat = i == cat_count - 1;
        let cat_prefix = if is_last_cat { "└──" } else { "├──" };
        let cat_cont = if is_last_cat { "    " } else { "" };

        output.push_str(&format!("{} {}\n", cat_prefix, category.name));

        let comp_count = category.components.len();
        for (j, component) in category.components.iter().enumerate() {
            let is_last_comp = j == comp_count - 1;
            let comp_prefix = if is_last_comp { "└──" } else { "├──" };
            let comp_cont = if is_last_comp { "    " } else { "" };

            output.push_str(&format!(
                "{}{} {}{}\n",
                cat_cont, comp_prefix, component.name, component.replacement
            ));

            // Sub-components
            let sub_count = component.sub_components.len();
            for (k, sub) in component.sub_components.iter().enumerate() {
                let is_last_sub = k == sub_count - 1;
                let sub_prefix = if is_last_sub { "└──" } else { "├──" };
                output.push_str(&format!("{}{}{} {}\n", cat_cont, comp_cont, sub_prefix, sub));
            }
        }
    }

    output
}

/// Format all frameworks as ASCII tree
pub fn format_all_frameworks() -> String {
    let mut output = String::new();
    output.push_str("VISUALIZATION FRAMEWORKS ECOSYSTEM\n");
    output.push_str("==================================\n\n");

    let trees =
        vec![build_gradio_tree(), build_streamlit_tree(), build_panel_tree(), build_dash_tree()];

    for tree in &trees {
        output.push_str(&format_framework_tree(tree));
        output.push('\n');
    }

    output.push_str(&format!(
        "Summary: {} Python frameworks replaced by 2 Rust libraries (Presentar, Trueno-Viz)\n",
        trees.len()
    ));

    output
}

/// Format integration mappings as ASCII
pub fn format_integration_mappings() -> String {
    let mut output = String::new();
    output.push_str("PAIML REPLACEMENTS FOR PYTHON VIZ\n");
    output.push_str("=================================\n\n");

    let mappings = build_integration_mappings();
    let mut current_category = String::new();

    for mapping in &mappings {
        if mapping.category != current_category {
            if !current_category.is_empty() {
                output.push('\n');
            }
            output.push_str(&format!("{}\n", mapping.category));
            current_category = mapping.category.clone();
        }

        output.push_str(&format!(
            "├── [{}] {}{}\n",
            mapping.integration_type.code(),
            mapping.paiml_component,
            mapping.python_component
        ));
    }

    output.push_str("\nLegend: [REP]=Replaces (Python eliminated)\n");
    output.push_str("\nSummary: ");

    let rep_count =
        mappings.iter().filter(|m| m.integration_type == IntegrationType::Replaces).count();

    output.push_str(&format!(
        "{} Python components replaced by sovereign Rust alternatives\n",
        rep_count
    ));
    output.push_str("         Zero Python dependencies in production\n");

    output
}

// ============================================================================
// Tests
// ============================================================================

#[cfg(test)]
#[allow(non_snake_case)]
mod tests {
    use super::*;

    // ========================================================================
    // VIZ-TREE-001: Framework Tests
    // ========================================================================

    #[test]
    fn test_VIZ_TREE_001_framework_names() {
        assert_eq!(Framework::Gradio.name(), "Gradio");
        assert_eq!(Framework::Streamlit.name(), "Streamlit");
        assert_eq!(Framework::Panel.name(), "Panel");
        assert_eq!(Framework::Dash.name(), "Dash");
    }

    #[test]
    fn test_VIZ_TREE_001_framework_replacements() {
        assert_eq!(Framework::Gradio.replacement(), "Presentar");
        assert_eq!(Framework::Streamlit.replacement(), "Presentar");
        assert_eq!(Framework::Panel.replacement(), "Trueno-Viz");
        assert_eq!(Framework::Dash.replacement(), "Presentar + Trueno-Viz");
    }

    #[test]
    fn test_VIZ_TREE_001_framework_all() {
        let all = Framework::all();
        assert_eq!(all.len(), 4);
    }

    #[test]
    fn test_VIZ_TREE_001_framework_display() {
        assert_eq!(format!("{}", Framework::Gradio), "Gradio");
    }

    // ========================================================================
    // VIZ-TREE-002: Integration Type Tests
    // ========================================================================

    #[test]
    fn test_VIZ_TREE_002_integration_codes() {
        assert_eq!(IntegrationType::Replaces.code(), "REP");
        assert_eq!(IntegrationType::Transpiles.code(), "TRN");
        assert_eq!(IntegrationType::Compatible.code(), "CMP");
    }

    #[test]
    fn test_VIZ_TREE_002_integration_display() {
        assert_eq!(format!("{}", IntegrationType::Replaces), "REP");
    }

    // ========================================================================
    // VIZ-TREE-003: Tree Builder Tests
    // ========================================================================

    #[test]
    fn test_VIZ_TREE_003_gradio_tree() {
        let tree = build_gradio_tree();
        assert_eq!(tree.framework, Framework::Gradio);
        assert_eq!(tree.replacement, "Presentar");
        assert!(!tree.categories.is_empty());
    }

    #[test]
    fn test_VIZ_TREE_003_streamlit_tree() {
        let tree = build_streamlit_tree();
        assert_eq!(tree.framework, Framework::Streamlit);
        assert_eq!(tree.replacement, "Presentar");
        assert!(!tree.categories.is_empty());
    }

    #[test]
    fn test_VIZ_TREE_003_panel_tree() {
        let tree = build_panel_tree();
        assert_eq!(tree.framework, Framework::Panel);
        assert_eq!(tree.replacement, "Trueno-Viz");
        assert!(!tree.categories.is_empty());
    }

    #[test]
    fn test_VIZ_TREE_003_dash_tree() {
        let tree = build_dash_tree();
        assert_eq!(tree.framework, Framework::Dash);
        assert_eq!(tree.replacement, "Presentar + Trueno-Viz");
        assert!(!tree.categories.is_empty());
    }

    // ========================================================================
    // VIZ-TREE-004: Integration Mapping Tests
    // ========================================================================

    #[test]
    fn test_VIZ_TREE_004_mappings_exist() {
        let mappings = build_integration_mappings();
        assert!(!mappings.is_empty());
        assert!(mappings.len() >= 20);
    }

    #[test]
    fn test_VIZ_TREE_004_all_replaces() {
        let mappings = build_integration_mappings();
        // All mappings should be Replaces type (no Python allowed)
        for mapping in &mappings {
            assert_eq!(
                mapping.integration_type,
                IntegrationType::Replaces,
                "Mapping {} should be Replaces",
                mapping.python_component
            );
        }
    }

    #[test]
    fn test_VIZ_TREE_004_mapping_categories() {
        let mappings = build_integration_mappings();
        let categories: std::collections::HashSet<_> =
            mappings.iter().map(|m| m.category.as_str()).collect();
        assert!(categories.contains("UI FRAMEWORKS"));
        assert!(categories.contains("VISUALIZATION"));
        assert!(categories.contains("COMPONENTS"));
        assert!(categories.contains("DEPLOYMENT"));
    }

    // ========================================================================
    // VIZ-TREE-005: Formatter Tests
    // ========================================================================

    #[test]
    fn test_VIZ_TREE_005_format_framework_tree() {
        let tree = build_gradio_tree();
        let output = format_framework_tree(&tree);
        assert!(output.contains("GRADIO"));
        assert!(output.contains("Presentar"));
        assert!(output.contains("Interface"));
    }

    #[test]
    fn test_VIZ_TREE_005_format_all_frameworks() {
        let output = format_all_frameworks();
        assert!(output.contains("VISUALIZATION FRAMEWORKS ECOSYSTEM"));
        assert!(output.contains("GRADIO"));
        assert!(output.contains("STREAMLIT"));
        assert!(output.contains("PANEL"));
        assert!(output.contains("DASH"));
        assert!(output.contains("Summary:"));
    }

    #[test]
    fn test_VIZ_TREE_005_format_integration_mappings() {
        let output = format_integration_mappings();
        assert!(output.contains("PAIML REPLACEMENTS"));
        assert!(output.contains("[REP]"));
        assert!(output.contains("Presentar"));
        assert!(output.contains("Trueno-Viz"));
        assert!(output.contains("Legend:"));
    }

    // ========================================================================
    // VIZ-TREE-006: Component Tests
    // ========================================================================

    #[test]
    fn test_VIZ_TREE_006_framework_component() {
        let component = FrameworkComponent::new("Test", "Description", "Replacement")
            .with_sub("Sub1")
            .with_sub("Sub2");
        assert_eq!(component.name, "Test");
        assert_eq!(component.sub_components.len(), 2);
    }

    #[test]
    fn test_VIZ_TREE_006_framework_category() {
        let category = FrameworkCategory::new("Test Category")
            .with_component(FrameworkComponent::new("Comp1", "Desc1", "Rep1"));
        assert_eq!(category.name, "Test Category");
        assert_eq!(category.components.len(), 1);
    }

    #[test]
    fn test_VIZ_TREE_006_integration_mapping() {
        let mapping =
            IntegrationMapping::new("Python", "Rust", IntegrationType::Replaces, "Category");
        assert_eq!(mapping.python_component, "Python");
        assert_eq!(mapping.paiml_component, "Rust");
    }

    // ========================================================================
    // VIZ-TREE-007: Additional Coverage Tests
    // ========================================================================

    #[test]
    fn test_VIZ_TREE_007_framework_equality() {
        assert_eq!(Framework::Gradio, Framework::Gradio);
        assert_ne!(Framework::Gradio, Framework::Streamlit);
    }

    #[test]
    fn test_VIZ_TREE_007_framework_clone() {
        let f1 = Framework::Panel;
        let f2 = f1;
        assert_eq!(f1, f2);
    }

    #[test]
    fn test_VIZ_TREE_007_integration_type_equality() {
        assert_eq!(IntegrationType::Replaces, IntegrationType::Replaces);
        assert_ne!(IntegrationType::Replaces, IntegrationType::Transpiles);
    }

    #[test]
    fn test_VIZ_TREE_007_integration_type_clone() {
        let t1 = IntegrationType::Compatible;
        let t2 = t1;
        assert_eq!(t1, t2);
    }

    #[test]
    fn test_VIZ_TREE_007_framework_serialization() {
        let framework = Framework::Dash;
        let json = serde_json::to_string(&framework).expect("json serialize failed");
        let parsed: Framework = serde_json::from_str(&json).expect("json deserialize failed");
        assert_eq!(framework, parsed);
    }

    #[test]
    fn test_VIZ_TREE_007_integration_type_serialization() {
        let integration = IntegrationType::Transpiles;
        let json = serde_json::to_string(&integration).expect("json serialize failed");
        let parsed: IntegrationType = serde_json::from_str(&json).expect("json deserialize failed");
        assert_eq!(integration, parsed);
    }

    #[test]
    fn test_VIZ_TREE_007_framework_component_serialization() {
        let component = FrameworkComponent::new("Test", "Desc", "Rep");
        let json = serde_json::to_string(&component).expect("json serialize failed");
        let parsed: FrameworkComponent =
            serde_json::from_str(&json).expect("json deserialize failed");
        assert_eq!(component.name, parsed.name);
    }

    #[test]
    fn test_VIZ_TREE_007_framework_tree_categories() {
        let tree = build_gradio_tree();
        // Gradio should have multiple categories
        assert!(tree.categories.len() > 1);
        // Each category should have components
        for category in &tree.categories {
            assert!(!category.components.is_empty());
        }
    }

    #[test]
    fn test_VIZ_TREE_007_framework_debug() {
        let f = Framework::Gradio;
        let debug = format!("{:?}", f);
        assert!(debug.contains("Gradio"));
    }

    #[test]
    fn test_VIZ_TREE_007_integration_type_debug() {
        let t = IntegrationType::Replaces;
        let debug = format!("{:?}", t);
        assert!(debug.contains("Replaces"));
    }
}